From f6066a8bf3240bf06304ce95fccab04b061b467c Mon Sep 17 00:00:00 2001 From: River <1007941801@qq.com> Date: Mon, 29 Apr 2024 16:34:46 +0800 Subject: [PATCH] =?UTF-8?q?=E5=8D=87=E7=BA=A7antd=E7=89=88=E6=9C=AC?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 15 + docs/117.js | 1168 --- docs/656.js | 4581 ++++++++++++ docs/antd.js | 2 +- docs/chunk-echarts.js | 4 +- docs/chunk-tensorflow_models.js | 2 +- docs/chunk-tensorflow_tfjs_core.js | 801 +- docs/chunk-tensorflow_tfjs_webgl.js | 491 +- docs/index.html | 2 +- docs/main.js | 2 +- docs/public/draco/gltf/draco_decoder.js | 2 +- docs/public/draco/gltf/draco_encoder.js | 2 +- docs/public/draco/gltf/draco_wasm_wrapper.js | 2 +- docs/styles/main.css | 2 +- package.json | 6 +- yarn.lock | 7019 ++++++++---------- 16 files changed, 8589 insertions(+), 5512 deletions(-) delete mode 100644 docs/117.js create mode 100644 docs/656.js diff --git a/README.md b/README.md index bcb8772..b20ee26 100644 --- a/README.md +++ b/README.md @@ -33,5 +33,20 @@ * 量子纠缠效果(隐藏款) +
+ +## 本地启动 +``` +yarn +npm run dev +``` +
+ +## 最新运行环境 +node：v20.12.2 +npm：v10.5.0 +yarn：v1.22.22 +node-gyp：v10.1.0 +
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r>=0&&(s.height=r),i>=0&&(s.width=i),a.marginTop&&(s.y+=a.marginTop),a.marginLeft&&(s.x+=a.marginLeft),s}(t,e,r),t.attrs=P(P({},t.attrs),t.bbox),t}function Ss(t,e){var n,r,i,o,a=(t||{}).type,s=((null==e?void 0:e.attrs)||{}).key;if(s&&t&&(t.attrs.key=s),!t&&e)return{action:"delete",val:e,type:a,key:s};if(t&&!e)return{action:"add",val:t,type:a};if(!t&&!e)return{action:"same",type:a};var u=[];if((null===(n=t.children)||void 0===n?void 0:n.length)>0||(null===(r=e.children)||void 0===r?void 0:r.length)>0)for(var c=Math.max(null===(i=t.children)||void 0===i?void 0:i.length,null===(o=e.children)||void 0===o?void 0:o.length),l=e.children||[],h=t.children||[],f=0;f-1)return;n.push(i)}else s>-1&&n.splice(s,1)}else if((0,M.isString)(e)){var u=n.filter((function(t){return t.includes(o)}));u.length>0&&this.clearStates(u),(a=a.filter((function(t){return!t.includes(o)}))).push(i),this.set("states",a)}if(r){var c=this.get("model").type;r.setState(c,t,e,this)}},t.prototype.clearStates=function(t){var e=this,n=e.getStates(),r=e.get("shapeFactory"),i=e.get("model").type;t||(t=n),(0,M.isString)(t)&&(t=[t]);var o=n.filter((function(e){return-1===t.indexOf(e)}));e.set("states",o),t.forEach((function(t){r.setState(i,t,!1,e)}))},t.prototype.setOptimize=function(t){this.optimize=t},t.prototype.getContainer=function(){return this.get("group")},t.prototype.getKeyShape=function(){return this.get("keyShape")},t.prototype.getModel=function(){return this.get("model")},t.prototype.getType=function(){return this.get("type")},t.prototype.getID=function(){return this.get("id")},t.prototype.isItem=function(){return!0},t.prototype.getStates=function(){return this.get("states")},t.prototype.hasState=function(t){return this.getStates().indexOf(t)>=0},t.prototype.refresh=function(t){var e=this.get("model");this.updatePosition(e),this.updateShape(t),this.afterUpdate(),this.clearCache()},t.prototype.getUpdateType=function(t){},t.prototype.update=function(t,e){void 0===e&&(e=void 0);var n=this.get("model");if("move"===e)this.updatePosition(t);else{var r=n.visible,i=t.visible;r!==i&&void 0!==i&&this.changeVisibility(i);var o={x:n.x,y:n.y};t.x=isNaN(+t.x)?n.x:+t.x,t.y=isNaN(+t.y)?n.y:+t.y;var a=this.get("styles");if(t.stateStyles){var s=t.stateStyles;(0,M.mix)(a,s),delete t.stateStyles}Object.assign(n,t),o.x===t.x&&o.y===t.y||this.updatePosition(t),this.updateShape(e)}this.afterUpdate(),this.clearCache()},t.prototype.updateShape=function(t){var e=this.get("shapeFactory"),n=this.get("model"),r=n.type;if(e.shouldUpdate(r)&&r===this.get("currentShape")){var i=this.getShapeCfg(n,t);e.baseUpdate(r,i,this,t),"move"!==t&&this.setOriginStyle()}else this.draw();this.restoreStates(e,r)},t.prototype.updatePosition=function(t){var e=this.get("model"),n=isNaN(+t.x)?+e.x:+t.x,r=isNaN(+t.y)?+e.y:+t.y,i=this.get("group");if(isNaN(n)||isNaN(r))return!1;e.x=n,e.y=r;var o=i.getMatrix();return(!o||o[6]!==n||o[7]!==r)&&(i.resetMatrix(),Oe(i,{x:n,y:r}),this.clearCache(),!0)},t.prototype.getBBox=function(){var t=this.get(Os);return t||(t=this.calculateBBox(),this.set(Os,t)),t},t.prototype.getCanvasBBox=function(){var t=this.get(Ps);return t||(t=this.calculateCanvasBBox(),this.set(Ps,t)),t},t.prototype.toFront=function(){this.get("group").toFront()},t.prototype.toBack=function(){this.get("group").toBack()},t.prototype.show=function(){this.changeVisibility(!0)},t.prototype.hide=function(){this.changeVisibility(!1)},t.prototype.changeVisibility=function(t){var e=this.get("group");t?e.show():e.hide(),this.set("visible",t)},t.prototype.isVisible=function(){return this.get("visible")},t.prototype.enableCapture=function(t){var e=this.get("group");e&&e.set("capture",t)},t.prototype.destroy=function(){if(!this.destroyed){var t=this.get("animate"),e=this.get("group");t&&e.stopAnimate(),e.shapeMap={},this.clearCache(),e.remove(),this._cfg=null,this.destroyed=!0}},t}(),Ls=Is,Ds={source:"start",target:"end"},Rs="Node",zs="Point",Fs=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return O(e,t),e.prototype.getDefaultCfg=function(){return{type:"edge",sourceNode:null,targetNode:null,startPoint:null,endPoint:null,linkCenter:!1}},e.prototype.setEnd=function(t,e){var n=Ds[t]+zs,r=t+Rs,i=this.get(r);i&&!i.destroyed&&i.removeEdge(this),(0,M.isPlainObject)(e)?(this.set(n,e),this.set(r,null)):e&&(e.addEdge(this),this.set(r,e),this.set(n,null))},e.prototype.getLinkPoint=function(t,e,n){var r=Ds[t]+zs,i=t+Rs,o=this.get(r);if(!o){var a=this.get(i),s=t+"Anchor",u=this.getPrePoint(t,n),c=e[s];(0,M.isNil)(c)||(o=a.getLinkPointByAnchor(c)),o=o||a.getLinkPoint(u),(0,M.isNil)(o.index)||this.set("".concat(t,"AnchorIndex"),o.index)}return o},e.prototype.getPrePoint=function(t,e){if(e&&e.length)return e["source"===t?0:e.length-1];var n="source"===t?"target":"source";return this.getEndPoint(n)},e.prototype.getEndPoint=function(t){var e=t+Rs,n=Ds[t]+zs,r=this.get(e);return r&&!r.destroyed?r.get("model"):this.get(n)},e.prototype.getControlPointsByCenter=function(t){var e=this.getEndPoint("source"),n=this.getEndPoint("target"),r=this.get("shapeFactory"),i=t.type;return r.getControlPoints(i,{startPoint:e,endPoint:n})},e.prototype.getEndCenter=function(t){var e=t+Rs,n=Ds[t]+zs,r=this.get(e);if(r){var i=r.getBBox();return{x:i.centerX,y:i.centerY}}return this.get(n)},e.prototype.init=function(){t.prototype.init.call(this),this.setSource(this.get("source")),this.setTarget(this.get("target"))},e.prototype.getShapeCfg=function(e,n){var r=this,i=r.get("linkCenter"),o=(null==n?void 0:n.includes("move"))?e:t.prototype.getShapeCfg.call(this,e);if(i)o.startPoint=r.getEndCenter("source"),o.endPoint=r.getEndCenter("target");else{var a=o.controlPoints||r.getControlPointsByCenter(o);o.startPoint=r.getLinkPoint("source",e,a),o.endPoint=r.getLinkPoint("target",e,a)}return o.sourceNode=r.get("sourceNode"),o.targetNode=r.get("targetNode"),o},e.prototype.getModel=function(){var t=this.get("model"),e=this.get("source".concat(Rs)),n=this.get("target".concat(Rs));return e?delete t["source".concat(Rs)]:t.source=this.get("start".concat(zs)),n?delete t["target".concat(Rs)]:t.target=this.get("end".concat(zs)),(0,M.isString)(t.source)||(0,M.isPlainObject)(t.source)||(t.source=t.source.getID()),(0,M.isString)(t.target)||(0,M.isPlainObject)(t.target)||(t.target=t.target.getID()),t},e.prototype.setSource=function(t){this.setEnd("source",t),this.set("source",t)},e.prototype.setTarget=function(t){this.setEnd("target",t),this.set("target",t)},e.prototype.getSource=function(){return this.get("source")},e.prototype.getTarget=function(){return this.get("target")},e.prototype.updatePosition=function(){return!1},e.prototype.update=function(t,e){void 0===e&&(e=void 0);var n=this.get("model"),r=n.visible,i=t.visible;r!==i&&void 0!==i&&this.changeVisibility(i);var o=this.get("source"),a=this.get("target");if(o&&!o.destroyed&&a&&!a.destroyed){var s=this.get("styles");if(t.stateStyles){var u=t.stateStyles;(0,M.mix)(s,u),delete t.stateStyles}Object.assign(n,t),this.updateShape(e),this.afterUpdate(),this.clearCache()}},e.prototype.destroy=function(){var e=this.get("source".concat(Rs)),n=this.get("target".concat(Rs));e&&!e.destroyed&&e.removeEdge(this),n&&!n.destroyed&&n.removeEdge(this),t.prototype.destroy.call(this)},e}(Ls),Bs=Fs,js="anchorPointsCache",Us=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return O(e,t),e.prototype.getNearestPoint=function(t,e){for(var n=0,r=t[0],i=Ae(t[0],e),o=0;o-1&&e.splice(n,1)},e.prototype.clearCache=function(){this.set("bboxCache",null),this.set(js,null)},e.prototype.getUpdateType=function(t){var e,n,r,i,o;if(t){var a=!(0,M.isNil)(t.x),s=!(0,M.isNil)(t.y),u=Object.keys(t);return 1===u.length&&(a||s)||2===u.length&&a&&s?"move":(0,M.isNumber)(t.x)||(0,M.isNumber)(t.y)||t.type||t.anchorPoints||t.size||(null==t?void 0:t.style)&&((null===(e=null==t?void 0:t.style)||void 0===e?void 0:e.r)||(null===(n=null==t?void 0:t.style)||void 0===n?void 0:n.width)||(null===(r=null==t?void 0:t.style)||void 0===r?void 0:r.height)||(null===(i=null==t?void 0:t.style)||void 0===i?void 0:i.rx)||(null===(o=null==t?void 0:t.style)||void 0===o?void 0:o.ry))?"bbox|label":u.includes("label")||u.includes("labelCfg")?"style|label":"style"}},e.prototype.setState=function(e,n){var r=this;this.optimize?t.prototype.setState.call(this,e,n):this.runWithBBoxAffected((function(){return t.prototype.setState.call(r,e,n)}))},e.prototype.clearStates=function(e){var n=this;this.optimize?t.prototype.clearStates.call(this,e):this.runWithBBoxAffected((function(){return t.prototype.clearStates.call(n,e)}))},e.prototype.runWithBBoxAffected=function(t){var e=["r","width","height","rx","ry","lineWidth"],n=this.getKeyShape().attr(),r={};Object.keys(this.getKeyShape().attr()).forEach((function(t){e.includes(t)&&(r[t]=n[t])})),t();for(var i=this.getKeyShape().attr(),o=0;o-1&&(e.splice(n,1),!0)}},e.prototype.removeNode=function(t){if(t){var e=this.getNodes(),n=e.indexOf(t);return n>-1&&(e.splice(n,1),!0)}},e.prototype.getUpdateType=function(t){},e.prototype.getBBox=function(){return this.set(Gs,null),this.calculateCanvasBBox()},e.prototype.clearCache=function(){this.set(Hs,null),this.set(Gs,null),this.set(Ws,null)},e.prototype.destroy=function(){if(!this.destroyed){var t=this.get("animate"),e=this.get("group");t&&e.stopAnimate(),e.shapeMap={},this.clearCache(),this.set(Zs,null),this.set("bbox",null),e.remove(),this._cfg=null,this.destroyed=!0}},e}(Vs),qs=Ys,Xs="node",Ks="edge",$s="vedge",Qs="combo",Js="Mapper",tu="stateStyles",eu=function(){function t(t){var e=this;this.edgeToBeUpdateMap={},this.throttleRefresh=(0,M.throttle)((function(t){var n=e.graph;if(n&&!n.get("destroyed")){var r=e.edgeToBeUpdateMap;if(r){var i=Object.values(r);i.length&&(i.forEach((function(t){var e=t.edge;if(e&&!e.destroyed){var n=e.getSource(),r=e.getTarget();n&&!n.destroyed&&r&&!r.destroyed&&e.refresh(t.updateType)}})),e.edgeToBeUpdateMap={})}}}),16,{trailing:!0,leading:!0}),this.graph=t,this.destroyed=!1}return t.prototype.addItem=function(t,e){var n=this.graph,r=t===$s?Ks:t,i=n.get("".concat(r,"Group"))||n.get("group"),o=(0,M.upperFirst)(r),a=null,s=n.get(r+(0,M.upperFirst)(tu))||{},u=n.get("default"+o);e.stateStyles&&(s=e.stateStyles),u&&(0,M.each)(u,(function(t,n){(0,M.isObject)(t)&&!(0,M.isArray)(t)?e[n]=(0,M.deepMix)({},t,e[n]):(0,M.isArray)(t)?e[n]=e[n]||(0,M.clone)(u[n]):e[n]=e[n]||u[n]}));var c=n.get(r+Js);if(c){var l=c(e);l.stateStyles&&(s=l.stateStyles,delete l.stateStyles),(0,M.each)(l,(function(t,n){(0,M.isObject)(t)&&!(0,M.isArray)(t)?e[n]=(0,M.deepMix)({},e[n],t):e[n]=l[n]||e[n]}))}if(n.emit("beforeadditem",{type:t,model:e}),t===Ks||t===$s){var h=void 0,f=void 0;if(h=e.source,f=e.target,h&&(0,M.isString)(h)&&(h=n.findById(h)),f&&(0,M.isString)(f)&&(f=n.findById(f)),!h||!f)return void console.warn("The source or target node of edge ".concat(e.id," does not exist!"));h.getType&&"combo"===h.getType()&&(e.isComboEdge=!0),f.getType&&"combo"===f.getType()&&(e.isComboEdge=!0),a=new Bs({model:e,source:h,target:f,styles:s,linkCenter:n.get("linkCenter"),group:i.addGroup()})}else if(t===Xs)a=new Vs({model:e,styles:s,group:i.addGroup()});else if(t===Qs){var d=e.children,p=Cn(d,n),g=void 0,m=void 0;if(isNaN(p.x)?isNaN(e.x)&&(g=100*Math.random()):g=p.x,isNaN(p.y)?isNaN(e.y)&&(m=100*Math.random()):m=p.y,isNaN(e.x)||isNaN(e.y))e.x=g,e.y=m;else{var v=e.x-g,y=e.y-m;this.updateComboSucceeds(e.id,v,y,d)}var b=i.addGroup();b.setZIndex(e.depth),a=new qs({model:e,styles:s,animate:n.get("animate"),bbox:e.collapsed?Cn([],n):p,group:b}),e.collapsed||"circle"!==a.getKeyShape().get("type")||(p.width=Math.hypot(p.height,p.width),p.height=p.width,a.set("bbox",p),a.refresh());var x=a.getModel();(d||[]).forEach((function(t){var e=n.findById(t.id);a.addChild(e),t.depth=x.depth+2}))}if(a)return a.setOptimize(n.getNodes().length>n.get("optimizeThreshold")),n.get("".concat(t,"s")).push(a),n.get("itemMap")[a.get("id")]=a,n.emit("afteradditem",{item:a,model:e}),a},t.prototype.updateItem=function(t,e){var n,r,i=this,o=this.graph;if((0,M.isString)(t)&&(t=o.findById(t)),t&&!t.destroyed){var a="";t.getType&&(a=t.getType());var s=o.get(a+Js),u=t.getModel(),c=u.x,l=u.y,h=t.getUpdateType(e);if(s){var f=s((0,M.deepMix)({},u,e)),d=(0,M.deepMix)({},u,f,e);f.stateStyles&&(t.set("styles",d.stateStyles),delete d.stateStyles),(0,M.each)(d,(function(t,n){e[n]=t}))}else(0,M.each)(e,(function(t,n){u[n]&&(0,M.isObject)(t)&&!(0,M.isArray)(t)&&(e[n]=P(P({},u[n]),e[n]))}));if(o.emit("beforeupdateitem",{item:t,cfg:e}),a===Ks){if(e.source){var p=e.source;(0,M.isString)(p)&&(p=o.findById(p)),t.setSource(p)}if(e.target){var g=e.target;(0,M.isString)(g)&&(g=o.findById(g)),t.setTarget(g)}t.update(e)}else if(a===Xs){t.update(e,h);var m=t.getEdges();"move"===h?(0,M.each)(m,(function(t){i.edgeToBeUpdateMap[t.getID()]={edge:t,updateType:h},i.throttleRefresh()})):(null==h?void 0:h.includes("bbox"))&&(0,M.each)(m,(function(t){t.refresh(h)}))}else if(a===Qs){if(t.update(e,h),!isNaN(e.x)||!isNaN(e.y)){var v=e.x-c||0,y=e.y-l||0;this.updateComboSucceeds(u.id,v,y)}var b=t.getEdges();if(((null==h?void 0:h.includes("bbox"))||"move"===h)&&a===Qs){var x=t.get("shapeFactory"),w=u.type||"circle";(void 0===u.animate||void 0===e.animate?null===(r=null===(n=x[w])||void 0===n?void 0:n.options)||void 0===r?void 0:r.animate:u.animate||e.animate)?setTimeout((function(){if(t&&!t.destroyed){var e=t.getKeyShape();e&&!e.destroyed&&(0,M.each)(b,(function(t){t&&!t.destroyed&&t.refresh()}))}}),201):(0,M.each)(b,(function(t){t.refresh()}))}}t.setOptimize(o.getNodes().length>o.get("optimizeThreshold")),o.emit("afterupdateitem",{item:t,cfg:e})}},t.prototype.updateCombo=function(t,e,n){var r,i,o=this,a=this.graph;if((0,M.isString)(t)&&(t=a.findById(t)),t&&!t.destroyed){var s=t.getModel(),u=Cn(e,a,t),c=u.x,l=u.y;t.set("bbox",u);var h=c,f=l;n?(h=isNaN(s.x)?c:s.x,f=isNaN(s.y)?l:s.y):(h=isNaN(c)?s.x:c,f=isNaN(l)?s.y:l),t.update({x:h,y:f});var d=t.get("shapeFactory"),p=s.type||"circle";(void 0===s.animate?null===(i=null===(r=d[p])||void 0===r?void 0:r.options)||void 0===i?void 0:i.animate:s.animate)?setTimeout((function(){if(t&&!t.destroyed){var e=t.getKeyShape();e&&!e.destroyed&&(t.getShapeCfg(s),o.updateComboEdges(t))}}),201):this.updateComboEdges(t)}},t.prototype.updateComboEdges=function(t){for(var e,n,r=t.getEdges()||[],i=0;i-1&&o.splice(a,1),i===Ks){var s=n.get("v".concat(i,"s")),u=s.indexOf(t);u>-1&&s.splice(u,1)}var c=t.get("id");delete n.get("itemMap")[c];var l=n.get("comboTrees"),h=t.get("id");if(i===Xs){var f=t.getModel().comboId;if(l&&f){var d=l,p=!1;l.forEach((function(t){p||wn(t,(function(t){if(t.id===h&&d){var e=d.indexOf(t);return d.splice(e,1),p=!0,!1}return d=t.children,!0}))}))}for(var g=(b=t.getEdges()).length-1;g>=0;g--)n.removeItem(b[g],!1);f&&n.updateCombo(f)}else if(i===Qs){var m,v=t.getModel().parentId,y=!1;(l||[]).forEach((function(t){y||wn(t,(function(t){return t.id!==h||(m=t,y=!0,!1)}))})),m.removed=!0,m&&m.children&&m.children.forEach((function(t){e.removeItem(t.id)}));var b;for(g=(b=t.getEdges()).length;g>=0;g--)n.removeItem(b[g],!1);v&&n.updateCombo(v)}t.destroy(),n.emit("afterremoveitem",{item:r,type:i})}},t.prototype.setItemState=function(t,e,n){var r=this.graph,i=e;(0,M.isString)(n)&&(i="".concat(e,":").concat(n)),t.hasState(i)===n&&n||(0,M.isString)(n)&&t.hasState(i)||(r.emit("beforeitemstatechange",{item:t,state:i,enabled:n}),t.setState(e,n),r.autoPaint(),r.emit("afteritemstatechange",{item:t,state:i,enabled:n}))},t.prototype.priorityState=function(t,e){var n=this.graph,r=t;(0,M.isString)(t)&&(r=n.findById(t)),this.setItemState(r,e,!1),this.setItemState(r,e,!0)},t.prototype.clearItemStates=function(t,e){var n=this.graph;(0,M.isString)(t)&&(t=n.findById(t)),n.emit("beforeitemstatesclear",{item:t,states:e}),t.clearStates(e),n.emit("afteritemstatesclear",{item:t,states:e})},t.prototype.refreshItem=function(t){var e=this.graph;(0,M.isString)(t)&&(t=e.findById(t)),e.emit("beforeitemrefresh",{item:t}),t.refresh(),e.emit("afteritemrefresh",{item:t})},t.prototype.addCombos=function(t,e){var n=this,r=this.graph;(t||[]).forEach((function(t){_n(t,(function(t){var r;return e.forEach((function(e){e.id===t.id&&(e.children=t.children,e.depth=t.depth,r=e)})),r&&n.addItem("combo",r),!0}))}));var i=r.get("comboGroup");i&&i.sort()},t.prototype.changeItemVisibility=function(t,e){var n=this,r=this.graph;if((0,M.isString)(t)&&(t=r.findById(t)),t){if(r.emit("beforeitemvisibilitychange",{item:t,visible:e}),t.changeVisibility(e),t.getType&&t.getType()===Xs){var i=t.getEdges();(0,M.each)(i,(function(t){(!e||t.get("source").isVisible()&&t.get("target").isVisible())&&n.changeItemVisibility(t,e)}))}else if(t.getType&&t.getType()===Qs){var o=r.get("comboTrees"),a=t.get("id"),s=[],u=!1;(o||[]).forEach((function(t){u||t.children&&0!==t.children.length&&wn(t,(function(t){return t.id!==a||(s=t.children,u=!0,!1)}))})),s&&(!e||e&&!t.getModel().collapsed)&&s.forEach((function(t){var i=r.findById(t.id);n.changeItemVisibility(i,e)}));i=t.getEdges();(0,M.each)(i,(function(t){(!e||t.get("source").isVisible()&&t.get("target").isVisible())&&n.changeItemVisibility(t,e)}))}return r.emit("afteritemvisibilitychange",{item:t,visible:e}),t}console.warn("The item to be shown or hidden does not exist!")},t.prototype.destroy=function(){this.graph=null,this.destroyed=!0},t}(),nu=eu,ru=function(){function t(t){this.graph=t,this.destroyed=!1}return t.prototype.updateState=function(t,e,n){var r=this.graph.get("states"),i=e;(0,M.isString)(n)&&(i="".concat(e,":").concat(n)),r[i]||(r[i]=[]),n?r[i].push(t):r[i]=r[i].filter((function(e){return e!==t})),this.graph.set("states",r),this.graph.emit("graphstatechange",{states:r})},t.prototype.updateStates=function(t,e,n){var r=this.graph.get("states");((0,M.isString)(e)?[e]:e).forEach((function(e){var i=e;r[i]||(r[i]=[]),(0,M.isString)(n)&&(i="".concat(e,":").concat(n)),n?r[i].push(t):r[i]=r[i].filter((function(e){return e!==t}))})),this.graph.set("states",r),this.graph.emit("graphstatechange",{states:e})},t.prototype.destroy=function(){this.graph=null,this.destroyed=!0},t}(),iu=ru,ou=function(t,e){return t&&e?t.replace(/\\?\{([^{}]+)\}/g,(function(t,n){if("\\"===t.charAt(0))return t.slice(1);var r=e[n];return 0===r&&(r="0"),r||""})):t},au=function(t){var e=[];if(t.length<2)throw new Error("point length must largn than 2, now it's ".concat(t.length));for(var n=0,r=t;n0?s-1:o-1,c=me.normalize([0,0],me.add([0,0],a[u].v,me.scale([0,0],a[s].v,-1)));a[s].p=me.add([0,0],a[s].p,me.scale([0,0],c,e))}return a.map((function(t){var e=t.p;return{x:e[0],y:e[1]}}))}var mu=function(t,e){for(var n=[],r=0;r<5;r++){var i=Math.cos((18+72*r)/180*Math.PI)*t,o=Math.sin((18+72*r)/180*Math.PI)*t,a=Math.cos((54+72*r)/180*Math.PI)*e,s=Math.sin((54+72*r)/180*Math.PI)*e;0===r?n.push(["M",i,-o]):n.push(["L",i,-o]),n.push(["L",a,-s])}return n.push(["Z"]),n},vu=function(t,e,n){return(t.y-n.y)*(e.x-n.x)-(t.x-n.x)*(e.y-n.y)},yu=function(t){var e=t.map((function(t){return{x:t.getModel().x,y:t.getModel().y}}));e.sort((function(t,e){return t.x===e.x?t.y-e.y:t.x-e.x}));for(var n={},r=e.length-1;r>=0;r--){var i=e[r],o=i.x,a=i.y;n["".concat(o,"-").concat(a)]&&e.splice(r,1),n["".concat(o,"-").concat(a)]=!0}if(1===e.length)return e;var s=[];for(r=0;r=2&&vu(s[s.length-2],s[s.length-1],e[r])<=0;)s.pop();s.push(e[r])}var u=[];for(r=e.length-1;r>=0;r--){for(;u.length>=2&&vu(u[u.length-2],u[u.length-1],e[r])<=0;)u.pop();u.push(e[r])}return u.pop(),s.pop(),s.concat(u)},bu={maxRoutingIterations:100,maxMarchingIterations:100,pixelGroupSize:2,edgeR0:10,edgeR1:10,nodeR0:5,nodeR1:10,morphBuffer:5,threshold:.001,skip:16,nodeInfluenceFactor:1,edgeInfluenceFactor:1,negativeNodeInfluenceFactor:-.5};function xu(t,e,n){var r=!1,i=function(t,n){return e.cells[t+n*e.width]},o=function(t,e){var r=0;return i(t-1,e-1)>=n&&(r+=1),i(t,e-1)>n&&(r+=2),i(t-1,e)>n&&(r+=4),i(t,e)>n&&(r+=8),r},a=function(n,r){for(var i,a,s=n,u=r,c=0;c-1){if(t[0].x===s&&t[0].y===u)return!0}else t.push({x:s,y:u});var l=o(s,u);switch(l){case-1:return console.warn("Marched out of bounds"),!0;case 0:case 3:case 2:case 7:s++;break;case 12:case 14:case 4:s--;break;case 6:0===i&&(-1===a?s-=1:s+=1);break;case 1:case 13:case 5:u--;break;case 9:1===i&&(0===a?u-=1:u+=1);break;case 10:case 8:case 11:u++;break;default:return console.warn("Marching squares invalid state: ".concat(l)),!0}}};this.march=function(){for(var t=0;tn&&15!==o(t,s)&&(r=a(t,s));return r}}var wu=function(t,e){var n=Number.POSITIVE_INFINITY,r=null;return t.forEach((function(t){var i=Ge(t,e);i>=0&&i0?t+1:t}),0);s*Math.pow(c+1,2)=1;)f=Mu(n,l/=1.5,h,s),d=u(f,o)||u(f,i),p=c(f,e);!f||d||s&&p||(o.push(new je(t.x1,t.y1,f.x,f.y)),o.push(new je(f.x,f.y,t.x2,t.y2)),a=!0)};f(!0),a||f(!1)}}a||i.push(t),s+=1};!a&&o.length;)l()}for(;o.length;)i.push(o.pop());return i}(new je(t.getModel().x,t.getModel().y,o.getModel().x,o.getModel().y),e,r,i),s=function(t){for(var n=[];t.length>0;){var r=t.pop();if(0===t.length){n.push(r);break}var i=t.pop(),o=new je(r.x1,r.y1,i.x2,i.y2);wu(e,o)?(n.push(r),t.push(i)):t.push(o)}return n}(a);return s}var Su=function(t,e,n){var r=Object.assign(bu,n),i=Ze(t.map((function(t){return{x:t.getModel().x,y:t.getModel().y}})));t=t.sort((function(t,e){return We({x:t.getModel().x,y:t.getModel().y},i)-We({x:e.getModel().x,y:e.getModel().y},i)}));var o=[],a=[];t.forEach((function(t){_u(t,e,o,r.maxRoutingIterations,r.morphBuffer).forEach((function(t){a.push(t)})),o.push(t)}));for(var s,u,c,l,h,f=function(t,e,n){var r={minX:Number.POSITIVE_INFINITY,minY:Number.POSITIVE_INFINITY,maxX:Number.NEGATIVE_INFINITY,maxY:Number.NEGATIVE_INFINITY,width:0,height:0,x:0,y:0},i=[];t.forEach((function(t){i.push(t.getBBox())})),e.forEach((function(t){i.push(t.getBBox())}));for(var o=0,a=i;or.maxX?s.maxX:r.maxX)+n,r.maxY=(s.maxY>r.maxY?s.maxY:r.maxY)+n}return r.width=r.maxX-r.minX,r.height=r.maxY-r.minY,r.x=r.minX,r.y=r.minY,r}(t,a,r.nodeR0),d=(s=f.width,u=f.height,c=r.pixelGroupSize,l=Math.ceil(s/c),h=Math.ceil(u/c),{cells:new Float32Array(Math.max(0,l*h)).fill(0),width:l,height:h}),p=[],g=[],m=0;m1)for(y=Math.floor(v.length/r.skip);y<3&&r.skip>1;)r.skip-=1,y=Math.floor(v.length/r.skip);for(var b=0,x=0;x0))break;r.nonMemberInfluenceFactor*=.8}}return g};function Eu(t,e,n,r,i,o){function a(t,e){var n=Math.floor((t-e)/o.pixelGroupSize);return n<0?0:n}function s(t,e){return t*o.pixelGroupSize+e}var u=(o.nodeR0-o.nodeR1)*(o.nodeR0-o.nodeR1),c=(o.edgeR0-o.edgeR1)*(o.edgeR0-o.edgeR1),l=function(t,e){return[Math.min(a(t.minX,e+r.minX),i.width),Math.min(a(t.minY,e+r.minY),i.height),Math.min(a(t.maxX,-e+r.minX),i.width),Math.min(a(t.maxY,-e+r.minY),i.height)]},h=function(t,e){for(var n=t.getBBox(),a=l(n,o.nodeR1),u=a[0],c=a[1],h=a[2],f=a[3],d=c;du.y?r?c.topLeft:c.bottomRight:r?c.topRight:c.bottomLeft:a.ys.x?r?c.topLeft:c.bottomRight:r?c.bottomLeft:c.topRight:o.x0?this.cfg.padding+t:10+t,this.cfg.bubbleCfg={nodeR0:this.padding-t,nodeR1:this.padding-t,morphBuffer:this.padding-t}},t.prototype.setType=function(){this.type=this.cfg.type,this.members.length<3&&(this.type="round-convex"),"round-convex"!==this.type&&"smooth-convex"!==this.type&&"bubble"!==this.type&&(console.warn("The hull type should be either round-convex, smooth-convex or bubble, round-convex is used by default."),this.type="round-convex")},t.prototype.calcPath=function(t,e){var n,r,i;switch(this.type){case"round-convex":r=Ka(i=pu((n=yu(t)).map((function(t){return[t.x,t.y]})),this.padding));break;case"smooth-convex":2===(n=yu(t)).length?r=Ka(i=pu(n.map((function(t){return[t.x,t.y]})),this.padding)):n.length>2&&(i=gu(n.map((function(t){return[t.x,t.y]})),this.padding),r=lu(i));break;case"bubble":r=(n=Su(t,e,this.cfg.bubbleCfg)).length>=2&&lu(n)}return r},t.prototype.render=function(){this.group.addShape("path",{attrs:P({path:this.path},this.cfg.style),id:this.id,name:this.cfg.id,capture:!1}),this.group.toBack()},t.prototype.addMember=function(t){if(t){(0,M.isString)(t)&&(t=this.graph.findById(t)),this.members.push(t);var e=this.nonMembers.indexOf(t);return e>-1&&this.nonMembers.splice(e,1),this.updateData(this.members,this.nonMembers),!0}},t.prototype.addNonMember=function(t){if(t){(0,M.isString)(t)&&(t=this.graph.findById(t)),this.nonMembers.push(t);var e=this.members.indexOf(t);return e>-1&&this.members.splice(e,1),this.updateData(this.members,this.nonMembers),!0}},t.prototype.removeMember=function(t){if(t){(0,M.isString)(t)&&(t=this.graph.findById(t));var e=this.members.indexOf(t);return e>-1&&(this.members.splice(e,1),this.updateData(this.members,this.nonMembers),!0)}},t.prototype.removeNonMember=function(t){if(t){(0,M.isString)(t)&&(t=this.graph.findById(t));var e=this.nonMembers.indexOf(t);return e>-1&&(this.nonMembers.splice(e,1),this.updateData(this.members,this.nonMembers),!0)}},t.prototype.updateData=function(t,e){var n=this;this.group.findById(this.id).remove(),t&&(this.members=t.map((function(t){return(0,M.isString)(t)?n.graph.findById(t):t}))),e&&(this.nonMembers=e.map((function(t){return(0,M.isString)(t)?n.graph.findById(t):t}))),this.path=this.calcPath(this.members,this.nonMembers),this.render()},t.prototype.updateStyle=function(t){this.group.findById(this.id).attr(P({},t))},t.prototype.updateCfg=function(t){var e=this;this.cfg=(0,M.deepMix)(this.cfg,t),this.id=this.cfg.id,this.group=this.cfg.group,t.members&&(this.members=this.cfg.members.map((function(t){return(0,M.isString)(t)?e.graph.findById(t):t}))),t.nonMembers&&(this.nonMembers=this.cfg.nonMembers.map((function(t){return(0,M.isString)(t)?e.graph.findById(t):t}))),this.setPadding(),this.setType(),this.path=this.calcPath(this.members,this.nonMembers),this.render()},t.prototype.contain=function(t){var e,n,r=this,i=(e=(0,M.isString)(t)?this.graph.findById(t):t).getKeyShape();if("path"===e.get("type"))n=cu(i.attr("path"));else{var o=i.getCanvasBBox();n=[[o.minX,o.minY],[o.maxX,o.minY],[o.maxX,o.maxY],[o.minX,o.maxY]]}return n=n.map((function(t){var e=r.graph.getPointByCanvas(t[0],t[1]);return[e.x,e.y]})),Be(n,cu(this.path))},t.prototype.destroy=function(){this.group.remove(),this.cfg=null},t}(),Au=Tu,Cu=H,ku=function(t){function e(e){var n=t.call(this)||this;return n.sortCombos=(0,M.debounce)((function(){var t=n.get("comboSorted");if(n&&!n.destroyed&&!t){n.set("comboSorted",!0);var e=[],r={};(n.get("comboTrees")||[]).forEach((function(t){wn(t,(function(t){return e[t.depth]?e[t.depth].push(t.id):e[t.depth]=[t.id],r[t.id]=t.depth,!0}))})),(n.getEdges().concat(n.get("vedges"))||[]).forEach((function(t){var n=t.getModel(),i=r[n.source]||0,o=r[n.target]||0,a=Math.max(i,o);e[a]?e[a].push(n.id):e[a]=[n.id]})),e.forEach((function(t){if(t&&t.length)for(var e=t.length-1;e>=0;e--){var r=n.findById(t[e]);r&&r.toFront()}}))}}),500,!1),n.cfg=(0,M.deepMix)(n.getDefaultCfg(),e),n.init(),n.animating=!1,n.destroyed=!1,n.cfg.enabledStack&&(n.undoStack=new fe(n.cfg.maxStep),n.redoStack=new fe(n.cfg.maxStep)),n}return O(e,t),e.prototype.init=function(){this.initCanvas();var t=new ys(this),e=new Ln(this),n=new nu(this),r=new iu(this);this.set({viewController:t,modeController:e,itemController:n,stateController:r}),this.initLayoutController(),this.initEventController(),this.initGroups(),this.initPlugins()},e.prototype.initGroups=function(){var t=this.get("canvas");if(t){var e=(t.get("el")||{}).id,n=void 0===e?"g6":e,r=t.addGroup({id:"".concat(n,"-root"),className:cn.rootContainerClassName});if(this.get("groupByTypes")){var i=r.addGroup({id:"".concat(n,"-edge"),className:cn.edgeContainerClassName}),o=r.addGroup({id:"".concat(n,"-node"),className:cn.nodeContainerClassName}),a=r.addGroup({id:"".concat(n,"-combo"),className:cn.comboContainerClassName});a.toBack(),this.set({nodeGroup:o,edgeGroup:i,comboGroup:a})}var s=r.addGroup({id:"".concat(n,"-delegate"),className:cn.delegateContainerClassName});this.set({delegateGroup:s}),this.set("group",r)}},e.prototype.getDefaultCfg=function(){return{container:void 0,width:void 0,height:void 0,renderer:"canvas",modes:{},plugins:[],data:{},fitViewPadding:10,minZoom:.02,maxZoom:10,event:!0,groupByTypes:!0,directed:!1,autoPaint:!0,nodes:[],edges:[],combos:[],vedges:[],itemMap:{},linkCenter:!1,defaultNode:{},defaultEdge:{},nodeStateStyles:{},edgeStateStyles:{},states:{},animate:!1,animateCfg:{onFrame:void 0,duration:500,easing:"easeLinear"},callback:void 0,enabledStack:!1,maxStep:10,tooltips:[],optimizeThreshold:1e3}},e.prototype.set=function(t,e){return(0,M.isPlainObject)(t)?this.cfg=P(P({},this.cfg),t):this.cfg[t]=e,"enabledStack"!==t||!e||this.undoStack||this.redoStack||(this.undoStack=new fe(this.cfg.maxStep),this.redoStack=new fe(this.cfg.maxStep)),this},e.prototype.get=function(t){var e;return null===(e=this.cfg)||void 0===e?void 0:e[t]},e.prototype.getGroup=function(){return this.get("group")},e.prototype.getContainer=function(){return this.get("container")},e.prototype.getMinZoom=function(){return this.get("minZoom")},e.prototype.setMinZoom=function(t){return this.set("minZoom",t)},e.prototype.getMaxZoom=function(){return this.get("maxZoom")},e.prototype.setMaxZoom=function(t){return this.set("maxZoom",t)},e.prototype.getWidth=function(){return this.get("width")},e.prototype.getHeight=function(){return this.get("height")},e.prototype.clearItemStates=function(t,e){(0,M.isString)(t)&&(t=this.findById(t));var n=this.get("itemController");e||(e=t.get("states")),n.clearItemStates(t,e),this.get("stateController").updateStates(t,e,!1)},e.prototype.node=function(t){"function"==typeof t&&this.set("nodeMapper",t)},e.prototype.edge=function(t){"function"==typeof t&&this.set("edgeMapper",t)},e.prototype.combo=function(t){"function"==typeof t&&this.set("comboMapper",t)},e.prototype.findById=function(t){return this.get("itemMap")[t]},e.prototype.find=function(t,e){var n,r=this.get("".concat(t,"s"));return(0,M.each)(r,(function(t,r){if(e(t,r))return n=t})),n},e.prototype.findAll=function(t,e){var n=[];return(0,M.each)(this.get("".concat(t,"s")),(function(t,r){e(t,r)&&n.push(t)})),n},e.prototype.findAllByState=function(t,e,n){return n?this.findAll(t,(function(t){return t.hasState(e)&&n(t)})):this.findAll(t,(function(t){return t.hasState(e)}))},e.prototype.translate=function(t,e,n,r){var i=this,o=this.get("group"),a=(0,M.clone)(o.getMatrix());if(a||(a=[1,0,0,0,1,0,0,0,1]),n){var s=On({animateCfg:r,callback:function(){return i.emit("viewportchange",{action:"translate",matrix:o.getMatrix()})}});Pe(o,{x:o.getCanvasBBox().x+t,y:o.getCanvasBBox().y+e},n,s||{duration:500,easing:"easeCubic"})}else a=Cu(a,[["t",t,e]]),o.setMatrix(a),this.emit("viewportchange",{action:"translate",matrix:a}),this.autoPaint()},e.prototype.moveTo=function(t,e,n,r){var i=this.get("group");Pe(i,{x:t,y:e},n,r||{duration:500,easing:"easeCubic"}),this.emit("viewportchange",{action:"move",matrix:i.getMatrix()})},e.prototype.fitView=function(t,e,n,r){t&&this.set("fitViewPadding",t);var i=this.get("viewController");e?i.fitViewByRules(e,n,r):i.fitView(n,r),this.autoPaint()},e.prototype.fitCenter=function(t,e){this.get("viewController").fitCenter(t,e),this.autoPaint()},e.prototype.addBehaviors=function(t,e){return this.get("modeController").manipulateBehaviors(t,e,!0),this},e.prototype.removeBehaviors=function(t,e){return this.get("modeController").manipulateBehaviors(t,e,!1),this},e.prototype.updateBehavior=function(t,e,n){return this.get("modeController").updateBehavior(t,e,n),this},e.prototype.zoom=function(t,e,n,r){var i=this,o=this.get("group"),a=(0,M.clone)(o.getMatrix())||[1,0,0,0,1,0,0,0,1],s=this.get("minZoom"),u=this.get("maxZoom"),c=this.getZoom()||1,l=c*t,h=t,f=!1;if(s&&lu&&(h=u/c,f=!0),a=Cu(a,e?[["t",-e.x,-e.y],["s",h,h],["t",e.x,e.y]]:[["s",h,h]]),n){var d=(0,M.clone)(o.getMatrix());d||(d=[1,0,0,0,1,0,0,0,1]);var p=d[0],g=p*h,m=On({animateCfg:r,callback:function(){return i.emit("viewportchange",{action:"zoom",matrix:o.getMatrix()})}});o.animate((function(t){if(1===t)d=a;else{var n=$e(p,g,t)/d[0];d=Cu(d,e?[["t",-e.x,-e.y],["s",n,n],["t",e.x,e.y]]:[["s",n,n]])}return{matrix:d}}),m)}else o.setMatrix(a),this.emit("viewportchange",{action:"zoom",matrix:a}),this.autoPaint();return!f},e.prototype.zoomTo=function(t,e,n,r){var i=t/this.getZoom();return this.zoom(i,e,n,r)},e.prototype.focusItem=function(t,e,n){var r=this.get("viewController"),i=!1;e?i=!0:void 0===e&&(i=this.get("animate"));var o={};n?o=n:void 0===n&&(o=this.get("animateCfg")),r.focus(t,i,o),this.autoPaint()},e.prototype.focusItems=function(t,e,n,r){this.get("viewController").focusItems(t,e,n,r)},e.prototype.autoPaint=function(){this.get("autoPaint")&&this.paint()},e.prototype.paint=function(){this.emit("beforepaint"),this.get("canvas").draw(),this.emit("afterpaint")},e.prototype.getPointByClient=function(t,e){return this.get("viewController").getPointByClient(t,e)},e.prototype.getClientByPoint=function(t,e){return this.get("viewController").getClientByPoint(t,e)},e.prototype.getPointByCanvas=function(t,e){return this.get("viewController").getPointByCanvas(t,e)},e.prototype.getCanvasByPoint=function(t,e){return this.get("viewController").getCanvasByPoint(t,e)},e.prototype.getGraphCenterPoint=function(){var t=this.get("group").getCanvasBBox();return{x:(t.minX+t.maxX)/2,y:(t.minY+t.maxY)/2}},e.prototype.getViewPortCenterPoint=function(){return this.getPointByCanvas(this.get("width")/2,this.get("height")/2)},e.prototype.showItem=function(t,e){void 0===e&&(e=!0);var n=this.get("itemController").changeItemVisibility(t,!0);if(e&&this.get("enabledStack")){var r=n.getID(),i={},o={};switch(n.getType()){case"node":i.nodes=[{id:r,visible:!1}],o.nodes=[{id:r,visible:!0}];break;case"edge":i.nodes=[{id:r,visible:!1}],o.edges=[{id:r,visible:!0}];break;case"combo":i.nodes=[{id:r,visible:!1}],o.combos=[{id:r,visible:!0}]}this.pushStack("visible",{before:i,after:o})}},e.prototype.hideItem=function(t,e){void 0===e&&(e=!0);var n=this.get("itemController").changeItemVisibility(t,!1);if(e&&this.get("enabledStack")){var r=n.getID(),i={},o={};switch(n.getType()){case"node":i.nodes=[{id:r,visible:!0}],o.nodes=[{id:r,visible:!1}];break;case"edge":i.nodes=[{id:r,visible:!0}],o.edges=[{id:r,visible:!1}];break;case"combo":i.nodes=[{id:r,visible:!0}],o.combos=[{id:r,visible:!1}]}this.pushStack("visible",{before:i,after:o})}},e.prototype.refreshItem=function(t){this.get("itemController").refreshItem(t)},e.prototype.setAutoPaint=function(t){this.set("autoPaint",t),this.get("canvas").set("autoDraw",t)},e.prototype.remove=function(t,e){void 0===e&&(e=!0),this.removeItem(t,e)},e.prototype.removeItem=function(t,e){void 0===e&&(e=!0);var n=t;if((0,M.isString)(t)&&(n=this.findById(t)),!n&&(0,M.isString)(t))console.warn("The item ".concat(t," to be removed does not exist!"));else if(n){var r="";if(n.getType&&(r=n.getType()),e&&this.get("enabledStack")){var i=P(P({},n.getModel()),{itemType:r}),o={};switch(r){case"node":o.nodes=[i],o.edges=[];for(var a=n.getEdges(),s=a.length-1;s>=0;s--)o.edges.push(P(P({},a[s].getModel()),{itemType:"edge"}));break;case"edge":o.edges=[i];break;case"combo":o.combos=[i]}this.pushStack("delete",{before:o,after:{}})}if("node"===r)n.getModel().comboId&&this.updateComboTree(n,void 0,!1);if(this.get("itemController").removeItem(n),"combo"===r){var u=An(this.get("comboTrees"));this.set("comboTrees",u)}}},e.prototype.innerAddItem=function(t,e,n){if(!function(t,e){if("node"===t||"combo"===t){if(e.id&&!(0,M.isString)(e.id))return console.warn("G6 Warning Tips: missing 'id' property, or the 'id' %c".concat(e.id,"%c is not a string."),"font-size: 20px; color: red;",""),!1}else if(!("edge"!==t||e.source&&e.target))return console.warn("G6 Warning Tips: missing 'source' or 'target' for the edge."),!1;return!0}(t,e))return!1;if(!e.id||!this.findById(e.id)){var r,i=this.get("comboTrees")||[];if("combo"===t){var o=this.get("itemMap"),a=!1;if(i.forEach((function(i){a||_n(i,(function(i){if(e.parentId===i.id){a=!0;var s=P({id:e.id,depth:i.depth+2},e);i.children?i.children.push(s):i.children=[s],e.depth=s.depth,r=n.addItem(t,e)}var u=o[i.id];return a&&u&&u.getType&&"combo"===u.getType()&&n.updateCombo(u,i.children),!0}))})),!a){var s=P({id:e.id,depth:0},e);e.depth=s.depth,i.push(s),r=n.addItem(t,e)}this.set("comboTrees",i),e.collapsed&&(this.collapseCombo(r,!1),this.updateCombo(r))}else if("node"===t&&(0,M.isString)(e.comboId)&&i){var u;(u=this.findById(e.comboId))&&u.getType&&"combo"!==u.getType()&&console.warn("'".concat(e.comboId,"' is not a id of a combo in the graph, the node will be added without combo.")),r=n.addItem(t,e);var c=this.get("itemMap"),l=!1,h=!1;i.forEach((function(t){h||l||_n(t,(function(t){if(t.id===e.id)return h=!0,!1;if(e.comboId===t.id&&!h){l=!0;var r=(0,M.clone)(e);r.itemType="node",t.children?t.children.push(r):t.children=[r],r.depth=t.depth+1}return l&&c[t.id].getType&&"combo"===c[t.id].getType()&&n.updateCombo(c[t.id],t.children),!0}))}))}else r=n.addItem(t,e);if("node"===t&&e.comboId||"combo"===t&&e.parentId)(u=this.findById(e.comboId||e.parentId))&&u.getType&&"combo"===u.getType()&&u.addChild(r);return r}console.warn("This item exists already. Be sure the id %c".concat(e.id,"%c is unique."),"font-size: 20px; color: red;","")},e.prototype.addItem=function(t,e,n,r){void 0===n&&(n=!0),void 0===r&&(r=!0);var i=this.get("comboSorted");this.set("comboSorted",i&&!r);var o=this.get("itemController"),a=this.innerAddItem(t,e,o);if(!1===a||!0===a)return a;var s=this.get("combos");if(s&&s.length>0&&this.sortCombos(),this.autoPaint(),n&&this.get("enabledStack")){var u=P(P({},a.getModel()),{itemType:t}),c={};switch(t){case"node":c.nodes=[u];break;case"edge":c.edges=[u];break;case"combo":c.combos=[u]}this.pushStack("add",{before:{},after:c})}return a},e.prototype.addItems=function(t,e,n){void 0===t&&(t=[]),void 0===e&&(e=!0),void 0===n&&(n=!0);var r=this.get("comboSorted");this.set("comboSorted",r&&!n);for(var i=this.get("itemController"),o=[],a=0;a0&&this.sortCombos()}if(this.autoPaint(),e&&this.get("enabledStack")){var c={nodes:[],edges:[],combos:[]};for(a=0;a=0;d--)f[d].destroyed&&f.splice(d,1);l&&(i.addCombos(l),this.get("groupByTypes")||this.sortCombos()),this.diffItems("edge",c,o.edges),(0,M.each)(u,(function(t,e){(!t.getType||"node"!==t.getType()&&"combo"!==t.getType())&&c.edges.indexOf(t)<0&&(delete u[e],i.remove(t,!1))})),(this.get("comboTrees")||[]).forEach((function(t){_n(t,(function(t){return"combo"===r.findById(t.id).getType()&&t.collapsed&&r.collapseCombo(t.id,!1),!0}))})),this.set({nodes:c.nodes,edges:c.edges});var p=(this.get("layout")||{}).relayoutAtChangeData,g=void 0===p||p,m=this.get("layoutController");return g&&m&&(m.changeData((function(){setTimeout((function(){var t;null===(t=i.getCombos())||void 0===t||t.forEach((function(t){t.set("animate",!0)}))}),0)})),i.get("animate")&&!m.getLayoutType()?(i.positionsAnimate(),null===(n=i.getCombos())||void 0===n||n.forEach((function(t){return t.set("animate",!0)}))):i.autoPaint()),setTimeout((function(){a.set("localRefresh",s)}),16),this.set("data",o),this.emit("afterchangedata"),this},e.prototype.addCombos=function(t){var e=this.get("comboTrees");this.get("itemController").addCombos(e,t)},e.prototype.createCombo=function(t,e,n){var r=this;void 0===n&&(n=!0);var i=this.get("itemController");this.set("comboSorted",!1);var o,a="";if(t){if((0,M.isString)(t))a=t,o={id:t};else{if(!(a=t.id))return void console.warn("Create combo failed. Please assign a unique string id for the adding combo.");o=t}var s=n&&this.get("enabledStack"),u={nodes:[],combos:[]};s&&e.forEach((function(t){var e=r.findById(t),n=e.getType();if("node"===n||"combo"===n){var i=e.getModel();u["".concat(n,"s")].push({id:t,parentId:"node"===n?i.comboId:i.parentId})}}));var c=this.get("comboTrees"),l=new Set(e),h=new Map;c&&(c.forEach((function(t){_n(t,(function(t,e,n){if(l.has(t.id)){if(e){var o=r.findById(e.id),a=r.findById(t.id);e.children.splice(n,1),o.removeChild(a),i.updateCombo(o,e.children)}"combo"===t.itemType&&h.set(t.id,t)}return!0}))})),c=c.filter((function(t){return!l.has(t.id)})),this.set("comboTrees",c));var f={nodes:[],combos:[]},d=e.map((function(t){var e=r.findById(t),n=e.getModel(),i="";e.getType&&(i=e.getType());var o=h.get(t)||{id:e.getID(),itemType:i};return"combo"===i?(o.parentId=a,n.parentId=a):"node"===i&&(o.comboId=a,n.comboId=a),s&&f["".concat(i,"s")].push({id:n.id,parentId:a}),o}));o.children=d,this.addItem("combo",o,!1),this.set("comboSorted",!1),c&&(c.forEach((function(t){wn(t,(function(t){return t.id!==a||(t.itemType="combo",t.children=d,!1)}))})),this.sortCombos()),s&&(f.combos.push(o),this.pushStack("createCombo",{before:u,after:f}));var p=this.findById(a);!p.getModel().parentId&&p.getChildren().combos.length&&this.updateComboTree(p,void 0,!1),setTimeout((function(){p.set("animate",!0)}),0)}},e.prototype.uncombo=function(t,e){var n,r,i=this;void 0===e&&(e=!0);var o=t;if((0,M.isString)(t)&&(o=this.findById(t)),!o||o.getType&&"combo"!==o.getType())console.warn("The item is not a combo!");else{var a=o.getModel(),s=o.getModel().parentId,u=this.get("comboTrees");u||(u=[]);var c,l=this.get("itemMap"),h=o.get("id"),f=[],d=this.get("combos"),p=this.findById(s),g=e&&this.get("enabledStack"),m={};if(g&&((m=(0,M.clone)(a)).children=[]),u.forEach((function(t){c||_n(t,(function(t){var e;if(t.id===h){c=t;var n=o.getEdges().map((function(t){return t.getID()}));n.forEach((function(t){i.removeItem(t,!1)}));var r=d.indexOf(o);d.splice(r,1),delete l[h];var a=(0,M.clone)(o.getModel());o.destroy(),i.emit("afterremoveitem",{item:a,type:"combo"})}return!s||!c||t.id!==s||(p.removeCombo(o),-1!==(r=(f=t.children).indexOf(c))&&f.splice(r,1),null===(e=c.children)||void 0===e||e.forEach((function(t){var e=i.findById(t.id),n=e.getModel();e.getType&&"combo"===e.getType()?(t.parentId=s,delete t.comboId,n.parentId=s,delete n.comboId):e.getType&&"node"===e.getType()&&(t.comboId=s,n.comboId=s),p.addChild(e),f.push(t)})),i.updateCombo(p),!1)}))})),!s&&c){var v=u.indexOf(c);u.splice(v,1),null===(n=c.children)||void 0===n||n.forEach((function(t){t.parentId=void 0;var e=i.findById(t.id).getModel();delete e.parentId,delete e.comboId,"node"!==t.itemType&&u.push(t)}))}if(g){var y={nodes:[],combos:[]},b={nodes:[],combos:[]};null===(r=c.children)||void 0===r||r.forEach((function(t){var e=i.findById(t.id).getType();"node"!==e&&"combo"!==e||(y["".concat(e,"s")].push({id:t.id,parentId:h}),b["".concat(e,"s")].push({id:t.id,parentId:s}))})),y.combos.push(m),this.pushStack("uncombo",{before:y,after:b})}}},e.prototype.updateCombos=function(t){var e=this;void 0===t&&(t=!1);var n=this,r=this.get("comboTrees"),i=n.get("itemController"),o=n.get("itemMap");(r||[]).forEach((function(n){_n(n,(function(n){var r;if(!n)return!0;var a=o[n.id];if("combo"===(null===(r=null==a?void 0:a.getType)||void 0===r?void 0:r.call(a))){var s=R([],a.getStates(),!0);(0,M.each)(s,(function(t){return e.setItemState(a,t,!1)})),i.updateCombo(a,n.children,t),(0,M.each)(s,(function(t){return e.setItemState(a,t,!0)}))}return!0}))})),n.sortCombos()},e.prototype.updateCombo=function(t){var e,n=this,r=t;if((0,M.isString)(t)&&(r=this.findById(t)),!r||r.getType&&"combo"!==r.getType())console.warn("The item to be updated is not a combo!");else{e=r.get("id");var i=this.get("comboTrees"),o=this.get("itemController"),a=this.get("itemMap");(i||[]).forEach((function(t){_n(t,(function(t){if(!t)return!0;var r=a[t.id];if(e===t.id&&r&&r.getType&&"combo"===r.getType()){var i=R([],r.getStates(),!0);(0,M.each)(i,(function(t){r.getStateStyle(t)&&n.setItemState(r,t,!1)})),o.updateCombo(r,t.children),(0,M.each)(i,(function(t){r.getStateStyle(t)&&n.setItemState(r,t,!0)})),e&&(e=t.parentId)}return!0}))}))}},e.prototype.updateComboTree=function(t,e,n){void 0===n&&(n=!0);var r;this.set("comboSorted",!1);var i,o=(r=(0,M.isString)(t)?this.findById(t):t).getModel(),a=o.comboId||o.parentId,s="";if(r.getType&&(s=r.getType()),e&&"combo"===s){var u,c=this.get("comboTrees"),l=!0;if((c||[]).forEach((function(t){u||wn(t,(function(t){if(!u)return t.id===r.getID()&&(u=t),!0}))})),wn(u,(function(t){return t.id!==e||(l=!1,!1)})),!l)return void console.warn("Failed to update the combo tree! The parentId points to a descendant of the combo!")}if(n&&this.get("enabledStack")){var h={},f={};"combo"===s?(h.combos=[{id:o.id,parentId:o.parentId}],f.combos=[{id:o.id,parentId:e}]):"node"===s&&(h.nodes=[{id:o.id,parentId:o.comboId}],f.nodes=[{id:o.id,parentId:e}]),this.pushStack("updateComboTree",{before:h,after:f})}if(o.parentId||o.comboId){var d=this.findById(o.parentId||o.comboId);d&&d.removeChild(r)}("combo"===s?o.parentId=e:"node"===s&&(o.comboId=e),e)&&((i=this.findById(e))&&i.addChild(r));a&&((i=this.findById(a))&&i.removeChild(r));var p=An(this.get("comboTrees"),o.id,e);this.set("comboTrees",p),this.updateCombos()},e.prototype.save=function(){var t=[],e=[],n=[];return(0,M.each)(this.get("nodes"),(function(e){t.push(e.getModel())})),(0,M.each)(this.get("edges"),(function(t){e.push(t.getModel())})),(0,M.each)(this.get("combos"),(function(t){n.push(t.getModel())})),{nodes:t,edges:e,combos:n}},e.prototype.changeSize=function(t,e){return this.get("viewController").changeSize(t,e),this},e.prototype.refresh=function(){var t=this;if(t.emit("beforegraphrefresh"),t.get("animate"))t.positionsAnimate();else{var e=t.get("nodes"),n=t.get("edges"),r=t.get("edges");(0,M.each)(e,(function(t){t.refresh()})),(0,M.each)(n,(function(t){t.refresh()})),(0,M.each)(r,(function(t){t.refresh()}))}t.emit("aftergraphrefresh"),t.autoPaint()},e.prototype.getNodes=function(){return this.get("nodes")},e.prototype.getEdges=function(){return this.get("edges")},e.prototype.getCombos=function(){return this.get("combos")},e.prototype.getComboChildren=function(t){if((0,M.isString)(t)&&(t=this.findById(t)),t&&(!t.getType||"combo"===t.getType()))return t.getChildren();console.warn("The combo does not exist!")},e.prototype.positionsAnimate=function(t){var e=this;e.emit("beforeanimate");var n=e.get("animateCfg"),r=n.onFrame,i=t?e.getNodes().concat(e.getCombos()):e.getNodes(),o=i.map((function(t){var e=t.getModel();return{id:e.id,x:e.x,y:e.y}}));e.stopAnimate();var a=e.get("canvas");e.animating=!0,setTimeout((function(){a.animate((function(n){(0,M.each)(o,(function(t){var i=e.findById(t.id);if(i&&!i.destroyed){var o=i.get("originAttrs"),a=i.get("model"),s=i.getContainer().getMatrix();if(null==o&&(s&&(o={x:s[6],y:s[7]}),i.set("originAttrs",o||0)),r){var u=r(i,n,t,o||{x:0,y:0});i.set("model",Object.assign(a,u))}else o?(a.x=o.x+(t.x-o.x)*n,a.y=o.y+(t.y-o.y)*n):(a.x=t.x,a.y=t.y)}})),e.refreshPositions(t)}),{duration:n.duration,easing:n.easing,callback:function(){(0,M.each)(i,(function(t){t.set("originAttrs",null)})),n.callback&&n.callback(),e.emit("afteranimate"),e.animating=!1}})}),0)},e.prototype.refreshPositions=function(t){var e=this;e.emit("beforegraphrefreshposition");var n,r=e.get("nodes"),i=e.get("edges"),o=e.get("vedges"),a=e.get("combos"),s={},u=function(t){(0,M.each)(t,(function(t){n=t.getModel();var e=t.get("originAttrs");if(!e||n.x!==e.x||n.y!==e.y){var r=t.updatePosition({x:n.x,y:n.y});s[n.id]=r,n.comboId&&(s[n.comboId]=s[n.comboId]||r),n.parentId&&(s[n.parentId]=s[n.parentId]||r)}}))};u(a),u(r),a&&0!==a.length&&(t?(u(a),e.updateCombos()):e.updateCombos()),(0,M.each)(i,(function(t){var e=t.getSource().getModel(),n=t.getTarget();if(!(0,M.isPlainObject)(n)){var r=n.getModel();(s[e.id]||s[r.id]||t.getModel().isComboEdge)&&t.refresh()}})),(0,M.each)(o,(function(t){t.refresh()})),e.emit("aftergraphrefreshposition"),e.autoPaint()},e.prototype.stopAnimate=function(){var t=this.get("canvas").cfg.timeline;t&&t.stopAllAnimations()},e.prototype.isAnimating=function(){return this.animating},e.prototype.getZoom=function(){var t=this.get("group").getMatrix();return t?t[0]:1},e.prototype.getCurrentMode=function(){return this.get("modeController").getMode()},e.prototype.setMode=function(t){return this.get("modeController").setMode(t),this},e.prototype.clear=function(t){var e;return void 0===t&&(t=!1),null===(e=this.get("canvas"))||void 0===e||e.clear(),this.initGroups(),this.set({itemMap:{},nodes:[],edges:[],vedges:[],groups:[],combos:[],comboTrees:[]}),t||this.emit("afterrender"),this},e.prototype.updateLayout=function(t,e,n,r){var i=this;void 0===t&&(t={}),void 0===r&&(r=!0);var o=this.get("layoutController");if((0,M.isString)(t)&&(t={type:t}),e){var a=n;a||(a="begin"===e?{x:0,y:0}:{x:this.getWidth()/2,y:this.getHeight()/2}),a=this.getPointByCanvas(a.x,a.y);var s=["force","gForce","fruchterman","force2"];s.includes(t.type)||!t.type&&s.includes(null==o?void 0:o.layoutType)?t.center=[a.x,a.y]:this.once("afterlayout",(function(t){var n=i.getGroup().getMatrix()||[1,0,0,0,1,0,0,0,1];a.x=a.x*n[0]+n[6],a.y=a.y*n[0]+n[7];var r=i.getGroup().getCanvasBBox(),o=r.minX,s=r.maxX,u=r.minY,c={x:(o+s)/2,y:(u+r.maxY)/2};"begin"===e&&(c.x=o,c.y=u),i.translate(a.x-c.x,a.y-c.y)}))}var u=P({},this.get("layout")),c={};Object.assign(c,u,t),t.pipes&&!t.type?delete c.type:!t.pipes&&c.type&&delete c.pipes,this.set("layout",c),o&&(o.isLayoutTypeSame(c)&&c.gpuEnabled===u.gpuEnabled?o.updateLayoutCfg(c):o.changeLayout(c),r&&this.get("enabledStack")&&this.pushStack("layout",{before:u,after:c}))},e.prototype.destroyLayout=function(){var t=this.get("layoutController");null==t||t.destroyLayout()},e.prototype.layout=function(){var t,e=this.get("layoutController"),n=this.get("layout");n&&e&&(n.workerEnabled?e.layout():(null===(t=e.layoutMethods)||void 0===t?void 0:t.length)?e.relayout(!0):e.layout())},e.prototype.collapseCombo=function(t,e){var n=this;if(void 0===e&&(e=!0),!this.destroyed)if((0,M.isString)(t)&&(t=this.findById(t)),t){this.emit("beforecollapseexpandcombo",{action:"collapse",item:t});var r=t.getModel();this.get("itemController").collapseCombo(t,e),r.collapsed=!0;var i=this.getEdges().concat(this.get("vedges")),o=[],a=this.get("comboTrees"),s=!1;(a||[]).forEach((function(t){s||wn(t,(function(t){if(s&&t.depth<=r.depth)return!1;if(r.id===t.id&&(s=!0),s){var e=n.findById(t.id);e&&e.getType&&"combo"===e.getType()&&(o=(o=o.concat(e.getNodes())).concat(e.getCombos()))}return!0}))}));var u={};i.forEach((function(t){var e=t.getModel(),i=e.isVEdge,a=e.size,s=void 0===a?1:a;if(!t.isVisible()||i){var c,l=t.getSource(),h=t.getTarget(),f=null;if(l.getModel().id===r.id||o.includes(l)&&!o.includes(h)?(f=h,c=!1):(h.getModel().id===r.id||!o.includes(l)&&o.includes(h))&&(f=l,c=!0),f){if(i)return void n.removeItem(t,!1);for(var d=f.getModel();!f.isVisible();){var p=d.parentId,g=d.comboId,m=p||g;if(!(f=n.findById(m))||!m)return;d=f.getModel()}var v=d.id,y=c?{source:v,target:r.id,size:s,isVEdge:!0}:{source:r.id,target:v,size:s,isVEdge:!0},b="".concat(y.source,"-").concat(y.target);if(u[b])return void(u[b].size+=s);u[b]=y}}})),this.addItems(Object.values(u).map((function(t){return{type:"vedge",model:t}})),!1),this.emit("aftercollapseexpandcombo",{action:"collapse",item:t})}else console.warn("The combo to be collapsed does not exist!")},e.prototype.expandCombo=function(t,e){var n=this;if(void 0===e&&(e=!0),(0,M.isString)(t)&&(t=this.findById(t)),!t||t.getType&&"combo"!==t.getType())console.warn("The combo to be collapsed does not exist!");else{this.emit("beforecollapseexpandcombo",{action:"expand",item:t});var r=t.getModel();this.get("itemController").expandCombo(t,e),r.collapsed=!1;var i=this.getEdges().concat(this.get("vedges")),o=[],a=this.get("comboTrees"),s=!1;(a||[]).forEach((function(t){s||wn(t,(function(t){if(s&&t.depth<=r.depth)return!1;if(r.id===t.id&&(s=!0),s){var e=n.findById(t.id);e&&e.getType&&"combo"===e.getType()&&(o=(o=o.concat(e.getNodes())).concat(e.getCombos()))}return!0}))}));var u={};i.forEach((function(t){if(!t.isVisible()||t.getModel().isVEdge){var e,i=t.getSource(),a=t.getTarget(),s=i.get("id"),c=a.get("id"),l=null;if(s===r.id||o.includes(i)&&!o.includes(a)?(l=a,e=!1):c===r.id||!o.includes(i)&&o.includes(a)?(l=i,e=!0):o.includes(i)&&o.includes(a)&&i.isVisible()&&a.isVisible()&&t.show(),l){var h=t.getModel(),f=h.isVEdge,d=h.size,p=void 0===d?1:d;if(f)return void n.removeItem(t,!1);for(var g=l.getModel();!l.isVisible();){var m=g.parentId,v=g.comboId,y=m||v;if(!(l=n.findById(y))||!y)return;g=l.getModel()}for(var b=g.id,x=e?a:i,w=x.getModel();!x.isVisible();){var _=w.parentId,S=w.comboId,E=_||S;if(!(x=n.findById(E))||!E)return;if(w.comboId===r.id||w.parentId===r.id)break;w=x.getModel()}var M=w.id;if(b){var T=e?{source:b,target:M,isVEdge:!0,size:p}:{source:M,target:b,isVEdge:!0,size:p},A="".concat(T.source,"-").concat(T.target);if(u[A])return void(u[A].size+=p);u[A]=T}}}})),this.addItems(Object.values(u).map((function(t){return{type:"vedge",model:t}})),!1),this.emit("aftercollapseexpandcombo",{action:"expand",item:t})}},e.prototype.collapseExpandCombo=function(t,e){if(void 0===e&&(e=!0),(0,M.isString)(t)&&(t=this.findById(t)),t&&(!t.getType||"combo"===t.getType())){for(var n=t.getModel(),r=this.findById(n.parentId);r;){var i=r.getModel();if(i.collapsed)return console.warn("Fail to expand the combo since it's ancestor combo is collapsed."),void(r=void 0);r=this.findById(i.parentId)}n.collapsed?this.expandCombo(t,e):this.collapseCombo(t,e),this.updateCombo(t)}},e.prototype.getNeighbors=function(t,e){var n=t;return(0,M.isString)(t)&&(n=this.findById(t)),n.getNeighbors(e)},e.prototype.getNodeDegree=function(t,e,n){void 0===e&&(e=void 0),void 0===n&&(n=!1);var r=t;(0,M.isString)(t)&&(r=this.findById(t));var i=this.get("degrees");i&&!n||(i=it(this.save()),this.set("degrees",i));var o=i[r.getID()],a=0;if(!o)return 0;switch(e){case"in":a=o.inDegree;break;case"out":a=o.outDegree;break;case"all":a=o;break;default:a=o.degree}return a},e.prototype.getUndoStack=function(){return this.undoStack},e.prototype.getRedoStack=function(){return this.redoStack},e.prototype.getStackData=function(){return this.get("enabledStack")?{undoStack:this.undoStack.toArray(),redoStack:this.redoStack.toArray()}:null},e.prototype.clearStack=function(){this.get("enabledStack")&&(this.undoStack.clear(),this.redoStack.clear(),this.emit("stackchange",{undoStack:this.undoStack,redoStack:this.redoStack}))},e.prototype.pushStack=function(t,e,n){if(void 0===t&&(t="update"),void 0===n&&(n="undo"),this.get("enabledStack")){var r=e?(0,M.clone)(e):{before:{},after:(0,M.clone)(this.save())};"redo"===n?this.redoStack.push({action:t,data:r}):this.undoStack.push({action:t,data:r}),this.emit("stackchange",{action:t,stackType:n,undoStack:this.undoStack,redoStack:this.redoStack})}else console.warn("请先启用 undo & redo 功能，在实例化 Graph 时候配置 enabledStack: true !")},e.prototype.getAdjMatrix=function(t,e){void 0===t&&(t=!0),void 0===e&&(e=this.get("directed"));var n=this.get("adjMatrix");return n&&t||(n=G(this.save(),e),this.set("adjMatrix",n)),n},e.prototype.getShortestPathMatrix=function(t,e){void 0===t&&(t=!0),void 0===e&&(e=this.get("directed"));var n=this.get("adjMatrix"),r=this.get("shortestPathMatrix");return n&&t||(n=G(this.save(),e),this.set("adjMatrix",n)),r&&t||(r=bt(this.save(),e),this.set("shortestPathMatrix",r)),r},e.prototype.on=function(e,n,r){return t.prototype.on.call(this,e,n,r)},e.prototype.destroy=function(){var t,e,n,r,i;this.emit("beforedestroy"),this.clear(),this.clearStack(),null===(t=this.get("itemController"))||void 0===t||t.destroy(),null===(e=this.get("modeController"))||void 0===e||e.destroy(),null===(n=this.get("viewController"))||void 0===n||n.destroy(),null===(r=this.get("stateController"))||void 0===r||r.destroy(),null===(i=this.get("canvas"))||void 0===i||i.destroy(),this.cfg=null,this.destroyed=!0,this.redoStack=null,this.undoStack=null,this.emit("afterdestroy")},e.prototype.createHull=function(t){if(t.members&&!(t.members.length<1)){var e=this.get("hullGroup"),n=this.get("hullMap");if(n||(n={},this.set("hullMap",n)),e&&!e.get("destroyed")||((e=this.get("group").addGroup({id:"hullGroup"})).toBack(),this.set("hullGroup",e)),n[t.id])return console.warn("Existed hull id."),n[t.id];var r=e.addGroup({id:"".concat(t.id,"-container")}),i=new Au(this,P(P({},t),{group:r}));return n[i.id]=i,i}console.warn("Create hull failed! The members is empty.")},e.prototype.getHulls=function(){return this.get("hullMap")},e.prototype.getHullById=function(t){return this.get("hullMap")[t]},e.prototype.removeHull=function(t){var e,n;n=(0,M.isString)(t)?this.getHullById(t):t,null===(e=this.get("hullMap"))||void 0===e||delete e[n.id],n.destroy()},e.prototype.removeHulls=function(){var t=this.getHulls();t&&Object.keys(t).length&&(Object.keys(t).forEach((function(e){t[e].destroy()})),this.set("hullMap",{}))},e}(F),Nu=ku;function Ou(t){return Ou="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t},Ou(t)}var Pu=H,Iu="-shape",Lu="-label",Du=["startArrow","endArrow"],Ru={lineWidth:1,stroke:void 0,fill:void 0,lineAppendWidth:1,opacity:void 0,strokeOpacity:void 0,fillOpacity:void 0,x:0,y:0,r:10,width:20,height:20,shadowColor:void 0,shadowBlur:0,shadowOffsetX:0,shadowOffsetY:0},zu={edge:{lineWidth:1,stroke:"#000",lineDash:void 0,startArrow:!1,endArrow:!1,opacity:void 0,strokeOpacity:void 0,fillOpacity:void 0,shadowColor:void 0,shadowBlur:0,shadowOffsetX:0,shadowOffsetY:0},node:Ru,combo:Ru},Fu="-label-bg",Bu={options:{labelCfg:{style:{fontFamily:cn.windowFontFamily}},descriptionCfg:{style:{fontFamily:cn.windowFontFamily}}},itemType:"",type:"",getCustomConfig:function(t){return{}},getOptions:function(t,e){return"move"===e||(null==e?void 0:e.includes("bbox"))?t:(0,M.deepMix)({},this.options,this.getCustomConfig(t)||{},t)},draw:function(t,e){e.shapeMap={},this.mergeStyle=this.getOptions(t);var n=this.drawShape(t,e);if(n.set("className",this.itemType+Iu),e.shapeMap[this.itemType+Iu]=n,t.label){var r=this.drawLabel(t,e);r.set("className",this.itemType+Lu),e.shapeMap[this.itemType+Lu]=r}return n},afterDraw:function(t,e,n){},drawShape:function(t,e){return null},drawLabel:function(t,e){var n=(this.mergeStyle||this.getOptions(t)||{}).labelCfg||{},r=this.getLabelStyle(t,n,e),i=r.rotate;delete r.rotate;var o=e.addShape("text",{attrs:r,draggable:!0,className:"text-shape",name:"text-shape",labelRelated:!0});if(e.shapeMap["text-shape"]=o,!isNaN(i)&&""!==i){var a=o.getBBox(),s=[1,0,0,0,1,0,0,0,1];if(r.rotateCenter)switch(r.rotateCenter){case"center":default:s=Pu(s,[["t",-a.width/2,-a.height/2],["r",i],["t",a.width/2,a.height/2]]);break;case"lefttop":s=Pu(s,[["t",-r.x,-r.y],["r",i],["t",r.x,r.y]]);break;case"leftcenter":s=Pu(s,[["t",-r.x,-r.y-a.height/2],["r",i],["t",r.x,r.y+a.height/2]])}else s=Pu(s,[["t",-r.x,-r.y-a.height/2],["r",i],["t",r.x,r.y+a.height/2]]);o.setMatrix(s)}if(r.background){var u=this.drawLabelBg(t,e,o),c=this.itemType+Fu;u.set("classname",c),e.shapeMap[c]=u,o.toFront()}return o},drawLabelBg:function(t,e,n){var r=this.options.labelCfg,i=(0,M.mix)({},r,t.labelCfg),o=this.getLabelBgStyleByPosition(n,i),a=e.addShape("rect",{name:"text-bg-shape",attrs:o,labelRelated:!0});return e.shapeMap["text-bg-shape"]=a,a},getLabelStyleByPosition:function(t,e,n){return{text:t.label}},getLabelBgStyleByPosition:function(t,e){return{}},getLabelStyle:function(t,e,n){var r=this.getLabelStyleByPosition(t,e,n),i="".concat(this.itemType,"Label"),o=cn[i]?cn[i].style:null;return P(P(P({},o),r),e.style)},getShapeStyle:function(t){return t.style},update:function(t,e,n){this.updateShapeStyle(t,e,n),this.updateLabel(t,e,n)},updateShapeStyle:function(t,e,n){var r,i=e.getContainer(),o=e.getKeyShape(),a=(0,M.mix)({},o.attr(),t.style),s=function(t){var e,n=a[t];if((0,M.isPlainObject)(n)){var s=(null===(r=i.shapeMap)||void 0===r?void 0:r[t])||i.find((function(e){return e.get("name")===t}));null==s||s.attr(n)}else o.attr(((e={})[t]=n,e))};for(var u in a)s(u)},updateLabel:function(t,e,n){var r,i,o=e.getContainer(),a=(this.mergeStyle||this.getOptions({},n)||{}).labelCfg,s=void 0===a?{}:a,u=this.itemType+Lu,c=o.shapeMap[u]||o.find((function(t){return t.get("className")===u})),l=this.itemType+Fu,h=o.shapeMap[l]||o.find((function(t){return t.get("className")===l}));if(c&&void 0===t.label&&(o.removeChild(c),delete o.shapeMap[u],h&&(o.removeChild(h),delete o.shapeMap[l])),t.label||""===t.label)if(c){(!n||"bbox|label"===n||"edge"===this.itemType&&"style"!==n)&&(s=(0,M.deepMix)(s,t.labelCfg));var f=this.getLabelStyleByPosition(t,s,o),d=null===(r=t.labelCfg)||void 0===r?void 0:r.style,p=P(P({},f),d),g=p.rotate;if(delete p.rotate,isNaN(g)||""===g)1!==(null===(i=c.getMatrix())||void 0===i?void 0:i[4])&&c.resetMatrix(),c.attr(p);else{var m=[1,0,0,0,1,0,0,0,1];m=Pu(m,[["t",-p.x,-p.y],["r",g],["t",p.x,p.y]]),p.matrix=m,c.attr(p)}if(h)if(p.background){var v=this.getLabelBgStyleByPosition(c,s);h.attr(v)}else o.removeChild(h);else p.background&&((h=this.drawLabelBg(t,o,c)).set("classname",l),o.shapeMap[l]=h,c.toFront())}else{var y=this.drawLabel(t,o);y.set("className",u),o.shapeMap[u]=y}},afterUpdate:function(t,e){},setState:function(t,e,n){var r,i,o,a=n.get("keyShape");if(a&&!a.destroyed){var s=n.getType(),u=(0,M.isBoolean)(e)?t:"".concat(t,":").concat(e),c=this.getStateStyle(u,n),l=n.getStateStyle(u);if(l||c){var h=(0,M.mix)({},l||c),f=n.getContainer(),d={x:1,y:1,cx:1,cy:1,matrix:1};if("combo"===s&&(d.r=1,d.width=1,d.height=1),e){var p=function(t){var e,n=h[t];if((0,M.isPlainObject)(n)&&!Du.includes(t)){var r=(null===(o=f.shapeMap)||void 0===o?void 0:o[t])||f.find((function(e){return e.get("name")===t}));null==r||r.attr(n)}else a.attr(((e={})[t]=n,e))};for(var g in h)p(g)}else{var m=Nn(n.getCurrentStatesStyle()),v=n.getModel(),y=(0,M.mix)({},v.style,Nn(n.getOriginStyle())),b=a.get("name"),x=a.attr(),w={};Object.keys(x).forEach((function(t){if("img"!==t){var e=x[t];e&&"object"===Ou(e)?w[t]=(0,M.clone)(e):w[t]=e}}));var _={},S=function(t){var e=h[t];if((0,M.isPlainObject)(e)&&!Du.includes(t)){var n=f.shapeMap[t]||f.find((function(e){return e.get("name")===t}));if(n){var r=Nn(n.attr());(0,M.each)(e,(function(e,i){if(t===b&&w[i]&&!d[i]){delete w[i];var o=y[t][i]||zu[s][i];a.attr(i,o)}else if(r[i]||0===r[i]){delete r[i];var u=y[t][i]||zu[s][i];n.attr(i,u)}})),_[t]=r}}else if(w[t]&&!d[t]){delete w[t];var i=y[t]||(y[b]?y[b][t]:void 0)||zu[s][t];a.attr(t,i)}};for(var E in h)S(E);for(var g in b?_[b]=w:(0,M.mix)(_,w),m)if(!d[g]){var T=m[g];(0,M.isPlainObject)(T)&&!Du.includes(g)||(b?((0,M.mix)(y[b],((i={})[g]=T,i)),delete y[g]):(0,M.mix)(y,((r={})[g]=T,r)),delete m[g])}var A={};(0,M.deepMix)(A,y,_,m);var C=!1,k=function(t){var e,n,r=A[t];if((0,M.isPlainObject)(r)&&!Du.includes(t)){var i=f.shapeMap[t]||f.find((function(e){return e.get("name")===t}));i&&(("text"===i.get("type")||i.get("labelRelated"))&&(delete r.x,delete r.y,delete 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0:e.size)||t.size||this.getOptions({}).size||cn.defaultNode.size;return(0,M.isArray)(n)&&1===n.length&&(n=[n[0],n[0]]),(0,M.isArray)(n)||(n=[n,n]),n},getLabelStyleByPosition:function(t,e){var n=e.maxLength,r=t.label;n&&(r=Mn(r,n));var i=e.position||this.labelPosition;if("center"===i)return{x:0,y:0,text:r,textBaseline:"middle",textAlign:"center"};var o=e.offset;(0,M.isNil)(o)&&(o=this.offset);var a,s=this.getSize(t);switch(i){case"top":a={x:0,y:-s[1]/2-o,textBaseline:"bottom",textAlign:"center"};break;case"bottom":a={x:0,y:s[1]/2+o,textBaseline:"top",textAlign:"center"};break;case"left":a={x:-s[0]/2-o,y:0,textBaseline:"middle",textAlign:"right"};break;default:a={x:s[0]/2+o,y:0,textBaseline:"middle",textAlign:"left"}}return a.text=r,a},getLabelBgStyleByPosition:function(t,e){var n;if(!t)return{};var r=null===(n=e.style)||void 0===n?void 0:n.background;if(!r)return{};var i=t.getBBox(),o=ls(r.padding),a=i.width+o[1]+o[3],s=i.height+o[0]+o[2];return 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p="".concat(this.type,"-icon");if(s)r.shapeMap[p]=r.addShape("text",{attrs:P({x:0,y:0,fontSize:12,fill:"#000",stroke:"#000",textBaseline:"middle",textAlign:"center"},i),className:p,name:p});else{h=i.width,d=i.height;r.shapeMap[p]=r.addShape("image",{attrs:P(P({},i),{x:-h/2,y:-d/2}),className:p,name:p})}var g=r.shapeMap["node-label"]||r.find((function(t){return"node-label"===t.get("name")}));g&&g.toFront()}}},Uu=P(P({},Bu),ju);Ns.registerNode("single-node",Uu);var Vu="edge-shape";var Hu={itemType:"edge",labelPosition:"center",refX:0,refY:0,labelAutoRotate:!1,options:{size:cn.defaultEdge.size,style:{x:0,y:0,stroke:cn.defaultEdge.style.stroke,lineAppendWidth:cn.defaultEdge.style.lineAppendWidth},labelCfg:{style:{fill:cn.edgeLabel.style.fill,fontSize:cn.edgeLabel.style.fontSize,fontFamily:cn.windowFontFamily}},stateStyles:P({},cn.edgeStateStyles)},getPath:function(t){var 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m=this.getPath(l,g),v={};"move"===n?v={path:m}:(h.endArrow&&!1===f.endArrow&&(t.style.endArrow={path:""}),h.startArrow&&!1===f.startArrow&&(t.style.startArrow={path:""}),void 0===(v=P({},t.style)).lineWidth&&(v.lineWidth=((0,M.isNumber)(a)?a:null==a?void 0:a[0])||h.lineWidth),void 0===v.path&&(v.path=m),void 0===v.stroke&&(v.stroke=h.stroke||t.color)),o&&o.attr(v)},getLabelStyleByPosition:function(t,e,n){var r,i=e.position||this.labelPosition,o={},a=null==n?void 0:n.shapeMap[Vu];r="start"===i?0:"end"===i?1:.5;var s,u=e.refX||this.refX,c=e.refY||this.refY;if(t.startPoint.x===t.endPoint.x&&t.startPoint.y===t.endPoint.y)return o.x=t.startPoint.x+u,o.y=t.startPoint.y+c,o.text=t.label,o;s=(0,M.isNil)(e.autoRotate)?this.labelAutoRotate:e.autoRotate;var l=yn(a,r,u,c,s);return o.x=l.x,o.y=l.y,o.rotate=l.rotate,o.textAlign=this._getTextAlign(i,l.angle),o.text=t.label,o},getLabelBgStyleByPosition:function(t,e){if(!t)return{};var n=t.getBBox(),r=e.style&&e.style.background;if(!r)return{};var i=r.padding,o=n.width+i[1]+i[3],a=n.height+i[0]+i[2],s=P(P({},r),{width:o,height:a,x:n.minX-i[3],y:n.minY-i[0],matrix:[1,0,0,0,1,0,0,0,1]});return((0,M.isNil)(e.autoRotate)?this.labelAutoRotate:e.autoRotate)&&(s.matrix=t.attr("matrix")||[1,0,0,0,1,0,0,0,1]),s},_getTextAlign:function(t,e){var n="center";return e?(e%=2*Math.PI,"center"!==t&&(n=e>=0&&e<=Math.PI/2||e>=1.5*Math.PI&&e<2*Math.PI?t:function(t){var e=t;return"start"===t?e="end":"end"===t&&(e="start"),e}(t)),n):t},getControlPoints:function(t){return t.controlPoints},getPathPoints:function(t){return t},drawShape:function(t,e){var n=this.getShapeStyle(t),r=e.addShape("path",{className:Vu,name:Vu,attrs:n});return e.shapeMap[Vu]=r,r},drawLabel:function(t,e){var n=this.options.labelCfg,r=(0,M.deepMix)({},n,t.labelCfg),i=this.getLabelStyle(t,r,e),o=i.rotate;delete i.rotate;var 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f=r.get("context"),d=u.rotate,p=u.x,g=u.y;f.rotate(-d*Math.PI/180);var m=new Image;m.crossOrigin="anonymous",m.src=t,m.onload=function(){if(f.drawImage(m,p,g,u.width,u.height),f.rotate(d*Math.PI/180),s)n.style.cssText="background-image: url(".concat(r.get("el").toDataURL("image/png"),");background-repeat:repeat;");else{var t=document.querySelector(".g6-graph-watermarker");t||((t=document.createElement("div")).className="g6-graph-watermarker"),t.className="g6-graph-watermarker",r.destroyed||(t.style.cssText="background-image: url(".concat(r.get("el").toDataURL("image/png"),");background-repeat:repeat;position:absolute;top:0;bottom:0;left:0;right:0;pointer-events:none;z-index:-1;"),n.appendChild(t))}}},e.prototype.setTextWaterMarker=function(t,e){var n=this.get("container");(0,M.isString)(n)&&(n=document.getElementById(n)),n.style.position||(n.style.position="relative");var r=this.get("graphWaterMarker"),i=(0,M.deepMix)({},Bf.textWaterMarkerConfig,e),o=i.width,a=i.height,s=i.compatible,u=i.text;if(!(null==t?void 0:t.length)){var c=s?n:document.querySelector(".g6-graph-watermarker");return c&&(c.style.cssText=void 0),void(r&&r.clear())}if(r)r.clear();else{var l={container:n,width:o,height:a,capture:!1},h=this.get("pixelRatio");h&&(l.pixelRatio=h,window.devicePixelRatio=h),r=new Ol(l),this.set("graphWaterMarker",r)}r.get("el").style.display="none";var f=r.get("context"),d=u.rotate,p=u.fill,g=u.fontFamily,m=u.fontSize,v=u.baseline,y=u.x,b=u.y,x=u.lineHeight;f.rotate(-d*Math.PI/180),f.font="".concat(m,"px ").concat(g),f.fillStyle=p,f.textBaseline=v;for(var w=(0,M.isString)(t)?[t]:t,_=w.length-1;_>=0;_--)f.fillText(w[_],y,b+_*x);if(f.rotate(d*Math.PI/180),s)n.style.cssText="background-image: url(".concat(r.get("el").toDataURL("image/png"),");background-repeat:repeat;");else{var S=document.querySelector(".g6-graph-watermarker");S||((S=document.createElement("div")).className="g6-graph-watermarker"),S.style.cssText="background-image: url(".concat(r.get("el").toDataURL("image/png"),");background-repeat:repeat;position:absolute;top:0;bottom:0;left:0;right:0;pointer-events:none;z-index:99;"),n.appendChild(S)}},e.prototype.destroy=function(){var e,n,r,i;(0,M.each)(this.get("plugins"),(function(t){t.destroyPlugin()}));var o=this.get("tooltips");if(o)for(var a=0;a0)for(var c=u.length-1;c>=0;c--){var l=u[c].getModel();-1===e.indexOfChild(t.children||[],l.id)&&(i.innerRemoveChild(l.id,{x:t.x,y:t.y},r),u.splice(c,1))}o.get("originAttrs")&&(a=o.get("originAttrs").x,s=o.get("originAttrs").y);var h=o.getModel();r&&o.set("originAttrs",{x:h.x,y:h.y}),o.set("model",Object.assign(h,t.data)),a===t.x&&s===t.y||o.updatePosition({x:t.x,y:t.y})}else i.innerAddChild(t,n,r)},e.prototype.innerRemoveChild=function(t,e,n){var 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r=t[e[n]],i=r.exist;r.exist=!1,i||(r.remove(),delete t[e[n]])}},e.prototype.updateOneEdgeKeyShape=function(t,e){var n=this.get("itemMap")||{},r=n[t.get("id")];if(r){var i=t.get("keyShape").attr("path");r.attr("path",i)}else r=t.get("keyShape").clone(),e.add(r);t.isVisible()?r.show():r.hide(),r.exist=!0,n[t.get("id")]=r,this.set("itemMap",n)},e.prototype.updateOneNodeDelegateShape=function(t,e){var n=this.get("delegateStyle"),r=this.get("itemMap")||{},i=r[t.get("id")],o=t.getBBox();if(i){var a={x:o.minX,y:o.minY,width:o.width,height:o.height};i.attr(a),i.toFront()}else i=e.addShape("rect",{attrs:Qd({x:o.minX,y:o.minY,width:o.width,height:o.height},n),name:"minimap-node-shape"});t.isVisible()?i.show():i.hide(),i.exist=!0,r[t.get("id")]=i,this.set("itemMap",r)},e.prototype.init=function(){this.initContainer(),this.get("graph").on("afterupdateitem",this.handleUpdateCanvas),this.get("graph").on("afteritemstatechange",this.handleUpdateCanvas),this.get("graph").on("afteradditem",this.handleUpdateCanvas),this.get("graph").on("afterremoveitem",this.handleUpdateCanvas),this.get("graph").on("afterrender",this.handleUpdateCanvas),this.get("graph").on("afterlayout",this.handleUpdateCanvas)},e.prototype.initContainer=function(){var t=this,e=t.get("graph"),n=t.get("size"),r=t.get("className"),i=t.get("container"),o=Uh("
"));(0,M.isString)(i)&&(i=document.getElementById(i)),i?i.appendChild(o):e.get("container").appendChild(o),t.set("container",o);var a,s=Uh('
');o.appendChild(s),s.addEventListener("dragenter",(function(t){t.preventDefault()})),s.addEventListener("dragover",(function(t){t.preventDefault()})),a="svg"===e.get("renderer")?new jh({container:s,width:n[0],height:n[1]}):new Ol({container:s,width:n[0],height:n[1]}),t.set("canvas",a),t.updateCanvas()},e.prototype.updateCanvas=function(){if(!this.destroyed&&this.get("refresh")){var t=this.get("graph");if(!t.get("destroyed")){this.get("viewportChange")&&(this.set("viewportChange",!1),this.updateViewport());var e=this.get("size"),n=this.get("canvas"),r=this.get("type"),i=this.get("padding");if(!n.destroyed){switch(r){case"default":this.updateGraphShapes();break;case"keyShape":this.updateKeyShapes();break;case"delegate":this.updateDelegateShapes()}var o=n.get("children")[0];if(o){o.resetMatrix();var a=o.getCanvasBBox(),s=t.get("canvas").getCanvasBBox(),u=t.getZoom()||1,c=s.width/u,l=s.height/u;Number.isFinite(a.width)&&(c=Jd(a.width,c),l=Jd(a.height,l)),c+=2*i,l+=2*i;var h=Math.min(e[0]/c,e[1]/l),f=[1,0,0,0,1,0,0,0,1],d=0,p=0;Number.isFinite(a.minX)&&(d=-a.minX),Number.isFinite(a.minY)&&(p=-a.minY);var g=(e[0]-(c-2*i)*h)/2,m=(e[1]-(l-2*i)*h)/2;f=tp(f,[["t",d,p],["s",h,h],["t",g,m]]),o.setMatrix(f),this.set("ratio",h),this.set("totaldx",g+d*h),this.set("totaldy",m+p*h),this.set("dx",g),this.set("dy",m),this.updateViewport()}}}}},e.prototype.getCanvas=function(){return this.get("canvas")},e.prototype.getViewport=function(){return this.get("viewport")},e.prototype.getContainer=function(){return this.get("container")},e.prototype.destroy=function(){var t;null===(t=this.get("canvas"))||void 0===t||t.destroy();var e=this.get("container");(null==e?void 0:e.parentNode)&&e.parentNode.removeChild(e)},e}(Ud),np=ep,rp=function(){var t=function(e,n){return t=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n])},t(e,n)};return function(e,n){if("function"!=typeof n&&null!==n)throw new TypeError("Class extends value "+String(n)+" is not a constructor or null");function r(){this.constructor=e}t(e,n),e.prototype=null===n?Object.create(n):(r.prototype=n.prototype,new r)}}();function ip(t,e,n){var r=t.x-e.x,i=t.y-e.y;return!n||Math.abs(r)>n||Math.abs(i)>n?Math.sqrt(r*r+i*i):n}function op(t,e){var n=(e.source.y-e.target.y)/(e.source.x-e.target.x),r=(n*n*e.source.x+n*(t.y-e.source.y)+t.x)/(n*n+1);return{x:r,y:n*(r-e.source.x)+e.source.y}}var ap=function(t){function e(e){return t.call(this,e)||this}return rp(e,t),e.prototype.getDefaultCfgs=function(){return{edgeBundles:[],edgePoints:[],K:.1,lambda:.1,divisions:1,divRate:2,cycles:6,iterations:90,iterRate:.6666667,bundleThreshold:.6,eps:1e-6,onLayoutEnd:function(){},onTick:function(){}}},e.prototype.init=function(){var t=this.get("graph"),e=this.get("onTick");this.set("tick",(function(){e&&e(),t.refreshPositions()}))},e.prototype.bundling=function(t){var e=this;if(e.set("data",t),!e.isTicking()){var n=t.edges||[],r=t.nodes||[],i={},o=!1;if(r.forEach((function(t){null!==t.x&&null!==!t.y&&void 0!==t.x&&void 0!==!t.y||(o=!0),i[t.id]=t})),o)throw new Error("please layout the graph or assign x and y for nodes first");e.set("nodeIdMap",i);var a=e.get("divisions"),s=e.get("divRate"),u=e.divideEdges(a);e.set("edgePoints",u);var c=e.getEdgeBundles();e.set("edgeBundles",c);for(var l=e.get("cycles"),h=e.get("iterations"),f=e.get("iterRate"),d=e.get("lambda"),p=0;pl;){var r=l/n,a={x:i[o][e-1].x,y:i[o][e-1].y};a.x+=r*(t.x-i[o][e-1].x),a.y+=r*(t.y-i[o][e-1].y),h.push(a),n-=l,l=c}l-=n}})),h.push({x:u.x,y:u.y}),i[o]=h}})),i},e.prototype.getEdgeLength=function(t){var e=0;return t.forEach((function(n,r){0!==r&&(e+=ip(n,t[r-1]))})),e},e.prototype.getEdgeBundles=function(){var t=this,e=t.get("data").edges||[],n=t.get("bundleThreshold"),r=t.get("nodeIdMap"),i=t.get("edgeBundles");return i||(i=[]),e.forEach((function(t,e){i[e]&&void 0!==i[e]||(i[e]=[])})),e.forEach((function(o,a){var s=r[o.source],u=r[o.target];e.forEach((function(e,o){if(!(o<=a)){var c=r[e.source],l=r[e.target];t.getBundleScore({source:s,target:u},{source:c,target:l})>=n&&(i[a].push(o),i[o].push(a))}}))})),i},e.prototype.getBundleScore=function(t,e){var n=this;return t.vx=t.target.x-t.source.x,t.vy=t.target.y-t.source.y,e.vx=e.target.x-e.source.x,e.vy=e.target.y-e.source.y,t.length=ip({x:t.source.x,y:t.source.y},{x:t.target.x,y:t.target.y}),e.length=ip({x:e.source.x,y:e.source.y},{x:e.target.x,y:e.target.y}),n.getAngleScore(t,e)*n.getScaleScore(t,e)*n.getPositionScore(t,e)*n.getVisibilityScore(t,e)},e.prototype.getAngleScore=function(t,e){var n=function(t,e){return t.x*e.x+t.y*e.y}({x:t.vx,y:t.vy},{x:e.vx,y:e.vy});return n/(t.length*e.length)},e.prototype.getScaleScore=function(t,e){var n=(t.length+e.length)/2;return 2/(n/Math.min(t.length,e.length)+Math.max(t.length,e.length)/n)},e.prototype.getPositionScore=function(t,e){var n=(t.length+e.length)/2;return n/(n+ip({x:(t.source.x+t.target.x)/2,y:(t.source.y+t.target.y)/2},{x:(e.source.x+e.target.x)/2,y:(e.source.y+e.target.y)/2}))},e.prototype.getVisibilityScore=function(t,e){var n=this.getEdgeVisibility(t,e),r=this.getEdgeVisibility(e,t);return nr||Math.abs(i.y)>r){var a=1/ip(o[n][t],o[e][t]);s.x+=i.x*a,s.y+=i.y*a}})),s},e.prototype.isTicking=function(){return this.get("ticking")},e.prototype.getSimulation=function(){return this.get("forceSimulation")},e.prototype.destroy=function(){this.get("ticking")&&this.getSimulation().stop(),t.prototype.destroy.call(this)},e}(Ud),sp=ap,up=function(){var t=function(e,n){return t=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n])},t(e,n)};return function(e,n){if("function"!=typeof n&&null!==n)throw new TypeError("Class extends value "+String(n)+" is not a constructor or null");function r(){this.constructor=e}t(e,n),e.prototype=null===n?Object.create(n):(r.prototype=n.prototype,new r)}}(),cp=function(){return cp=Object.assign||function(t){for(var e,n=1,r=arguments.length;n(a||r.get("height"))&&n>1||u<(s||.05*r.get("height"))&&n<1)&&(n=1),u*=n,e.set("r",u),e.set("r2",u*u);var c=e.get("d");e.set("molecularParam",(c+1)*u),e.set("delegateCenterDiff",void 0),e.magnify(t,o)}},e.prototype.scaleRByDrag=function(t){var e=this;if(t){var n,r=e.get("dragPrePos"),i=e.get("graph"),o=i.getPointByClient(t.clientX,t.clientY);n=t.x-r.x<0?.95:1/.95;var a=e.get("maxR"),s=e.get("minR"),u=e.get("r");(u>(a||i.get("height"))&&n>1||u<(s||.05*i.get("height"))&&n<1)&&(n=1),u*=n,e.set("r",u),e.set("r2",u*u);var c=e.get("d");e.set("molecularParam",(c+1)*u),e.magnify(t,o),e.set("dragPrePos",{x:t.x,y:t.y})}},e.prototype.scaleDByWheel=function(t){var e=this;if(t||t.originalEvent){t.preventDefault&&t.preventDefault();var n=0;n=t.originalEvent.wheelDelta<0?-.1:.1;var r=e.get("d")+n,i=e.get("maxD"),o=e.get("minD");if(ro){e.set("d",r);var a=e.get("r");e.set("molecularParam",(r+1)*a);var s=e.get("delegate"),u=s?{x:s.attr("x"),y:s.attr("y")}:void 0;e.set("delegateCenterDiff",void 0),e.magnify(t,u)}}},e.prototype.scaleDByDrag=function(t){var e=this,n=e.get("dragPrePos"),r=t.x-n.x>0?.1:-.1,i=e.get("d")+r,o=e.get("maxD"),a=e.get("minD");if(ia){e.set("d",i);var s=e.get("r");e.set("molecularParam",(i+1)*s),e.magnify(t)}e.set("dragPrePos",{x:t.x,y:t.y})},e.prototype.magnify=function(t,e){var n=this;n.restoreCache();var r=n.get("graph"),i=n.get("cachedMagnifiedModels"),o=n.get("cachedOriginPositions"),a=n.get("showLabel"),s=n.get("r"),u=n.get("r2"),c=n.get("d"),l=n.get("molecularParam"),h=r.getNodes(),f=h.length,d=e?{x:e.x,y:e.y}:{x:t.x,y:t.y};!n.get("dragging")||"mousemove"!==n.get("trigger")&&"click"!==n.get("trigger")||(d=n.get("cacheCenter"));var p=n.get("delegateCenterDiff");p&&(d.x+=p.x,d.y+=p.y),n.updateDelegate(d,s);for(var g=0;g\n
  • \n \n \n \n
    • \n
  • \n \n \n \n
    • \n
  • \n \n \n \n
    • \n
  • \n \n \n \n
    • \n
  • \n \n \n \n
    • \n
  • \n \n \n \n
    • \n \n '},zoomSensitivity:2}},e.prototype.init=function(){var t=this,e=this.get("graph"),n=this.get("getContent")(e),r=n;(0,M.isString)(n)&&(r=Uh(n));var i=this.get("className");r.setAttribute("class",i||"g6-component-toolbar");var o=this.get("container");o||(o=this.get("graph").get("container")),(0,M.isString)(o)&&(o=document.getElementById(o)),o.appendChild(r),this.set("toolBar",r);var a=this.get("handleClick");r.addEventListener("click",(function(n){var r=function(t){if(!t)return[];if(t.composedPath)return t.composedPath();for(var e=[],n=t.target;n;){if(e.push(n),"HTML"===n.tagName)return e.push(document,window),e;n=n.parentElement}return e}(n).filter((function(t){return"LI"===t.nodeName}));if(0!==r.length){var i=r[0].getAttribute("code");i&&(a?a(i,e):t.handleDefaultOperator(i))}}));var s=this.get("position");s&&Fd(r,{top:"".concat(s.y,"px"),left:"".concat(s.x,"px")}),this.bindUndoRedo()},e.prototype.bindUndoRedo=function(){var t=this.get("graph"),e=document.querySelector('.g6-component-toolbar li[code="undo"]'),n=document.querySelector('.g6-component-toolbar li[code="undo"] svg'),r=document.querySelector('.g6-component-toolbar li[code="redo"]'),i=document.querySelector('.g6-component-toolbar li[code="redo"] svg');e&&n&&r&&i&&(e.setAttribute("style","cursor: not-allowed"),n.setAttribute("style","opacity: 0.4"),r.setAttribute("style","cursor: not-allowed"),i.setAttribute("style","opacity: 0.4"),t.on("stackchange",(function(t){var o=t.undoStack,a=t.redoStack,s=o.length,u=a.length;0===s?(e.setAttribute("style","cursor: not-allowed"),n.setAttribute("style","opacity: 0.4")):(e.removeAttribute("style"),n.removeAttribute("style")),0===u?(r.setAttribute("style","cursor: not-allowed"),i.setAttribute("style","opacity: 0.4")):(r.removeAttribute("style"),i.removeAttribute("style"))})))},e.prototype.undo=function(){var t=this.get("graph"),e=t.getUndoStack();if(e&&0!==e.length){var n=e.pop();if(n){var r=n.action;t.pushStack(r,(0,M.clone)(n.data),"redo");var i=n.data.before;if("add"===r&&(i=n.data.after),!i)return;switch(r){case"visible":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=t.findById(e.id);e.visible?t.showItem(n,!1):t.hideItem(n,!1)}))}));break;case"render":case"update":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=t.findById(e.id);delete e.id,t.updateItem(n,e,!1),"combo"===n.getType()&&t.updateCombo(n)}))}));break;case"changedata":t.changeData(i,!1);break;case"delete":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=e.itemType;delete e.itemType,t.addItem(n,e,!1)}))}));break;case"add":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){t.removeItem(e.id,!1)}))}));break;case"updateComboTree":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){t.updateComboTree(e.id,e.parentId,!1)}))}));break;case"createCombo":var o=n.data.after.combos,a=o[o.length-1];Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){t.updateComboTree(e.id,e.parentId,!1)}))})),t.removeItem(a.id,!1);break;case"uncombo":var s=i.combos[i.combos.length-1],u=i.nodes.concat(i.combos).map((function(t){return t.id})).filter((function(t){return t!==s.id}));t.createCombo(s,u,!1);break;case"layout":t.updateLayout(i,void 0,void 0,!1)}}}},e.prototype.redo=function(){var t=this.get("graph"),e=t.getRedoStack();if(e&&0!==e.length){var n=e.pop();if(n){var r=n.action,i=n.data.after;if(t.pushStack(r,(0,M.clone)(n.data)),"delete"===r&&(i=n.data.before),!i)return;switch(r){case"visible":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=t.findById(e.id);e.visible?t.showItem(n,!1):t.hideItem(n,!1)}))}));break;case"render":case"update":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=t.findById(e.id);delete e.id,t.updateItem(n,e,!1),"combo"===n.getType()&&t.updateCombo(n)}))}));break;case"changedata":t.changeData(i,!1);break;case"delete":i.edges&&i.edges.forEach((function(e){t.removeItem(e.id,!1)})),i.nodes&&i.nodes.forEach((function(e){t.removeItem(e.id,!1)})),i.combos&&i.combos.forEach((function(e){t.removeItem(e.id,!1)}));break;case"add":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=e.itemType;delete e.itemType,t.addItem(n,e,!1)}))}));break;case"updateComboTree":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){t.updateComboTree(e.id,e.parentId,!1)}))}));break;case"createCombo":var o=i.combos[i.combos.length-1];t.createCombo(o,o.children.map((function(t){return t.id})),!1);break;case"uncombo":var a=n.data.before.combos,s=a[a.length-1];t.uncombo(s.id,!1);break;case"layout":t.updateLayout(i,void 0,void 0,!1)}}}},e.prototype.zoomOut=function(){var t=this.get("graph"),e=t.getZoom(),n=1/(1-.05*this.get("zoomSensitivity"));n*e>(this.get("maxZoom")||t.get("maxZoom"))||t.zoomTo(e*n)},e.prototype.zoomIn=function(){var t=this.get("graph"),e=t.getZoom(),n=1-.05*this.get("zoomSensitivity");n*e<(this.get("minZoom")||t.get("minZoom"))||t.zoomTo(e*n)},e.prototype.realZoom=function(){this.get("graph").zoomTo(1)},e.prototype.autoZoom=function(){this.get("graph").fitView([20,20])},e.prototype.handleDefaultOperator=function(t){switch(t){case"redo":this.redo();break;case"undo":this.undo();break;case"zoomOut":this.zoomOut();break;case"zoomIn":this.zoomIn();break;case"realZoom":this.realZoom();break;case"autoZoom":this.autoZoom()}},e.prototype.destroy=function(){var t=this.get("toolBar");if(t){var e=this.get("container");e||(e=this.get("graph").get("container")),(0,M.isString)(e)&&(e=document.getElementById(e)),e.removeChild(t)}var n=this.get("handleClick");n&&t.removeEventListener("click",n)},e}(Ud),gp=pp,mp=function(){var t=function(e,n){return t=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n])},t(e,n)};return function(e,n){if("function"!=typeof n&&null!==n)throw new TypeError("Class extends value "+String(n)+" is not a constructor or null");function r(){this.constructor=e}t(e,n),e.prototype=null===n?Object.create(n):(r.prototype=n.prototype,new r)}}();"undefined"!=typeof document&&Yd()("\n .g6-component-tooltip {\n border: 1px solid #e2e2e2;\n border-radius: 4px;\n font-size: 12px;\n color: #545454;\n background-color: rgba(255, 255, 255, 0.9);\n padding: 10px 8px;\n box-shadow: rgb(174, 174, 174) 0px 0px 10px;\n }\n .tooltip-type {\n padding: 0;\n margin: 0;\n }\n .tooltip-id {\n color: #531dab;\n }\n");var vp=function(t){function e(e){return t.call(this,e)||this}return mp(e,t),e.prototype.getDefaultCfgs=function(){return{offsetX:6,offsetY:6,getContent:function(t){return"\n

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e(){var e=null!==t&&t.apply(this,arguments)||this;return e.type="quantile",e}return eg(e,t),e.prototype.initCfg=function(){this.tickMethod="quantile",this.tickCount=5,this.nice=!0},e}(am),um=sm,cm={};function lm(t,e){if(function(t){return cm[t]}(t))throw new Error("type '"+t+"' existed.");cm[t]=e}var hm=function(t){function e(){var e=null!==t&&t.apply(this,arguments)||this;return e.type="identity",e.isIdentity=!0,e}return eg(e,t),e.prototype.calculateTicks=function(){return this.values},e.prototype.scale=function(t){return this.values[0]!==t&&(0,M.isNumber)(t)?t:this.range[0]},e.prototype.invert=function(t){var e=this.range;return te[1]?NaN:this.values[0]},e}(Jp),fm=hm;function dm(t){var e=t.values,n=t.tickInterval,r=t.tickCount,i=t.showLast;if((0,M.isNumber)(n)){var o=(0,M.filter)(e,(function(t,e){return e%n==0})),a=(0,M.last)(e);return i&&(0,M.last)(o)!==a&&o.push(a),o}var s=e.length,u=t.min,c=t.max;if((0,M.isNil)(u)&&(u=0),(0,M.isNil)(c)&&(c=e.length-1),!(0,M.isNumber)(r)||r>=s)return e.slice(u,c+1);if(r<=0||c<=0)return[];for(var l=1===r?s:Math.floor(s/(r-1)),h=[],f=u,d=0;d=c);d++)f=Math.min(u+d*l,c),d===r-1&&i?h.push(e[c]):h.push(e[f]);return h}var pm=Math.sqrt(50),gm=Math.sqrt(10),mm=Math.sqrt(2),vm=function(){function t(){this._domain=[0,1]}return t.prototype.domain=function(t){return t?(this._domain=Array.from(t,Number),this):this._domain.slice()},t.prototype.nice=function(t){var e,n;void 0===t&&(t=5);var r,i=this._domain.slice(),o=0,a=this._domain.length-1,s=this._domain[o],u=this._domain[a];return u0?r=ym(s=Math.floor(s/r)*r,u=Math.ceil(u/r)*r,t):r<0&&(r=ym(s=Math.ceil(s*r)/r,u=Math.floor(u*r)/r,t)),r>0?(i[o]=Math.floor(s/r)*r,i[a]=Math.ceil(u/r)*r,this.domain(i)):r<0&&(i[o]=Math.ceil(s*r)/r,i[a]=Math.floor(u*r)/r,this.domain(i)),this},t.prototype.ticks=function(t){return void 0===t&&(t=5),function(t,e,n){var r,i,o,a,s=-1;if(n=+n,(t=+t)===(e=+e)&&n>0)return[t];(r=e0)for(t=Math.ceil(t/a),e=Math.floor(e/a),o=new Array(i=Math.ceil(e-t+1));++s=0?(o>=pm?10:o>=gm?5:o>=mm?2:1)*Math.pow(10,i):-Math.pow(10,-i)/(o>=pm?10:o>=gm?5:o>=mm?2:1)}function bm(t,e,n){return("ceil"===n?Math.ceil(t/e):"floor"===n?Math.floor(t/e):Math.round(t/e))*e}function xm(t,e,n){var r=bm(t,n,"floor"),i=bm(e,n,"ceil");r=(0,M.fixedBase)(r,n),i=(0,M.fixedBase)(i,n);for(var o=[],a=Math.max((i-r)/(Math.pow(2,12)-1),n),s=r;s<=i;s+=a){var u=(0,M.fixedBase)(s,a);o.push(u)}return{min:r,max:i,ticks:o}}function wm(t,e,n){var r,i=t.minLimit,o=t.maxLimit,a=t.min,s=t.max,u=t.tickCount,c=void 0===u?5:u,l=(0,M.isNil)(i)?(0,M.isNil)(e)?a:e:i,h=(0,M.isNil)(o)?(0,M.isNil)(n)?s:n:o;if(l>h&&(h=(r=[l,h])[0],l=r[1]),c<=2)return[l,h];for(var f=(h-l)/(c-1),d=[],p=0;p=0&&(u=1),1-s/(a-1)-n+u}function Tm(t,e,n){var r=(0,M.size)(e);return 1-(0,M.indexOf)(e,t)/(r-1)-n+1}function Am(t,e,n,r,i,o){var a=(t-1)/(o-i),s=(e-1)/(Math.max(o,r)-Math.min(n,i));return 2-Math.max(a/s,s/a)}function Cm(t,e){return t>=e?2-(t-1)/(e-1):1}function km(t,e,n,r){var i=e-t;return 1-.5*(Math.pow(e-r,2)+Math.pow(t-n,2))/Math.pow(.1*i,2)}function Nm(t,e,n){var r=e-t;if(n>r){var i=(n-r)/2;return 1-Math.pow(i,2)/Math.pow(.1*r,2)}return 1}function Om(t,e,n,r,i,o){void 0===n&&(n=5),void 0===r&&(r=!0),void 0===i&&(i=Sm),void 0===o&&(o=[.25,.2,.5,.05]);var a=n<0?0:Math.round(n);if(Number.isNaN(t)||Number.isNaN(e)||"number"!=typeof t||"number"!=typeof e||!a)return{min:0,max:0,ticks:[]};if(e-t<1e-15||1===a)return{min:t,max:e,ticks:[t]};if(e-t>1e148){var s=(e-t)/(w=n||5);return{min:t,max:e,ticks:Array(w).fill(null).map((function(e,n){return _m(t+s*n)}))}}for(var u={score:-2,lmin:0,lmax:0,lstep:0},c=1;c<1/0;){for(var l=0;lu.score&&(!r||S<=t&&E>=e)&&(u.lmin=S,u.lmax=E,u.lstep=T,u.score=N)}m+=1}d+=1}}c+=1}var O=_m(u.lmax),P=_m(u.lmin),I=_m(u.lstep),L=Math.floor(function(t){return Math.round(1e12*t)/1e12}((O-P)/I))+1,D=new Array(L);D[0]=_m(P);for(l=1;l1&&(i*=Math.ceil(a)),r&&iUg)for(var u=Lm(n),c=Math.ceil(o/Ug),l=s;l<=u+c;l+=c)a.push(Dm(l));else if(o>jg){var h=Math.ceil(o/jg),f=Rm(e),d=function(t,e){var n=Lm(t),r=Lm(e),i=Rm(t);return 12*(r-n)+(Rm(e)-i)%12}(e,n);for(l=0;l<=d+h;l+=h)a.push(zm(s,l+f))}else if(o>Bg){var p=(b=new Date(e)).getFullYear(),g=b.getMonth(),m=b.getDate(),v=Math.ceil(o/Bg),y=function(t,e){return Math.ceil((e-t)/Bg)}(e,n);for(l=0;lFg){p=(b=new Date(e)).getFullYear(),g=b.getMonth(),v=b.getDate();var b,x=b.getHours(),w=Math.ceil(o/Fg),_=function(t,e){return Math.ceil((e-t)/Fg)}(e,n);for(l=0;l<=_+w;l+=w)a.push(new Date(p,g,v,x+l).getTime())}else if(o>zg){var S=function(t,e){return Math.ceil((e-t)/6e4)}(e,n),E=Math.ceil(o/zg);for(l=0;l<=S+E;l+=E)a.push(e+l*zg)}else{var M=o;M=512&&console.warn("Notice: current ticks length("+a.length+') >= 512, may cause performance issues, even out of memory. Because of the configure "tickInterval"(in milliseconds, current is '+o+") is too small, increase the value to solve the problem!"),a})),$p("log",(function(t){var e,n=t.base,r=t.tickCount,i=t.min,o=t.max,a=t.values,s=$g(n,o);if(i>0)e=Math.floor($g(n,i));else{var u=Qg(a,n,o);e=Math.floor($g(n,u))}for(var c=s-e,l=Math.ceil(c/r),h=[],f=e;f=0?1:-1;return Math.pow(t,e)*n}))})),$p("quantile",(function(t){var e=t.tickCount,n=t.values;if(!n||!n.length)return[];for(var r=n.slice().sort((function(t,e){return t-e})),i=[],o=0;op?(s.show(),c.show(),p=l.minX+l.width+10):(s.hide(),c.hide()),s})),this.controllerBtnGroup=new Hp(tv({group:this.group,x:this.x,y:this.y+r+25,width:n,height:35},this.controllerCfg)),this.updateStartEnd(0),this.updateUI(),a.move(this.x,this.y),this.bindEvents(),this.currentMode===jp&&(this.minHandlerShape.hide(),this.foregroundShape.hide(),this.minTextShape.hide())},t.prototype.bindEvents=function(){var t=this,e=this.group.find((function(t){return"minHandlerShape"===t.get("name")}));e&&(e.on("minHandlerShape-handler:mousedown",this.onMouseDown(this.minHandlerShape)),e.on("minHandlerShape-handler:touchstart",this.onMouseDown(this.minHandlerShape)));var n=this.group.find((function(t){return"maxHandlerShape"===t.get("name")}));n&&(n.on("maxHandlerShape-handler:mousedown",this.onMouseDown(this.maxHandlerShape)),n.on("maxHandlerShape-handler:touchstart",this.onMouseDown(this.maxHandlerShape))),this.foregroundShape.on("mousedown",this.onMouseDown(this.foregroundShape)),this.foregroundShape.on("touchstart",this.onMouseDown(this.foregroundShape)),this.group.on("".concat(Sp,":click"),(function(){t.isPlay=!t.isPlay,t.currentHandler=t.maxHandlerShape,t.changePlayStatus()})),this.group.on("".concat(Ep,":click"),(function(){t.currentHandler=t.maxHandlerShape,t.updateStartEnd(.01),t.updateUI()})),this.group.on("".concat(Mp,":click"),(function(){t.currentHandler=t.maxHandlerShape,t.updateStartEnd(-.01),t.updateUI()})),this.group.on(_p,(function(e){var n=e.type,r=e.speed;t.currentSpeed=r,t.currentMode=n,n===jp?(t.minHandlerShape.hide(),t.foregroundShape.hide(),t.minTextShape.hide()):n===Up&&(t.minHandlerShape.show(),t.foregroundShape.show(),t.minTextShape.show())}))},t.prototype.adjustTickIndex=function(t){for(var e=0;e1&&(this.start=1),this.end>1&&(this.end=1),this.end<0&&(this.end=0);var e=this.x+this.start*this.width,n=this.x+this.end*this.width;this.foregroundShape.attr("x",e),this.foregroundShape.attr("width",n-e);var r=(0,M.get)(this.handlerStyle,"width",2);this.setText(this.minText,this.maxText);var i=this.dodgeText([e,n]),o=i[0],a=i[1];this.minHandlerShape.setX(e-r/2),(0,M.each)(o,(function(e,n){return t.minTextShape.attr(n,e)})),this.maxHandlerShape.setX(n-r/2),(0,M.each)(a,(function(e,n){return t.maxTextShape.attr(n,e)})),this.currentMode===Up?this.graph.emit(wp,{value:[this.start,this.end].sort()}):this.currentMode===jp&&this.graph.emit(wp,{value:[this.end,this.end]})},t.prototype.dodgeText=function(t){var e,n,r=(0,M.get)(this.handlerStyle,"width",2),i=this.minTextShape,o=this.maxTextShape,a=t[0],s=t[1],u=!1;a>s&&(a=(e=[s,a])[0],s=e[1],i=(n=[o,i])[0],o=n[1],u=!0);var c=i.getBBox(),l=o.getBBox(),h=null,f=null;return"trend"===this.timeBarType?(h=a-c.widththis.x+this.width?{x:s-r/2-2,textAlign:"right"}:{x:s+r/2+2,textAlign:"left"}):"simple"===this.timeBarType&&(h=i.attr("x")>c.width?{x:a,textAlign:"center"}:{x:a,textAlign:"left"},f=o.attr("x")>this.width-l.width?{x:s,textAlign:"right"}:{x:s,textAlign:"center"}),u?[f,h]:[h,f]},t.prototype.startPlay=function(){var t=this;return"undefined"!=typeof window?window.requestAnimationFrame((function(){var e=t,n=e.ticks,r=e.width,i=t.currentSpeed,o=r/n.length/(1e3*(10-i)/60),a=t.adjustOffsetRange(o/t.width);t.updateStartEnd(a),t.updateUI(),t.isPlay&&(t.playHandler=t.startPlay())})):void 0},t.prototype.changePlayStatus=function(t){void 0===t&&(t=!0),this.controllerBtnGroup.playButton.update({isPlay:this.isPlay}),this.isPlay?(this.playHandler=this.startPlay(),this.graph.emit(bp,null)):this.playHandler&&("undefined"!=typeof window&&window.cancelAnimationFrame(this.playHandler),t&&this.graph.emit(xp,null))},t.prototype.destory=function(){this.graph.off(wp,(function(){}));var t=this.group,e=t.find((function(t){return"minHandlerShape"===t.get("name")}));e&&(e.off("minHandlerShape-handler:mousedown"),e.off("minHandlerShape-handler:touchstart"),e.destroy());var n=t.find((function(t){return"maxHandlerShape"===t.get("name")}));n&&(n.off("maxHandlerShape-handler:mousedown"),n.off("maxHandlerShape-handler:touchstart"),n.destroy()),this.foregroundShape.off("mousedown"),this.foregroundShape.off("touchstart"),this.foregroundShape.destroy(),t.off("".concat(Sp,":click")),t.off("".concat(Ep,":click")),t.off("".concat(Mp,":click")),t.off(_p),t.destroy(),this.trendComponent&&this.trendComponent.destory()},t}(),lv=cv,hv=function(){var t=function(e,n){return t=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n])},t(e,n)};return function(e,n){if("function"!=typeof n&&null!==n)throw new TypeError("Class extends value "+String(n)+" is not a constructor or null");function r(){this.constructor=e}t(e,n),e.prototype=null===n?Object.create(n):(r.prototype=n.prototype,new r)}}(),fv=function(){return fv=Object.assign||function(t){for(var e,n=1,r=arguments.length;n")),{position:"relative"}),a)&&this.get("graph").get("container").appendChild(t);this.set("timeBarContainer",t),e="SVG"===n.get("renderer")?new jh({container:t,width:i,height:o}):new Ol({container:t,width:i,height:o}),this.get("containerCSS")&&Fd(t,this.get("containerCSS")),this.set("canvas",e)},e.prototype.init=function(){this.initContainer();var t=this.get("canvas").addGroup({name:"timebar-group"});this.set("timeBarGroup",t),this.renderTrend(),this.initEvent();var e="undefined"!=typeof window&&window.getComputedStyle(document.body,null).getPropertyValue("font-family")||"Arial, sans-serif";this.set("fontFamily",e)},e.prototype.play=function(){this.togglePlay(!0)},e.prototype.pause=function(){this.togglePlay(!1)},e.prototype.togglePlay=function(t){var e=this.get("timebar");e&&(e.isPlay=!!t,e.changePlayStatus())},e.prototype.renderTrend=function(){var t=this,e=this._cfgs,n=e.width,r=e.x,i=e.y,o=e.padding,a=e.type,s=e.trend,u=e.slider,c=e.controllerCfg,l=e.textStyle,h=e.tick,f=e.backgroundStyle,d=e.foregroundStyle,p=s.data,g=dv(s,["data"]),m=n-2*o,v="trend"===a?26:4,y=this.get("graph"),b=this.get("timeBarGroup"),x=this.get("canvas"),w=null;if("trend"===a||"simple"===a){var _=this.get("getValue");w=new lv(fv(fv({graph:y,canvas:x,group:b,type:a,x:r+o,y:"trend"===a?i+o:i+o+15,width:m,height:v,padding:o,backgroundStyle:f,foregroundStyle:d,trendCfg:fv(fv({},g),{data:p.map((function(t){return(null==_?void 0:_(t))||t.value}))})},u),{tick:{ticks:p,tickLabelFormatter:h.tickLabelFormatter,tickLabelStyle:h.tickLabelStyle,tickLineStyle:h.tickLineStyle},handlerStyle:fv(fv({},u.handlerStyle),{height:u.height||v}),controllerCfg:c,textStyle:l}))}else"tick"===a&&(w=new Xp(fv({graph:y,canvas:x,group:b,x:r+o,y:i+o,width:n,height:42,padding:2,controllerCfg:c},h)));var S=function e(){var n=t.get("timebar");n.draggingHandler=!1,n.isPlay&&(n.isPlay=!1,n.currentHandler=n.maxHandlerShape,n.changePlayStatus()),document.removeEventListener("mouseup",e)};x.on("mousedown",(function(t){"maxHandlerShape-handler"!==t.target.get("name")&&"minHandlerShape-handler"!==t.target.get("name")&&t.target!==w.foregroundShape||document.addEventListener("mouseup",S)})),this.set("timebar",w)},e.prototype.filterData=function(t){var e,n=t.value;if(!n){n=[];var r=this._cfgs.type;r&&"trend"!==r&&"simple"!==r?"tick"===r&&(n[0]=this._cfgs.tick.start,n[1]=this._cfgs.tick.end):(n[0]=this._cfgs.slider.start,n[1]=this._cfgs.slider.end)}var i=null,o=this._cfgs.type;if("trend"===o||"simple"===o?i=this._cfgs.trend.data:"tick"===o&&(i=this._cfgs.tick.data),i&&0!==i.length){var a=this.get("rangeChange"),s=this.get("graph"),u=Math.round(i.length*n[0]),c=Math.round(i.length*n[1]);c=c>=i.length?i.length-1:c,u=u>=i.length?i.length-1:u;var l=null===(e=this._cfgs.tick)||void 0===e?void 0:e.tickLabelFormatter,h=l?l(i[u]):i[u].date,f=l?l(i[c]):i[c].date;if("tick"!==o)this.get("timebar").setText(h,f);if(a)a(s,h,f);else{(!this.cacheGraphData||this.cacheGraphData.nodes&&0===this.cacheGraphData.nodes.length)&&(this.cacheGraphData=s.get("data"));var d=this.get("filterItemTypes"),p=this.get("changeData"),g=this.get("getDate"),m=this.get("shouldIgnore"),v=i[u].date,y=i[c].date;if(p||void 0===p){var b=this.cacheGraphData.nodes,x=this.cacheGraphData.edges,w={},_={};s.getNodes().forEach((function(t){return w[t.getID()]=!0})),s.getEdges().forEach((function(t){return _[t.getID()]=!0})),d.includes("node")&&(null==b||b.forEach((function(t){var e=+((null==g?void 0:g(t))||t.date),n=e>=v&&e<=y||(null==m?void 0:m("node",t,{min:v,max:y})),r=w[t.id];r&&!n?(s.removeItem(t.id),w[t.id]=!1):!r&&n&&(s.addItem("node",t),w[t.id]=!0)})),null==x||x.forEach((function(t){var e=w[t.source]&&w[t.target]||(null==m?void 0:m("edge",t,{min:v,max:y})),n=!!s.findById(t.id);n&&!e?(s.removeItem(t.id),_[t.id]=!1):!n&&e?(s.addItem("edge",t),_[t.id]=!0):n||(_[t.id]=!1)}))),(this.get("filterEdge")||d.includes("edge"))&&(null==x||x.filter((function(t){var e=+((null==g?void 0:g(t))||t.date),n=e>=v&&e<=y||(null==m?void 0:m("edge",t,{min:v,max:y})),r=w[t.source]&&w[t.target],i=n&&r,o=_[t.id];o&&!i?(_[t.id]=!1,s.removeItem(t.id)):!o&&i&&(_[t.id]=!0,s.addItem("edge",t))})))}else d.includes("node")&&s.getNodes().forEach((function(t){var e=t.getModel();if(!(null==m?void 0:m("node",e,{min:v,max:y}))){var n=+((null==g?void 0:g(e))||e.date);ny?s.hideItem(t):s.showItem(t)}})),(this.get("filterEdge")||d.includes("edge"))&&s.getEdges().forEach((function(t){var e=t.getModel();if(!(null==m?void 0:m("edge",e,{min:i[u].date,max:i[c].date}))){var n=+((null==g?void 0:g(e))||e.date);if(ni[c].date)s.hideItem(t);else{var r=t.getSource().isVisible(),o=t.getTarget().isVisible();r&&o&&s.showItem(t)}}}))}}else console.warn("请配置 TimeBar 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r=t.get("legendCanvas");"mouseenter"===n?(r.on("node-container:mouseenter",(function(e){return t.filterData(e)})),r.on("node-container:mouseleave",(function(e){t.clearFilter(),t.clearActiveLegend()}))):(r.on("node-container:click",(function(e){return t.filterData(e)})),r.on("click",(function(e){e.target&&e.target.isCanvas&&e.target.isCanvas()&&(t.clearFilter(),t.clearActiveLegend())})))}},e.prototype.changeData=function(t){this.set("data",t);var e=this.render();Fd(this.get("container"),this.getContainerPos(e))},e.prototype.activateLegend=function(t){var e=this.get("filter");(null==e?void 0:e.multiple)||this.clearActiveLegend();var n=t.get("parent");n.get("active")?(n.set("active",!1),this.findLegendItemsByState("active").length&&n.set("inactive",!0)):(n.set("inactive",!1),n.set("active",!0)),this.findLegendItemsByState("active").length?this.findLegendItemsByState("active","all",!1).forEach((function(t){t.set("inactive",!0)})):this.clearActiveLegend();var r=(null==e?void 0:e.legendStateStyles)||{},i=(null==r?void 0:r.inactive)||{opacity:.5,"text-shape":{opacity:.5}},o=i["text-shape"]||{};this.findLegendItemsByState("inactive").forEach((function(t){var e=t.get("children"),n=e[0],r=e[1];n.attr(Pv(Pv({},n.get("oriAttrs")),i)),r.attr(Pv(Pv({},r.get("oriAttrs")),o))}));var a=(null==r?void 0:r.active)||{stroke:"#000",lineWidth:2,"text-shape":{fontWeight:"bold"}},s=a["text-shape"]||{};this.findLegendItemsByState("active").forEach((function(t){var e=t.get("children"),n=e[0],r=e[1];n.attr(Pv(Pv({},n.get("oriAttrs")),a)),r.attr(Pv(Pv({},r.get("oriAttrs")),s))}))},e.prototype.findLegendItemsByState=function(t,e,n){void 0===e&&(e="all"),void 0===n&&(n=!0);var r=this.get("legendCanvas").find((function(t){return"root"===t.get("name")})),i=r.find((function(t){return"node-group"===t.get("name")})),o=r.find((function(t){return"edge-group"===t.get("name")}));return"node"===e?i.get("children").filter((function(e){return!!e.get(t)===n})):"edge"===e?o.get("children").filter((function(e){return!!e.get(t)===n})):i.get("children").filter((function(e){return!!e.get(t)===n})).concat(o.get("children").filter((function(e){return!!e.get(t)===n})))},e.prototype.clearActiveLegend=function(){var t=this.get("legendCanvas").find((function(t){return"root"===t.get("name")}));[t.find((function(t){return"node-group"===t.get("name")})),t.find((function(t){return"edge-group"===t.get("name")}))].forEach((function(t){t.get("children").forEach((function(t){t.set("active",!1),t.set("inactive",!1);var e=t.get("children"),n=e[0],r=e[1];n.attr(n.get("oriAttrs")),r.attr(r.get("oriAttrs"))}))}))},e.prototype.filterData=function(t){var e=this.get("filter"),n=null==e?void 0:e.filterFunctions;if(e&&n){var r=this.get("legendCanvas"),i=this.get("graph"),o=e.graphActiveState||"active",a=e.graphInactiveState||"inactive",s=e.multiple;this.clearFilter(),s||this.clearActiveLegend(),this.activateLegend(t.target);var u=r.find((function(t){return"root"===t.get("name")})),c=u.find((function(t){return"node-group"===t.get("name")})),l=u.find((function(t){return"edge-group"===t.get("name")})),h=c.get("children").filter((function(t){return t.get("active")})),f=l.get("children").filter((function(t){return t.get("active")})),d=0,p=["getNodes","getEdges"];p.forEach((function(t){i[t]().forEach((function(e){var r=!1;("getNodes"===t?h:f).forEach((function(t){var i=n[t.get("id")];r=r||i(e.getModel())})),r?(i.setItemState(e,a,!1),i.setItemState(e,o,!0),d++):(i.setItemState(e,o,!1),i.setItemState(e,a,!0))}))})),d||p.forEach((function(t){i[t]().forEach((function(t){i.clearItemStates(t,[a])}))}))}},e.prototype.clearFilter=function(){var t=this.get("graph"),e=this.get("filter");if(e){var n=e.graphActiveState||"active",r=e.graphInactiveState||"inactive";t.getNodes().forEach((function(e){t.clearItemStates(e,[n,r])})),t.getEdges().forEach((function(e){t.clearItemStates(e,[n,r])}))}},e.prototype.render=function(){var t=this;this.processData();var e=this.get("legendCanvas");e?e.clear():e=new Ol({container:this.get("container"),width:200,height:200});var n=e.addGroup({name:"root"}),r=n.addGroup({name:"node-group"}),i=n.addGroup({name:"edge-group"});this.set("legendCanvas",e);var o=this.get("itemsData"),a=[r,i];["nodes","edges"].forEach((function(e,n){o[e].forEach((function(r){var i,o,s=a[n].addGroup({id:r.id,name:"node-container"}),u=r.type,c=t.getShapeSize(r),l=c.width,h=c.height,f=c.r,d=t.getStyle(e.substr(0,4),r);switch(r.type){case"circle":default:o={r:f,x:0,y:0};break;case"rect":o={width:l,height:h,x:-l/2,y:-h/2};break;case"ellipse":o={rx:l,ry:h,x:0,y:0},u="ellipse";break;case"line":o={x1:-l/2,y1:0,x2:l/2,y2:0},u="line";break;case"quadratic":o={path:[["M",-l/2,0],["Q",0,l/2,l/2,0]]},u="path";break;case"cubic":o={path:[["M",-l/2,0],["C",-l/6,l/2,l/6,-l/2,l/2,0]]},u="path";break;case"diamond":o={path:[["M",0,-h],["L",l,0],["L",0,h],["L",-l,0],["Z"]]},u="path";break;case"triangle":o={path:[["M",-l,h],["L",0,-h],["L",l,h],["Z"]]},u="path";break;case"star":o={path:Ju.getStarPath(3*f,1.2*f)},u="path"}var p=s.addShape(u,{attrs:Pv(Pv({},o),d),name:"".concat(r.type,"-node-keyShape"),oriAttrs:Pv({opacity:1},d)});if(r.label){var g=p.getBBox(),m=(null===(i=r.labelCfg)||void 0===i?void 0:i.style)||{},v=Pv({textAlign:"begin",fontSize:12,textBaseline:"middle",fill:"#000",opacity:1,fontWeight:"normal"},m);s.addShape("text",{attrs:Pv({x:g.maxX+4,y:0,text:r.label},v),className:"legend-label",name:"".concat(r.type,"-node-text"),oriAttrs:v})}}))}));var s,u=this.get("padding"),c=n.find((function(t){return"title-container"===t.get("name")})),l={height:0,maxY:0,width:0};if(this.get("title")){c||(c=n.addGroup({name:"title-container"}));var h={fontSize:20,fontFamily:"Arial",fontWeight:300,textBaseline:"top",textAlign:"center",fill:"#000",x:0,y:u[0]},f=this.get("titleConfig")||{},d=Object.assign(h,f.style||{});s=c.addShape("text",{attrs:Pv({text:this.get("title")},d)}),l=c.getCanvasBBox(),c.setMatrix([1,0,0,0,1,0,f.offsetX,f.offsetY,1])}this.layoutItems();var p=n.getCanvasBBox(),g=r.getCanvasBBox(),m=g.minX<0?Math.abs(g.minX)+u[3]:u[3],v=l.maxYc.max&&(c.max=o[0]),d>l&&(l=d),t.setMatrix([1,0,0,0,1,0,p,g,1])}));var h=c.max-c.min,f={min:0,max:-1/0},d=s.getCanvasBBox();o[0]=0,o[1]="vertical"===r?d.maxX+e:d.maxY+n,u.get("children").forEach((function(t,i){0===i&&(f.min=o[0]);var a=t.get("children")[0],s=t.getCanvasBBox(),u=a.getBBox(),c=u.width,l=u.height,h=0,d=0;"vertical"===r?(h=o[1],d=o[0],o[0]=d+s.height+n,t.setMatrix([1,0,0,0,1,0,0,d+l/2,1])):(h=o[0],d=o[1],o[0]=h+s.width+e,t.setMatrix([1,0,0,0,1,0,h+c/2,0,1])),o[0]>f.max&&(f.max=o[0])}));var p=f.max-f.min;if(i&&""!==i&&"left"!==i){var g=h-p,m="center"===i?Math.abs(g)/2:Math.abs(g);(g<0?s:u).get("children").forEach((function(t){var e=t.getMatrix()||[1,0,0,0,1,0,0,0,1];"vertical"===r?e[7]+=m:e[6]+=m,t.setMatrix(e)}))}},e.prototype.processData=function(){var t=this.get("data"),e={nodes:[],edges:[]};t.nodes&&(t.nodes.sort((function(t,e){return t.order-e.order})),t.nodes.forEach((function(t){var n,r,i,o,a,s=t.size||[(null===(n=t.style)||void 0===n?void 0:n.width)||(null===(r=t.style)||void 0===r?void 0:r.r)||8,(null===(i=t.style)||void 0===i?void 0:i.height)||(null===(o=t.style)||void 0===o?void 0:o.r)||8],u=(null===(a=t.labelCfg)||void 0===a?void 0:a.style)||{};e.nodes.push({id:t.id||(0,M.uniqueId)(),type:t.type||"circle",style:Pv({},t.style),order:t.order,label:t.label,itemType:"node",size:s,labelCfg:{position:"right",style:Pv({fontFamily:"Arial"},u)}})}))),t.edges&&(t.edges.sort((function(t,e){return t.order-e.order})),t.edges.forEach((function(t){var n,r,i=t.type||"line";"cubic-horizontal"===t.type&&(i="cubic");var o=(null===(n=t.labelCfg)||void 0===n?void 0:n.style)||{},a=t.size||[(null===(r=t.style)||void 0===r?void 0:r.width)||8,1];e.edges.push({id:t.id||(0,M.uniqueId)(),type:i,size:a,style:Pv({lineWidth:(0,M.isArray)(a)?a[1]:1},t.style),order:t.order,label:t.label,itemType:"edge",labelCfg:{position:"right",style:Pv({fontFamily:"Arial"},o)}})}))),this.set("itemsData",e)},e.prototype.getContainer=function(){return this.get("container")},e.prototype.formatArray=function(t){var e=this.get(t);if((0,M.isNumber)(e))this.set(t,[e,e,e,e]);else if((0,M.isArray)(e))switch(e.length){case 0:this.set(t,[0,0,0,0]);break;case 1:this.set(t,[e[0],e[0],e[0],e[0]]);break;case 2:this.set(t,[e[0],e[1],e[0],e[1]]);break;case 3:this.set(t,[e[0],e[1],e[2],e[1]])}return this.get(t)},e.prototype.getShapeSize=function(t){var e,n,r;return t.size&&((0,M.isArray)(t.size)?(e=t.size[0],n=t.size[1]||t.size[0],r=t.size[0]/2):(0,M.isNumber)(t.size)&&(e=t.size,n=t.size,r=t.size/2)),t.style&&(t.style.width&&(e=t.style.width),t.style.height&&(n=t.style.height),t.style.r&&(r=t.style.r)),r||(r=5),e||(e=r),n||(n=r),{width:e,height:n,r:r}},e.prototype.getStyle=function(t,e){return Pv(Pv({},"node"===t?{fill:"#ccc",lineWidth:0}:{stroke:"#000",lineWidth:1}),e.style||{})},e.prototype.destroy=function(){var t=this.get("legendCanvas");null==t||t.destroy();var e=this.get("graph").get("container"),n=this.get("container");e.removeChild(n)},e}(Ud),Dv=Lv,Rv=function(){var t=function(e,n){return t=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n])},t(e,n)};return function(e,n){if("function"!=typeof n&&null!==n)throw new TypeError("Class extends value "+String(n)+" is not a constructor or null");function r(){this.constructor=e}t(e,n),e.prototype=null===n?Object.create(n):(r.prototype=n.prototype,new r)}}(),zv=function(){return zv=Object.assign||function(t){for(var e,n=1,r=arguments.length;n+

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n=e.style,r=Vv(n.left),i=Vv(n.top),o=e.getBoundingClientRect(),a=o.width,c=o.height,f=r,d=i;r+a>l-s&&(f=l-s-a),r<0&&(f=0),i+c>h-u&&(d=h-u-c),i<0&&(d=0),Fd(e,{left:"".concat(f,"px"),top:"".concat(d,"px")})}})),e.updateLinks()},e.prototype.showAnnotation=function(t){if(!this.destroyed){var e=t.item;this.toggleAnnotation(e)}},e.prototype.hideCards=function(){var t=this;if(!t.destroyed){var e=t.get("cardInfoMap")||{};Object.keys(e).forEach((function(e){t.hideCard(e)}))}},e.prototype.toggleAnnotation=function(t,e){var n,r;void 0===e&&(e={});var i=this;if(!i.destroyed){var o=i.get("cardInfoMap")||{},a=i.get("graph"),s=i.get("container"),u=i.get("containerCfg"),c=Object.assign({},i.get("cardCfg")||{},e),l=c.minHeight,h=c.minWidth,f=c.width,d=c.height,p=c.collapsed,g=void 0!==p&&p,m=c.x,v=c.y,y=c.title,b=c.content,x=c.maxTitleLength,w=c.defaultBegin,_=Fv(c,["minHeight","minWidth","width","height","collapsed","x","y","title","content","maxTitleLength","defaultBegin"]),S=i.get("linkGroup"),E=this.get("rows")||[[]],T=null===(n=t.isCanvas)||void 0===n?void 0:n.call(t),A=T?Bv:t.getID(),C=o[A]||{},k=C.card,N=C.link,O=C.x,P=C.y,I=C.title,L=C.content,D=this.get("getTitle"),R=this.get("getContent"),z=this.get("getContentPlaceholder")||function(){return""},F=this.get("getTitlePlaceHolder")||function(){return""},B=z(t),j=F(t),U=Uh(this.getDOMContent(zv({itemId:A,collapsed:g,title:(null===(r=I||y||(null==D?void 0:D(t)))||void 0===r?void 0:r.substr(0,x))||j,content:L||b||(null==R?void 0:R(t))||B},_))),V=(0,M.isNumber)(l)?"".concat(l,"px"):l;Fd(U,{minHeight:g?"unset":V,minWidth:(0,M.isNumber)(h)?"".concat(h,"px"):h,height:d,width:f});var H,G=!!k;if(G?(null==N||N.remove(!0),s.replaceChild(U,k)):s.appendChild(U),!u){if(H=s.getBoundingClientRect()||{},void 0!==m&&void 0!==v)O=m,P=v;else if(!G&&!T){var Z=H.top,W=w||{},Y=W.left,q=W.right,X=void 0===q?16:q,K=W.top,$=void 0===K?8:K,Q=W.bottom,J=X,tt=$;isNaN(Y)||(J=s.scrollWidth-Y),isNaN(Q)||(tt=s.scrollHeight-Q);var et=(0,M.isNumber)(h)?h:100;O=s.scrollWidth-U.scrollWidth-(E.length-1)*et-J;var nt=E[E.length-1],rt=(nt[nt.length-1]||{}).bbox;P=(null==rt?void 0:rt.bottom)-Z||tt}Fd(U,{position:"absolute",left:"".concat(O,"px"),top:"".concat(P,"px"),cusor:u?"unset":"move"})}this.bindListener(U,A);var it=U.getBoundingClientRect();if(!T){var ot=Uv(t,it,a,this.get("canvas")),at=this.get("linkStyle");N=S.addShape("path",{attrs:zv({lineWidth:1,lineDash:[5,5],stroke:"#ccc",path:ot},at)})}if(o[A]=zv(zv({},o[A]||{}),{id:A,collapsed:g,card:U,link:N,x:O,y:P,cardBBox:it,content:L||b,title:I||y,contentPlaceholder:B,titlePlaceholder:j,isCanvas:T}),i.set("cardInfoMap",o),u)this.updateCardPositionsInConatainer(),this.updateLinks();else{var st=!isNaN(m)&&!isNaN(v);if(!G&&!T&&!st){var ut=H.bottom,ct=void 0===ut?0:ut;Z=H.top;E[E.length-1].push({id:A,bbox:it}),it.top>ct-Z-it.height-16&&E.push([]),this.set("rows",E)}}this.updateCardSize(A);var lt=this.get("onAnnotationChange");null==lt||lt(o[A],G?"update":"create")}},e.prototype.updateCardPositionsInConatainer=function(){if(!this.destroyed){var t=this.get("cardInfoMap");if(t){var e=this.get("container"),n=this.get("containerCfg").position,r=e.getBoundingClientRect().width,i=getComputedStyle(e),o=Vv(i.paddingLeft)+Vv(i.paddingRight);r-=o,Object.values(t).forEach((function(t){var e=t.card,i=e.getBoundingClientRect().width;switch(n){case"right":Fd(e,{marginLeft:r?"".concat(r-i,"px"):"0px"});break;case"top":case"bottom":Fd(e,{marginLeft:"8px"})}}))}}},e.prototype.handleExpandCollapseCard=function(t){if(!this.destroyed){var e=this.get("graph"),n=this.get("cardInfoMap");if(n){var r=n[t].collapsed,i=e.findById(t);if(i)"hide"!==this.get("cardCfg").collapseType||r?this.toggleAnnotation(i,{collapsed:!r}):this.hideCard(t),n[t]=zv(zv({},n[t]),{collapsed:!r})}}},e.prototype.hideCard=function(t){if(!this.destroyed){var e=this.get("cardInfoMap");if(e&&e[t]){var n=e[t],r=n.card,i=n.link;Fd(r,{display:"none"}),null==i||i.hide(),this.get("onAnnotationChange")(e[t],"hide")}}},e.prototype.removeCard=function(t){if(!this.destroyed){var e=this.get("cardInfoMap");if(e){var n=e[t],r=n.card,i=n.link;this.get("container").removeChild(r),null==i||i.remove(!0),delete e[t],this.get("onAnnotationChange")(n,"remove")}}},e.prototype.bindListener=function(t,e){var n=this;if(!this.destroyed){t.addEventListener("mousemove",(function(t){var r;if("g6-annotation-collapse"===t.target.className?r="collapse":"g6-annotation-expand"===t.target.className?r="expand":"g6-annotation-close"===t.target.className&&(r="close"),r){var i=n.get("cardCfg").onMouseEnterIcon;(void 0===i?function(){}:i)(t,e,r)}})),t.addEventListener("mouseout",(function(t){var r;if("g6-annotation-collapse"===t.target.className?r="collapse":"g6-annotation-expand"===t.target.className?r="expand":"g6-annotation-close"===t.target.className&&(r="close"),r){var i=n.get("cardCfg").onMouseLeaveIcon;(void 0===i?function(){}:i)(t,e,r)}})),t.addEventListener("mouseenter",(function(t){var r=n.get("cardInfoMap");if(r){var i=n.get("graph"),o=i.findById(e);if(o){var a=n.get("itemHighlightState");i.setItemState(o,a,!0)}var s=r[e].link;if(s){var u=n.get("linkHighlightStyle")||{};s.attr(u)}}})),t.addEventListener("mouseleave",(function(t){var r=n.get("cardInfoMap");if(r){var i=n.get("graph"),o=i.findById(e);if(o){var a=n.get("itemHighlightState");i.setItemState(o,a,!1)}var s=r[e].link;if(s){var u=n.get("linkHighlightStyle")||{};Object.keys(u).forEach((function(t){s.attr(t,void 0),s.attr(t,void 0)}));var c=n.get("linkStyle");s.attr(c)}}})),t.addEventListener("click",(function(t){var r=(n.get("cardCfg")||{}).onClickIcon;if("g6-annotation-collapse"===t.target.className||"g6-annotation-expand"===t.target.className)"hide"===n.get("cardCfg").collapseType?n.hideCard(e):n.handleExpandCollapseCard(e),null==r||r(t,e,"g6-annotation-collapse"===t.target.className?"collapse":"expand");else if("g6-annotation-close"===t.target.className){"remove"===n.get("cardCfg").closeType?n.removeCard(e):n.hideCard(e),null==r||r(t,e,"close")}})),this.get("editable")&&t.addEventListener("dblclick",(function(t){var r=n.get("cardInfoMap"),i=(n.get("cardCfg")||{}).maxTitleLength,o=void 0===i?20:i;if(r){var a=t.target,s=a.className;if("g6-annotation-title"===s||"g6-annotation-content"===s){var u="g6-annotation-title"===s?a.getBoundingClientRect():a.parentNode.getBoundingClientRect(),c=u.width,l=u.height,h=getComputedStyle(a),f=Uh("<".concat("g6-annotation-title"===s?"input":"textarea",' class="').concat(s,'-input" type="textarea" style="width:').concat(c,"px; height: ").concat(l,'px; min-width: 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i=t.clientX,o=t.clientY,a=n.get("dragging");if(!isNaN(i)&&!isNaN(o)&&a){var s=a.x,u=a.y,c=a.left,l=a.top,h=a.card,f=i-s,d=o-u;c+=f,l+=d;var p=n.get("graph"),g=p.getPointByCanvas(0,0),m=p.getPointByCanvas(p.getWidth(),p.getHeight()),v=p.getClientByPoint(g.x,g.y),y=v.x,b=v.y,x=p.getClientByPoint(m.x,m.y),w=x.x,_=x.y,S=h.getBoundingClientRect();(c>w-y-(S.right-S.left)&&f>0||c<0&&f<0)&&(c-=f),(l>_-b-(S.bottom-S.top)&&d>0||l<0&&d<0)&&(l-=d),Fd(h,{left:"".concat(c,"px"),top:"".concat(l,"px"),visibility:"hidden"}),s=i,u=o;var E=(r[e]||{}).link;if(E){var M=p.findById(e);E.attr("path",Uv(M,S,p,n.get("canvas")))}n.set("dragging",{x:s,y:u,left:c,top:l,card:h})}}}));t.addEventListener("dragend",(function(t){var r=n.get("cardInfoMap");if(r){var i=n.get("dragging");if(i){var o=i.left,a=i.top,s=i.card;r[e].x=o,r[e].y=a,Fd(s,{visibility:"visible"}),n.set("dragging",!1);var u=n.get("rows");null==u||u.forEach((function(t){for(var n=t.length-1;n>=0;n--)t[n].id===e&&t.splice(n,1)}));var c=n.get("onAnnotationChange");null==c||c(r[e],"update")}}}))}},e.prototype.updateCardSize=function(t){var e=this.get("cardInfoMap");if(e){var n=e[t].card,r=n.getBoundingClientRect().width,i=n.getElementsByClassName("g6-annotation-title")[0];if(i){var o=getComputedStyle(i),a=Vv(o.marginLeft),s=i.getBoundingClientRect().width;Fd(i,{marginRight:"".concat(r-a-24-16-s,"px")})}}},e.prototype.updateLink=function(t){var e=t.item;if(e){var n=this.get("cardInfoMap");if(n){var r=this.get("canvas"),i=this.get("graph"),o=n[e.getID()]||{},a=o.link,s=o.card;if(a){var u=Uv(e,s.getBoundingClientRect(),i,r);a.attr("path",u)}}}},e.prototype.updateLinks=function(){var t=this;if(!this.destroyed){var e=this.get("cardInfoMap");if(e){var n=this.get("graph");Object.values(e).forEach((function(e){var r=e.id,i=n.findById(r);t.updateLink({item:i})}))}}},e.prototype.onGraphDataChange=function(){var t=this,e=this.get("cardInfoMap");if(e){var n=this.get("graph");Object.values(e).forEach((function(e){var r=e.id,i=e.card,o=e.isCanvas;if(i&&!o&&"none"!==i.style.display){var a=n.findById(r);a&&a.isVisible()?t.toggleAnnotation(a):t.hideCard(r)}}))}},e.prototype.onGraphItemVisibilityChange=function(t){var e=t.item,n=t.visible;if(e&&!e.destroyed){var r=this.get("cardInfoMap");if(r){var i=e.getID();r[i]&&(n||this.hideCard(i))}}},e.prototype.saveData=function(t){void 0===t&&(t=!1);var e=this.get("cardInfoMap");if(e){var n=this.get("graph"),r=this.get("getTitle"),i=this.get("getContent"),o=[];return Object.values(e).forEach((function(e){var a=e.title,s=e.content,u=e.x,c=e.y,l=e.id,h=e.collapsed,f=e.card;if(!f||"none"!==f.style.display||t){var d=n.findById(l)||n.get("canvas");o.push({id:l,x:u,y:c,collapsed:h,title:a||(null==r?void 0:r(d)),content:s||(null==i?void 0:i(d)),visible:f&&"none"!==f.style.display})}})),o}},e.prototype.readData=function(t){var e=this,n=this.get("graph");t.forEach((function(t){var r=t.id,i=t.x,o=t.y,a=t.title,s=t.content,u=t.collapsed,c=t.visible,l=n.findById(r);if(l||r!==Bv||(l=n.get("canvas")),!l){var h=e.get("cardInfoMap")||{};return h[r]=t,void e.set("cardInfoMap",h)}e.toggleAnnotation(l,{x:i,y:o,title:a,content:s,collapsed:u}),c||e.hideCard(r)}))},e.prototype.clear=function(){var t=this.get("cardInfoMap");if(t){var e=this.get("container");Object.values(t).forEach((function(t){var n=t.card,r=t.link;e.removeChild(n),null==r||r.remove(!0)})),this.set("cardInfoMap",{})}},e.prototype.destroy=function(){var t;this.clear(),null===(t=this.get("canvas"))||void 0===t||t.destroy();var e=this.get("graph");e&&!e.destroyed&&(this.get("containerCfg")&&e.getContainer().removeChild(this.get("container")),this.destroyed=!0)},e}(Ud),Uv=function(t,e,n,r){var i,o;if("edge"===t.getType())o=[t.getKeyShape().getPoint(.5)];else{var a=null===(i=t.getKeyShape)||void 0===i?void 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e=t.getModel(),n=e.x,r=e.y,i=e.id;c.push({x:n,y:r,id:i})})),this.set("beforeDragNodes",c)}this.hidenEdge={},this.get("updateEdge")&&this.enableOptimize&&!this.enableDelegate&&this.targets.forEach((function(t){t.getEdges().forEach((function(t){t.isVisible()&&(e.hidenEdge[t.getID()]=!0,t.hide())}))})),this.origin=this.mousedown.origin,this.point={},this.originPoint={}}}},onDrag:function(t){var e=this;if(this.mousedown&&this.origin&&this.shouldUpdate(t,this))if(this.get("enableDelegate"))this.updateDelegate(t);else if(this.enableDebounce)this.debounceUpdate({targets:this.targets,graph:this.graph,point:this.point,origin:this.origin,evt:t,updateEdge:this.get("updateEdge"),onlyChangeComboSize:this.onlyChangeComboSize,updateParentCombos:this.updateParentCombos});else{var n={};this.targets.map((function(r){e.update(r,t);var i=r.getModel().comboId;i&&(n[i]=e.graph.findById(i))})),this.onlyChangeComboSize&&this.updateParentCombos()}},onDragEnd:function(t){var e,n=this;if(this.mousedown=!1,this.dragstart=!1,"undefined"!=typeof window&&this.windowEventBinded&&(this.windowEventBinded=!1,document.body.removeEventListener("contextmenu",this.onDragEnd.bind(this)),document.body.removeEventListener("mouseup",this.onDragEnd.bind(this))),this.origin){null===(e=this.cachedCaptureItems)||void 0===e||e.forEach((function(t){t.getContainer().set("capture",!0)})),this.cachedCaptureItems=[],this.delegateRect&&(this.delegateRect.remove(),this.delegateRect=null),this.get("updateEdge")&&this.enableOptimize&&!this.enableDelegate&&this.targets.forEach((function(t){t.getEdges().forEach((function(t){n.hidenEdge[t.getID()]&&t.show(),t.refresh()}))})),this.hidenEdge={};var r=this.graph;if(r.get("enabledStack")&&this.enableStack){var i={before:{nodes:[],edges:[],combos:[]},after:{nodes:[],edges:[],combos:[]}};this.get("beforeDragNodes").forEach((function(t){i.before.nodes.push(t)})),this.targets.forEach((function(t){var e=t.getModel(),n=e.x,r=e.y,o=e.id;i.after.nodes.push({x:n,y:r,id:o})})),r.pushStack("update",(0,M.clone)(i))}r.emit("dragnodeend",{items:this.targets,targetItem:null}),this.point={},this.origin=null,this.originPoint={},this.targets.length=0,this.targetCombo=null}},onDropCombo:function(t){var e=t.item;if(this.currentShouldEnd=this.shouldEnd(t,e,this),this.updatePositions(t,!this.currentShouldEnd),this.currentShouldEnd&&this.validationCombo(e)){var n=this.graph;if(this.comboActiveState&&n.setItemState(e,this.comboActiveState,!1),this.targetCombo=e,this.onlyChangeComboSize)n.updateCombos();else{var r=e.getModel();this.targets.map((function(t){t.getModel().comboId!==r.id&&n.updateComboTree(t,r.id)})),n.updateCombo(e)}n.emit("dragnodeend",{items:this.targets,targetItem:this.targetCombo})}},onDropCanvas:function(t){var e=this.graph;this.currentShouldEnd=this.shouldEnd(t,void 0,this),this.updatePositions(t,!this.currentShouldEnd),this.targets&&0!==this.targets.length&&this.currentShouldEnd&&(this.onlyChangeComboSize?this.updateParentCombos():this.targets.map((function(t){t.getModel().comboId&&e.updateComboTree(t)})))},onDropNode:function(t){if(this.targets&&0!==this.targets.length){var e=this,n=t.item,r=e.graph,i=n.getModel().comboId,o=i?r.findById(i):void 0;if(this.currentShouldEnd=this.shouldEnd(t,o,this),this.updatePositions(t,!this.currentShouldEnd),this.currentShouldEnd){if(this.onlyChangeComboSize)this.updateParentCombos();else if(i){var a=r.findById(i);e.comboActiveState&&r.setItemState(a,e.comboActiveState,!1),this.targets.map((function(t){var e=t.getModel();i!==e.comboId&&r.updateComboTree(t,i)})),r.updateCombo(a)}else this.targets.map((function(t){t.getModel().comboId&&r.updateComboTree(t)}));r.emit("dragnodeend",{items:this.targets,targetItem:n})}}},onDragEnter:function(t){var e=t.item;if(this.validationCombo(e)){var n=this.graph;this.comboActiveState&&n.setItemState(e,this.comboActiveState,!0)}},onDragLeave:function(t){var e=t.item;if(this.validationCombo(e)){var n=this.graph;this.comboActiveState&&n.setItemState(e,this.comboActiveState,!1)}},updatePositions:function(t,e){var n=this;this.targets&&0!==this.targets.length&&(this.get("enableDelegate")?this.enableDebounce?this.debounceUpdate({targets:this.targets,graph:this.graph,point:this.point,origin:this.origin,evt:t,updateEdge:this.get("updateEdge"),onlyChangeComboSize:this.onlyChangeComboSize,updateParentCombos:this.updateParentCombos}):e||this.targets.map((function(e){return n.update(e,t)})):this.targets.map((function(r){return n.update(r,t,e)})))},update:function(t,e,n){var r=this.origin,i=t.get("model"),o=t.get("id");this.point[o]||(this.point[o]={x:i.x||0,y:i.y||0});var a=e.x-r.x+this.point[o].x,s=e.y-r.y+this.point[o].y;n&&(a+=r.x-e.x,s+=r.y-e.y);var u={x:a,y:s};this.get("updateEdge")?this.graph.updateItem(t,u,!1):t.updatePosition(u)},debounceUpdate:(0,M.debounce)((function(t){var e=t.targets,n=t.graph,r=t.point,i=t.origin,o=t.evt,a=t.updateEdge,s=t.onlyChangeComboSize,u=t.updateParentCombos;e.map((function(t){var e=t.get("model"),s=t.get("id");r[s]||(r[s]={x:e.x||0,y:e.y||0});var u={x:o.x-i.x+r[s].x,y:o.y-i.y+r[s].y};a?n.updateItem(t,u,!1):t.updatePosition(u)})),s&&u(n,e)}),50,!0),updateDelegate:function(t){var e=this.graph;if(this.delegateRect){var n=t.x-this.origin.x+this.originPoint.minX,r=t.y-this.origin.y+this.originPoint.minY;this.delegateRect.attr({x:n,y:r})}else{var i=e.get("group"),o=(0,M.deepMix)({},Bf.delegateStyle,this.delegateStyle),a=this.calculationGroupPosition(t),s=a.x,u=a.y,c=a.width,l=a.height,h=a.minX,f=a.minY;this.originPoint={x:s,y:u,width:c,height:l,minX:h,minY:f},this.delegateRect=i.addShape("rect",{attrs:w({width:c,height:l,x:s,y:u},o),name:"rect-delegate-shape"}),this.delegate=this.delegateRect,this.delegateRect.set("capture",!1)}},calculationGroupPosition:function(t){var e=this.targets;0===e.length&&e.push(t.item);for(var n=1/0,r=-1/0,i=1/0,o=-1/0,a=0;ar&&(r=l),h>o&&(o=h)}return{x:Math.floor(n),y:Math.floor(i),width:Math.ceil(r)-Math.floor(n),height:Math.ceil(o)-Math.floor(i),minX:n,minY:i}},updateParentCombos:function(t,e){var n=t||this.graph,r=e||this.targets,i={};null==r||r.forEach((function(t){var e=t.getModel().comboId;e&&(i[e]=n.findById(e))})),Object.values(i).forEach((function(t){t&&n.updateCombo(t)}))}},Oy=null,Py={getDefaultCfg:function(){return{trigger:"mouseenter",activeState:"active",inactiveState:"inactive",resetSelected:!1,shouldClearStatusOnSecond:!1,shouldUpdate:function(){return!0}}},getEvents:function(){return"mouseenter"===this.get("trigger")?{"node:mouseenter":"setAllItemStates","combo:mouseenter":"setAllItemStates","node:mouseleave":"clearActiveState","combo:mouseleave":"clearActiveState"}:{"node:click":"setAllItemStates","combo:click":"setAllItemStates","canvas:click":"clearActiveState","node:touchstart":"setOnTouchStart","combo:touchstart":"setOnTouchStart","canvas:touchstart":"clearOnTouchStart"}},setOnTouchStart:function(t){try{var e=t.originalEvent.touches,n=e[0],r=e[1];if(n&&r)return;t.preventDefault()}catch(t){console.warn("Touch original event not exist!")}this.setAllItemStates(t)},clearOnTouchStart:function(t){try{var e=t.originalEvent.touches,n=e[0],r=e[1];if(n&&r)return;t.preventDefault()}catch(t){console.warn("Touch original event not exist!")}this.clearActiveState(t)},setAllItemStates:function(t){clearTimeout(this.timer),this.throttleSetAllItemStates(t,this)},clearActiveState:function(t){var e=this;this.shouldClearStatusOnSecond&&(Oy=null),this.timer=setTimeout((function(){e.throttleClearActiveState(t,e)}),50)},throttleSetAllItemStates:(0,M.throttle)((function(t,e){var n=t.item,r=e.graph;if(r&&!r.destroyed&&(e.item=n,e.shouldUpdate(t.item,{event:t,action:"activate"},e))){var i=e.shouldClearStatusOnSecond,o=n.getModel().id;if(Oy===o&&i)return e.throttleClearActiveState(t,e),void(Oy=null);for(var a=e.activeState,s=e.inactiveState,u=r.getNodes(),c=r.getCombos(),l=r.getEdges(),h=r.get("vedges"),f=u.length,d=c.length,p=l.length,g=h.length,m=e.inactiveItems||{},v=e.activeItems||{},y=0;y-1||(this.trigger=Ry,console.warn("Behavior brush-select 的 trigger 参数不合法，请输入 'drag'、'shift'、'ctrl' 或 'alt'")),"drag"===this.trigger?{dragstart:"onMouseDown",drag:"onMouseMove",dragend:"onMouseUp","canvas:click":"clearStates"}:{dragstart:"onMouseDown",drag:"onMouseMove",dragend:"onMouseUp","canvas:click":"clearStates",keyup:"onKeyUp",keydown:"onKeyDown"}},onMouseDown:function(t){var e=t.item,n=this.brush,r=this.selectOnCombo,i="combo"===(null==e?void 0:e.getType());i&&!r||!i&&e||("drag"===this.trigger||this.keydown)&&(this.selectedNodes&&0!==this.selectedNodes.length&&this.clearStates(),n||(n=this.createBrush()),this.originPoint={x:t.canvasX,y:t.canvasY},n.attr({width:0,height:0}),n.show(),this.dragging=!0)},onMouseMove:function(t){this.dragging&&("drag"===this.trigger||this.keydown)&&this.updateBrush(t)},onMouseUp:function(t){this.graph;(this.brush||this.dragging)&&("drag"===this.trigger||this.keydown)&&(this.brush.remove(!0),this.brush=null,this.getSelectedNodes(t),this.dragging=!1)},clearStates:function(){var t=this.graph,e=this.selectedState,n=t.findAllByState("node",e),r=t.findAllByState("edge",e),i=t.findAllByState("combo",e);n.forEach((function(n){return t.setItemState(n,e,!1)})),r.forEach((function(n){return t.setItemState(n,e,!1)})),i.forEach((function(n){return t.setItemState(n,e,!1)})),this.selectedNodes=[],this.selectedEdges=[],this.selectedCombos=[],this.onDeselect&&this.onDeselect(this.selectedNodes,this.selectedEdges,this.selectedCombos),t.emit("nodeselectchange",{selectedItems:{nodes:[],edges:[],combos:[]},select:!1})},isBBoxCenterInRect:function(t,e,n,r,i){var o=t.getBBox();return o.centerX>=e&&o.centerX<=n&&o.centerY>=r&&o.centerY<=i},getSelectedNodes:function(t){var e=this,n=this,r=n.graph,i=n.originPoint,o=n.shouldUpdate,a=n.isBBoxCenterInRect,s=this.selectedState,u={x:t.x,y:t.y},c=r.getPointByCanvas(i.x,i.y),l=Iy(u.x,c.x),h=Ly(u.x,c.x),f=Iy(u.y,c.y),d=Ly(u.y,c.y),p=[],g=[];r.getNodes().forEach((function(t){if(t.isVisible()&&a(t,l,h,f,d)&&o(t,"select",e)){p.push(t);var n=t.getModel();g.push(n.id),r.setItemState(t,s,!0)}}));var m=[];this.includeEdges&&p.forEach((function(t){t.getOutEdges().forEach((function(t){if(t.isVisible()){var n=t.getModel(),i=n.source,a=n.target;g.includes(i)&&g.includes(a)&&o(t,"select",e)&&(m.push(t),r.setItemState(t,e.selectedState,!0))}}))}));var v=[];this.includeCombos&&r.getCombos().forEach((function(t){if(t.isVisible()&&a(t,l,h,f,d)&&o(t,"select",e)){v.push(t);var n=t.getModel();g.push(n.id),r.setItemState(t,s,!0)}})),this.selectedEdges=m,this.selectedNodes=p,this.selectedCombos=v,this.onSelect&&this.onSelect(p,m,v),r.emit("nodeselectchange",{selectedItems:{nodes:p,edges:m,combos:v},select:!0})},createBrush:function(){var t=this.graph.get("canvas").addShape("rect",{attrs:this.brushStyle,capture:!1,name:"brush-shape"});return this.brush=t,this.delegate=t,t},updateBrush:function(t){var e=this.originPoint;this.brush.attr({width:Dy(t.canvasX-e.x),height:Dy(t.canvasY-e.y),x:Iy(t.canvasX,e.x),y:Iy(t.canvasY,e.y)})},onKeyDown:function(t){var e=t.key;if(e){var n=this.trigger.toLowerCase(),r=e.toLowerCase();this.keydown=r===n||"control"===r&&"ctrl"===n||"ctrl"===r&&"control"===n}},onKeyUp:function(){this.brush&&(this.brush.remove(!0),this.brush=null,this.dragging=!1),this.keydown=!1}},By="shift",jy=["shift","ctrl","alt","control"],Uy={getDefaultCfg:function(){return{multiple:!0,trigger:By,selectedState:"selected",selectNode:!0,selectEdge:!1,selectCombo:!0}},getEvents:function(){var t=this;return jy.indexOf(t.trigger.toLowerCase())>-1||(t.trigger=By,console.warn("Behavior click-select 的 trigger 参数不合法，请输入 'drag'、'shift'、'ctrl' 或 'alt'")),t.multiple?{"node:click":"onClick","combo:click":"onClick","edge:click":"onClick","canvas:click":"onCanvasClick",keyup:"onKeyUp",keydown:"onKeyDown"}:{"node:click":"onClick","combo:click":"onClick","edge:click":"onClick","canvas:click":"onCanvasClick"}},onClick:function(t){var e=this,n=t.item;if(n&&!n.destroyed){var r=n.getType(),i=e.graph,o=e.keydown,a=e.multiple,s=e.shouldUpdate;if((0,e.shouldBegin)(t,e)){if(!o||!a){var u=i.findAllByState("node",e.selectedState).concat(i.findAllByState("edge",e.selectedState)).concat(i.findAllByState("combo",e.selectedState));(0,M.each)(u,(function(t){t!==n&&i.setItemState(t,e.selectedState,!1)}))}if(function(){switch(r){case"node":return e.selectNode;case"edge":return e.selectEdge;case"combo":return e.selectCombo;default:return!1}}())if(n.hasState(e.selectedState)){s(t,e)&&i.setItemState(n,e.selectedState,!1);c=i.findAllByState("node",e.selectedState),l=i.findAllByState("edge",e.selectedState),h=i.findAllByState("combo",e.selectedState);i.emit("nodeselectchange",{target:n,selectedItems:{nodes:c,edges:l,combos:h},select:!1})}else{s(t,e)&&i.setItemState(n,e.selectedState,!0);c=i.findAllByState("node",e.selectedState),l=i.findAllByState("edge",e.selectedState),h=i.findAllByState("combo",e.selectedState);i.emit("nodeselectchange",{target:n,selectedItems:{nodes:c,edges:l,combos:h},select:!0})}else{var c=i.findAllByState("node",e.selectedState),l=i.findAllByState("edge",e.selectedState),h=i.findAllByState("combo",e.selectedState);i.emit("nodeselectchange",{selectedItems:{nodes:c,edges:l,combos:h},select:!1})}}}},onCanvasClick:function(t){var e=this,n=this.graph;if((0,this.shouldBegin)(t,this)){var r=n.findAllByState("node",this.selectedState);(0,M.each)(r,(function(t){n.setItemState(t,e.selectedState,!1)}));var i=n.findAllByState("edge",this.selectedState);(0,M.each)(i,(function(t){n.setItemState(t,e.selectedState,!1)}));var o=n.findAllByState("combo",this.selectedState);(0,M.each)(o,(function(t){n.setItemState(t,e.selectedState,!1)})),n.emit("nodeselectchange",{selectedItems:{nodes:[],edges:[],combos:[]},select:!1})}},onKeyDown:function(t){var e=t.key;e&&(e.toLowerCase()===this.trigger.toLowerCase()||"control"===e.toLowerCase()?this.keydown=!0:this.keydown=!1)},onKeyUp:function(){this.keydown=!1}},Vy=H,Hy=.05,Gy={getDefaultCfg:function(){return this.isFireFox="firefox"===id(),{sensitivity:2,minZoom:void 0,maxZoom:void 0,enableOptimize:!1,optimizeZoom:.1,fixSelectedItems:{fixAll:!1,fixLineWidth:!1,fixLabel:!1,fixState:"selected"},animate:!1,animateCfg:{duration:500}}},getEvents:function(){var t=this.fixSelectedItems;return t.fixState||(t.fixState="selected"),t.fixAll&&(t.fixLineWidth=!0,t.fixLabel=!0),{wheel:"onWheel",touchstart:"onTouchStart",touchmove:"onTouchMove",touchend:"onTouchEnd"}},onTouchStart:function(t){var e=t.originalEvent.touches,n=e[0],r=e[1];t.preventDefault(),r&&(this.shouldBegin&&!this.shouldBegin(t,this)||(this.startPoint={pageX:n.pageX,pageY:n.pageY},this.moveable=!0,r&&(this.endPoint={pageX:r.pageX,pageY:r.pageY}),this.originScale=this.graph.getZoom()||this.currentScale||1))},onTouchMove:function(t){if(this.moveable){t.preventDefault();var e=t.originalEvent.touches,n=e[0],r=e[1];if(r){this.endPoint||(this.endPoint={pageX:r.pageX,pageY:r.pageY});var i=function(t,e){return Math.hypot(e.x-t.x,e.y-t.y)},o=i({x:n.pageX,y:n.pageY},{x:r.pageX,y:r.pageY})/i({x:this.startPoint.pageX,y:this.startPoint.pageY},{x:this.endPoint.pageX,y:this.endPoint.pageY}),a=this.originScale*o;this.currentScale=a;var s=this.get("minZoom")||this.graph.get("minZoom");if(!(a>(this.get("maxZoom")||this.graph.get("maxZoom"))||a0||t.wheelDelta<0?1-Hy*o:1/(1-Hy*o):t.wheelDelta<0?1-Hy*o:1/(1-Hy*o));var u=this.get("minZoom")||n.get("minZoom"),c=this.get("maxZoom")||n.get("maxZoom");if(s>c?s=c:sr/2?c-=h.width:c+=this.offset,l>i/2?l-=h.height:l+=this.offset;var f="".concat(c,"px"),d="".concat(l,"px");Fd(this.container,{left:f,top:d,visibility:"visible"})}else Fd(o,{visibility:"hidden"})},createTooltip:function(t){var e=t.get("el");e.style.position="relative";var n=Uh('
    '));return e.parentNode.appendChild(n),Fd(n,{position:"absolute",visibility:"visible"}),this.width=t.get("width"),this.height=t.get("height"),this.container=n,this.graph.get("tooltips").push(n),n}},Wy=w({getDefaultCfg:function(){return{item:"node",offset:12,formatText:function(t){return t.label}}},getEvents:function(){return{"node:mouseenter":"onMouseEnter","node:mouseleave":"onMouseLeave","node:mousemove":"onMouseMove",afterremoveitem:"onMouseLeave"}}},Zy),Yy=w({getDefaultCfg:function(){return{item:"edge",offset:12,formatText:function(t){return"source: ".concat(t.source," target: ").concat(t.target)}}},getEvents:function(){return{"edge:mouseenter":"onMouseEnter","edge:mouseleave":"onMouseLeave","edge:mousemove":"onMouseMove",afterremoveitem:"onMouseLeave"}}},Zy),qy="click",Xy=["click","dblclick"],Ky={getDefaultCfg:function(){return{trigger:qy,onChange:function(){}}},getEvents:function(){var t,e;return Xy.includes(this.trigger)?e=this.trigger:(e=qy,console.warn("Behavior collapse-expand 的 trigger 参数不合法，请输入 'click' 或 'dblclick'")),(t={})["node:".concat(e)]="onNodeClick",t.touchstart="onNodeClick",t},onNodeClick:function(t){var e=this;if("click"===this.trigger){if(this.timer)return clearTimeout(this.timer),void(this.timer=0);this.timer=setTimeout((function(){e.toggle(t),clearTimeout(e.timer),e.timer=0}),200)}else this.toggle(t)},toggle:function(t){var e=t.item;if(e){var n=this.graph.findDataById(e.get("id"));if(n){var r=n.children;if(r&&0!==r.length){var i=!n.collapsed;this.shouldBegin(t,i,this)&&(n.collapsed=i,e.getModel().collapsed=i,this.graph.emit("itemcollapsed",{item:t.item,collapsed:i}),this.shouldUpdate(t,i,this)&&(this.onChange(e,i,this),this.graph.layout()))}}}}},$y=od.calculationItemsBBox,Qy=function t(e,n){if(!1!==n(e)&&e){var r=e.get("combos");if(0===r.length)return!1;(0,M.each)(r,(function(e){t(e,n)}))}},Jy={getDefaultCfg:function(){return{enableDelegate:!1,delegateStyle:{},onlyChangeComboSize:!1,activeState:"",selectedState:"selected",enableStack:!0}},getEvents:function(){return{"combo:mousedown":"onMouseDown","combo:dragstart":"onDragStart","combo:drag":"onDrag","combo:dragend":"onDragEnd","combo:drop":"onDrop","node:drop":"onNodeDrop","combo:dragenter":"onDragEnter","combo:dragleave":"onDragLeave"}},validationCombo:function(t){var e=t.item;return!(!e||e.destroyed)&&(!!this.shouldUpdate(t,this)&&"combo"===e.getType())},onMouseDown:function(t){this.origin={x:t.x,y:t.y}},onDragStart:function(t){var e=this,n=this.graph,r=t.item;if(this.currentShouldEnd=!0,this.validationCombo(t)){this.targets=[];var i=n.findAllByState("combo",this.selectedState),o=r.get("id"),a=i.filter((function(t){var e=t.get("id");return o===e}));0===a.length?this.targets.push(r):this.targets=i;var s=[];this.targets.forEach((function(t){var e=t.getModel(),n=e.x,r=e.y,i=e.id;s.push({x:n,y:r,id:i})})),this.set("beforeDragItems",s),this.activeState&&this.targets.map((function(t){var r=t.getModel();if(r.parentId){var i=n.findById(r.parentId);i&&n.setItemState(i,e.activeState,!0)}})),this.point={},this.originPoint={},this.currentItemChildCombos=[],Qy(r,(function(t){if(t.destroyed)return!1;var n=t.getModel();return e.currentItemChildCombos.push(n.id),!0}))}},onDrag:function(t){var e=this;if(this.origin&&this.validationCombo(t))if(this.enableDelegate)this.updateDelegate(t);else{if(this.activeState){var n=this.graph,r=t.item,i=r.getModel(),o=n.getCombos(),a=r.getBBox(),s=a.centerX,u=a.centerY,c=a.width,l=o.filter((function(t){var n=t.getModel();return i.parentId,n.id!==i.id&&!e.currentItemChildCombos.includes(n.id)}));l.map((function(t){var r=t.getBBox(),i=r.centerX,o=r.centerY,a=r.width,l=s-i,h=u-o,f=2*Math.sqrt(l*l+h*h);c+a-f>.8*c?n.setItemState(t,e.activeState,!0):n.setItemState(t,e.activeState,!1)}))}(0,M.each)(this.targets,(function(n){e.updateCombo(n,t)})),this.onlyChangeComboSize&&this.updateParentCombos()}},updatePositions:function(t,e){var n=this;(this.enableDelegate||e)&&(0,M.each)(this.targets,(function(r){n.updateCombo(r,t,e)}))},onDrop:function(t){var e=this,n=t.item;if(this.currentShouldEnd=this.shouldEnd(t,n,this),this.updatePositions(t,!this.currentShouldEnd),this.currentShouldEnd&&n&&this.targets&&!n.destroyed){var r=this.graph,i=n.getModel();this.targets.map((function(t){t.getModel().parentId!==i.id?(e.activeState&&r.setItemState(n,e.activeState,!1),e.onlyChangeComboSize?r.updateCombo(t):r.updateComboTree(t,i.id,!1)):r.updateCombo(n)})),this.end(n,t),this.endComparison=!0}},onNodeDrop:function(t){var e=this;if(this.targets&&0!==this.targets.length){var n=this.graph,r=t.item.getModel().comboId,i=r?n.findById(r):void 0;if(this.currentShouldEnd=this.shouldEnd(t,i,this),this.updatePositions(t,!this.currentShouldEnd),this.currentShouldEnd){var o;if(r){if(this.activeState){var a=n.findById(r);n.setItemState(a,this.activeState,!1)}this.targets.map((function(t){e.onlyChangeComboSize?n.updateCombo(t):r!==t.getID()&&(o=n.findById(r),r!==t.getModel().parentId&&n.updateComboTree(t,r,!1))}))}else this.targets.map((function(t){e.onlyChangeComboSize?n.updateCombo(t):t.getModel().comboId&&n.updateComboTree(t,void 0,!1)}));this.endComparison=!0,this.end(o,t)}}},onDragEnter:function(t){if(this.origin&&this.validationCombo(t)){var e=t.item,n=this.graph;this.activeState&&n.setItemState(e,this.activeState,!0)}},onDragLeave:function(t){if(this.origin&&this.validationCombo(t)){var e=t.item,n=this.graph;this.activeState&&n.setItemState(e,this.activeState,!1)}},onDragEnd:function(t){if(this.targets&&0!==this.targets.length){var e=t.item;this.currentShouldEnd&&this.updatePositions(t);var n=this.getParentCombo(e.getModel().parentId),r=this.graph;n&&this.activeState&&r.setItemState(n,this.activeState,!1),this.end(void 0,t)}},end:function(t,e){var n=this;if(this.origin){var r=this.graph;if(this.delegateShape)r.get("delegateGroup").clear(),this.delegateShape=null;if(t&&this.activeState&&r.setItemState(t,this.activeState,!1),!t){var i=r.get("enabledStack")&&this.enableStack,o={before:{nodes:[],edges:[],combos:[].concat(this.get("beforeDragItems"))},after:{nodes:[],edges:[],combos:[]}};this.targets.map((function(t){if(n.onlyChangeComboSize){r.updateCombo(t);var e=t.getModel(),a=e.x,s=e.y,u=e.id;o.after.combos.push({x:a,y:s,id:u}),r.pushStack("update",o)}else r.updateComboTree(t,void 0,i)}))}this.point=[],this.origin=null,this.originPoint=null,this.targets.length=0}},traverse:function(t,e,n){var r=this;if(void 0===n&&(n={}),!1!==e(t,n)&&t){var i=t.get("combos");(0,M.each)(i,(function(t){r.traverse(t,e,n)}));var o=t.get("nodes");(0,M.each)(o,(function(t){r.traverse(t,e,n)}))}},updateCombo:function(t,e,n){this.updateSingleItem(t,e,n);var r={};this.traverse(t,(function(t,e){return!t.destroyed&&(t.getEdges().forEach((function(t){return e[t.getID()]=t})),!0)}),r),Object.values(r).forEach((function(t){return t.refresh()}))},updateSingleItem:function(t,e,n){var r=this.origin,i=this.graph,o=t.getModel(),a=t.get("id");this.point[a]||(this.point[a]={x:o.x,y:o.y});var s=e.x-r.x+this.point[a].x,u=e.y-r.y+this.point[a].y;n&&(s+=r.x-e.x,u+=r.y-e.y),i.updateItem(t,{x:s,y:u},!1)},getParentCombo:function(t){var e=this.graph;if(t){var n=e.findById(t);if(n)return n}},updateDelegate:function(t){var e=this.graph;if(this.delegateShape){var n=t.x-this.origin.x+this.originPoint.minX,r=t.y-this.origin.y+this.originPoint.minY;this.delegateShape.attr({x:n,y:r})}else{var i=e.get("delegateGroup"),o=null,a=(o=this.targets.length>1?$y(this.targets):this.targets[0].getBBox()).x,s=o.y,u=o.width,c=o.height,l=o.minX,h=o.minY;this.originPoint={x:a,y:s,width:u,height:c,minX:l,minY:h};var f=w(w({},Bf.delegateStyle),this.delegateStyle);this.delegateShape=i.addShape("rect",{attrs:w({width:o.width,height:o.height,x:o.x,y:o.y},f),name:"combo-delegate-shape"}),this.delegateShape.set("capture",!1),this.delegate=this.delegateShape}},updateParentCombos:function(){var t=this.graph,e=this.targets,n={};null==e||e.forEach((function(e){var r=e.getModel().parentId;r&&(n[r]=t.findById(r))})),Object.values(n).forEach((function(e){e&&t.updateCombo(e)}))}},tb="dblclick",eb=["click","dblclick"],nb={getDefaultCfg:function(){return{trigger:tb,relayout:!0}},getEvents:function(){var t,e;return eb.includes(this.trigger)?e=this.trigger:(e=tb,console.warn("Behavior collapse-expand-group 的 trigger 参数不合法，请输入 'click' 或 'dblclick'")),(t={})["combo:".concat(e)]="onComboClick",t},onComboClick:function(t){var e=t.item,n=this.graph,r=this.relayout;if(e&&!e.destroyed&&"combo"===e.getType()){var i=e.getModel().id;i&&(n.collapseExpandCombo(i),r&&n.get("layout")?n.layout():n.refreshPositions())}}},rb=od.isPolygonsIntersect,ib=od.pathToPoints,ob="shift",ab=["drag","shift","ctrl","alt","control"],sb={getDefaultCfg:function(){return{delegateStyle:{fill:"#EEF6FF",fillOpacity:.4,stroke:"#DDEEFE",lineWidth:1},onSelect:function(){},onDeselect:function(){},shouldDeselect:void 0,selectedState:"selected",trigger:ob,includeEdges:!0,selectedEdges:[],selectedNodes:[]}},getEvents:function(){return ab.indexOf(this.trigger.toLowerCase())>-1||(this.trigger=ob,console.warn("Behavior lasso-select 的 trigger 参数不合法，请输入 'drag'、'shift'、'ctrl' 或 'alt'")),"drag"===this.trigger?{dragstart:"onDragStart",drag:"onDragMove",dragend:"onDragEnd","canvas:click":"clearStates"}:{dragstart:"onDragStart",drag:"onDragMove",dragend:"onDragEnd",keyup:"onKeyUp",keydown:"onKeyDown","canvas:click":"clearStates"}},onDragStart:function(t){var e=this.lasso;t.item||("drag"===this.trigger||this.keydown)&&(this.selectedNodes&&0!==this.selectedNodes.length&&this.clearStates("dragstart"),e||(e=this.createLasso()),this.dragging=!0,this.originPoint={x:t.x,y:t.y},this.points.push(this.originPoint),e.show())},onDragMove:function(t){this.dragging&&("drag"===this.trigger||this.keydown)&&(this.points.push({x:t.x,y:t.y}),this.updateLasso(t))},onDragEnd:function(t){(this.lasso||this.dragging)&&("drag"===this.trigger||this.keydown)&&(this.points.push(this.originPoint),this.getSelectedItems(),this.lasso.remove(!0),this.lasso=null,this.points=[],this.dragging=!1)},getLassoPath:function(){var t=this.points,e=[];return t.length&&(t.forEach((function(t,n){0===n?e.push(["M",t.x,t.y]):e.push(["L",t.x,t.y])})),e.push(["L",t[0].x,t[0].y])),e},clearStates:function(t){void 0===t&&(t="canvas:click");var e=this,n=e.graph,r=e.selectedState,i=e.shouldDeselect,o=n.findAllByState("node",r),a=n.findAllByState("edge",r);i&&!i({action:t,nodes:o,edges:a})||(o.forEach((function(t){return n.setItemState(t,r,!1)})),a.forEach((function(t){return n.setItemState(t,r,!1)}))),this.onDeselect&&this.onDeselect(this.selectedNodes,this.selectedEdges),this.selectedNodes=[],this.selectedEdges=[],n.emit("nodeselectchange",{selectedItems:{nodes:[],edges:[]},select:!1})},getSelectedItems:function(){var t=this,e=this.graph,n=this.shouldUpdate,r=this.points.map((function(t){return[e.getCanvasByPoint(t.x,t.y).x,e.getCanvasByPoint(t.x,t.y).y]})),i=this.selectedState,o=[],a=[];e.getNodes().forEach((function(s){if(s.isVisible()&&function(t,e){var n,r=t.getKeyShape();if("path"===t.get("type"))n=ib(r.attr("path"));else{var i=r.getCanvasBBox();n=[[i.minX,i.minY],[i.maxX,i.minY],[i.maxX,i.maxY],[i.minX,i.maxY]]}return rb(e,n)}(s,r)&&n(s,"select",t)){o.push(s);var u=s.getModel();a.push(u.id),e.setItemState(s,i,!0)}}));var s=[];this.includeEdges&&o.forEach((function(r){r.getOutEdges().forEach((function(r){if(r.isVisible()){var i=r.getModel(),o=i.source,u=i.target;a.includes(o)&&a.includes(u)&&n(r,"select",t)&&(s.push(r),e.setItemState(r,t.selectedState,!0))}}))})),this.selectedEdges=s,this.selectedNodes=o,this.onSelect&&this.onSelect(o,s),e.emit("nodeselectchange",{selectedItems:{nodes:o,edges:s},select:!0})},createLasso:function(){var t=this.graph.get("delegateGroup").addShape("path",{attrs:w({path:[]},this.delegateStyle),capture:!1,name:"lasso-shape"});return this.lasso=t,this.delegate=t,this.points=[],t},updateLasso:function(t){this.lasso.attr({path:this.getLassoPath()})},onKeyDown:function(t){var e=t.key;e&&(e.toLowerCase()===this.trigger.toLowerCase()?this.keydown=!0:this.keydown=!1)},onKeyUp:function(){this.lasso&&(this.lasso.remove(!0),this.lasso=null,this.points=[],this.dragging=!1),this.keydown=!1}},ub="click",cb=["click","drag"],lb=void 0,hb=["shift","ctrl","control","alt","meta",void 0],fb={getDefaultCfg:function(){return{trigger:ub,key:lb,edgeConfig:{},getEdgeConfig:void 0}},getEvents:function(){var t,e=this;return cb.indexOf(e.trigger.toLowerCase())>-1||(e.trigger=ub,console.warn("Behavior create-edge 的 trigger 参数不合法，请输入 'click'，'drag'")),e.key&&-1===hb.indexOf(e.key.toLowerCase())&&(e.trigger=lb,console.warn("Behavior create-edge 的 key 参数不合法，请输入 'shift'，'ctrl'，'alt'，'control'，或 undefined")),"drag"===e.trigger?t={"node:dragstart":"onClick","combo:dragstart":"onClick",drag:"updateEndPoint","node:drop":"onClick","combo:drop":"onClick",dragend:"onDragEnd"}:"click"===e.trigger&&(t={"node:click":"onClick",mousemove:"updateEndPoint","edge:click":"cancelCreating","canvas:click":"cancelCreating","combo:click":"onClick"}),e.key&&(t.keydown="onKeyDown",t.keyup="onKeyUp"),t},onDragEnd:function(t){var e=this;if(!e.key||e.keydown){var n=t.item;n&&n.getID()!==e.source&&"node"===n.getType()||e.cancelCreating({item:e.edge,x:t.x,y:t.y})}},onClick:function(t){var e=this;if(!e.key||e.keydown){var n=t.item,r=e.graph,i=n.getModel(),o=e.getEdgeConfig;if(e.addingEdge&&e.edge){if(!e.shouldEnd(t,e))return;var a=void 0;a=o&&(0,M.isFunction)(o)?o({source:e.source,target:i.id},e):e.edgeConfig;var s=w({target:i.id},a);if(e.source===i.id&&(s.type="loop"),r.emit("beforecreateedge",{}),r.updateItem(e.edge,s,!1),r.get("enabledStack")){var u=w(w({},e.edge.getModel()),{itemType:"edge"}),c={};c.edges=[u],r.pushStack("add",{before:{},after:c})}r.emit("aftercreateedge",{edge:e.edge}),e.edge.getKeyShape().set("capture",!0),e.edge=null,e.addingEdge=!1}else{if(!e.shouldBegin(t,e))return;a=void 0;a=o&&(0,M.isFunction)(o)?o({source:i.id,target:i.id},e):e.edgeConfig,e.edge=r.addItem("edge",w({source:i.id,target:i.id},a),!1),e.source=i.id,e.addingEdge=!0,e.edge.getKeyShape().set("capture",!1)}}},updateEndPoint:function(t){var e=this;if(!e.key||e.keydown){e.edge&&e.edge.destroyed&&e.cancelCreating({item:e.edge});var n={x:t.x,y:t.y};e.graph.findById(e.source)?e.addingEdge&&e.edge&&e.graph.updateItem(e.edge,{target:n},!1):e.addingEdge=!1}},cancelCreating:function(t){var e,n,r=this;if(!r.key||r.keydown){var i=r.graph,o=t.item;return r.addingEdge&&(r.edge===o||(null===(n=null===(e=t.target)||void 0===e?void 0:e.isCanvas)||void 0===n?void 0:n.call(e)))?(r.edge&&!r.edge.destroyed&&i.removeItem(r.edge,!1),r.edge=null,void(r.addingEdge=!1)):void 0}},onKeyDown:function(t){var e=this,n=t.key;n&&(n.toLowerCase()===e.key.toLowerCase()?e.keydown=!0:e.keydown=!1)},onKeyUp:function(){var t=this;t.addingEdge&&t.edge&&(t.graph.removeItem(t.edge,!1),t.addingEdge=!1,t.edge=null),this.keydown=!1}},db="ctrl",pb=["shift","ctrl","alt","control"],gb={getDefaultCfg:function(){return{trigger:db,combinedKey:"1",functionName:"fitView",functionParams:[]}},getEvents:function(){return pb.indexOf(this.trigger.toLowerCase())>-1||(this.trigger=db,console.warn("Behavior shortcuts-fit-view 的 trigger 参数 '".concat(this.trigger,"' 不合法，请输入 'drag'、'shift'、'ctrl' 或 'alt'"))),this.combinedKey===this.trigger&&(this.combinedKey=void 0),{keyup:"onKeyUp",keydown:"onKeyDown"}},onKeyDown:function(t){var e=t.key;if(e){var n=this.trigger.toLowerCase(),r=e.toLowerCase();this.triggerKeydown||(this.triggerKeydown=r===n||"control"===r&&"ctrl"===n||"ctrl"===r&&"control"===n);var i=this.graph;if(!i[this.functionName])return console.warn("Behavior shortcuts-fit-view 的 functionName 参数 '".concat(this.functionName,"' 不合法，它不是 Graph 的一个函数名")),{};if(!this.triggerKeydown||this.combinedKey){var o=this.combinedKey.toLowerCase();this.triggerKeydown&&(r===o||"control"===r&&"ctrl"===o||"ctrl"===r&&"control"===o)&&(this.functionParams&&this.functionParams.length?i[this.functionName].apply(i,this.functionParams):i[this.functionName]())}else this.functionParams&&this.functionParams.length?i[this.functionName].apply(i,this.functionParams):i[this.functionName]()}},onKeyUp:function(){this.brush&&(this.brush.remove(!0),this.brush=null,this.dragging=!1),this.triggerKeydown=!1}},mb=["shift","ctrl","alt","control","meta"],vb={getDefaultCfg:function(){return{direction:"both",enableOptimize:!1,zoomKey:"ctrl",scalableRange:0,allowDragOnItem:!0}},getEvents:function(){return this.zoomKey&&-1!==mb.indexOf(this.zoomKey)||(this.zoomKey="ctrl"),{wheel:"onWheel"}},onWheel:function(t){var e=this;if(this.allowDrag(t)){var n=this.graph,r=Array.isArray(this.zoomKey)?[].concat(this.zoomKey):[this.zoomKey];if(r.includes("control")&&r.push("ctrl"),r.some((function(e){return t["".concat(e,"Key")]}))){var i=n.get("canvas").getPointByClient(t.clientX,t.clientY),o=n.getZoom();t.wheelDelta>0?o+=.05*o:o-=.05*o,n.zoomTo(o,{x:i.x,y:i.y})}else{var a=t.deltaX||t.movementX,s=t.deltaY||t.movementY;!s&&navigator.userAgent.indexOf("Firefox")>-1&&(s=125*-t.wheelDelta/3);var u=this.graph.get("width"),c=this.graph.get("height"),l=this.graph.get("canvas").getCanvasBBox(),h=this.scalableRange,f=this.scalableRange;h<1&&h>-1&&(h*=u,f*=c);var d=l.minX,p=l.maxX,g=l.minY,m=l.maxY;a>0?p<-h?a=0:p-a<-h&&(a=p+h):a<0&&(d>u+h?a=0:d-a>u+h&&(a=d-(u+h))),s>0?m<-f?s=0:m-s<-f&&(s=m+f):s<0&&(g>c+f?s=0:g-s>c+f&&(s=g-(c+f))),"x"===this.get("direction")?s=0:"y"===this.get("direction")&&(a=0),n.translate(-a,-s)}if(t.preventDefault(),this.get("enableOptimize")){var v=this.get("optimizeZoom"),y=this.get("optimized"),b=n.getNodes(),x=n.getEdges(),w=b.length,_=x.length;if(!y){for(var S=0;S0?t.set(e,n):t.delete(e))}function l(t,e,n,r){var i=String(e),o=String(n);if(!t&&i>o){var s=i;i=o,o=s}return i+a.EDGE_KEY_DELIM+o+a.EDGE_KEY_DELIM+(void 0===r?a.DEFAULT_EDGE_NAME:r)}function h(t,e,n,r){var i=String(e),o=String(n),a={v:e,w:n};if(!t&&i>o){var s=a.v;a.v=a.w,a.w=s}return void 0!==r&&(a.name=r),a}function f(t,e){return l(t,e.v,e.w,e.name)}function d(t){return"function"==typeof t}n.r(s),n.d(s,{getGraphComplement:function(){return At}}),function(t){t.DEFAULT_EDGE_NAME="\0",t.GRAPH_NODE="\0",t.EDGE_KEY_DELIM=""}(a||(a={}));var p=function(t){return t.nodes().map((function(e){var n={id:e,value:t.node(e),parent:t.parent(e)};return void 0===n.value&&delete n.value,void 0===n.parent&&delete n.parent,n}))},g=function(t){return t.edges().map((function(e){var n=t.edge(e),r={v:e.v,w:e.w,value:n,name:e.name};return void 0===r.name&&delete r.name,void 0===r.value&&delete r.value,r}))},m=function(t){var e={options:{directed:t.isDirected(),multigraph:t.isMultigraph(),compound:t.isCompound()},nodes:p(t),edges:g(t),value:t.graph()};return void 0===e.value&&delete e.value,e};function v(t,e){var n=Object.keys(t);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(t);e&&(r=r.filter((function(e){return Object.getOwnPropertyDescriptor(t,e).enumerable}))),n.push.apply(n,r)}return n}function y(t){for(var e=1;e0&&void 0!==arguments[0]?arguments[0]:{};x(this,t),this.directed=!0,this.multigraph=!1,this.compound=!1,this.GRAPH_NODE=a.GRAPH_NODE,this.label=void 0,this.nodeCountNum=0,this.edgeCountNum=0,this.defaultNodeLabelFn=function(){},this.defaultEdgeLabelFn=function(){},this.parentMap=void 0,this.childrenMap=void 0,this.nodesLabelMap=new Map,this.inEdgesMap=new Map,this.outEdgesMap=new Map,this.predecessorsMap=new Map,this.successorsMap=new Map,this.edgesMap=new Map,this.edgesLabelsMap=new Map,this.isDirected=function(){return e.directed},this.isMultigraph=function(){return e.multigraph},this.isCompound=function(){return e.compound},this.setGraph=function(t){return e.label=t,e},this.graph=function(){return e.label},this.setDefaultNodeLabel=function(t){return d(t)?e.defaultNodeLabelFn=t:e.defaultNodeLabelFn=function(){return t},e},this.nodeCount=function(){return 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All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the License); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an AS IS BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function o(t){const e=new Float32Array(t.length);for(let n=0;n{const s=r.backend_util.assertAndGetBroadcastShape(e,n),u=s.length,c=r.util.computeStrides(s),l=r.util.sizeFromShape(s),h=r.util.getTypedArrayFromDType(a,l),f=e.length,d=n.length,p=r.util.computeStrides(e),g=r.util.computeStrides(n),m=r.backend_util.getBroadcastDims(e,s),v=r.backend_util.getBroadcastDims(n,s);if(m.length+v.length===0)for(let e=0;ea[t]=0));const s=r.util.locToIndex(a,f,p),l=n.slice(-d);v.forEach((t=>l[t]=0));const y=r.util.locToIndex(l,d,g);h[e]=t(i[s],o[y])}return[h,s]}} -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function s(t){const{inputs:e,backend:n}=t,{real:r,imag:i}=e,o=n.data.get(r.dataId).values,a=n.data.get(i.dataId).values,s=n.makeTensorInfo(r.shape,"complex64");return n.data.get(s.dataId).complexTensorInfos={real:n.makeTensorInfo(r.shape,"float32",o),imag:n.makeTensorInfo(i.shape,"float32",a)},s}r.Complex; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function u(t,e,n="float32"){if("complex64"===n){return s({inputs:{real:u(t,e,"float32"),imag:u(t,e,"float32")},backend:t})}const i=r.util.makeZerosTypedArray(r.util.sizeFromShape(e),n);return t.makeTensorInfo(e,n,i)} -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function c(t){const{inputs:e,backend:n}=t,{x:r}=e;return n.incRef(r.dataId),{dataId:r.dataId,shape:r.shape,dtype:r.dtype}}r.Identity; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function l(t){const{inputs:e,backend:n}=t,{input:r}=e,i=n.data.get(r.dataId).complexTensorInfos.real,o=n.data.get(i.dataId).values;return n.makeTensorInfo(i.shape,i.dtype,o)}r.Real; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function h(t,e,n,i){if("int32"===i){return[e,"int32",Int32Array.from(t)]}if("bool"===i){const i=r.util.toTypedArray([0],n),[o,s]=a(((t,e)=>t!==e?1:0))(e,[],t,i,"bool");return[s,"bool",o]}throw new Error(`Error in Cast: failed to cast ${n} to ${i}`)}function f(t){const{inputs:e,backend:n,attrs:i}=t,{x:o}=e,{dtype:a}=i;if("complex64"===a){if("complex64"===o.dtype)return c({inputs:{x:o},backend:n});const t=u(n,o.shape,o.dtype),e=f({inputs:{x:o},backend:n,attrs:{dtype:"float32"}}),r=s({inputs:{real:e,imag:t},backend:n});return n.disposeIntermediateTensorInfo(t),n.disposeIntermediateTensorInfo(e),r}if("complex64"===o.dtype){const t=l({inputs:{input:o},backend:n}),e=f({inputs:{x:t},backend:n,attrs:{dtype:a}});return n.disposeIntermediateTensorInfo(t),e}if(!r.util.hasEncodingLoss(o.dtype,a)){const t=c({inputs:{x:o},backend:n});return{dataId:t.dataId,shape:t.shape,dtype:a}}const d=n.data.get(o.dataId).values,[p,g,m]=h(d,o.shape,o.dtype,a);return n.makeTensorInfo(p,g,m)}r.Cast; -/** - * @license - * Copyright 2020 Google LLC. 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All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -const g=a(((t,e)=>t+e)),m=p(((t,e,n,r)=>({real:t+n,imag:e+r})));d(r.Add,g,m),r.Add; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function v(t,e,n,i,o){const a=r.util.sizeFromShape(i),s=r.util.makeZerosTypedArray(o,n);for(let n=0;n=o||(s[r]+=a>0?e[n]:1)}return s}function y(t,e,n,i=!1){const o=t.shape[0],a=t.shape[1],s=(0,r.buffer)([o,n],e.dtype);for(let r=0;r=n||(i?s.set(1,r,a):e.size>0?s.set(s.get(r,a)+e.get(r,o),r,a):s.set(s.get(r,a)+1,r,a))}return s} -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function b(t){return(e,n,i)=>{const o=r.util.getTypedArrayFromDType(n,e.length);for(let n=0;n{const{x:u}=o;if(i(u,t),"string"===u.dtype||"string"===n)throw new Error("unaryKernelFunc does not support string input/output");const c=s,l=c.data.get(u.dataId).values,h=r.util.sizeFromShape(u.shape),f=n||u.dtype,d=r.util.getArrayFromDType(f,h);for(let t=0;t{const{x:s}=r;if(i(s,t),"string"===s.dtype||"string"===n)throw new Error("unaryKernelFunc does not support string input/output");const u=a,c=u.data.get(s.dataId).values,l=n||s.dtype,h=e(c,l,o);return u.makeTensorInfo(s.shape,l,h)}} -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the License); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an AS IS BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -const _=b((t=>Math.ceil(t)));w(r.Ceil,_),r.Ceil; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function S(t,e,n,i){const o=r.util.getArrayFromDType(n,r.util.sizeFromShape(e));if(i&&"string"!==n){let e=0;t.forEach((t=>{const n=r.util.sizeFromShape(t.shape);o.set(t.vals,e),e+=n}))}else{let i=0;t.forEach((t=>{const a="string"===n?r.backend_util.fromUint8ToStringArray(t.vals):t.vals;let s=0;for(let n=0;nt===e?1:0)),M=(d(r.Equal,E,null,"bool"),r.Equal,b((t=>Math.exp(t)))),T=(w(r.Exp,M,"float32"),r.Exp,b((t=>Math.expm1(t)))),A=(w(r.Expm1,T),r.Expm1,b((t=>Math.floor(t))));w(r.Floor,A),r.Floor; -/** - * @license - * Copyright 2021 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function C(t,e,n,i,o,a,s,u,c){const l=(0,r.buffer)([i,a],n);for(let n=0;n=c/a)throw new Error(`Invalid indices: ${r} does not index into ${u}`);for(let t=0;tt>e?1:0)),O=(d(r.Greater,N,null,"bool"),r.Greater,a(((t,e)=>t>=e?1:0))),P=(d(r.GreaterEqual,O,null,"bool"),r.GreaterEqual,a(((t,e)=>tt<=e?1:0)));d(r.LessEqual,I,null,"bool"),r.LessEqual; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function L(t,e,n){const i=(e-t)/(n-1),o=r.util.makeZerosTypedArray(n,"float32");o[0]=t;for(let t=1;tMath.log(t)));w(r.Log,D),r.Log; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function R(t,e,n,i){const o=r.util.getTypedArrayFromDType(i,r.util.sizeFromShape(n));for(let n=0;ni)&&(i=e)}o[n]=i}return o} -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -const z=a(((t,e)=>Math.max(t,e))),F=(d(r.Maximum,z),r.Maximum,a(((t,e)=>Math.min(t,e)))),B=(d(r.Minimum,F),r.Minimum,a(((t,e)=>t*e))),j=p(((t,e,n,r)=>({real:t*n-e*r,imag:t*r+e*n})));d(r.Multiply,B,j),r.Multiply; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function U(t,e,n){const i=r.util.createScalarValue(-1,n);return B([],e,i,t,n)}r.Neg;const V=a(((t,e)=>t!==e?1:0));d(r.NotEqual,V,null,"bool"),r.NotEqual; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function H(t,e,n,i,o){const a=e.length,s=r.util.sizeFromShape(e),u=r.util.computeStrides(e),c=r.util.computeStrides(o),l=r.util.getTypedArrayFromDType(n,r.util.sizeFromShape(o));for(let e=0;e[0]));!function(t,e){for(let n=0;ni)throw new Error("Ragged splits must not point past values");for(let t=1;tr[t])throw new Error("Ragged splits must be sorted in ascending order")}}(n,r);let u=1;for(let t=0;t=0){const t=s[i],e=t[t.length-1]-r[a];for(let t=a;t{if(t<0||t>=n){const o=r.util.indexToLoc(i,e.length,r.util.computeStrides(e)).join(",");throw new Error(`indices[${o}] = ${t} is not in [0, ${n})`)}}))}(a,s,e[0][0]-1),0===i.length)throw new Error("params.rank must be nonzero");const c=i[0],{outSplits:l,valueSlices:h,numValues:f}=Z(a,s,t,c),d=function(t){const e=[];for(let n=0;no[e]=t))}return e}(l),p=Y(n,i,o,h,f);return[d,p[0],p[1]]} -/** - * @license - * Copyright 2022 Google LLC. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -const X=2147483647;function K(t,e,n,i,o,a,s){if(e.length>1)throw new Error("starts must be a scalar or vector");if(o.length>1)throw new Error("limits must be a scalar or vector");if(s.length>1)throw new Error("deltas must be a scalar or vector");const u=0===e.length,c=0===o.length,l=0===s.length,h=[];u||h.push(e[0]),c||h.push(o[0]),l||h.push(s[0]);for(let t=1;t0&&rn)s=0;else if(s=Math.ceil(Math.abs((r-n)/o)),s>X)throw new Error("Requires ((limit - start) / delta) <= 2147483647");d[e+1]=d[e]+s}const p=d[f],g=r.util.getArrayFromDType(n,p);let m=0;for(let e=0;en&&(n=e)}return n}static getMaxWidthValueRowID(t){const e=t.length;if(0===e)return 0;let n=0,r=t[0],i=0;for(let o=1;o"Final length of result must be equal to firstDimension.")),o}calculateOutputIndexRowSplit(t,e,n,r){const i=t.length,o=[];for(let a=0;a0&&o.length!==t[i-1])throw new Error("Invalid row split size.");return o}calculateOutputIndexValueRowID(t,e,n,r){const i=t.length,o=[];if(0===i)return[];let a=0,s=t[0];if(s>=e.length)throw new Error(`Got currentValueRowId=${s}, which is not less than ${e.length}`);let u=e[s];o.push(u);for(let c=1;c=0&&(++a,a=e.length)throw new Error(`Got nextValueRowId=${i} which is not less than ${e.length}`);u=e[i]}o.push(u)}if(o.length!==t.length)throw new Error("Invalid row ids.");return o}calculateOutputIndex(t,e,n,r){const i=this.getRowPartitionTensor(t),o=this.getRowPartitionTypeByDimension(t);switch(o){case $.VALUE_ROWIDS:return this.calculateOutputIndexValueRowID(i,e,n,r);case $.ROW_SPLITS:if(i.length-1>e.length)throw new Error(`Row partition size is greater than output size: ${i.length-1} > ${e.length}`);return this.calculateOutputIndexRowSplit(i,e,n,r);default:throw new Error(`Unsupported partition type: ${$[o]}`)}}getFirstDimensionSize(){const t=this.rowPartitionValues[0];if(0===this.rowPartitionTypes.length)throw new Error("No row_partition_types given.");const e=this.rowPartitionTypes[0];switch(e){case $.FIRST_DIM_SIZE:return t[0];case $.VALUE_ROWIDS:throw new Error("Cannot handle VALUE_ROWIDS in first dimension.");case $.ROW_SPLITS:return this.rowPartitionValuesShapes[0][0]-1;default:throw new Error(`Cannot handle type ${$[e]}`)}}compute(){if(this.rowPartitionValues[0].length<=0)throw new Error("Invalid first partition input. Tensor requires at least one element.");const t=this.getFirstDimensionSize(),e=this.calculateOutputSize(t),n=new Array(this.raggedRank+1);n[n.length-1]=1;for(let t=n.length-2;t>=0;--t)n[t]=n[t+1]*e[t+1];const i=tt(e,!1),o=r.util.getArrayFromDType(this.valuesDType,r.util.sizeFromShape(i));if(n[0]*e[0]>0){let r=this.calculateFirstParentOutputIndex(t,n[0],e[0]);for(let t=1;t<=this.raggedRank;++t){r=this.calculateOutputIndex(t-1,r,n[t],e[t])}this.setOutput(this.raggedRank,r,o,i)}return[i,o]}setOutput(t,e,n,i){if(0===n.length)return;const o=this.values,a=n;let s=i.slice();s=s.slice(t+1);const u=r.util.sizeFromShape(s),c=e.length;let l=this.defaultValue;if(l.length!==u&&1!==l.length){const t=this.defaultValueShape;(0,r.tidy)((()=>{const e=(0,r.reshape)(l,t),n=(0,r.broadcastTo)(e,s);l=n.dataSync()}))}let h=0,f=0,d=0;for(let t=0;t<=c;++t){let r=t=c){const t=n.length;r=Math.floor(t/u)}if(r>d)if(1===this.defaultValue.length)a.subarray(d*u,r*u).fill(this.defaultValue[0]),d=r;else for(;r>d;){J(a.slice(d*u),l,u),++d}r<0?(h=t+1,f=d):(h=t,f=d,d=f+1)}else++d}}}function J(t,e,n){for(let r=0;r= 0`);if(r<-1)throw new Error(`Dimension ${r} must be >= -1`);r=-1}n.push(r)}return n}function et(t,e,n,r,i,o,a,s,u,c){return new Q(t,e,n,r,i,o,a,s,u,c).compute()} -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function nt(t,e,n,i){if(t===e||t1)return r.util.makeZerosTypedArray(0,i);const o=Math.abs(Math.ceil((e-t)/n)),a=r.util.makeZerosTypedArray(o,i);e1/Math.sqrt(t)));w(r.Rsqrt,rt),r.Rsqrt; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function it(t,e,n,i,o,a,s,u,c,l){const h=[i/o,o],f=t.values,d=e.values;if(0===i)return(0,r.buffer)(n,e.dtype);const p=(0,r.buffer)(h,e.dtype);"string"==typeof c||"number"==typeof c?p.values.fill(c):"boolean"==typeof c&&p.values.fill(+c);for(let t=0;t=i/o)throw new Error(`Invalid indices: ${r} does not index into ${n}`);for(let n=0;n1/(1+Math.exp(-t))));x(r.Sigmoid,(t=>1/(1+Math.exp(-t)))),r.Sigmoid; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function at(t,e,n,i,o){const a=r.slice_util.isSliceContinous(i,e,n),s=r.util.sizeFromShape(n),u=r.util.computeStrides(i);if(a){const n=r.slice_util.computeFlatOffset(e,u);return"string"===o?t.slice(n,n+s):t.subarray(n,n+s)}const c="string"===o?r.backend_util.fromUint8ToStringArray(t):t,l=(0,r.buffer)(i,o,c),h=(0,r.buffer)(n,o);for(let t=0;tt+e[n]));h.set(l.get(...r),...n)}return"string"===o?r.backend_util.fromStringArrayToUint8(h.values):h.values}r.Slice; -/** - * @license - * Copyright 2021 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function st(t,e,n,i,o,a,s){const u=e[0],c=a[0],l=new Array(c),h=new Array(u),f=e[1];if(0===c){if(0!==u)throw new Error(r.backend_util.getSparseFillEmptyRowsIndicesDenseShapeMismatch(u));return[r.util.getArrayFromDType(n,0),[0,f],r.util.getArrayFromDType(o,0),l,h]}let d=!0,p=0;const g=new Array(c).fill(0);for(let e=0;e=c)throw new Error(r.backend_util.getSparseFillEmptyRowsOutOfRangeIndexErrorMessage(e,n,c));++g[n],d=d&&n>=p,p=n}let m=!0;for(let t=0;t0&&(g[t]+=g[t-1])}if(m&&d){const e=t,n=i;for(let t=0;t0){d[f-1]=1;for(let t=f-2;t>=0;--t)d[t]=d[t+1]*i[t+1]}const p=[];if(u>0){p[u-1]=1;for(let t=u-2;t>=0;--t)p[t]=p[t+1]*c[t+1]}const g=r.util.getArrayFromDType(n,s*u);for(let e=0;e0?o[u-1]+1:0;if(h<0)throw new Error(r.backend_util.getSparseSegmentReductionNegativeSegmentIdsErrorMessage());const f=e.slice();f[0]=h;const d=f.reduce(((t,e)=>t*e),1),p=r.util.getArrayFromDType(n,d);if(0===u)return h>0&&p.fill(s),[p,f];if(h<=0)throw new Error(r.backend_util.getSparseSegmentReductionNegativeSegmentIdsErrorMessage());let g=0,m=1,v=0,y=o[g];for(;;){let e=0;if(m=e)throw new Error(r.backend_util.getSparseSegmentReductionNonIncreasingSegmentIdsErrorMessage())}if(y<0||y>=h)throw new Error(r.backend_util.getSparseSegmentReductionSegmentIdOutOfRangeErrorMessage(y,h));y>v&&p.fill(s,v*l,y*l);for(let e=g;e=c[0])throw new Error(r.backend_util.getSparseSegmentReductionIndicesOutOfRangeErrorMessage(e,i[e],c[0]));for(let e=0;eu)break}return vMath.sqrt(t))),ht=(x(r.Sqrt,(t=>Math.sqrt(t))),r.Sqrt,a(((t,e)=>{const n=t-e;return n*n})));d(r.SquaredDifference,ht),r.SquaredDifference; -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function ft(t,e,n,i){const o=(0,r.buffer)(t,e.dtype);for(let t=0;t0?0:a-s);let f=0;f+=u*this.leftPad.length;for(let e=0;et.forEach((t=>d[p++]=t));for(let t=0;t0){g(t[h+l-1]);for(let t=0;t0){let t=e[0];if(0!==t)throw new Error(`First split value must be 0, got ${t}`);for(let r=1;r=t;if(i=i&&e[r]<=n,!i)throw new Error(`Invalid split value ${e[r]}, must be in [${t}, ${n}]`);t=e[r]}if(t!==n)throw new Error(`Last split value must be data size. 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All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function gt(t,e,n,r){if(!t.length)return;if(0===e.length){for(let e=0;et-e)),bt=p(((t,e,n,r)=>({real:t-n,imag:e-r})));d(r.Sub,yt,bt),r.Sub; -/** - * @license - * Copyright 2019 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function xt(t,e){const n=new Array(t.rank);for(let r=0;r{const n=e.value-t.value;return 0===n?t.index-e.index:n};function _t(t,e,n=0,i=t.length-1){for(;i>n;){if(i-n>600){const r=i-n+1,o=e-n+1,a=Math.log(r),s=.5*Math.exp(2*a/3),u=.5*Math.sqrt(a*s*(r-s)/r)*Math.sign(o-r/2);_t(t,e,Math.max(n,Math.floor(e-o*s/r+u)),Math.min(i,Math.floor(e+(r-o)*s/r+u)))}const o=t[e];let a=n,s=i;for(r.util.swap(t,n,e),wt(t[i],o)>0&&r.util.swap(t,n,i);a0;)s-=1}0===wt(t[n],o)?r.util.swap(t,n,s):(s+=1,r.util.swap(t,s,i)),s<=e&&(n=s+1),e<=s&&(i=s-1)}}function St(t,e,n,i,o){const a=e[e.length-1],[s,u]=[t.length/a,a],c=r.util.getTypedArrayFromDType(n,s*i),l=r.util.getTypedArrayFromDType("int32",s*i);for(let e=0;ea[e]={value:t,index:e})),i{for(let n=0;n!1),(t=>{t&&console.warn("Keep intermediate tensors is ON. 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All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -const M={};function T(t){return M[t]} -/** - * @license - * Copyright 2018 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function A(t,e,n,r,i){const o=e.inputParams[t];if(o&&void 0!==o.inputIndexStart){const t=o.inputIndexStart,a=0===o.inputIndexEnd?void 0:void 0===o.inputIndexEnd?t+1:o.inputIndexEnd;if("tensor"===o.type)return C(e.inputNames[o.inputIndexStart],n,r,i);if("tensors"===o.type){return e.inputNames.slice(t,a).map((t=>C(t,n,r,i)))}const s=C(e.inputNames.slice(t)[0],n,r,i),u=s.dataSync();return"number"===o.type?u[0]:_.util.toNestedArray(s.shape,u)}const a=e.attrParams[t];return a&&a.value}function C(t,e,n,r){const[i,o]=O(t);if(null!=r){const t=r.getHashTableHandleByName(i);if(null!=t)return t}const a=n.currentContextIds.find((t=>!!e[N(i,t)]));return void 0!==a?e[N(i,a)][o]:void 0}function k(t,e){const[n,r,i]=O(t);return[N(n,e&&e.currentContextId),r,i]}function N(t,e){return e?`${t}-${e}`:t}function O(t){const e=t.split(":");if(1===e.length)return[t,0,void 0];const n=e[0],r=3===e.length?e[1]:void 0;return[n,Number(e[e.length-1]),r]}function P(t,e,n){let r=A("pad",t,e,n);if("explicit"===r){r=A("explicitPaddings",t,e,n);const i=[[0,0],[0,0],[0,0],[0,0]];for(let t=0;t<4;t++)i[t][0]=r[2*t],i[t][1]=r[2*t+1];return i}return r}function I(t){return t.kept?t:(0,_.clone)(t)} -/** - * @license - * Copyright 2023 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -const 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-/** - * @license - * Copyright 2018 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -class J{constructor(){const t=[].concat(...[r,i,o,a,s,u,c,l,h,f,d,p,g,m,v,y,b,x,w].map((t=>t.json)));this.opMappers=t.reduce(((t,e)=>(t[e.tfOpName]=e,t)),{})}static get Instance(){return this._instance||(this._instance=new this)}transformGraph(t,e={}){const n=t.node,r=[],i=[],o=[],a=n.reduce(((t,e)=>(t[e.name]=this.mapNode(e),e.op.startsWith("Placeholder")?r.push(t[e.name]):"Const"===e.op?i.push(t[e.name]):null!=e.input&&0!==e.input.length||o.push(t[e.name]),t)),{});let s=[];const u=[];let c={},l={};null!=e&&(c=this.mapSignatureEntries(e.inputs),l=this.mapSignatureEntries(e.outputs));const h=Object.keys(a);h.forEach((t=>{const e=a[t];e.inputNames.forEach(((t,n)=>{const[r,,i]=k(t),o=a[r];if(null!=o.outputs){const t=o.outputs.indexOf(i);if(-1!==t){const i=`${r}:${t}`;e.inputNames[n]=i}}e.inputs.push(o),o.children.push(e)}))})),0===Object.keys(l).length?h.forEach((t=>{const e=a[t];0===e.children.length&&u.push(e)})):Object.keys(l).forEach((t=>{const[e]=k(t),n=a[e];null!=n&&(n.signatureKey=l[t],u.push(n))})),Object.keys(c).length>0?Object.keys(c).forEach((t=>{const[e]=k(t),n=a[e];n&&(n.signatureKey=c[t],s.push(n))})):s=r;let f={};null!=t.library&&null!=t.library.function&&(f=t.library.function.reduce(((t,e)=>(t[e.signature.name]=this.mapFunction(e),t)),{}));const d={nodes:a,inputs:s,outputs:u,weights:i,placeholders:r,signature:e,functions:f};return o.length>0&&(d.initNodes=o),d}mapSignatureEntries(t){return Object.keys(t||{}).reduce(((e,n)=>(e[t[n].name]=n,e)),{})}mapNode(t){const e=T(t.op)||this.opMappers[t.op]||{};null==t.attr&&(t.attr={});const n={name:t.name,op:t.op,category:e.category,inputNames:(t.input||[]).map((t=>t.startsWith("^")?t.slice(1):t)),inputs:[],children:[],inputParams:{},attrParams:{},rawAttrs:t.attr,outputs:e.outputs};return null!=e.inputs&&(n.inputParams=e.inputs.reduce(((t,e)=>(t[e.name]={type:e.type,inputIndexStart:e.start,inputIndexEnd:e.end},t)),{})),null!=e.attrs&&(n.attrParams=e.attrs.reduce(((e,n)=>{const r=n.type;let i;switch(n.type){case"string":i=et(t.attr,n.tfName,n.defaultValue),void 0===i&&n.tfDeprecatedName&&(i=et(t.attr,n.tfDeprecatedName,n.defaultValue));break;case"string[]":i=ht(t.attr,n.tfName,n.defaultValue),void 0===i&&n.tfDeprecatedName&&(i=ht(t.attr,n.tfDeprecatedName,n.defaultValue));break;case"number":i=rt(t.attr,n.tfName,n.defaultValue||0),void 0===i&&n.tfDeprecatedName&&(i=rt(t.attr,n.tfDeprecatedName,n.defaultValue));break;case"number[]":i=lt(t.attr,n.tfName,n.defaultValue),void 0===i&&n.tfDeprecatedName&&(i=lt(t.attr,n.tfDeprecatedName,n.defaultValue));break;case"bool":i=nt(t.attr,n.tfName,n.defaultValue),void 0===i&&n.tfDeprecatedName&&(i=nt(t.attr,n.tfDeprecatedName,n.defaultValue));break;case"bool[]":i=dt(t.attr,n.tfName,n.defaultValue),void 0===i&&n.tfDeprecatedName&&(i=dt(t.attr,n.tfDeprecatedName,n.defaultValue));break;case"shape":i=ct(t.attr,n.tfName,n.defaultValue),void 0===i&&n.tfDeprecatedName&&(i=ct(t.attr,n.tfDeprecatedName,n.defaultValue));break;case"shape[]":i=ft(t.attr,n.tfName,n.defaultValue),void 0===i&&n.tfDeprecatedName&&(i=ft(t.attr,n.tfDeprecatedName,n.defaultValue));break;case"dtype":i=at(t.attr,n.tfName,n.defaultValue),void 0===i&&n.tfDeprecatedName&&(i=at(t.attr,n.tfDeprecatedName,n.defaultValue));break;case"dtype[]":i=st(t.attr,n.tfName,n.defaultValue),void 0===i&&n.tfDeprecatedName&&(i=st(t.attr,n.tfDeprecatedName,n.defaultValue));break;case"func":i=ot(t.attr,n.tfName,n.defaultValue),void 0===i&&n.tfDeprecatedName&&(i=ot(t.attr,n.tfDeprecatedName,n.defaultValue));break;case"tensor":case"tensors":break;default:throw new Error(`Unsupported param type: ${n.type} for op: ${t.op}`)}return e[n.name]={value:i,type:r},e}),{})),n}mapFunction(t){const e=t.nodeDef,n=[];let r={};null!=e&&(r=e.reduce(((t,e)=>(t[e.name]=this.mapNode(e),"Const"===e.op&&n.push(t[e.name]),t)),{}));const i=[],o=[];t.signature.inputArg.forEach((t=>{const[e]=k(t.name),n={name:e,op:"Placeholder",inputs:[],inputNames:[],category:"graph",inputParams:{},attrParams:{dtype:{value:it(t.type),type:"dtype"}},children:[]};n.signatureKey=t.name,i.push(n),r[e]=n}));Object.keys(r).forEach((t=>{const e=r[t];e.inputNames.forEach(((t,n)=>{const[i,,o]=k(t),a=r[i];if(null!=a.outputs){const t=a.outputs.indexOf(o);if(-1!==t){const r=`${i}:${t}`;e.inputNames[n]=r}}e.inputs.push(a),a.children.push(e)}))}));const a=t.ret;t.signature.outputArg.forEach((t=>{const[e,n]=k(a[t.name]),i=r[e];null!=i&&(i.defaultOutput=n,o.push(i))}));const s=this.mapArgsToSignature(t);return{nodes:r,inputs:i,outputs:o,weights:n,placeholders:[],signature:s}}mapArgsToSignature(t){return{methodName:t.signature.name,inputs:t.signature.inputArg.reduce(((t,e)=>(t[e.name]=this.mapArgToTensorInfo(e),t)),{}),outputs:t.signature.outputArg.reduce(((e,n)=>(e[n.name]=this.mapArgToTensorInfo(n,t.ret),e)),{})}}mapArgToTensorInfo(t,e){let n=t.name;return null!=e&&(n=e[n]),{name:n,dtype:t.type}}}function tt(t,e){const n=Array.isArray(t)?String.fromCharCode.apply(null,t):function(t){const e=(0,_.env)().global;if(void 0!==e.atob)return e.atob(t);if("undefined"!=typeof Buffer)return new Buffer(t,"base64").toString();throw new Error("Unable to decode base64 in this environment. Missing built-in atob() or Buffer()")}(t);return e?n:n.toLowerCase()}function et(t,e,n,r=!1){const i=t[e];return null!=i?tt(i.s,r):n}function nt(t,e,n){const r=t[e];return r?r.b:n}function rt(t,e,n){const r=t[e]||{},i=null!=r.i?r.i:null!=r.f?r.f:n;return"number"==typeof i?i:parseInt(i,10)}function it(t){switch("string"==typeof t&&(t=S[t]),t){case S.DT_FLOAT:case S.DT_HALF:return"float32";case S.DT_INT32:case S.DT_INT64:case S.DT_INT8:case S.DT_UINT8:return"int32";case S.DT_BOOL:return"bool";case S.DT_DOUBLE:return"float32";case S.DT_STRING:return"string";default:return null}}function ot(t,e,n){const r=t[e];return r&&r.func?r.func.name:n}function at(t,e,n){const r=t[e];return r&&r.type?it(r.type):n}function st(t,e,n){const r=t[e];return r&&r.list&&r.list.type?r.list.type.map((t=>it(t))):n}function ut(t){if(!t.unknownRank)return null!=t.dim?t.dim.map((t=>"number"==typeof t.size?t.size:parseInt(t.size,10))):[]}function ct(t,e,n){const r=t[e];return r&&r.shape?ut(r.shape):n}function lt(t,e,n){const r=t[e];return r?((r.list.f&&r.list.f.length?r.list.f:r.list.i)||[]).map((t=>"number"==typeof t?t:parseInt(t,10))):n}function ht(t,e,n,r=!1){const i=t[e];return i&&i.list&&i.list.s?i.list.s.map((t=>tt(t,r))):n}function ft(t,e,n){const r=t[e];return r&&r.list&&r.list.shape?r.list.shape.map((t=>ut(t))):n}function dt(t,e,n){const r=t[e];return r&&r.list&&r.list.b?r.list.b:n} -/** - * @license - * Copyright 2019 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -class pt{constructor(t,e,n){this.node=t,this.tensorMap=e,this.context=n,this.inputs=[],this.attrs={},this.inputs=t.inputNames.map((t=>this.getInput(t))),null!=t.rawAttrs&&(this.attrs=Object.keys(t.rawAttrs).reduce(((t,e)=>(t[e]=this.getAttr(e),t)),{}))}getInput(t){return C(t,this.tensorMap,this.context)}getAttr(t,e){const n=this.node.rawAttrs[t];if(null!=n.tensor)return C(t,this.tensorMap,this.context);if(null!=n.i||null!=n.f)return rt(this.node.rawAttrs,t,e);if(null!=n.s)return et(this.node.rawAttrs,t,e);if(null!=n.b)return nt(this.node.rawAttrs,t,e);if(null!=n.shape)return ct(this.node.rawAttrs,t,e);if(null!=n.type)return at(this.node.rawAttrs,t,e);if(null!=n.list){if(null!=n.list.i||null!=n.list.f)return lt(this.node.rawAttrs,t,e);if(null!=n.list.s)return ht(this.node.rawAttrs,t,e);if(null!=n.list.shape)return ft(this.node.rawAttrs,t,e);if(null!=n.list.b)return dt(this.node.rawAttrs,t,e);if(null!=n.list.type)return st(this.node.rawAttrs,t,e)}return e}}var gt=n(97611); -/** - * @license - * Copyright 2020 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function mt(t,e,n=""){if("number"!=typeof t&&"number"!=typeof e){_.util.assert(t.length===e.length,(()=>n+` Shapes ${t} and ${e} must match`));for(let r=0;rn+` Shapes ${t} and ${e} must match`))}}}function vt(t){return"number"!=typeof t&&!t.some((t=>t<0))}function yt(t,e,n){let r=bt(t,n);const i=!vt(r);if(i&&0===e.length)throw new Error(`Tried to calculate elements of an empty list with non-fully-defined elementShape: ${r}`);if(i&&e.forEach((t=>{r=bt(t.shape,r)})),!vt(r))throw new Error(`Non-fully-defined elementShape: ${r}`);return r}function bt(t,e){if("number"==typeof t)return e;if("number"==typeof e)return t;if(t.length!==e.length)throw new Error(`Incompatible ranks during merge: ${t} vs. ${e}`);const n=[];for(let r=0;r=0&&o>=0&&i!==o)throw new Error(`Incompatible shape during merge: ${t} vs. ${e}`);n[r]=i>=0?i:o}return n} -/** - * @license - * Copyright 2018 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -class xt{constructor(t,e,n,r,i,o,a){this.name=t,this.dtype=e,this.maxSize=n,this.elementShape=r,this.identicalElementShapes=i,this.dynamicSize=o,this.clearAfterRead=a,this.tensors=[],this.closed_=!1,this.idTensor=(0,_.scalar)(0),(0,_.keep)(this.idTensor)}get id(){return this.idTensor.id}get closed(){return this.closed_}clearAndClose(t){this.tensors.forEach((e=>{null!=t&&t.has(e.tensor.id)||e.tensor.dispose()})),this.tensors=[],this.closed_=!0,this.idTensor.dispose()}size(){return this.tensors.length}read(t){if(this.closed_)throw new Error(`TensorArray ${this.name} has already been closed.`);if(t<0||t>=this.size())throw new Error(`Tried to read from index ${t}, but array size is: ${this.size()}`);const e=this.tensors[t];if(e.cleared)throw new Error(`TensorArray ${this.name}: Could not read index ${t} twice because it was cleared after a previous read (perhaps try setting clear_after_read = false?).`);return this.clearAfterRead&&(e.cleared=!0),e.read=!0,e.tensor}readMany(t){return t.map((t=>this.read(t)))}write(t,e){if(this.closed_)throw new Error(`TensorArray ${this.name} has already been closed.`);if(t<0||!this.dynamicSize&&t>=this.maxSize)throw new Error(`Tried to write to index ${t}, but array is not resizeable and size is: ${this.maxSize}`);const n=this.tensors[t]||{};if(e.dtype!==this.dtype)throw new Error(`TensorArray ${this.name}: Could not write to TensorArray index ${t},\n because the value dtype is ${e.dtype}, but TensorArray dtype is ${this.dtype}.`);if(0!==this.size()||null!=this.elementShape&&0!==this.elementShape.length||(this.elementShape=e.shape),mt(this.elementShape,e.shape,`TensorArray ${this.name}: Could not write to TensorArray index ${t}.`),n.read)throw new Error(`TensorArray ${this.name}: Could not write to TensorArray index ${t}, because it has already been read.`);if(n.written)throw new Error(`TensorArray ${this.name}: Could not write to TensorArray index ${t}, because it has already been written.`);n.tensor=e,(0,_.keep)(e),n.written=!0,this.tensors[t]=n}writeMany(t,e){if(t.length!==e.length)throw new Error(`TensorArray ${this.name}: could not write multiple tensors,because the index size: ${t.length} is not the same as tensors size: ${e.length}.`);t.forEach(((t,n)=>this.write(t,e[n])))}gather(t,e){if(e&&e!==this.dtype)throw new Error(`TensorArray dtype is ${this.dtype} but gather requested dtype ${e}`);if(t)t=t.slice(0,this.size());else{t=[];for(let e=0;e=this.maxSize)throw new Error(`Max index must be < array size (${n} vs. ${this.maxSize})`);this.writeMany(t,(0,_.unstack)(e,0))}split(t,e){if(e.dtype!==this.dtype)throw new Error(`TensorArray dtype is ${this.dtype} but tensor has dtype ${e.dtype}`);let n=0;const r=t.map((t=>(n+=t,n)));if(n!==e.shape[0])throw new Error(`Expected sum of lengths to be equal to\n tensor.shape[0], but sum of lengths is\n ${n}, and tensor's shape is: ${e.shape}`);if(!this.dynamicSize&&t.length!==this.maxSize)throw new Error(`TensorArray's size is not equal to the size of lengths (${this.maxSize} vs. ${t.length}), and the TensorArray is not marked as dynamically resizeable`);const i=0===n?0:e.size/n,o=[];(0,_.tidy)((()=>{e=(0,_.reshape)(e,[1,n,i]);for(let n=0;n{if(n!==t.dtype)throw new Error(`Invalid data types; op elements ${n}, but list elements ${t.dtype}`);mt(e,t.shape,"TensorList shape mismatch: "),(0,_.keep)(t)})),this.idTensor=(0,_.scalar)(0),this.maxNumElements=r,(0,_.keep)(this.idTensor)}get id(){return this.idTensor.id}copy(){return new wt([...this.tensors],this.elementShape,this.elementDtype)}clearAndClose(t){this.tensors.forEach((e=>{null!=t&&t.has(e.id)||e.dispose()})),this.tensors.length=0,this.idTensor.dispose()}size(){return this.tensors.length}stack(t,e,n=-1){if(e!==this.elementDtype)throw new Error(`Invalid data types; op elements ${e}, but list elements ${this.elementDtype}`);if(-1!==n&&this.tensors.length!==n)throw new Error(`Operation expected a list with ${n} elements but got a list with ${this.tensors.length} elements.`);mt(t,this.elementShape,"TensorList shape mismatch: ");const r=yt(this.elementShape,this.tensors,t);return(0,_.tidy)((()=>{const t=this.tensors.map((t=>(0,_.reshape)(t,r)));return(0,_.stack)(t,0)}))}popBack(t,e){if(e!==this.elementDtype)throw new Error(`Invalid data types; op elements ${e}, but list elements ${this.elementDtype}`);if(0===this.size())throw new Error("Trying to pop from an empty list.");const n=yt(this.elementShape,this.tensors,t),r=this.tensors.pop();return r.kept=!1,mt(r.shape,t,"TensorList shape mismatch: "),(0,_.reshape)(r,n)}pushBack(t){if(t.dtype!==this.elementDtype)throw new Error(`Invalid data types; op elements ${t.dtype}, but list elements ${this.elementDtype}`);if(mt(t.shape,this.elementShape,"TensorList shape mismatch: "),this.maxNumElements===this.size())throw new Error("Trying to push element into a full list.");(0,_.keep)(t),this.tensors.push(t)}resize(t){if(t<0)throw new Error(`TensorListResize expects size to be non-negative. Got: ${t}`);if(-1!==this.maxNumElements&&t>this.maxNumElements)throw new Error(`TensorListResize input size ${t} is greater maxNumElement ${this.maxNumElements}.`);const e=new wt([],this.elementShape,this.elementDtype,this.maxNumElements);e.tensors.length=t;for(let n=0;nthis.tensors.length)throw new Error(`Trying to access element ${t} in a list with ${this.tensors.length} elements.`);if(null==this.tensors[t])throw new Error(`element at index ${t} is null.`);mt(this.tensors[t].shape,e,"TensorList shape mismatch: ");const r=yt(this.elementShape,this.tensors,e);return(0,_.reshape)(this.tensors[t],r)}setItem(t,e){if(e.dtype!==this.elementDtype)throw new Error(`Invalid data types; op elements ${e.dtype}, but list elements ${this.elementDtype}`);if(t<0||-1!==this.maxNumElements&&t>=this.maxNumElements)throw new Error(`Trying to set element ${t} in a list with max ${this.maxNumElements} elements.`);mt(this.elementShape,e.shape,"TensorList shape mismatch: "),(0,_.keep)(e),null!=this.tensors[t]&&(this.tensors[t].kept=!1),this.tensors[t]=e}gather(t,e,n){if(e!==this.elementDtype)throw new Error(`Invalid data types; op elements ${e}, but list elements ${this.elementDtype}`);mt(this.elementShape,n,"TensorList shape mismatch: "),t=t.slice(0,this.size());const r=yt(this.elementShape,this.tensors,n);return 0===t.length?(0,_.tensor)([],[0].concat(r)):(0,_.tidy)((()=>{const e=t.map((t=>(0,_.reshape)(this.tensors[t],r)));return(0,_.stack)(e,0)}))}concat(t,e){if(t&&t!==this.elementDtype)throw new Error(`TensorList dtype is ${this.elementDtype} but concat requested dtype ${t}`);mt(this.elementShape,e,"TensorList shape mismatch: ");const n=yt(this.elementShape,this.tensors,e);return 0===this.size()?(0,_.tensor)([],[0].concat(n)):(0,_.tidy)((()=>{const t=this.tensors.map((t=>(0,_.reshape)(t,n)));return(0,_.concat)(t,0)}))}} -/** - * @license - * Copyright 2018 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -const _t=async(t,e,n)=>{switch(t.op){case"If":case"StatelessIf":{const r=A("thenBranch",t,e,n),i=A("elseBranch",t,e,n),o=A("cond",t,e,n),a=A("args",t,e,n);return(await o.data())[0]?n.functionMap[r].executeFunctionAsync(a,n.tensorArrayMap,n.tensorListMap):n.functionMap[i].executeFunctionAsync(a,n.tensorArrayMap,n.tensorListMap)}case"While":case"StatelessWhile":{const r=A("body",t,e,n),i=A("cond",t,e,n),o=A("args",t,e,n),a=await n.functionMap[i].executeFunctionAsync(o,n.tensorArrayMap,n.tensorListMap),s=o.map((t=>t.id));let u=await a[0].data();a.forEach((t=>{t.kept||-1!==s.indexOf(t.id)||t.dispose()}));let c=o;for(;u[0];){const t=c;c=await n.functionMap[r].executeFunctionAsync(c,n.tensorArrayMap,n.tensorListMap);const e=c.map((t=>t.id));t.forEach((t=>{t.kept||-1!==s.indexOf(t.id)||-1!==e.indexOf(t.id)||t.dispose()}));const o=await n.functionMap[i].executeFunctionAsync(c,n.tensorArrayMap,n.tensorListMap);u=await o[0].data(),o.forEach((t=>{t.kept||-1!==s.indexOf(t.id)||-1!==e.indexOf(t.id)||t.dispose()}))}return c}case"LoopCond":return[I(A("pred",t,e,n))];case"Switch":{const r=A("pred",t,e,n);let i=A("data",t,e,n);return i.kept||(i=I(i)),(await r.data())[0]?[void 0,i]:[i,void 0]}case"Merge":{const r=t.inputNames.find((t=>void 0!==C(t,e,n)));if(r){return[I(C(r,e,n))]}return}case"Enter":{const r=A("frameName",t,e,n),i=A("tensor",t,e,n);return n.enterFrame(r),[I(i)]}case"Exit":{const r=A("tensor",t,e,n);return n.exitFrame(),[I(r)]}case"NextIteration":{const r=A("tensor",t,e,n);return n.nextIteration(),[I(r)]}case"TensorArrayV3":{const r=A("size",t,e,n),i=A("dtype",t,e,n),o=A("elementShape",t,e,n),a=A("dynamicSize",t,e,n),s=A("clearAfterRead",t,e,n),u=A("identicalElementShapes",t,e,n),c=A("name",t,e,n),l=new xt(c,i,r,o,u,a,s);return n.addTensorArray(l),[l.idTensor,(0,_.scalar)(1)]}case"TensorArrayWriteV3":{const r=A("tensorArrayId",t,e,n),i=A("index",t,e,n),o=A("tensor",t,e,n),a=n.getTensorArray(r.id);return a.write(i,o),[a.idTensor]}case"TensorArrayReadV3":{const r=A("tensorArrayId",t,e,n),i=A("index",t,e,n);return[n.getTensorArray(r.id).read(i)]}case"TensorArrayGatherV3":{const 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i((()=>((t,e,n,r=gt)=>{switch(t.op){case"Abs":case"ComplexAbs":return[r.abs(A("x",t,e,n))];case"Acos":return[r.acos(A("x",t,e,n))];case"Acosh":return[r.acosh(A("x",t,e,n))];case"Asin":return[r.asin(A("x",t,e,n))];case"Asinh":return[r.asinh(A("x",t,e,n))];case"Atan":return[r.atan(A("x",t,e,n))];case"Atan2":return[r.atan2(A("x",t,e,n),A("y",t,e,n))];case"Atanh":return[r.atanh(A("x",t,e,n))];case"Ceil":return[r.ceil(A("x",t,e,n))];case"Complex":return[r.complex(A("real",t,e,n),A("imag",t,e,n))];case"Cos":return[r.cos(A("x",t,e,n))];case"Cosh":return[r.cosh(A("x",t,e,n))];case"Elu":return[r.elu(A("x",t,e,n))];case"Erf":return[r.erf(A("x",t,e,n))];case"Exp":return[r.exp(A("x",t,e,n))];case"Expm1":return[r.expm1(A("x",t,e,n))];case"Floor":return[r.floor(A("x",t,e,n))];case"Log":return[r.log(A("x",t,e,n))];case"Log1p":return[r.log1p(A("x",t,e,n))];case"Imag":return[r.imag(A("x",t,e,n))];case"Neg":return[r.neg(A("x",t,e,n))];case"Reciprocal":return[r.reciprocal(A("x",t,e,n))];case"Real":return[r.real(A("x",t,e,n))];case"Relu":return[r.relu(A("x",t,e,n))];case"Round":return[r.round(A("x",t,e,n))];case"Selu":return[r.selu(A("x",t,e,n))];case"Sigmoid":return[r.sigmoid(A("x",t,e,n))];case"Sin":return[r.sin(A("x",t,e,n))];case"Sign":return[r.sign(A("x",t,e,n))];case"Sinh":return[r.sinh(A("x",t,e,n))];case"Softplus":return[r.softplus(A("x",t,e,n))];case"Sqrt":return[r.sqrt(A("x",t,e,n))];case"Square":return[r.square(A("x",t,e,n))];case"Tanh":return[r.tanh(A("x",t,e,n))];case"Tan":return[r.tan(A("x",t,e,n))];case"ClipByValue":return[r.clipByValue(A("x",t,e,n),A("clipValueMin",t,e,n),A("clipValueMax",t,e,n))];case"Relu6":return[r.relu6(A("x",t,e,n))];case"Rsqrt":return[r.rsqrt(C(t.inputNames[0],e,n))];case"Prod":return[r.prod(A("x",t,e,n),A("axes",t,e,n))];case"LeakyRelu":return[r.leakyRelu(A("x",t,e,n),A("alpha",t,e,n))];case"Prelu":return[r.prelu(A("x",t,e,n),A("alpha",t,e,n))];case"IsNan":return[r.isNaN(C(t.inputNames[0],e,n))];default:throw 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i=A("images",t,e,n),o=A("size",t,e,n),a=A("alignCorners",t,e,n),s=A("halfPixelCenters",t,e,n);return[r.image.resizeBilinear(i,[o[0],o[1]],a,s)]}case"ResizeNearestNeighbor":{const i=A("images",t,e,n),o=A("size",t,e,n),a=A("alignCorners",t,e,n),s=A("halfPixelCenters",t,e,n);return[r.image.resizeNearestNeighbor(i,[o[0],o[1]],a,s)]}case"CropAndResize":{const i=A("image",t,e,n),o=A("boxes",t,e,n),a=A("boxInd",t,e,n),s=A("cropSize",t,e,n),u=A("method",t,e,n),c=A("extrapolationValue",t,e,n);return[r.image.cropAndResize(i,o,a,s,u,c)]}case"ImageProjectiveTransformV3":{const i=A("images",t,e,n),o=A("transforms",t,e,n),a=A("outputShape",t,e,n),s=A("fillValue",t,e,n),u=A("interpolation",t,e,n),c=A("fillMode",t,e,n);return[r.image.transform(i,o,u.toLowerCase(),c.toLowerCase(),s,a)]}default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"graph":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"Const":return e[t.name];case"PlaceholderWithDefault":const i=A("default",t,e,n);return[C(t.name,e,n)||i];case"Placeholder":return[C(t.name,e,n)];case"Identity":case"StopGradient":case"FakeQuantWithMinMaxVars":case"Snapshot":return[I(A("x",t,e,n))];case"IdentityN":return A("x",t,e,n).map((t=>I(t)));case"Shape":return[r.tensor1d(A("x",t,e,n).shape,"int32")];case"ShapeN":return A("x",t,e,n).map((t=>r.tensor1d(t.shape)));case"Size":return[r.scalar(A("x",t,e,n).size,"int32")];case"Rank":return[r.scalar(A("x",t,e,n).rank,"int32")];case"NoOp":return[r.scalar(1)];case"Print":const o=A("x",t,e,n),a=A("data",t,e,n),s=A("message",t,e,n),u=A("summarize",t,e,n);console.warn("The graph has a tf.print() operation,usually used for debugging, which slows down performance."),console.log(s);for(let t=0;t((t,e,n,r=gt)=>{switch(t.op){case"Equal":return[r.equal(A("a",t,e,n),A("b",t,e,n))];case"NotEqual":return[r.notEqual(A("a",t,e,n),A("b",t,e,n))];case"Greater":return[r.greater(A("a",t,e,n),A("b",t,e,n))];case"GreaterEqual":return[r.greaterEqual(A("a",t,e,n),A("b",t,e,n))];case"Less":return[r.less(A("a",t,e,n),A("b",t,e,n))];case"LessEqual":return[r.lessEqual(A("a",t,e,n),A("b",t,e,n))];case"LogicalAnd":return[r.logicalAnd(A("a",t,e,n),A("b",t,e,n))];case"LogicalNot":return[r.logicalNot(A("a",t,e,n))];case"LogicalOr":return[r.logicalOr(A("a",t,e,n),A("b",t,e,n))];case"Select":case"SelectV2":return[r.where(A("condition",t,e,n),A("a",t,e,n),A("b",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"matrices":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"BatchMatMul":case"BatchMatMulV2":case"MatMul":return[r.matMul(A("a",t,e,n),A("b",t,e,n),A("transposeA",t,e,n),A("transposeB",t,e,n))];case"Einsum":return[r.einsum(A("equation",t,e,n),...A("tensors",t,e,n))];case"Transpose":return[r.transpose(A("x",t,e,n),A("perm",t,e,n))];case"_FusedMatMul":const[i,o]=A("fusedOps",t,e,n),a="biasadd"===i,s="prelu"===o,u=A("numArgs",t,e,n),c=A("leakyreluAlpha",t,e,n);if(a){if(s&&2!==u)throw new Error("Fused MatMul with BiasAdd and Prelu must have two extra arguments: bias and alpha.");if(!s&&1!==u)throw new Error("Fused MatMul with BiasAdd must have one extra argument: bias.")}const[l,h]=A("args",t,e,n);return[r.fused.matMul({a:A("a",t,e,n),b:A("b",t,e,n),transposeA:A("transposeA",t,e,n),transposeB:A("transposeB",t,e,n),bias:l,activation:o,preluActivationWeights:h,leakyreluAlpha:c})];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"normalization":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"EuclideanNorm":return[r.euclideanNorm(A("x",t,e,n),A("axis",t,e,n),A("keepDims",t,e,n))];case"FusedBatchNorm":case"FusedBatchNormV2":case"FusedBatchNormV3":return[r.batchNorm(A("x",t,e,n),A("mean",t,e,n),A("variance",t,e,n),A("offset",t,e,n),A("scale",t,e,n),A("epsilon",t,e,n))];case"LRN":return[r.localResponseNormalization(A("x",t,e,n),A("radius",t,e,n),A("bias",t,e,n),A("alpha",t,e,n),A("beta",t,e,n))];case"Softmax":return[r.softmax(A("x",t,e,n))];case"LogSoftmax":return[r.logSoftmax(A("x",t,e,n))];case"SparseToDense":return[r.sparseToDense(A("sparseIndices",t,e,n),A("outputShape",t,e,n),A("sparseValues",t,e,n),A("defaultValue",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"ragged":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"RaggedGather":{const{outputNestedSplits:i,outputDenseValues:o}=r.raggedGather(A("paramsNestedSplits",t,e,n),A("paramsDenseValues",t,e,n),A("indices",t,e,n),A("outputRaggedRank",t,e,n));return i.concat(o)}case"RaggedRange":{const{rtNestedSplits:i,rtDenseValues:o}=r.raggedRange(A("starts",t,e,n),A("limits",t,e,n),A("splits",t,e,n));return[i,o]}case"RaggedTensorToTensor":return[r.raggedTensorToTensor(A("shape",t,e,n),A("values",t,e,n),A("defaultValue",t,e,n),A("rowPartitionTensors",t,e,n),A("rowPartitionTypes",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"reduction":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"Max":{const i=A("axis",t,e,n),o=A("keepDims",t,e,n);return[r.max(A("x",t,e,n),i,o)]}case"Mean":{const i=A("axis",t,e,n),o=A("keepDims",t,e,n);return[r.mean(A("x",t,e,n),i,o)]}case"Min":{const i=A("axis",t,e,n),o=A("keepDims",t,e,n);return[r.min(A("x",t,e,n),i,o)]}case"Sum":{const i=A("axis",t,e,n),o=A("keepDims",t,e,n);return[r.sum(A("x",t,e,n),i,o)]}case"All":{const i=A("axis",t,e,n),o=A("keepDims",t,e,n);return[r.all(A("x",t,e,n),i,o)]}case"Any":{const i=A("axis",t,e,n),o=A("keepDims",t,e,n);return[r.any(A("x",t,e,n),i,o)]}case"ArgMax":{const i=A("axis",t,e,n);return[r.argMax(A("x",t,e,n),i)]}case"ArgMin":{const i=A("axis",t,e,n);return[r.argMin(A("x",t,e,n),i)]}case"Prod":{const i=A("axis",t,e,n),o=A("keepDims",t,e,n);return[r.prod(A("x",t,e,n),i,o)]}case"Cumprod":{const i=A("axis",t,e,n),o=A("exclusive",t,e,n),a=A("reverse",t,e,n);return[r.cumprod(A("x",t,e,n),i,o,a)]}case"Cumsum":{const i=A("axis",t,e,n),o=A("exclusive",t,e,n),a=A("reverse",t,e,n);return[r.cumsum(A("x",t,e,n),i,o,a)]}case"Bincount":const i=A("x",t,e,n),o=A("weights",t,e,n),a=A("size",t,e,n);return[r.bincount(i,o,a)];case"DenseBincount":{const i=A("x",t,e,n),o=A("weights",t,e,n),a=A("size",t,e,n),s=A("binaryOutput",t,e,n);return[r.denseBincount(i,o,a,s)]}default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"slice_join":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"ConcatV2":case"Concat":{const i=A("n",t,e,n),o=A("axis",t,e,n);let a=A("tensors",t,e,n);return a=a.slice(0,i),[r.concat(a,o)]}case"Gather":{const i=A("x",t,e,n),o=A("indices",t,e,n);return[r.gather(i,r.cast(o,"int32"),0)]}case"GatherV2":{const i=A("axis",t,e,n),o=A("batchDims",t,e,n),a=A("x",t,e,n),s=A("indices",t,e,n);return[r.gather(a,r.cast(s,"int32"),i,o)]}case"Reverse":{const i=A("dims",t,e,n),o=[];for(let t=0;t{const i=A("axis",t,e,n),o=A("tensors",t,e,n),a=o[0].shape,s=r.squeeze(o[0]).shape,u=o.map((t=>{const e=_.util.arraysEqual(t.shape,a);if(!e&&!_.util.arraysEqual(r.squeeze(t).shape,s))throw new Error("the input tensors shape does not match");return e?t:r.reshape(t,a)}));return[r.stack(u,i)]}));case"Unpack":{const i=A("axis",t,e,n),o=A("tensor",t,e,n);return r.unstack(o,i)}case"Tile":{const i=A("reps",t,e,n);return[r.tile(A("x",t,e,n),i)]}case"Split":case"SplitV":{const i=A("axis",t,e,n),o=A("numOrSizeSplits",t,e,n),a=A("x",t,e,n);return r.split(a,o,i)}case"ScatterNd":{const i=A("indices",t,e,n),o=A("values",t,e,n),a=A("shape",t,e,n);return[r.scatterND(i,o,a)]}case"GatherNd":{const i=A("x",t,e,n),o=A("indices",t,e,n);return[r.gatherND(i,o)]}case"SparseToDense":{const i=A("sparseIndices",t,e,n),o=A("outputShape",t,e,n),a=A("sparseValues",t,e,n),s=A("defaultValue",t,e,n);return[r.sparseToDense(i,a,o,a.dtype===s.dtype?s:r.cast(s,a.dtype))]}default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"sparse":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"SparseFillEmptyRows":{const{outputIndices:i,outputValues:o,emptyRowIndicator:a,reverseIndexMap:s}=r.sparse.sparseFillEmptyRows(A("indices",t,e,n),A("values",t,e,n),A("denseShape",t,e,n),A("defaultValue",t,e,n));return[i,o,a,s]}case"SparseReshape":{const{outputIndices:i,outputShape:o}=r.sparse.sparseReshape(A("inputIndices",t,e,n),A("inputShape",t,e,n),A("newShape",t,e,n));return[i,o]}case"SparseSegmentMean":return[r.sparse.sparseSegmentMean(A("data",t,e,n),A("indices",t,e,n),A("segmentIds",t,e,n))];case"SparseSegmentSum":return[r.sparse.sparseSegmentSum(A("data",t,e,n),A("indices",t,e,n),A("segmentIds",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"spectral":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"FFT":return[r.fft(A("x",t,e,n))];case"IFFT":return[r.ifft(A("x",t,e,n))];case"RFFT":return[r.rfft(A("x",t,e,n))];case"IRFFT":return[r.irfft(A("x",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"string":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"StringNGrams":{const{nGrams:i,nGramsSplits:o}=r.string.stringNGrams(A("data",t,e,n),A("dataSplits",t,e,n),A("separator",t,e,n),A("nGramWidths",t,e,n),A("leftPad",t,e,n),A("rightPad",t,e,n),A("padWidth",t,e,n),A("preserveShortSequences",t,e,n));return[i,o]}case"StringSplit":{const{indices:i,values:o,shape:a}=r.string.stringSplit(A("input",t,e,n),A("delimiter",t,e,n),A("skipEmpty",t,e,n));return[i,o,a]}case"StringToHashBucketFast":return[r.string.stringToHashBucketFast(A("input",t,e,n),A("numBuckets",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"transformation":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"Cast":return[r.cast(A("x",t,e,n),A("dtype",t,e,n))];case"ExpandDims":{const i=A("axis",t,e,n);return[r.expandDims(A("x",t,e,n),i)]}case"Squeeze":{const i=A("axis",t,e,n);return[r.squeeze(A("x",t,e,n),i)]}case"Reshape":return[r.reshape(A("x",t,e,n),A("shape",t,e,n))];case"MirrorPad":return[r.mirrorPad(A("x",t,e,n),A("padding",t,e,n),A("mode",t,e,n))];case"PadV2":case"Pad":return[r.pad(A("x",t,e,n),A("padding",t,e,n),A("constantValue",t,e,n))];case"SpaceToBatchND":{const i=A("blockShape",t,e,n),o=A("paddings",t,e,n);return[r.spaceToBatchND(A("x",t,e,n),i,o)]}case"BatchToSpaceND":{const i=A("blockShape",t,e,n),o=A("crops",t,e,n);return[r.batchToSpaceND(A("x",t,e,n),i,o)]}case"DepthToSpace":{const i=A("blockSize",t,e,n),o=A("dataFormat",t,e,n).toUpperCase();return[r.depthToSpace(A("x",t,e,n),i,o)]}case"BroadcastTo":return[r.broadcastTo(A("x",t,e,n),A("shape",t,e,n))];case"BroadcastArgs":return[r.broadcastArgs(A("s0",t,e,n),A("s1",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"hash_table":return(async(t,e,n,r)=>{switch(t.op){case"HashTable":case"HashTableV2":{const i=r.getHashTableHandleByName(t.name);if(null!=i)return[i];{const i=A("keyDType",t,e,n),o=A("valueDType",t,e,n),a=new Tt(i,o);return r.addHashTable(t.name,a),[a.handle]}}case"InitializeTable":case"InitializeTableV2":case"LookupTableImport":case"LookupTableImportV2":{const i=A("tableHandle",t,e,n,r),o=A("keys",t,e,n),a=A("values",t,e,n),s=r.getHashTableById(i.id);return[await s.import(o,a)]}case"LookupTableFind":case"LookupTableFindV2":{const i=A("tableHandle",t,e,n,r),o=A("keys",t,e,n),a=A("defaultValue",t,e,n),s=r.getHashTableById(i.id);return[await s.find(o,a)]}case"LookupTableSize":case"LookupTableSizeV2":{const i=A("tableHandle",t,e,n,r);return[r.getHashTableById(i.id).tensorSize()]}default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n,r);case"custom":const o=T(t.op);if(o&&o.customExecutor)return o.customExecutor(new pt(t,e,n));throw TypeError(`Custom op ${t.op} is not registered.`);default:throw TypeError(`Unknown op '${t.op}'. File an issue at https://github.com/tensorflow/tfjs/issues so we can add it, or register a custom execution with tf.registerOp()`)}})(t,e,n);return _.util.isPromise(o)?o.then((t=>[].concat(t))):[].concat(o)}class Ct{constructor(t={},e={},n={},r={}){this.weightMap=t,this.tensorArrayMap=e,this.tensorListMap=n,this.functionMap=r,this.rootContext={id:0,frameName:"",iterationId:0},this.contexts=[this.rootContext],this.lastId=0,this.generateCurrentContextIds()}newFrame(t,e){return{id:t,frameName:e,iterationId:0}}set currentContext(t){this.contexts!==t&&(this.contexts=t,this.generateCurrentContextIds())}get currentContext(){return this.contexts}get currentContextId(){return this._currentContextIds[0]}get currentContextIds(){return this._currentContextIds}generateCurrentContextIds(){const t=[];for(let e=0;e0===t.id&&0===t.iterationId?"":`${t.frameName}-${t.iterationId}`)).join("/"):""}enterFrame(t){this.contexts&&(this.lastId++,this.contexts=this.contexts.slice(),this.contexts.push(this.newFrame(this.lastId,t)),this._currentContextIds.unshift(this.contextIdforContexts(this.contexts)))}exitFrame(){if(!(this.contexts&&this.contexts.length>1))throw new Error("Cannot exit frame, the context is empty");this.contexts=this.contexts.slice(),this.contexts.splice(-1),this.currentContextIds.shift()}nextIteration(){if(!(this.contexts&&this.contexts.length>0))throw new Error("Cannot increase frame iteration, the context is empty");{this.contexts=this.contexts.slice(),this.lastId++;const t=Object.assign({},this.contexts[this.contexts.length-1]);t.iterationId+=1,t.id=this.lastId,this.contexts.splice(-1,1,t),this._currentContextIds.splice(0,1,this.contextIdforContexts(this.contexts))}}getWeight(t){return this.weightMap[t]}addTensorArray(t){this.tensorArrayMap[t.id]=t}getTensorArray(t){return this.tensorArrayMap[t]}addTensorList(t){this.tensorListMap[t.id]=t}getTensorList(t){return this.tensorListMap[t]}dispose(t){for(const e in this.tensorArrayMap)this.tensorArrayMap[e].clearAndClose(t);for(const e in this.tensorListMap)this.tensorListMap[e].clearAndClose(t)}} -/** - * @license - * Copyright 2019 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -function kt(t,e,n,r){const i=new Set,o=[];let a=null,s=null;const u=new Set,c=Object.keys(t).map((t=>O(t)[0]));let l=[];null!=r&&(l=r.map((t=>O(t.name)[0])));const h=[...e];for(;h.length>0;){const t=h.pop();(It(t)||Lt(t)||Dt(t))&&null==a&&(a=t,s=a.children.map((t=>t.name)).filter((t=>i.has(t)))),i.add(t.name),null==n[t.name]&&(-1===c.indexOf(t.name)&&-1===l.indexOf(t.name)&&(0!==t.inputs.length?t.inputs.forEach((t=>{u.has(t.name)||(u.add(t.name),h.push(t))})):o.push(t.name)))}return{inputs:t,outputs:e,usedNodes:i,missingInputs:o,dynamicNode:a,syncInputs:s}}const Nt=["Switch","Merge","Enter","Exit","NextIteration","StatelessIf","StatelessWhile","if","While"],Ot=["NonMaxSuppressionV2","NonMaxSuppressionV3","NonMaxSuppressionV5","Where"],Pt=["HashTable","HashTableV2","LookupTableImport","LookupTableImportV2","LookupTableFind","LookupTableFindV2","LookupTableSize","LookupTableSizeV2"];function It(t){return Nt.indexOf(t.op)>=0}function Lt(t){return Ot.indexOf(t.op)>=0}function Dt(t){return Pt.indexOf(t.op)>=0} -/** - * @license - * Copyright 2018 Google LLC. All Rights Reserved. - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - * ============================================================================= - */ -class Rt{constructor(t,e){this.graph=t,this.parent=e,this.compiledMap=new Map,this._weightMap={},this.SEPERATOR=",",this._functions={},this._functionExecutorMap={},this.keepIntermediateTensors=!1,this._outputs=t.outputs,this._inputs=t.inputs,this._initNodes=t.initNodes,this._signature=t.signature,this._functions=t.functions,null!=t.functions&&Object.keys(t.functions).forEach((e=>{this._functionExecutorMap[e]=new Rt(t.functions[e],this)}))}get weightIds(){return this.parent?this.parent.weightIds:this._weightIds}get functionExecutorMap(){return this.parent?this.parent.functionExecutorMap:this._functionExecutorMap}get weightMap(){return this.parent?this.parent.weightMap:this._weightMap}set weightMap(t){const e=Object.keys(t).map((e=>t[e].map((t=>t.id))));this._weightIds=[].concat(...e),this._weightMap=t}set resourceManager(t){this._resourceManager=t}get inputs(){return this._inputs.map((t=>({name:t.name,shape:t.attrParams.shape?t.attrParams.shape.value:void 0,dtype:t.attrParams.dtype?t.attrParams.dtype.value:void 0})))}get outputs(){return this._outputs.map((t=>({name:t.name,shape:t.attrParams.shape?t.attrParams.shape.value:void 0,dtype:t.attrParams.dtype?t.attrParams.dtype.value:void 0})))}get inputNodes(){return this._inputs.map((t=>t.signatureKey||t.name))}get outputNodes(){return this._outputs.map((t=>{const e=t.signatureKey||t.name;return t.defaultOutput?`${e}:${t.defaultOutput}`:e}))}get functions(){return Object.keys(this._functions).reduce(((t,e)=>(t[e]=this._functions[e].signature,t)),{})}getCompilationKey(t,e){const n=t.map((t=>t.name)).sort(),r=e.map((t=>t.name)).sort();return n.join(this.SEPERATOR)+"--"+r.join(this.SEPERATOR)}compile(t,e){const n=kt(t,e,this.weightMap,this._initNodes),{missingInputs:r,dynamicNode:i,syncInputs:o}=n;if(null!=i)throw new Error(`This execution contains the node '${i.name}', which has the dynamic op '${i.op}'. Please use model.executeAsync() instead. Alternatively, to avoid the dynamic ops, specify the inputs [${o}]`);if(r.length>0){const n=e.map((t=>t.name)),i=Object.keys(t);throw new Error(`Cannot compute the outputs [${n}] from the provided inputs [${i}]. Missing the following inputs: [${r}]`)}return function(t,e,n){const{usedNodes:r,inputs:i}=n,o=[],a=Object.keys(i).map((t=>O(t)[0])).map((e=>t.nodes[e])),s=t.initNodes;a.forEach((t=>{r.has(t.name)&&o.push(t)})),t.weights.forEach((t=>{r.has(t.name)&&o.push(t)})),null!=s&&s.forEach((t=>{r.has(t.name)&&o.push(t)}));const u=new Set,c=[];for(;o.length>0;){const t=o.pop();u.add(t.name),e[t.name]||c.push(t),t.children.forEach((t=>{!u.has(t.name)&&r.has(t.name)&&t.inputs.every((t=>u.has(t.name)))&&o.push(t)}))}return c}(this.graph,this.weightMap,n)}cloneAndKeepTensor(t){if(null==t)return null;const e=t.clone();return(0,_.keep)(e),e}cloneTensorList(t){if(!t)return null;return t.map((t=>this.cloneAndKeepTensor(t)))}cloneTensorMap(t){return Object.fromEntries(Object.entries(t).map((([t,e])=>[t,this.cloneTensorList(e)])))}execute(t,e){this.disposeIntermediateTensors(),t=this.mapInputs(t);const n=Object.keys(t).sort();this.checkInputs(t),this.checkInputShapeAndType(t),e=this.mapOutputs(e),this.checkOutputs(e);const r=n.map((t=>this.graph.nodes[O(t)[0]])),i=e.map((t=>O(t)[0]));let o=i.map((t=>this.graph.nodes[t]));0===o.length&&(o=this._outputs);const a=this.getCompilationKey(r,o);let s=this.compiledMap.get(a);null==s&&(s=this.compile(t,o),this.compiledMap.set(a,s));try{this.keepIntermediateTensors=(0,_.env)().getBool("KEEP_INTERMEDIATE_TENSORS")}catch(t){this.keepIntermediateTensors=!1,console.warn(t.message)}const u={},c={};return(0,_.tidy)((()=>{const n=new Ct(this.weightMap,u,c,this.functionExecutorMap),r=Object.assign({},this.weightMap);this.keepIntermediateTensors&&(this.clonedTensorsMap=this.cloneTensorMap(this.weightMap)),Object.keys(t).forEach((e=>{const[n,i]=O(e),o=[];o[i]=t[e],r[n]=o,this.keepIntermediateTensors&&(this.clonedTensorsMap[n]=this.cloneTensorList(o))}));const o=this.getFrozenTensorIds(r),a={};for(let t=0;tC(t,r,n)))}))}getFrozenTensorIds(t){const e=[].concat.apply([],Object.keys(t).map((e=>t[e])).map((t=>t.map((t=>t.id)))));return new Set(e)}checkTensorForDisposal(t,e,n,r,i,o,a){"control"!==e.category&&-1===o.indexOf(t)&&(n[t].forEach((t=>{null!=t&&(a[t.id]=(a[t.id]||0)+e.children.length)})),e.inputs.forEach((t=>{if("control"!==t.category){const e=function(t,e,n){return e[N(t,n.currentContextId)]}(t.name,n,r);null!=e&&e.forEach((t=>{if(t&&!t.kept&&!i.has(t.id)){const e=a[t.id];1===e?(t.dispose(),delete a[t.id]):null!=e&&a[t.id]--}}))}})))}async executeAsync(t,e){return this._executeAsync(t,e)}disposeIntermediateTensors(){this.clonedTensorsMap&&(Object.values(this.clonedTensorsMap).forEach((t=>{for(const e of t)e&&!e.isDisposed&&e.dispose()})),this.clonedTensorsMap=null)}getIntermediateTensors(){return this.clonedTensorsMap}async _executeAsync(t,e,n=!1,r={},i={}){this.disposeIntermediateTensors(),n||(t=this.mapInputs(t),this.checkInputs(t),this.checkInputShapeAndType(t),e=this.mapOutputs(e),this.checkOutputs(e));try{this.keepIntermediateTensors=(0,_.env)().getBool("KEEP_INTERMEDIATE_TENSORS")}catch(t){this.keepIntermediateTensors=!1,console.warn(t.message)}const o=new Ct(this.weightMap,r,i,this.functionExecutorMap);this.keepIntermediateTensors&&(this.clonedTensorsMap=this.cloneTensorMap(this.weightMap));const a=await this.executeWithControlFlow(t,o,e,n),s=e.map((t=>C(t,a,o))),u=s.map((t=>t.id)),c=Object.keys(t).map((e=>t[e].id)),l=new Set([...u,...c,...this.weightIds]);return Object.values(a).forEach((t=>{t.forEach((t=>{!t||t.isDisposed||l.has(t.id)||t.dispose()}))})),null==this.parent&&o.dispose(l),s}async executeFunctionAsync(t,e,n){const r=t.reduce(((t,e,n)=>(t[this.inputs[n].name]=e,t)),{});return this._executeAsync(r,this.outputNodes,!0,e,n)}async executeWithControlFlow(t,e,n,r){const i=Object.keys(t),o=i.map((t=>this.graph.nodes[O(t)[0]])),a=n.map((t=>O(t)[0]));let s=a.map((t=>this.graph.nodes[t]));0===s.length&&(s=this._outputs);const{usedNodes:u,missingInputs:c,dynamicNode:l,syncInputs:h}=kt(t,s,this.weightMap,this._initNodes),f=[...o,...this.graph.weights,...this._initNodes||[]].map((t=>({node:t,contexts:e.currentContext}))),d=Object.assign({},this.weightMap);Object.keys(t).forEach((e=>{const[n,r]=O(e),i=[];i[r]=t[e],d[n]=i}));const p={},g=this.getFrozenTensorIds(d),m={};for(;f.length>0;){const t=this.processStack(o,f,e,d,m,g,a,p,u);await Promise.all(t)}null!=l||r||console.warn("This model execution did not contain any nodes with control flow or dynamic output shapes. You can use model.execute() instead.");const v=s.filter((t=>!It(t)&&!C(t.name,d,e))).map((t=>t.name));if(v.length>0){let t="";throw null!=l&&(t=`Alternatively, to avoid the dynamic ops, use model.execute() and specify the inputs [${h}]`),new Error(`Cannot compute the outputs [${v}] from the provided inputs [${i}]. Consider providing the following inputs: [${c}]. ${t}`)}return d}processStack(t,e,n,r,i,o,a,s,u){const c=[];for(;e.length>0;){const t=e.pop();n.currentContext=t.contexts;let l="";if("Enter"===t.node.op&&A("isConstant",t.node,r,n)&&([l]=k(t.node.name,n)),null==r[t.node.name]){const h=At(t.node,r,n,this._resourceManager);l||([l]=k(t.node.name,n));const f=n.currentContext;_.util.isPromise(h)?c.push(h.then((c=>(r[l]=c,this.keepIntermediateTensors&&(this.clonedTensorsMap[l]=this.cloneTensorList(c)),n.currentContext=f,this.checkTensorForDisposal(l,t.node,r,n,o,a,s),this.processChildNodes(t.node,e,n,r,i,u),c)))):(r[l]=h,this.keepIntermediateTensors&&(this.clonedTensorsMap[l]=this.cloneTensorList(h)),this.checkTensorForDisposal(l,t.node,r,n,o,a,s),this.processChildNodes(t.node,e,n,r,i,u))}else this.processChildNodes(t.node,e,n,r,i,u)}return c}processChildNodes(t,e,n,r,i,o){t.children.forEach((t=>{const[a]=k(t.name,n);!i[a]&&o.has(t.name)&&("Merge"===t.op?t.inputNames.some((t=>!!C(t,r,n)))&&(i[a]=!0,e.push({contexts:n.currentContext,node:t})):t.inputNames.every((t=>!!C(t,r,n)))&&(i[a]=!0,e.push({contexts:n.currentContext,node:t})))}))}dispose(){Object.keys(this.weightMap).forEach((t=>this.weightMap[t].forEach((t=>t.dispose()))))}checkInputShapeAndType(t){Object.keys(t).forEach((e=>{const n=t[e],[r]=O(e),i=this.graph.nodes[r];if(i.attrParams.shape&&i.attrParams.shape.value){const t=i.attrParams.shape.value,e=t.length===n.shape.length&&n.shape.every(((e,n)=>-1===t[n]||t[n]===e));_.util.assert(e,(()=>`The shape of dict['${i.name}'] provided in model.execute(dict) must be [${t}], but was [${n.shape}]`))}i.attrParams.dtype&&i.attrParams.dtype.value&&_.util.assert(n.dtype===i.attrParams.dtype.value,(()=>`The dtype of dict['${i.name}'] provided in model.execute(dict) must be ${i.attrParams.dtype.value}, but was ${n.dtype}`))}))}mapInputs(t){var e,n;const r={};for(const i in t){const o=null===(n=null===(e=this._signature)||void 0===e?void 0:e.inputs)||void 0===n?void 0:n[i];null!=o?r[o.name]=t[i]:r[i]=t[i]}return r}checkInputs(t){const e=Object.keys(t).filter((t=>{const[e]=O(t);return null==this.graph.nodes[e]}));if(e.length>0)throw new Error(`The dict provided in model.execute(dict) has keys: [${e}] that are not part of graph`)}mapOutputs(t){return t.map((t=>{var e,n;const r=null===(n=null===(e=this._signature)||void 0===e?void 0:e.outputs)||void 0===n?void 0:n[t];return null!=r?r.name:t}),{})}checkOutputs(t){t.forEach((t=>{const[e]=O(t);if(!this.graph.nodes[e])throw new Error(`The output '${t}' is not found in the graph`)}))}}class zt{constructor(t={},e={}){this.hashTableNameToHandle=t,this.hashTableMap=e}addHashTable(t,e){this.hashTableNameToHandle[t]=e.handle,this.hashTableMap[e.id]=e}getHashTableHandleByName(t){return this.hashTableNameToHandle[t]}getHashTableById(t){return this.hashTableMap[t]}dispose(){for(const t in this.hashTableMap)this.hashTableMap[t].clearAndClose(),delete this.hashTableMap[t];for(const t in this.hashTableNameToHandle)this.hashTableNameToHandle[t].dispose(),delete this.hashTableNameToHandle[t]}}class Ft{constructor(t,e={},n=_.io){this.modelUrl=t,this.loadOptions=e,this.version="n/a",this.io=n,null==e&&(this.loadOptions={}),this.resourceManager=new zt}get modelVersion(){return this.version}get inputNodes(){return this.executor.inputNodes}get outputNodes(){return this.executor.outputNodes}get inputs(){return this.executor.inputs}get outputs(){return this.executor.outputs}get weights(){return this.executor.weightMap}get metadata(){return this.artifacts.userDefinedMetadata}get modelSignature(){return this.signature}get modelStructuredOutputKeys(){return this.structuredOutputKeys}findIOHandler(){const t=this.modelUrl;if(null!=t.load)this.handler=t;else if(null!=this.loadOptions.requestInit)this.handler=this.io.browserHTTPRequest(t,this.loadOptions);else{const e=this.io.getLoadHandlers(t,this.loadOptions);if(0===e.length)e.push(this.io.browserHTTPRequest(t,this.loadOptions));else if(e.length>1)throw new Error(`Found more than one (${e.length}) load handlers for URL '${[t]}'`);this.handler=e[0]}}load(){if(this.findIOHandler(),null==this.handler.load)throw new Error("Cannot proceed with model loading because the IOHandler provided does not have the `load` method implemented.");const t=this.handler.load();return _.util.isPromise(t)?t.then((t=>this.loadSync(t))):this.loadSync(t)}loadSync(t){this.artifacts=t;const e=this.artifacts.modelTopology;let n=this.artifacts.signature;if(null!=this.artifacts.userDefinedMetadata){const t=this.artifacts.userDefinedMetadata;null!=t.signature&&(n=t.signature),null!=t.structuredOutputKeys&&(this.structuredOutputKeys=t.structuredOutputKeys)}this.signature=n,this.version=`${e.versions.producer}.${e.versions.minConsumer}`;const r=this.io.decodeWeights(this.artifacts.weightData,this.artifacts.weightSpecs);if(this.executor=new Rt(J.Instance.transformGraph(e,this.signature)),this.executor.weightMap=this.convertTensorMapToTensorsMap(r),this.executor.resourceManager=this.resourceManager,null!=t.modelInitializer&&null!=t.modelInitializer.node){const e=J.Instance.transformGraph(t.modelInitializer);this.initializer=new Rt(e),this.initializer.weightMap=this.executor.weightMap,this.initializer.resourceManager=this.resourceManager,this.initializerSignature=t.initializerSignature}return!0}async save(t,e){if("string"==typeof t){const e=this.io.getSaveHandlers(t);if(0===e.length)throw new Error(`Cannot find any save handlers for URL '${t}'`);if(e.length>1)throw new Error(`Found more than one (${e.length}) save handlers for URL '${t}'`);t=e[0]}if(null==t.save)throw new Error("GraphModel.save() cannot proceed because the IOHandler provided does not have the `save` attribute defined.");return t.save(this.artifacts)}addStructuredOutputNames(t){if(this.structuredOutputKeys){const e=t instanceof _.Tensor?[t]:t,n={};return e.forEach(((t,e)=>n[this.structuredOutputKeys[e]]=t)),n}return t}predict(t,e){const n=this.execute(t,this.outputNodes);return this.addStructuredOutputNames(n)}async predictAsync(t,e){const n=await this.executeAsync(t,this.outputNodes);return this.addStructuredOutputNames(n)}normalizeInputs(t){var e;if(!(t instanceof _.Tensor||Array.isArray(t))){const n=null===(e=this.signature)||void 0===e?void 0:e.inputs;if(null!=n)for(const e in n){const r=n[e];null!=r.resourceId&&(t[e]=this.resourceIdToCapturedInput[r.resourceId])}return t}t=Array.isArray(t)?t:[t];const n=Object.keys(this.resourceIdToCapturedInput).length;if(t.length+n!==this.inputNodes.length)throw new Error(`Input tensor count mismatch, the graph model has ${this.inputNodes.length-n} non-resource placeholders, while there are ${t.length} input tensors provided.`);let r=0;return this.inputNodes.reduce(((e,n)=>{var i,o,a;const s=null===(a=null===(o=null===(i=this.signature)||void 0===i?void 0:i.inputs)||void 0===o?void 0:o[n])||void 0===a?void 0:a.resourceId;return e[n]=null!=s?this.resourceIdToCapturedInput[s]:t[r++],e}),{})}normalizeOutputs(t){return t=t||this.outputNodes,Array.isArray(t)?t:[t]}executeInitializerGraph(){return null==this.initializer?[]:null==this.initializerSignature?this.initializer.execute({},[]):this.initializer.execute({},Object.keys(this.initializerSignature.outputs))}async executeInitializerGraphAsync(){return null==this.initializer?[]:null==this.initializerSignature?this.initializer.executeAsync({},[]):this.initializer.executeAsync({},Object.keys(this.initializerSignature.outputs))}setResourceIdToCapturedInput(t){if(this.resourceIdToCapturedInput={},this.initializerSignature){const e=this.initializerSignature.outputs,n=Object.keys(e);for(let r=0;r1?n:n[0]}async executeAsync(t,e){null==this.resourceIdToCapturedInput&&this.setResourceIdToCapturedInput(await this.executeInitializerGraphAsync()),t=this.normalizeInputs(t),e=this.normalizeOutputs(e);const n=await this.executor.executeAsync(t,e);return n.length>1?n:n[0]}getIntermediateTensors(){return this.executor.getIntermediateTensors()}disposeIntermediateTensors(){this.executor.disposeIntermediateTensors()}convertTensorMapToTensorsMap(t){return Object.keys(t).reduce(((e,n)=>(e[n]=[t[n]],e)),{})}dispose(){this.executor.dispose(),this.initializer&&(this.initializer.dispose(),this.resourceIdToCapturedInput&&(0,_.dispose)(this.resourceIdToCapturedInput)),this.resourceManager.dispose()}}async function Bt(t,e={},n=_.io){if(null==t)throw new Error("modelUrl in loadGraphModel() cannot be null. Please provide a url or an IOHandler that loads the model");null==e&&(e={}),e.fromTFHub&&"string"==typeof t&&(t=function(t){t.endsWith("/")||(t+="/");return`${t}model.json?tfjs-format=file`}(t));const r=new Ft(t,e,n);return await r.load(),r}},85191:function(t,e,n){"use strict";n.d(e,{Z:function(){return l}});var r=n(23279),i=n.n(r),o=n(67294);var a=function(t){var e=(0,o.useRef)(t);return e.current=t,e},s=function(t){var e=a(t);(0,o.useEffect)((function(){return function(){e.current()}}),[])},u=function(t,e){var n="function"==typeof Symbol&&t[Symbol.iterator];if(!n)return t;var r,i,o=n.call(t),a=[];try{for(;(void 0===e||e-- >0)&&!(r=o.next()).done;)a.push(r.value)}catch(t){i={error:t}}finally{try{r&&!r.done&&(n=o.return)&&n.call(o)}finally{if(i)throw i.error}}return a},c=function(t,e,n){if(n||2===arguments.length)for(var r,i=0,o=e.length;i0){const t=1/r;this.x*=t,this.y*=t,this.z*=t}else this.x=0,this.y=0,this.z=0;return r}unit(t){void 0===t&&(t=new o);const e=this.x,n=this.y,r=this.z;let i=Math.sqrt(e*e+n*n+r*r);return i>0?(i=1/i,t.x=e*i,t.y=n*i,t.z=r*i):(t.x=1,t.y=0,t.z=0),t}length(){const t=this.x,e=this.y,n=this.z;return Math.sqrt(t*t+e*e+n*n)}lengthSquared(){return this.dot(this)}distanceTo(t){const e=this.x,n=this.y,r=this.z,i=t.x,o=t.y,a=t.z;return Math.sqrt((i-e)*(i-e)+(o-n)*(o-n)+(a-r)*(a-r))}distanceSquared(t){const e=this.x,n=this.y,r=this.z,i=t.x,o=t.y,a=t.z;return(i-e)*(i-e)+(o-n)*(o-n)+(a-r)*(a-r)}scale(t,e){void 0===e&&(e=new o);const n=this.x,r=this.y,i=this.z;return e.x=t*n,e.y=t*r,e.z=t*i,e}vmul(t,e){return void 0===e&&(e=new o),e.x=t.x*this.x,e.y=t.y*this.y,e.z=t.z*this.z,e}addScaledVector(t,e,n){return void 0===n&&(n=new o),n.x=this.x+t*e.x,n.y=this.y+t*e.y,n.z=this.z+t*e.z,n}dot(t){return this.x*t.x+this.y*t.y+this.z*t.z}isZero(){return 0===this.x&&0===this.y&&0===this.z}negate(t){return void 0===t&&(t=new o),t.x=-this.x,t.y=-this.y,t.z=-this.z,t}tangents(t,e){const n=this.length();if(n>0){const r=a,i=1/n;r.set(this.x*i,this.y*i,this.z*i);const o=s;Math.abs(r.x)<.9?(o.set(1,0,0),r.cross(o,t)):(o.set(0,1,0),r.cross(o,t)),r.cross(t,e)}else t.set(1,0,0),e.set(0,1,0)}toString(){return`${this.x},${this.y},${this.z}`}toArray(){return[this.x,this.y,this.z]}copy(t){return this.x=t.x,this.y=t.y,this.z=t.z,this}lerp(t,e,n){const r=this.x,i=this.y,o=this.z;n.x=r+(t.x-r)*e,n.y=i+(t.y-i)*e,n.z=o+(t.z-o)*e}almostEquals(t,e){return void 0===e&&(e=1e-6),!(Math.abs(this.x-t.x)>e||Math.abs(this.y-t.y)>e||Math.abs(this.z-t.z)>e)}almostZero(t){return void 0===t&&(t=1e-6),!(Math.abs(this.x)>t||Math.abs(this.y)>t||Math.abs(this.z)>t)}isAntiparallelTo(t,e){return this.negate(u),u.almostEquals(t,e)}clone(){return new o(this.x,this.y,this.z)}}o.ZERO=new o(0,0,0),o.UNIT_X=new o(1,0,0),o.UNIT_Y=new o(0,1,0),o.UNIT_Z=new o(0,0,1);const a=new o,s=new o,u=new o;class c{constructor(t){void 0===t&&(t={}),this.lowerBound=new o,this.upperBound=new o,t.lowerBound&&this.lowerBound.copy(t.lowerBound),t.upperBound&&this.upperBound.copy(t.upperBound)}setFromPoints(t,e,n,r){const i=this.lowerBound,o=this.upperBound,a=n;i.copy(t[0]),a&&a.vmult(i,i),o.copy(i);for(let e=1;eo.x&&(o.x=n.x),n.xo.y&&(o.y=n.y),n.yo.z&&(o.z=n.z),n.z=i.x&&e.y<=r.y&&n.y>=i.y&&e.z<=r.z&&n.z>=i.z}getCorners(t,e,n,r,i,o,a,s){const u=this.lowerBound,c=this.upperBound;t.copy(u),e.set(c.x,u.y,u.z),n.set(c.x,c.y,u.z),r.set(u.x,c.y,c.z),i.set(c.x,u.y,c.z),o.set(u.x,c.y,u.z),a.set(u.x,u.y,c.z),s.copy(c)}toLocalFrame(t,e){const n=h,r=n[0],i=n[1],o=n[2],a=n[3],s=n[4],u=n[5],c=n[6],l=n[7];this.getCorners(r,i,o,a,s,u,c,l);for(let e=0;8!==e;e++){const r=n[e];t.pointToLocal(r,r)}return e.setFromPoints(n)}toWorldFrame(t,e){const n=h,r=n[0],i=n[1],o=n[2],a=n[3],s=n[4],u=n[5],c=n[6],l=n[7];this.getCorners(r,i,o,a,s,u,c,l);for(let e=0;8!==e;e++){const r=n[e];t.pointToWorld(r,r)}return e.setFromPoints(n)}overlapsRay(t){const{direction:e,from:n}=t,r=1/e.x,i=1/e.y,o=1/e.z,a=(this.lowerBound.x-n.x)*r,s=(this.upperBound.x-n.x)*r,u=(this.lowerBound.y-n.y)*i,c=(this.upperBound.y-n.y)*i,l=(this.lowerBound.z-n.z)*o,h=(this.upperBound.z-n.z)*o,f=Math.max(Math.max(Math.min(a,s),Math.min(u,c)),Math.min(l,h)),d=Math.min(Math.min(Math.max(a,s),Math.max(u,c)),Math.max(l,h));return!(d<0)&&!(f>d)}}const l=new o,h=[new o,new o,new o,new o,new o,new o,new o,new o];class f{constructor(){this.matrix=[]}get(t,e){let{index:n}=t,{index:r}=e;if(r>n){const t=r;r=n,n=t}return this.matrix[(n*(n+1)>>1)+r-1]}set(t,e,n){let{index:r}=t,{index:i}=e;if(i>r){const t=i;i=r,r=t}this.matrix[(r*(r+1)>>1)+i-1]=n?1:0}reset(){for(let t=0,e=this.matrix.length;t!==e;t++)this.matrix[t]=0}setNumObjects(t){this.matrix.length=t*(t-1)>>1}}class d{addEventListener(t,e){void 0===this._listeners&&(this._listeners={});const n=this._listeners;return void 0===n[t]&&(n[t]=[]),n[t].includes(e)||n[t].push(e),this}hasEventListener(t,e){if(void 0===this._listeners)return!1;const n=this._listeners;return!(void 0===n[t]||!n[t].includes(e))}hasAnyEventListener(t){if(void 0===this._listeners)return!1;return void 0!==this._listeners[t]}removeEventListener(t,e){if(void 0===this._listeners)return this;const n=this._listeners;if(void 0===n[t])return this;const r=n[t].indexOf(e);return-1!==r&&n[t].splice(r,1),this}dispatchEvent(t){if(void 0===this._listeners)return this;const e=this._listeners[t.type];if(void 0!==e){t.target=this;for(let n=0,r=e.length;n.499&&(n=2*Math.atan2(o,u),r=Math.PI/2,i=0),t<-.499&&(n=-2*Math.atan2(o,u),r=-Math.PI/2,i=0),void 0===n){const e=o*o,c=a*a,l=s*s;n=Math.atan2(2*a*u-2*o*s,1-2*c-2*l),r=Math.asin(2*t),i=Math.atan2(2*o*u-2*a*s,1-2*e-2*l)}}t.y=n,t.z=r,t.x=i}setFromEuler(t,e,n,r){void 0===r&&(r="XYZ");const i=Math.cos(t/2),o=Math.cos(e/2),a=Math.cos(n/2),s=Math.sin(t/2),u=Math.sin(e/2),c=Math.sin(n/2);return"XYZ"===r?(this.x=s*o*a+i*u*c,this.y=i*u*a-s*o*c,this.z=i*o*c+s*u*a,this.w=i*o*a-s*u*c):"YXZ"===r?(this.x=s*o*a+i*u*c,this.y=i*u*a-s*o*c,this.z=i*o*c-s*u*a,this.w=i*o*a+s*u*c):"ZXY"===r?(this.x=s*o*a-i*u*c,this.y=i*u*a+s*o*c,this.z=i*o*c+s*u*a,this.w=i*o*a-s*u*c):"ZYX"===r?(this.x=s*o*a-i*u*c,this.y=i*u*a+s*o*c,this.z=i*o*c-s*u*a,this.w=i*o*a+s*u*c):"YZX"===r?(this.x=s*o*a+i*u*c,this.y=i*u*a+s*o*c,this.z=i*o*c-s*u*a,this.w=i*o*a-s*u*c):"XZY"===r&&(this.x=s*o*a-i*u*c,this.y=i*u*a-s*o*c,this.z=i*o*c+s*u*a,this.w=i*o*a+s*u*c),this}clone(){return new p(this.x,this.y,this.z,this.w)}slerp(t,e,n){void 0===n&&(n=new p);const r=this.x,i=this.y,o=this.z,a=this.w;let s,u,c,l,h,f=t.x,d=t.y,g=t.z,m=t.w;return u=r*f+i*d+o*g+a*m,u<0&&(u=-u,f=-f,d=-d,g=-g,m=-m),1-u>1e-6?(s=Math.acos(u),c=Math.sin(s),l=Math.sin((1-e)*s)/c,h=Math.sin(e*s)/c):(l=1-e,h=e),n.x=l*r+h*f,n.y=l*i+h*d,n.z=l*o+h*g,n.w=l*a+h*m,n}integrate(t,e,n,r){void 0===r&&(r=new p);const i=t.x*n.x,o=t.y*n.y,a=t.z*n.z,s=this.x,u=this.y,c=this.z,l=this.w,h=.5*e;return r.x+=h*(i*l+o*c-a*u),r.y+=h*(o*l+a*s-i*c),r.z+=h*(a*l+i*u-o*s),r.w+=h*(-i*s-o*u-a*c),r}}const g=new o,m=new o;class v{constructor(t){void 0===t&&(t={}),this.id=v.idCounter++,this.type=t.type||0,this.boundingSphereRadius=0,this.collisionResponse=!t.collisionResponse||t.collisionResponse,this.collisionFilterGroup=void 0!==t.collisionFilterGroup?t.collisionFilterGroup:1,this.collisionFilterMask=void 0!==t.collisionFilterMask?t.collisionFilterMask:-1,this.material=t.material?t.material:null,this.body=null}updateBoundingSphereRadius(){throw`computeBoundingSphereRadius() not implemented for shape type ${this.type}`}volume(){throw`volume() not implemented for shape type ${this.type}`}calculateLocalInertia(t,e){throw`calculateLocalInertia() not implemented for shape type ${this.type}`}calculateWorldAABB(t,e,n,r){throw`calculateWorldAABB() not implemented for shape type ${this.type}`}}v.idCounter=0,v.types={SPHERE:1,PLANE:2,BOX:4,COMPOUND:8,CONVEXPOLYHEDRON:16,HEIGHTFIELD:32,PARTICLE:64,CYLINDER:128,TRIMESH:256};class y{constructor(t){void 0===t&&(t={}),this.position=new o,this.quaternion=new p,t.position&&this.position.copy(t.position),t.quaternion&&this.quaternion.copy(t.quaternion)}pointToLocal(t,e){return y.pointToLocalFrame(this.position,this.quaternion,t,e)}pointToWorld(t,e){return y.pointToWorldFrame(this.position,this.quaternion,t,e)}vectorToWorldFrame(t,e){return void 0===e&&(e=new o),this.quaternion.vmult(t,e),e}static pointToLocalFrame(t,e,n,r){return void 0===r&&(r=new o),n.vsub(t,r),e.conjugate(b),b.vmult(r,r),r}static pointToWorldFrame(t,e,n,r){return void 0===r&&(r=new o),e.vmult(n,r),r.vadd(t,r),r}static vectorToWorldFrame(t,e,n){return void 0===n&&(n=new o),t.vmult(e,n),n}static vectorToLocalFrame(t,e,n,r){return void 0===r&&(r=new o),e.w*=-1,e.vmult(n,r),e.w*=-1,r}}const b=new p;class x extends v{constructor(t){void 0===t&&(t={});const{vertices:e=[],faces:n=[],normals:r=[],axes:i,boundingSphereRadius:o}=t;super({type:v.types.CONVEXPOLYHEDRON}),this.vertices=e,this.faces=n,this.faceNormals=r,0===this.faceNormals.length&&this.computeNormals(),o?this.boundingSphereRadius=o:this.updateBoundingSphereRadius(),this.worldVertices=[],this.worldVerticesNeedsUpdate=!0,this.worldFaceNormals=[],this.worldFaceNormalsNeedsUpdate=!0,this.uniqueAxes=i?i.slice():null,this.uniqueEdges=[],this.computeEdges()}computeEdges(){const t=this.faces,e=this.vertices,n=this.uniqueEdges;n.length=0;const r=new o;for(let i=0;i!==t.length;i++){const o=t[i],a=o.length;for(let t=0;t!==a;t++){const i=(t+1)%a;e[o[t]].vsub(e[o[i]],r),r.normalize();let s=!1;for(let t=0;t!==n.length;t++)if(n[t].almostEquals(r)||n[t].almostEquals(r)){s=!0;break}s||n.push(r.clone())}}}computeNormals(){this.faceNormals.length=this.faces.length;for(let t=0;tf&&(f=e,h=t)}const d=[];for(let t=0;t=0&&this.clipFaceAgainstHull(a,t,e,d,s,u,c)}findSeparatingAxis(t,e,n,r,i,a,s,u){const c=new o,l=new o,h=new o,f=new o,d=new o,p=new o;let g=Number.MAX_VALUE;const m=this;if(m.uniqueAxes)for(let o=0;o!==m.uniqueAxes.length;o++){n.vmult(m.uniqueAxes[o],c);const s=m.testSepAxis(c,t,e,n,r,i);if(!1===s)return!1;s0&&a.negate(a),!0}testSepAxis(t,e,n,r,i,o){x.project(this,t,n,r,w),x.project(e,t,i,o,_);const a=w[0],s=w[1],u=_[0],c=_[1];if(ae.x&&(e.x=i.x),i.ye.y&&(e.y=i.y),i.ze.z&&(e.z=i.z)}}computeWorldFaceNormals(t){const e=this.faceNormals.length;for(;this.worldFaceNormals.lengtht&&(t=r)}this.boundingSphereRadius=Math.sqrt(t)}calculateWorldAABB(t,e,n,r){const i=this.vertices;let a,s,u,c,l,h,f=new o;for(let n=0;nc)&&(c=r.x),(void 0===s||r.yl)&&(l=r.y),(void 0===u||r.zh)&&(h=r.z)}n.set(a,s,u),r.set(c,l,h)}volume(){return 4*Math.PI*this.boundingSphereRadius/3}getAveragePointLocal(t){void 0===t&&(t=new o);const e=this.vertices;for(let n=0;n0||l>0&&f<0)return!1}return-1}static project(t,e,n,r,i){const o=t.vertices.length,a=S;let s=0,u=0;const c=E,l=t.vertices;c.setZero(),y.vectorToLocalFrame(n,r,e,a),y.pointToLocalFrame(n,r,c,c);const h=c.dot(a);u=s=l[0].dot(a);for(let t=1;ts&&(s=e),es){const t=u;u=s,s=t}i[0]=s,i[1]=u}}const w=[],_=[],S=(new o,new o),E=new o;class M extends v{constructor(t){super({type:v.types.BOX}),this.halfExtents=t,this.convexPolyhedronRepresentation=null,this.updateConvexPolyhedronRepresentation(),this.updateBoundingSphereRadius()}updateConvexPolyhedronRepresentation(){const t=this.halfExtents.x,e=this.halfExtents.y,n=this.halfExtents.z,r=o,i=[new r(-t,-e,-n),new r(t,-e,-n),new r(t,e,-n),new r(-t,e,-n),new r(-t,-e,n),new r(t,-e,n),new r(t,e,n),new r(-t,e,n)],a=[new r(0,0,1),new r(0,1,0),new r(1,0,0)],s=new x({vertices:i,faces:[[3,2,1,0],[4,5,6,7],[5,4,0,1],[2,3,7,6],[0,4,7,3],[1,2,6,5]],axes:a});this.convexPolyhedronRepresentation=s,s.material=this.material}calculateLocalInertia(t,e){return void 0===e&&(e=new o),M.calculateInertia(this.halfExtents,t,e),e}static calculateInertia(t,e,n){const r=t;n.x=1/12*e*(2*r.y*2*r.y+2*r.z*2*r.z),n.y=1/12*e*(2*r.x*2*r.x+2*r.z*2*r.z),n.z=1/12*e*(2*r.y*2*r.y+2*r.x*2*r.x)}getSideNormals(t,e){const n=t,r=this.halfExtents;if(n[0].set(r.x,0,0),n[1].set(0,r.y,0),n[2].set(0,0,r.z),n[3].set(-r.x,0,0),n[4].set(0,-r.y,0),n[5].set(0,0,-r.z),void 0!==e)for(let t=0;t!==n.length;t++)e.vmult(n[t],n[t]);return n}volume(){return 8*this.halfExtents.x*this.halfExtents.y*this.halfExtents.z}updateBoundingSphereRadius(){this.boundingSphereRadius=this.halfExtents.length()}forEachWorldCorner(t,e,n){const r=this.halfExtents,i=[[r.x,r.y,r.z],[-r.x,r.y,r.z],[-r.x,-r.y,r.z],[-r.x,-r.y,-r.z],[r.x,-r.y,-r.z],[r.x,r.y,-r.z],[-r.x,r.y,-r.z],[r.x,-r.y,r.z]];for(let r=0;rr.x&&(r.x=a),s>r.y&&(r.y=s),u>r.z&&(r.z=u),a0?1/e:0,this.material=t.material||null,this.linearDamping="number"==typeof t.linearDamping?t.linearDamping:.01,this.type=e<=0?L.STATIC:L.DYNAMIC,typeof t.type==typeof L.STATIC&&(this.type=t.type),this.allowSleep=void 0===t.allowSleep||t.allowSleep,this.sleepState=L.AWAKE,this.sleepSpeedLimit=void 0!==t.sleepSpeedLimit?t.sleepSpeedLimit:.1,this.sleepTimeLimit=void 0!==t.sleepTimeLimit?t.sleepTimeLimit:1,this.timeLastSleepy=0,this.wakeUpAfterNarrowphase=!1,this.torque=new o,this.quaternion=new p,this.initQuaternion=new p,this.previousQuaternion=new p,this.interpolatedQuaternion=new p,t.quaternion&&(this.quaternion.copy(t.quaternion),this.initQuaternion.copy(t.quaternion),this.previousQuaternion.copy(t.quaternion),this.interpolatedQuaternion.copy(t.quaternion)),this.angularVelocity=new o,t.angularVelocity&&this.angularVelocity.copy(t.angularVelocity),this.initAngularVelocity=new o,this.shapes=[],this.shapeOffsets=[],this.shapeOrientations=[],this.inertia=new o,this.invInertia=new o,this.invInertiaWorld=new r,this.invMassSolve=0,this.invInertiaSolve=new o,this.invInertiaWorldSolve=new r,this.fixedRotation=void 0!==t.fixedRotation&&t.fixedRotation,this.angularDamping=void 0!==t.angularDamping?t.angularDamping:.01,this.linearFactor=new o(1,1,1),t.linearFactor&&this.linearFactor.copy(t.linearFactor),this.angularFactor=new o(1,1,1),t.angularFactor&&this.angularFactor.copy(t.angularFactor),this.aabb=new c,this.aabbNeedsUpdate=!0,this.boundingRadius=0,this.wlambda=new o,this.isTrigger=Boolean(t.isTrigger),t.shape&&this.addShape(t.shape),this.updateMassProperties()}wakeUp(){const t=this.sleepState;this.sleepState=L.AWAKE,this.wakeUpAfterNarrowphase=!1,t===L.SLEEPING&&this.dispatchEvent(L.wakeupEvent)}sleep(){this.sleepState=L.SLEEPING,this.velocity.set(0,0,0),this.angularVelocity.set(0,0,0),this.wakeUpAfterNarrowphase=!1}sleepTick(t){if(this.allowSleep){const e=this.sleepState,n=this.velocity.lengthSquared()+this.angularVelocity.lengthSquared(),r=this.sleepSpeedLimit**2;e===L.AWAKE&&nr?this.wakeUp():e===L.SLEEPY&&t-this.timeLastSleepy>this.sleepTimeLimit&&(this.sleep(),this.dispatchEvent(L.sleepEvent))}}updateSolveMassProperties(){this.sleepState===L.SLEEPING||this.type===L.KINEMATIC?(this.invMassSolve=0,this.invInertiaSolve.setZero(),this.invInertiaWorldSolve.setZero()):(this.invMassSolve=this.invMass,this.invInertiaSolve.copy(this.invInertia),this.invInertiaWorldSolve.copy(this.invInertiaWorld))}pointToLocalFrame(t,e){return void 0===e&&(e=new o),t.vsub(this.position,e),this.quaternion.conjugate().vmult(e,e),e}vectorToLocalFrame(t,e){return void 0===e&&(e=new o),this.quaternion.conjugate().vmult(t,e),e}pointToWorldFrame(t,e){return void 0===e&&(e=new o),this.quaternion.vmult(t,e),e.vadd(this.position,e),e}vectorToWorldFrame(t,e){return void 0===e&&(e=new o),this.quaternion.vmult(t,e),e}addShape(t,e,n){const r=new o,i=new p;return e&&r.copy(e),n&&i.copy(n),this.shapes.push(t),this.shapeOffsets.push(r),this.shapeOrientations.push(i),this.updateMassProperties(),this.updateBoundingRadius(),this.aabbNeedsUpdate=!0,t.body=this,this}removeShape(t){const e=this.shapes.indexOf(t);return-1===e?(console.warn("Shape does not belong to the body"),this):(this.shapes.splice(e,1),this.shapeOffsets.splice(e,1),this.shapeOrientations.splice(e,1),this.updateMassProperties(),this.updateBoundingRadius(),this.aabbNeedsUpdate=!0,t.body=null,this)}updateBoundingRadius(){const t=this.shapes,e=this.shapeOffsets,n=t.length;let r=0;for(let i=0;i!==n;i++){const n=t[i];n.updateBoundingSphereRadius();const o=e[i].length(),a=n.boundingSphereRadius;o+a>r&&(r=o+a)}this.boundingRadius=r}updateAABB(){const t=this.shapes,e=this.shapeOffsets,n=this.shapeOrientations,r=t.length,i=D,o=R,a=this.quaternion,s=this.aabb,u=z;for(let c=0;c!==r;c++){const r=t[c];a.vmult(e[c],i),i.vadd(this.position,i),a.mult(n[c],o),r.calculateWorldAABB(i,o,u.lowerBound,u.upperBound),0===c?s.copy(u):s.extend(u)}this.aabbNeedsUpdate=!1}updateInertiaWorld(t){const e=this.invInertia;if(e.x!==e.y||e.y!==e.z||t){const t=F,n=B;t.setRotationFromQuaternion(this.quaternion),t.transpose(n),t.scale(e,t),t.mmult(n,this.invInertiaWorld)}else;}applyForce(t,e){if(void 0===e&&(e=new o),this.type!==L.DYNAMIC)return;this.sleepState===L.SLEEPING&&this.wakeUp();const n=j;e.cross(t,n),this.force.vadd(t,this.force),this.torque.vadd(n,this.torque)}applyLocalForce(t,e){if(void 0===e&&(e=new o),this.type!==L.DYNAMIC)return;const n=U,r=V;this.vectorToWorldFrame(t,n),this.vectorToWorldFrame(e,r),this.applyForce(n,r)}applyTorque(t){this.type===L.DYNAMIC&&(this.sleepState===L.SLEEPING&&this.wakeUp(),this.torque.vadd(t,this.torque))}applyImpulse(t,e){if(void 0===e&&(e=new o),this.type!==L.DYNAMIC)return;this.sleepState===L.SLEEPING&&this.wakeUp();const n=e,r=H;r.copy(t),r.scale(this.invMass,r),this.velocity.vadd(r,this.velocity);const i=G;n.cross(t,i),this.invInertiaWorld.vmult(i,i),this.angularVelocity.vadd(i,this.angularVelocity)}applyLocalImpulse(t,e){if(void 0===e&&(e=new o),this.type!==L.DYNAMIC)return;const n=Z,r=W;this.vectorToWorldFrame(t,n),this.vectorToWorldFrame(e,r),this.applyImpulse(n,r)}updateMassProperties(){const t=Y;this.invMass=this.mass>0?1/this.mass:0;const e=this.inertia,n=this.fixedRotation;this.updateAABB(),t.set((this.aabb.upperBound.x-this.aabb.lowerBound.x)/2,(this.aabb.upperBound.y-this.aabb.lowerBound.y)/2,(this.aabb.upperBound.z-this.aabb.lowerBound.z)/2),M.calculateInertia(t,this.mass,e),this.invInertia.set(e.x>0&&!n?1/e.x:0,e.y>0&&!n?1/e.y:0,e.z>0&&!n?1/e.z:0),this.updateInertiaWorld(!0)}getVelocityAtWorldPoint(t,e){const n=new o;return t.vsub(this.position,n),this.angularVelocity.cross(n,e),this.velocity.vadd(e,e),e}integrate(t,e,n){if(this.previousPosition.copy(this.position),this.previousQuaternion.copy(this.quaternion),this.type!==L.DYNAMIC&&this.type!==L.KINEMATIC||this.sleepState===L.SLEEPING)return;const r=this.velocity,i=this.angularVelocity,o=this.position,a=this.force,s=this.torque,u=this.quaternion,c=this.invMass,l=this.invInertiaWorld,h=this.linearFactor,f=c*t;r.x+=a.x*f*h.x,r.y+=a.y*f*h.y,r.z+=a.z*f*h.z;const d=l.elements,p=this.angularFactor,g=s.x*p.x,m=s.y*p.y,v=s.z*p.z;i.x+=t*(d[0]*g+d[1]*m+d[2]*v),i.y+=t*(d[3]*g+d[4]*m+d[5]*v),i.z+=t*(d[6]*g+d[7]*m+d[8]*v),o.x+=r.x*t,o.y+=r.y*t,o.z+=r.z*t,u.integrate(this.angularVelocity,t,this.angularFactor,u),e&&(n?u.normalizeFast():u.normalize()),this.aabbNeedsUpdate=!0,this.updateInertiaWorld()}}L.idCounter=0,L.COLLIDE_EVENT_NAME="collide",L.DYNAMIC=C,L.STATIC=k,L.KINEMATIC=N,L.AWAKE=O,L.SLEEPY=P,L.SLEEPING=I,L.wakeupEvent={type:"wakeup"},L.sleepyEvent={type:"sleepy"},L.sleepEvent={type:"sleep"};const D=new o,R=new p,z=new c,F=new r,B=new r,j=(new r,new o),U=new o,V=new o,H=new o,G=new o,Z=new o,W=new o,Y=new o;class q{constructor(){this.world=null,this.useBoundingBoxes=!1,this.dirty=!0}collisionPairs(t,e,n){throw new Error("collisionPairs not implemented for this BroadPhase class!")}needBroadphaseCollision(t,e){return 0!=(t.collisionFilterGroup&e.collisionFilterMask)&&0!=(e.collisionFilterGroup&t.collisionFilterMask)&&(0==(t.type&L.STATIC)&&t.sleepState!==L.SLEEPING||0==(e.type&L.STATIC)&&e.sleepState!==L.SLEEPING)}intersectionTest(t,e,n,r){this.useBoundingBoxes?this.doBoundingBoxBroadphase(t,e,n,r):this.doBoundingSphereBroadphase(t,e,n,r)}doBoundingSphereBroadphase(t,e,n,r){const i=X;e.position.vsub(t.position,i);const o=(t.boundingRadius+e.boundingRadius)**2;i.lengthSquared()n.lengthSquared()}aabbQuery(t,e,n){return console.warn(".aabbQuery is not implemented in this Broadphase subclass."),[]}}const X=new o;new o,new p,new o;const K={keys:[]},$=[],Q=[];new o;new o;new o;class J extends q{constructor(){super()}collisionPairs(t,e,n){const r=t.bodies,i=r.length;let o,a;for(let t=0;t!==i;t++)for(let i=0;i!==t;i++)o=r[t],a=r[i],this.needBroadphaseCollision(o,a)&&this.intersectionTest(o,a,e,n)}aabbQuery(t,e,n){void 0===n&&(n=[]);for(let r=0;r{}}intersectWorld(t,e){return this.mode=e.mode||ht.ANY,this.result=e.result||new tt,this.skipBackfaces=!!e.skipBackfaces,this.collisionFilterMask=void 0!==e.collisionFilterMask?e.collisionFilterMask:-1,this.collisionFilterGroup=void 0!==e.collisionFilterGroup?e.collisionFilterGroup:-1,this.checkCollisionResponse=void 0===e.checkCollisionResponse||e.checkCollisionResponse,e.from&&this.from.copy(e.from),e.to&&this.to.copy(e.to),this.callback=e.callback||(()=>{}),this.hasHit=!1,this.result.reset(),this.updateDirection(),this.getAABB(ft),dt.length=0,t.broadphase.aabbQuery(t,ft,dt),this.intersectBodies(dt),this.hasHit}intersectBody(t,e){e&&(this.result=e,this.updateDirection());const n=this.checkCollisionResponse;if(n&&!t.collisionResponse)return;if(0==(this.collisionFilterGroup&t.collisionFilterMask)||0==(t.collisionFilterGroup&this.collisionFilterMask))return;const r=mt,i=vt;for(let e=0,o=t.shapes.length;et.boundingSphereRadius)return;const o=this[t.type];o&&o.call(this,t,e,n,r,t)}_intersectBox(t,e,n,r,i){return this._intersectConvex(t.convexPolyhedronRepresentation,e,n,r,i)}_intersectPlane(t,e,n,r,i){const a=this.from,s=this.to,u=this.direction,c=new o(0,0,1);e.vmult(c,c);const l=new o;a.vsub(n,l);const h=l.dot(c);s.vsub(n,l);if(h*l.dot(c)>0)return;if(a.distanceTo(s)=0&&t<=1&&(o.lerp(a,t,h),h.vsub(n,f),f.normalize(),this.reportIntersection(f,h,i,r,-1)),this.result.shouldStop)return;e>=0&&e<=1&&(o.lerp(a,e,h),h.vsub(n,f),f.normalize(),this.reportIntersection(f,h,i,r,-1))}}_intersectConvex(t,e,n,r,i,o){const a=Ct,s=kt,u=o&&o.faceList||null,c=t.faces,l=t.vertices,h=t.faceNormals,f=this.direction,d=this.from,p=this.to,g=d.distanceTo(p),m=u?u.length:c.length,v=this.result;for(let t=0;!v.shouldStop&&tg||this.reportIntersection(a,yt,i,r,o)}}}}_intersectTrimesh(t,e,n,r,i,o){const a=Nt,s=Rt,u=zt,c=kt,l=Ot,h=Pt,f=It,d=Dt,p=Lt,g=t.indices;t.vertices;const m=this.from,v=this.to,b=this.direction;u.position.copy(n),u.quaternion.copy(e),y.vectorToLocalFrame(n,e,b,l),y.pointToLocalFrame(n,e,m,h),y.pointToLocalFrame(n,e,v,f),f.x*=t.scale.x,f.y*=t.scale.y,f.z*=t.scale.z,h.x*=t.scale.x,h.y*=t.scale.y,h.z*=t.scale.z,f.vsub(h,l),l.normalize();const x=h.distanceSquared(f);t.tree.rayQuery(this,u,s);for(let o=0,u=s.length;!this.result.shouldStop&&o!==u;o++){const u=s[o];t.getNormal(u,a),t.getVertex(g[3*u],bt),bt.vsub(h,c);const f=l.dot(a),m=a.dot(c)/f;if(m<0)continue;l.scale(m,yt),yt.vadd(h,yt),t.getVertex(g[3*u+1],xt),t.getVertex(g[3*u+2],wt);const v=yt.distanceSquared(h);!ht.pointInTriangle(yt,xt,bt,wt)&&!ht.pointInTriangle(yt,bt,xt,wt)||v>x||(y.vectorToWorldFrame(e,a,p),y.pointToWorldFrame(n,e,yt,d),this.reportIntersection(p,d,i,r,u))}s.length=0}reportIntersection(t,e,n,r,i){const o=this.from,a=this.to,s=o.distanceTo(e),u=this.result;if(!(this.skipBackfaces&&t.dot(this.direction)>0))switch(u.hitFaceIndex=void 0!==i?i:-1,this.mode){case ht.ALL:this.hasHit=!0,u.set(o,a,t,e,n,r,s),u.hasHit=!0,this.callback(u);break;case ht.CLOSEST:(s=0&&(l=i*u-o*a)>=0&&c+le.maxForce&&(f=e.maxForce-g),y[t]+=f,d+=f>0?f:-f,e.addToWlambda(f)}if(d*dt;)e.pop();for(;e.length=0&&c.restitution>=0&&(a.restitution=u.restitution*c.restitution),a.si=i||n,a.sj=o||r,a}createFrictionEquationsFromContact(t,e){const n=t.bi,r=t.bj,i=t.si,o=t.sj,a=this.world,s=this.currentContactMaterial;let u=s.friction;const c=i.material||n.material,l=o.material||r.material;if(c&&l&&c.friction>=0&&l.friction>=0&&(u=c.friction*l.friction),u>0){const i=u*(a.frictionGravity||a.gravity).length();let o=n.invMass+r.invMass;o>0&&(o=1/o);const c=this.frictionEquationPool,l=c.length?c.pop():new oe(n,r,i*o),h=c.length?c.pop():new oe(n,r,i*o);return l.bi=h.bi=n,l.bj=h.bj=r,l.minForce=h.minForce=-i*o,l.maxForce=h.maxForce=i*o,l.ri.copy(t.ri),l.rj.copy(t.rj),h.ri.copy(t.ri),h.rj.copy(t.rj),t.ni.tangents(l.t,h.t),l.setSpookParams(s.frictionEquationStiffness,s.frictionEquationRelaxation,a.dt),h.setSpookParams(s.frictionEquationStiffness,s.frictionEquationRelaxation,a.dt),l.enabled=h.enabled=t.enabled,e.push(l,h),!0}return!1}createFrictionFromAverage(t){let e=this.result[this.result.length-1];if(!this.createFrictionEquationsFromContact(e,this.frictionResult)||1===t)return;const n=this.frictionResult[this.frictionResult.length-2],r=this.frictionResult[this.frictionResult.length-1];Ze.setZero(),We.setZero(),Ye.setZero();const i=e.bi;e.bj;for(let n=0;n!==t;n++)e=this.result[this.result.length-1-n],e.bi!==i?(Ze.vadd(e.ni,Ze),We.vadd(e.ri,We),Ye.vadd(e.rj,Ye)):(Ze.vsub(e.ni,Ze),We.vadd(e.rj,We),Ye.vadd(e.ri,Ye));const o=1/t;We.scale(o,n.ri),Ye.scale(o,n.rj),r.ri.copy(n.ri),r.rj.copy(n.rj),Ze.normalize(),Ze.tangents(n.t,r.t)}getContacts(t,e,n,r,i,o,a){this.contactPointPool=i,this.frictionEquationPool=a,this.result=r,this.frictionResult=o;const s=Ke,u=$e,c=qe,l=Xe;for(let r=0,i=t.length;r!==i;r++){const i=t[r],o=e[r];let a=null;i.material&&o.material&&(a=n.getContactMaterial(i.material,o.material)||null);const h=i.type&L.KINEMATIC&&o.type&L.STATIC||i.type&L.STATIC&&o.type&L.KINEMATIC||i.type&L.KINEMATIC&&o.type&L.KINEMATIC;for(let t=0;te.boundingSphereRadius+r.boundingSphereRadius)continue;let f=null;e.material&&r.material&&(f=n.getContactMaterial(e.material,r.material)||null),this.currentContactMaterial=f||a||n.defaultContactMaterial;const d=this[e.type|r.type];if(d){let t=!1;t=e.type0){const i=Mn,o=Tn;i.copy(f[(t+1)%3]),o.copy(f[(t+2)%3]);const a=i.length(),s=o.length();i.normalize(),o.normalize();const u=Sn.dot(i),c=Sn.dot(o);if(u-a&&c-s){const t=Math.abs(r-n-d);if((null===_||t<_)&&(_=t,x=u,w=c,y=n,g.copy(e),m.copy(i),v.copy(o),b++,l))return!0}}}if(b){p=!0;const i=this.createContactEquation(a,s,t,e,u,c);g.scale(-d,i.ri),i.ni.copy(g),i.ni.negate(i.ni),g.scale(y,g),m.scale(x,m),g.vadd(m,g),v.scale(w,v),g.vadd(v,i.rj),i.ri.vadd(n,i.ri),i.ri.vsub(a.position,i.ri),i.rj.vadd(r,i.rj),i.rj.vsub(s.position,i.rj),this.result.push(i),this.createFrictionEquationsFromContact(i,this.frictionResult)}let S=h.get();const E=Cn;for(let i=0;2!==i&&!p;i++)for(let o=0;2!==o&&!p;o++)for(let h=0;2!==h&&!p;h++)if(S.set(0,0,0),i?S.vadd(f[0],S):S.vsub(f[0],S),o?S.vadd(f[1],S):S.vsub(f[1],S),h?S.vadd(f[2],S):S.vsub(f[2],S),r.vadd(S,E),E.vsub(n,E),E.lengthSquared()t.boundingSphereRadius+e.boundingSphereRadius)&&t.findSeparatingAxis(e,n,i,r,o,d,h,f)){const h=[],f=Yn;t.clipAgainstHull(n,i,e,r,o,d,-100,100,h);let p=0;for(let i=0;i!==h.length;i++){if(l)return!0;const o=this.createContactEquation(a,s,t,e,u,c),g=o.ri,m=o.rj;d.negate(o.ni),h[i].normal.negate(f),f.scale(h[i].depth,f),h[i].point.vadd(f,g),m.copy(h[i].point),g.vsub(n,g),m.vsub(r,m),g.vadd(n,g),g.vsub(a.position,g),m.vadd(r,m),m.vsub(s.position,m),this.result.push(o),p++,this.enableFrictionReduction||this.createFrictionEquationsFromContact(o,this.frictionResult)}this.enableFrictionReduction&&p&&this.createFrictionFromAverage(p)}}sphereConvex(t,e,n,r,i,o,a,s,u,c,l){const h=this.v3pool;n.vsub(r,Pn);const f=e.faceNormals,d=e.faces,p=e.vertices,g=t.radius;let m=!1;for(let i=0;i!==p.length;i++){const h=p[i],f=Rn;o.vmult(h,f),r.vadd(f,f);const d=Dn;if(f.vsub(n,d),d.lengthSquared()0){const i=[];for(let t=0,e=y.length;t!==e;t++){const e=h.get();o.vmult(p[y[t]],e),r.vadd(e,e),i.push(e)}if(_n(i,b,n)){if(l)return!0;m=!0;const o=this.createContactEquation(a,s,t,e,u,c);b.scale(-g,o.ri),b.negate(o.ni);const f=h.get();b.scale(-S,f);const d=h.get();b.scale(-g,d),n.vsub(r,o.rj),o.rj.vadd(d,o.rj),o.rj.vadd(f,o.rj),o.rj.vadd(r,o.rj),o.rj.vsub(s.position,o.rj),o.ri.vadd(n,o.ri),o.ri.vsub(a.position,o.ri),h.release(f),h.release(d),this.result.push(o),this.createFrictionEquationsFromContact(o,this.frictionResult);for(let t=0,e=i.length;t!==e;t++)h.release(i[t]);return}for(let f=0;f!==y.length;f++){const d=h.get(),m=h.get();o.vmult(p[y[(f+1)%y.length]],d),o.vmult(p[y[(f+2)%y.length]],m),r.vadd(d,d),r.vadd(m,m);const v=In;m.vsub(d,v);const b=Ln;v.unit(b);const x=h.get(),w=h.get();n.vsub(d,w);const _=w.dot(b);b.scale(_,x),x.vadd(d,x);const S=h.get();if(x.vsub(n,S),_>0&&_*_h.length||b>h[0].length)return;m<0&&(m=0),v<0&&(v=0),b<0&&(b=0),x<0&&(x=0),m>=h.length&&(m=h.length-1),v>=h.length&&(v=h.length-1),x>=h[0].length&&(x=h[0].length-1),b>=h[0].length&&(b=h[0].length-1);const w=[];e.getRectMinMax(m,b,v,x,w);const _=w[0],S=w[1];if(g.z-f>S||g.z+f<_)return;const E=this.result;for(let u=m;u2)return}}boxHeightfield(t,e,n,r,i,o,a,s,u,c,l){return t.convexPolyhedronRepresentation.material=t.material,t.convexPolyhedronRepresentation.collisionResponse=t.collisionResponse,this.convexHeightfield(t.convexPolyhedronRepresentation,e,n,r,i,o,a,s,t,e,l)}convexHeightfield(t,e,n,r,i,o,a,s,u,c,l){const h=e.data,f=e.elementSize,d=t.boundingSphereRadius,p=ir,g=or,m=rr;y.pointToLocalFrame(r,o,n,m);let v=Math.floor((m.x-d)/f)-1,b=Math.ceil((m.x+d)/f)+1,x=Math.floor((m.y-d)/f)-1,w=Math.ceil((m.y+d)/f)+1;if(b<0||w<0||v>h.length||x>h[0].length)return;v<0&&(v=0),b<0&&(b=0),x<0&&(x=0),w<0&&(w=0),v>=h.length&&(v=h.length-1),b>=h.length&&(b=h.length-1),w>=h[0].length&&(w=h[0].length-1),x>=h[0].length&&(x=h[0].length-1);const _=[];e.getRectMinMax(v,x,b,w,_);const S=_[0],E=_[1];if(!(m.z-d>E||m.z+d0&&b<0){g.vsub(h,m),p.copy(d),p.normalize(),x=m.dot(p),p.scale(x,m),m.vadd(h,m);if(m.distanceTo(g)0&&!0===r||l<=0&&!1===r))return!1;null===r&&(r=l>0)}return!0}const Sn=new o,En=new o,Mn=new o,Tn=new o,An=[new o,new o,new o,new o,new o,new o],Cn=new o,kn=new o,Nn=new o,On=new o,Pn=new o,In=new o,Ln=new o,Dn=new o,Rn=new o,zn=new o,Fn=new o,Bn=new o,jn=new o,Un=new o;new o,new o;const Vn=new o,Hn=new o,Gn=new o,Zn=new o,Wn=new o,Yn=new o,qn=new o,Xn=new o,Kn=new o,$n=new o,Qn=new p,Jn=new o;new o;const tr=new o,er=new o,nr=new o,rr=new o,ir=new o,or=[0],ar=new o,sr=new o;class ur{constructor(){this.current=[],this.previous=[]}getKey(t,e){if(er[i];)i++;if(n!==r[i]){for(let t=r.length-1;t>=i;t--)r[t+1]=r[t];r[i]=n}}tick(){const t=this.current;this.current=this.previous,this.previous=t,this.current.length=0}getDiff(t,e){const n=this.current,r=this.previous,i=n.length,o=r.length;let a=0;for(let e=0;er[a];)a++;i=o===r[a],i||cr(t,o)}a=0;for(let t=0;tn[a];)a++;i=n[a]===o,i||cr(e,o)}}}function cr(t,e){t.push((4294901760&e)>>16,65535&e)}const lr=(t,e)=>t0;){delete t[e.pop()]}}}class fr extends d{constructor(t){void 0===t&&(t={}),super(),this.dt=-1,this.allowSleep=!!t.allowSleep,this.contacts=[],this.frictionEquations=[],this.quatNormalizeSkip=void 0!==t.quatNormalizeSkip?t.quatNormalizeSkip:0,this.quatNormalizeFast=void 0!==t.quatNormalizeFast&&t.quatNormalizeFast,this.time=0,this.stepnumber=0,this.default_dt=1/60,this.nextId=0,this.gravity=new o,t.gravity&&this.gravity.copy(t.gravity),t.frictionGravity&&(this.frictionGravity=new o,this.frictionGravity.copy(t.frictionGravity)),this.broadphase=void 0!==t.broadphase?t.broadphase:new J,this.bodies=[],this.hasActiveBodies=!1,this.solver=void 0!==t.solver?t.solver:new de,this.constraints=[],this.narrowphase=new Ge(this),this.collisionMatrix=new f,this.collisionMatrixPrevious=new f,this.bodyOverlapKeeper=new ur,this.shapeOverlapKeeper=new ur,this.contactmaterials=[],this.contactMaterialTable=new hr,this.defaultMaterial=new ce("default"),this.defaultContactMaterial=new ue(this.defaultMaterial,this.defaultMaterial,{friction:.3,restitution:0}),this.doProfiling=!1,this.profile={solve:0,makeContactConstraints:0,broadphase:0,integrate:0,narrowphase:0},this.accumulator=0,this.subsystems=[],this.addBodyEvent={type:"addBody",body:null},this.removeBodyEvent={type:"removeBody",body:null},this.idToBodyMap={},this.broadphase.setWorld(this)}getContactMaterial(t,e){return this.contactMaterialTable.get(t.id,e.id)}collisionMatrixTick(){const t=this.collisionMatrixPrevious;this.collisionMatrixPrevious=this.collisionMatrix,this.collisionMatrix=t,this.collisionMatrix.reset(),this.bodyOverlapKeeper.tick(),this.shapeOverlapKeeper.tick()}addConstraint(t){this.constraints.push(t)}removeConstraint(t){const e=this.constraints.indexOf(t);-1!==e&&this.constraints.splice(e,1)}rayTest(t,e,n){n instanceof tt?this.raycastClosest(t,e,{skipBackfaces:!0},n):this.raycastAll(t,e,{skipBackfaces:!0},n)}raycastAll(t,e,n,r){return void 0===n&&(n={}),n.mode=ht.ALL,n.from=t,n.to=e,n.callback=r,dr.intersectWorld(this,n)}raycastAny(t,e,n,r){return void 0===n&&(n={}),n.mode=ht.ANY,n.from=t,n.to=e,n.result=r,dr.intersectWorld(this,n)}raycastClosest(t,e,n,r){return void 0===n&&(n={}),n.mode=ht.CLOSEST,n.from=t,n.to=e,n.result=r,dr.intersectWorld(this,n)}addBody(t){this.bodies.includes(t)||(t.index=this.bodies.length,this.bodies.push(t),t.world=this,t.initPosition.copy(t.position),t.initVelocity.copy(t.velocity),t.timeLastSleepy=this.time,t instanceof L&&(t.initAngularVelocity.copy(t.angularVelocity),t.initQuaternion.copy(t.quaternion)),this.collisionMatrix.setNumObjects(this.bodies.length),this.addBodyEvent.body=t,this.idToBodyMap[t.id]=t,this.dispatchEvent(this.addBodyEvent))}removeBody(t){t.world=null;const e=this.bodies.length-1,n=this.bodies,r=n.indexOf(t);if(-1!==r){n.splice(r,1);for(let t=0;t!==n.length;t++)n[t].index=t;this.collisionMatrix.setNumObjects(e),this.removeBodyEvent.body=t,delete this.idToBodyMap[t.id],this.dispatchEvent(this.removeBodyEvent)}}getBodyById(t){return this.idToBodyMap[t]}getShapeById(t){const e=this.bodies;for(let n=0;n=t&&i1e3*t)););this.accumulator=this.accumulator%t;const o=this.accumulator/t;for(let t=0;t!==this.bodies.length;t++){const e=this.bodies[t];e.previousPosition.lerp(e.position,o,e.interpolatedPosition),e.previousQuaternion.slerp(e.quaternion,o,e.interpolatedQuaternion),e.previousQuaternion.normalize()}this.time+=e}}internalStep(t){this.dt=t;const e=this.contacts,n=xr,r=wr,i=this.bodies.length,o=this.bodies,a=this.solver,s=this.gravity,u=this.doProfiling,c=this.profile,l=L.DYNAMIC;let h=-1/0;const f=this.constraints,d=br;s.length();const p=s.x,g=s.y,m=s.z;let v=0;for(u&&(h=pr.now()),v=0;v!==i;v++){const t=o[v];if(t.type===l){const e=t.force,n=t.mass;e.x+=n*p,e.y+=n*g,e.z+=n*m}}for(let 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Jn},sqrLen:function(){return xr},squaredLength:function(){return br},str:function(){return _r},translate:function(){return nr}});var c=n(49685);function l(){var t=new c.ARRAY_TYPE(4);return c.ARRAY_TYPE!=Float32Array&&(t[1]=0,t[2]=0),t[0]=1,t[3]=1,t}function h(t){var e=new c.ARRAY_TYPE(4);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e}function f(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t}function d(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=1,t}function p(t,e,n,r){var i=new c.ARRAY_TYPE(4);return i[0]=t,i[1]=e,i[2]=n,i[3]=r,i}function g(t,e,n,r,i){return t[0]=e,t[1]=n,t[2]=r,t[3]=i,t}function m(t,e){if(t===e){var n=e[1];t[1]=e[2],t[2]=n}else t[0]=e[0],t[1]=e[2],t[2]=e[1],t[3]=e[3];return t}function v(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=n*o-i*r;return a?(a=1/a,t[0]=o*a,t[1]=-r*a,t[2]=-i*a,t[3]=n*a,t):null}function y(t,e){var n=e[0];return t[0]=e[3],t[1]=-e[1],t[2]=-e[2],t[3]=n,t}function b(t){return t[0]*t[3]-t[2]*t[1]}function x(t,e,n){var 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n=t[0],r=t[1],i=t[2],o=t[3],a=e[0],s=e[1],u=e[2],l=e[3];return Math.abs(n-a)<=c.EPSILON*Math.max(1,Math.abs(n),Math.abs(a))&&Math.abs(r-s)<=c.EPSILON*Math.max(1,Math.abs(r),Math.abs(s))&&Math.abs(i-u)<=c.EPSILON*Math.max(1,Math.abs(i),Math.abs(u))&&Math.abs(o-l)<=c.EPSILON*Math.max(1,Math.abs(o),Math.abs(l))}function P(t,e,n){return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t}function I(t,e,n,r){return t[0]=e[0]+n[0]*r,t[1]=e[1]+n[1]*r,t[2]=e[2]+n[2]*r,t[3]=e[3]+n[3]*r,t}var L=x,D=k;function R(){var t=new c.ARRAY_TYPE(6);return c.ARRAY_TYPE!=Float32Array&&(t[1]=0,t[2]=0,t[4]=0,t[5]=0),t[0]=1,t[3]=1,t}function z(t){var e=new c.ARRAY_TYPE(6);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e}function F(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t}function B(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=1,t[4]=0,t[5]=0,t}function j(t,e,n,r,i,o){var a=new c.ARRAY_TYPE(6);return a[0]=t,a[1]=e,a[2]=n,a[3]=r,a[4]=i,a[5]=o,a}function 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t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}function gt(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=e[4],s=e[5],u=e[6],c=e[7],l=e[8],h=e[9],f=e[10],d=e[11],p=e[12],g=e[13],m=e[14],v=e[15],y=n*s-r*a,b=n*u-i*a,x=n*c-o*a,w=r*u-i*s,_=r*c-o*s,S=i*c-o*u,E=l*g-h*p,M=l*m-f*p,T=l*v-d*p,A=h*m-f*g,C=h*v-d*g,k=f*v-d*m,N=y*k-b*C+x*A+w*T-_*M+S*E;return N?(N=1/N,t[0]=(s*k-u*C+c*A)*N,t[1]=(i*C-r*k-o*A)*N,t[2]=(g*S-m*_+v*w)*N,t[3]=(f*_-h*S-d*w)*N,t[4]=(u*T-a*k-c*M)*N,t[5]=(n*k-i*T+o*M)*N,t[6]=(m*x-p*S-v*b)*N,t[7]=(l*S-f*x+d*b)*N,t[8]=(a*C-s*T+c*E)*N,t[9]=(r*T-n*C-o*E)*N,t[10]=(p*_-g*x+v*y)*N,t[11]=(h*x-l*_-d*y)*N,t[12]=(s*M-a*A-u*E)*N,t[13]=(n*A-r*M+i*E)*N,t[14]=(g*b-p*w-m*y)*N,t[15]=(l*w-h*b+f*y)*N,t):null}function mt(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=e[4],s=e[5],u=e[6],c=e[7],l=e[8],h=e[9],f=e[10],d=e[11],p=e[12],g=e[13],m=e[14],v=e[15];return t[0]=s*(f*v-d*m)-h*(u*v-c*m)+g*(u*d-c*f),t[1]=-(r*(f*v-d*m)-h*(i*v-o*m)+g*(i*d-o*f)),t[2]=r*(u*v-c*m)-s*(i*v-o*m)+g*(i*c-o*u),t[3]=-(r*(u*d-c*f)-s*(i*d-o*f)+h*(i*c-o*u)),t[4]=-(a*(f*v-d*m)-l*(u*v-c*m)+p*(u*d-c*f)),t[5]=n*(f*v-d*m)-l*(i*v-o*m)+p*(i*d-o*f),t[6]=-(n*(u*v-c*m)-a*(i*v-o*m)+p*(i*c-o*u)),t[7]=n*(u*d-c*f)-a*(i*d-o*f)+l*(i*c-o*u),t[8]=a*(h*v-d*g)-l*(s*v-c*g)+p*(s*d-c*h),t[9]=-(n*(h*v-d*g)-l*(r*v-o*g)+p*(r*d-o*h)),t[10]=n*(s*v-c*g)-a*(r*v-o*g)+p*(r*c-o*s),t[11]=-(n*(s*d-c*h)-a*(r*d-o*h)+l*(r*c-o*s)),t[12]=-(a*(h*m-f*g)-l*(s*m-u*g)+p*(s*f-u*h)),t[13]=n*(h*m-f*g)-l*(r*m-i*g)+p*(r*f-i*h),t[14]=-(n*(s*m-u*g)-a*(r*m-i*g)+p*(r*u-i*s)),t[15]=n*(s*f-u*h)-a*(r*f-i*h)+l*(r*u-i*s),t}function vt(t){var e=t[0],n=t[1],r=t[2],i=t[3],o=t[4],a=t[5],s=t[6],u=t[7],c=t[8],l=t[9],h=t[10],f=t[11],d=t[12],p=t[13],g=t[14],m=t[15];return(e*a-n*o)*(h*m-f*g)-(e*s-r*o)*(l*m-f*p)+(e*u-i*o)*(l*g-h*p)+(n*s-r*a)*(c*m-f*d)-(n*u-i*a)*(c*g-h*d)+(r*u-i*s)*(c*p-l*d)}function yt(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3],s=e[4],u=e[5],c=e[6],l=e[7],h=e[8],f=e[9],d=e[10],p=e[11],g=e[12],m=e[13],v=e[14],y=e[15],b=n[0],x=n[1],w=n[2],_=n[3];return t[0]=b*r+x*s+w*h+_*g,t[1]=b*i+x*u+w*f+_*m,t[2]=b*o+x*c+w*d+_*v,t[3]=b*a+x*l+w*p+_*y,b=n[4],x=n[5],w=n[6],_=n[7],t[4]=b*r+x*s+w*h+_*g,t[5]=b*i+x*u+w*f+_*m,t[6]=b*o+x*c+w*d+_*v,t[7]=b*a+x*l+w*p+_*y,b=n[8],x=n[9],w=n[10],_=n[11],t[8]=b*r+x*s+w*h+_*g,t[9]=b*i+x*u+w*f+_*m,t[10]=b*o+x*c+w*d+_*v,t[11]=b*a+x*l+w*p+_*y,b=n[12],x=n[13],w=n[14],_=n[15],t[12]=b*r+x*s+w*h+_*g,t[13]=b*i+x*u+w*f+_*m,t[14]=b*o+x*c+w*d+_*v,t[15]=b*a+x*l+w*p+_*y,t}function bt(t,e,n){var r,i,o,a,s,u,c,l,h,f,d,p,g=n[0],m=n[1],v=n[2];return e===t?(t[12]=e[0]*g+e[4]*m+e[8]*v+e[12],t[13]=e[1]*g+e[5]*m+e[9]*v+e[13],t[14]=e[2]*g+e[6]*m+e[10]*v+e[14],t[15]=e[3]*g+e[7]*m+e[11]*v+e[15]):(r=e[0],i=e[1],o=e[2],a=e[3],s=e[4],u=e[5],c=e[6],l=e[7],h=e[8],f=e[9],d=e[10],p=e[11],t[0]=r,t[1]=i,t[2]=o,t[3]=a,t[4]=s,t[5]=u,t[6]=c,t[7]=l,t[8]=h,t[9]=f,t[10]=d,t[11]=p,t[12]=r*g+s*m+h*v+e[12],t[13]=i*g+u*m+f*v+e[13],t[14]=o*g+c*m+d*v+e[14],t[15]=a*g+l*m+p*v+e[15]),t}function xt(t,e,n){var r=n[0],i=n[1],o=n[2];return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t[3]=e[3]*r,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*o,t[9]=e[9]*o,t[10]=e[10]*o,t[11]=e[11]*o,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}function wt(t,e,n,r){var i,o,a,s,u,l,h,f,d,p,g,m,v,y,b,x,w,_,S,E,M,T,A,C,k=r[0],N=r[1],O=r[2],P=Math.hypot(k,N,O);return P0?(n[0]=2*(s*a+h*r+u*o-l*i)/f,n[1]=2*(u*a+h*i+l*r-s*o)/f,n[2]=2*(l*a+h*o+s*i-u*r)/f):(n[0]=2*(s*a+h*r+u*o-l*i),n[1]=2*(u*a+h*i+l*r-s*o),n[2]=2*(l*a+h*o+s*i-u*r)),Ot(t,e,n),t}function It(t,e){return t[0]=e[12],t[1]=e[13],t[2]=e[14],t}function Lt(t,e){var n=e[0],r=e[1],i=e[2],o=e[4],a=e[5],s=e[6],u=e[8],c=e[9],l=e[10];return t[0]=Math.hypot(n,r,i),t[1]=Math.hypot(o,a,s),t[2]=Math.hypot(u,c,l),t}function Dt(t,e){var n=new c.ARRAY_TYPE(3);Lt(n,e);var r=1/n[0],i=1/n[1],o=1/n[2],a=e[0]*r,s=e[1]*i,u=e[2]*o,l=e[4]*r,h=e[5]*i,f=e[6]*o,d=e[8]*r,p=e[9]*i,g=e[10]*o,m=a+h+g,v=0;return m>0?(v=2*Math.sqrt(m+1),t[3]=.25*v,t[0]=(f-p)/v,t[1]=(d-u)/v,t[2]=(s-l)/v):a>h&&a>g?(v=2*Math.sqrt(1+a-h-g),t[3]=(f-p)/v,t[0]=.25*v,t[1]=(s+l)/v,t[2]=(d+u)/v):h>g?(v=2*Math.sqrt(1+h-a-g),t[3]=(d-u)/v,t[0]=(s+l)/v,t[1]=.25*v,t[2]=(f+p)/v):(v=2*Math.sqrt(1+g-a-h),t[3]=(s-l)/v,t[0]=(d+u)/v,t[1]=(f+p)/v,t[2]=.25*v),t}function Rt(t,e,n,r){var i=e[0],o=e[1],a=e[2],s=e[3],u=i+i,c=o+o,l=a+a,h=i*u,f=i*c,d=i*l,p=o*c,g=o*l,m=a*l,v=s*u,y=s*c,b=s*l,x=r[0],w=r[1],_=r[2];return t[0]=(1-(p+m))*x,t[1]=(f+b)*x,t[2]=(d-y)*x,t[3]=0,t[4]=(f-b)*w,t[5]=(1-(h+m))*w,t[6]=(g+v)*w,t[7]=0,t[8]=(d+y)*_,t[9]=(g-v)*_,t[10]=(1-(h+p))*_,t[11]=0,t[12]=n[0],t[13]=n[1],t[14]=n[2],t[15]=1,t}function zt(t,e,n,r,i){var o=e[0],a=e[1],s=e[2],u=e[3],c=o+o,l=a+a,h=s+s,f=o*c,d=o*l,p=o*h,g=a*l,m=a*h,v=s*h,y=u*c,b=u*l,x=u*h,w=r[0],_=r[1],S=r[2],E=i[0],M=i[1],T=i[2],A=(1-(g+v))*w,C=(d+x)*w,k=(p-b)*w,N=(d-x)*_,O=(1-(f+v))*_,P=(m+y)*_,I=(p+b)*S,L=(m-y)*S,D=(1-(f+g))*S;return t[0]=A,t[1]=C,t[2]=k,t[3]=0,t[4]=N,t[5]=O,t[6]=P,t[7]=0,t[8]=I,t[9]=L,t[10]=D,t[11]=0,t[12]=n[0]+E-(A*E+N*M+I*T),t[13]=n[1]+M-(C*E+O*M+L*T),t[14]=n[2]+T-(k*E+P*M+D*T),t[15]=1,t}function Ft(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=n+n,s=r+r,u=i+i,c=n*a,l=r*a,h=r*s,f=i*a,d=i*s,p=i*u,g=o*a,m=o*s,v=o*u;return t[0]=1-h-p,t[1]=l+v,t[2]=f-m,t[3]=0,t[4]=l-v,t[5]=1-c-p,t[6]=d+g,t[7]=0,t[8]=f+m,t[9]=d-g,t[10]=1-c-h,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}function Bt(t,e,n,r,i,o,a){var s=1/(n-e),u=1/(i-r),c=1/(o-a);return t[0]=2*o*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=2*o*u,t[6]=0,t[7]=0,t[8]=(n+e)*s,t[9]=(i+r)*u,t[10]=(a+o)*c,t[11]=-1,t[12]=0,t[13]=0,t[14]=a*o*2*c,t[15]=0,t}function jt(t,e,n,r,i){var o,a=1/Math.tan(e/2);return t[0]=a/n,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=-1,t[12]=0,t[13]=0,t[15]=0,null!=i&&i!==1/0?(o=1/(r-i),t[10]=(i+r)*o,t[14]=2*i*r*o):(t[10]=-1,t[14]=-2*r),t}var Ut=jt;function Vt(t,e,n,r,i){var o,a=1/Math.tan(e/2);return t[0]=a/n,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=-1,t[12]=0,t[13]=0,t[15]=0,null!=i&&i!==1/0?(o=1/(r-i),t[10]=i*o,t[14]=i*r*o):(t[10]=-1,t[14]=-r),t}function Ht(t,e,n,r){var i=Math.tan(e.upDegrees*Math.PI/180),o=Math.tan(e.downDegrees*Math.PI/180),a=Math.tan(e.leftDegrees*Math.PI/180),s=Math.tan(e.rightDegrees*Math.PI/180),u=2/(a+s),c=2/(i+o);return t[0]=u,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=c,t[6]=0,t[7]=0,t[8]=-(a-s)*u*.5,t[9]=(i-o)*c*.5,t[10]=r/(n-r),t[11]=-1,t[12]=0,t[13]=0,t[14]=r*n/(n-r),t[15]=0,t}function Gt(t,e,n,r,i,o,a){var s=1/(e-n),u=1/(r-i),c=1/(o-a);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*u,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+n)*s,t[13]=(i+r)*u,t[14]=(a+o)*c,t[15]=1,t}var Zt=Gt;function Wt(t,e,n,r,i,o,a){var s=1/(e-n),u=1/(r-i),c=1/(o-a);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*u,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=c,t[11]=0,t[12]=(e+n)*s,t[13]=(i+r)*u,t[14]=o*c,t[15]=1,t}function Yt(t,e,n,r){var i,o,a,s,u,l,h,f,d,p,g=e[0],m=e[1],v=e[2],y=r[0],b=r[1],x=r[2],w=n[0],_=n[1],S=n[2];return Math.abs(g-w)0&&(l*=d=1/Math.sqrt(d),h*=d,f*=d);var p=u*f-c*h,g=c*l-s*f,m=s*h-u*l;return(d=p*p+g*g+m*m)>0&&(p*=d=1/Math.sqrt(d),g*=d,m*=d),t[0]=p,t[1]=g,t[2]=m,t[3]=0,t[4]=h*m-f*g,t[5]=f*p-l*m,t[6]=l*g-h*p,t[7]=0,t[8]=l,t[9]=h,t[10]=f,t[11]=0,t[12]=i,t[13]=o,t[14]=a,t[15]=1,t}function Xt(t){return"mat4("+t[0]+", "+t[1]+", "+t[2]+", "+t[3]+", "+t[4]+", "+t[5]+", "+t[6]+", "+t[7]+", "+t[8]+", "+t[9]+", "+t[10]+", "+t[11]+", "+t[12]+", "+t[13]+", "+t[14]+", "+t[15]+")"}function Kt(t){return Math.hypot(t[0],t[1],t[2],t[3],t[4],t[5],t[6],t[7],t[8],t[9],t[10],t[11],t[12],t[13],t[14],t[15])}function $t(t,e,n){return t[0]=e[0]+n[0],t[1]=e[1]+n[1],t[2]=e[2]+n[2],t[3]=e[3]+n[3],t[4]=e[4]+n[4],t[5]=e[5]+n[5],t[6]=e[6]+n[6],t[7]=e[7]+n[7],t[8]=e[8]+n[8],t[9]=e[9]+n[9],t[10]=e[10]+n[10],t[11]=e[11]+n[11],t[12]=e[12]+n[12],t[13]=e[13]+n[13],t[14]=e[14]+n[14],t[15]=e[15]+n[15],t}function Qt(t,e,n){return t[0]=e[0]-n[0],t[1]=e[1]-n[1],t[2]=e[2]-n[2],t[3]=e[3]-n[3],t[4]=e[4]-n[4],t[5]=e[5]-n[5],t[6]=e[6]-n[6],t[7]=e[7]-n[7],t[8]=e[8]-n[8],t[9]=e[9]-n[9],t[10]=e[10]-n[10],t[11]=e[11]-n[11],t[12]=e[12]-n[12],t[13]=e[13]-n[13],t[14]=e[14]-n[14],t[15]=e[15]-n[15],t}function Jt(t,e,n){return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*n,t[5]=e[5]*n,t[6]=e[6]*n,t[7]=e[7]*n,t[8]=e[8]*n,t[9]=e[9]*n,t[10]=e[10]*n,t[11]=e[11]*n,t[12]=e[12]*n,t[13]=e[13]*n,t[14]=e[14]*n,t[15]=e[15]*n,t}function te(t,e,n,r){return t[0]=e[0]+n[0]*r,t[1]=e[1]+n[1]*r,t[2]=e[2]+n[2]*r,t[3]=e[3]+n[3]*r,t[4]=e[4]+n[4]*r,t[5]=e[5]+n[5]*r,t[6]=e[6]+n[6]*r,t[7]=e[7]+n[7]*r,t[8]=e[8]+n[8]*r,t[9]=e[9]+n[9]*r,t[10]=e[10]+n[10]*r,t[11]=e[11]+n[11]*r,t[12]=e[12]+n[12]*r,t[13]=e[13]+n[13]*r,t[14]=e[14]+n[14]*r,t[15]=e[15]+n[15]*r,t}function ee(t,e){return t[0]===e[0]&&t[1]===e[1]&&t[2]===e[2]&&t[3]===e[3]&&t[4]===e[4]&&t[5]===e[5]&&t[6]===e[6]&&t[7]===e[7]&&t[8]===e[8]&&t[9]===e[9]&&t[10]===e[10]&&t[11]===e[11]&&t[12]===e[12]&&t[13]===e[13]&&t[14]===e[14]&&t[15]===e[15]}function ne(t,e){var n=t[0],r=t[1],i=t[2],o=t[3],a=t[4],s=t[5],u=t[6],l=t[7],h=t[8],f=t[9],d=t[10],p=t[11],g=t[12],m=t[13],v=t[14],y=t[15],b=e[0],x=e[1],w=e[2],_=e[3],S=e[4],E=e[5],M=e[6],T=e[7],A=e[8],C=e[9],k=e[10],N=e[11],O=e[12],P=e[13],I=e[14],L=e[15];return Math.abs(n-b)<=c.EPSILON*Math.max(1,Math.abs(n),Math.abs(b))&&Math.abs(r-x)<=c.EPSILON*Math.max(1,Math.abs(r),Math.abs(x))&&Math.abs(i-w)<=c.EPSILON*Math.max(1,Math.abs(i),Math.abs(w))&&Math.abs(o-_)<=c.EPSILON*Math.max(1,Math.abs(o),Math.abs(_))&&Math.abs(a-S)<=c.EPSILON*Math.max(1,Math.abs(a),Math.abs(S))&&Math.abs(s-E)<=c.EPSILON*Math.max(1,Math.abs(s),Math.abs(E))&&Math.abs(u-M)<=c.EPSILON*Math.max(1,Math.abs(u),Math.abs(M))&&Math.abs(l-T)<=c.EPSILON*Math.max(1,Math.abs(l),Math.abs(T))&&Math.abs(h-A)<=c.EPSILON*Math.max(1,Math.abs(h),Math.abs(A))&&Math.abs(f-C)<=c.EPSILON*Math.max(1,Math.abs(f),Math.abs(C))&&Math.abs(d-k)<=c.EPSILON*Math.max(1,Math.abs(d),Math.abs(k))&&Math.abs(p-N)<=c.EPSILON*Math.max(1,Math.abs(p),Math.abs(N))&&Math.abs(g-O)<=c.EPSILON*Math.max(1,Math.abs(g),Math.abs(O))&&Math.abs(m-P)<=c.EPSILON*Math.max(1,Math.abs(m),Math.abs(P))&&Math.abs(v-I)<=c.EPSILON*Math.max(1,Math.abs(v),Math.abs(I))&&Math.abs(y-L)<=c.EPSILON*Math.max(1,Math.abs(y),Math.abs(L))}var re=yt,ie=Qt,oe=n(77160);function ae(){var t=new c.ARRAY_TYPE(4);return c.ARRAY_TYPE!=Float32Array&&(t[0]=0,t[1]=0,t[2]=0,t[3]=0),t}function se(t){var e=new c.ARRAY_TYPE(4);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e}function ue(t,e,n,r){var i=new c.ARRAY_TYPE(4);return i[0]=t,i[1]=e,i[2]=n,i[3]=r,i}function ce(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t}function le(t,e,n,r,i){return t[0]=e,t[1]=n,t[2]=r,t[3]=i,t}function he(t,e,n){return t[0]=e[0]+n[0],t[1]=e[1]+n[1],t[2]=e[2]+n[2],t[3]=e[3]+n[3],t}function fe(t,e,n){return t[0]=e[0]-n[0],t[1]=e[1]-n[1],t[2]=e[2]-n[2],t[3]=e[3]-n[3],t}function de(t,e,n){return t[0]=e[0]*n[0],t[1]=e[1]*n[1],t[2]=e[2]*n[2],t[3]=e[3]*n[3],t}function pe(t,e,n){return t[0]=e[0]/n[0],t[1]=e[1]/n[1],t[2]=e[2]/n[2],t[3]=e[3]/n[3],t}function ge(t,e){return t[0]=Math.ceil(e[0]),t[1]=Math.ceil(e[1]),t[2]=Math.ceil(e[2]),t[3]=Math.ceil(e[3]),t}function me(t,e){return t[0]=Math.floor(e[0]),t[1]=Math.floor(e[1]),t[2]=Math.floor(e[2]),t[3]=Math.floor(e[3]),t}function ve(t,e,n){return t[0]=Math.min(e[0],n[0]),t[1]=Math.min(e[1],n[1]),t[2]=Math.min(e[2],n[2]),t[3]=Math.min(e[3],n[3]),t}function ye(t,e,n){return t[0]=Math.max(e[0],n[0]),t[1]=Math.max(e[1],n[1]),t[2]=Math.max(e[2],n[2]),t[3]=Math.max(e[3],n[3]),t}function be(t,e){return t[0]=Math.round(e[0]),t[1]=Math.round(e[1]),t[2]=Math.round(e[2]),t[3]=Math.round(e[3]),t}function xe(t,e,n){return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t}function we(t,e,n,r){return t[0]=e[0]+n[0]*r,t[1]=e[1]+n[1]*r,t[2]=e[2]+n[2]*r,t[3]=e[3]+n[3]*r,t}function _e(t,e){var n=e[0]-t[0],r=e[1]-t[1],i=e[2]-t[2],o=e[3]-t[3];return Math.hypot(n,r,i,o)}function Se(t,e){var n=e[0]-t[0],r=e[1]-t[1],i=e[2]-t[2],o=e[3]-t[3];return n*n+r*r+i*i+o*o}function Ee(t){var e=t[0],n=t[1],r=t[2],i=t[3];return Math.hypot(e,n,r,i)}function Me(t){var e=t[0],n=t[1],r=t[2],i=t[3];return e*e+n*n+r*r+i*i}function Te(t,e){return t[0]=-e[0],t[1]=-e[1],t[2]=-e[2],t[3]=-e[3],t}function Ae(t,e){return t[0]=1/e[0],t[1]=1/e[1],t[2]=1/e[2],t[3]=1/e[3],t}function Ce(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=n*n+r*r+i*i+o*o;return a>0&&(a=1/Math.sqrt(a)),t[0]=n*a,t[1]=r*a,t[2]=i*a,t[3]=o*a,t}function ke(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]}function Ne(t,e,n,r){var i=n[0]*r[1]-n[1]*r[0],o=n[0]*r[2]-n[2]*r[0],a=n[0]*r[3]-n[3]*r[0],s=n[1]*r[2]-n[2]*r[1],u=n[1]*r[3]-n[3]*r[1],c=n[2]*r[3]-n[3]*r[2],l=e[0],h=e[1],f=e[2],d=e[3];return t[0]=h*c-f*u+d*s,t[1]=-l*c+f*a-d*o,t[2]=l*u-h*a+d*i,t[3]=-l*s+h*o-f*i,t}function Oe(t,e,n,r){var i=e[0],o=e[1],a=e[2],s=e[3];return t[0]=i+r*(n[0]-i),t[1]=o+r*(n[1]-o),t[2]=a+r*(n[2]-a),t[3]=s+r*(n[3]-s),t}function Pe(t,e){var n,r,i,o,a,s;e=e||1;do{a=(n=2*c.RANDOM()-1)*n+(r=2*c.RANDOM()-1)*r}while(a>=1);do{s=(i=2*c.RANDOM()-1)*i+(o=2*c.RANDOM()-1)*o}while(s>=1);var u=Math.sqrt((1-a)/s);return t[0]=e*n,t[1]=e*r,t[2]=e*i*u,t[3]=e*o*u,t}function Ie(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3];return t[0]=n[0]*r+n[4]*i+n[8]*o+n[12]*a,t[1]=n[1]*r+n[5]*i+n[9]*o+n[13]*a,t[2]=n[2]*r+n[6]*i+n[10]*o+n[14]*a,t[3]=n[3]*r+n[7]*i+n[11]*o+n[15]*a,t}function Le(t,e,n){var r=e[0],i=e[1],o=e[2],a=n[0],s=n[1],u=n[2],c=n[3],l=c*r+s*o-u*i,h=c*i+u*r-a*o,f=c*o+a*i-s*r,d=-a*r-s*i-u*o;return t[0]=l*c+d*-a+h*-u-f*-s,t[1]=h*c+d*-s+f*-a-l*-u,t[2]=f*c+d*-u+l*-s-h*-a,t[3]=e[3],t}function De(t){return t[0]=0,t[1]=0,t[2]=0,t[3]=0,t}function Re(t){return"vec4("+t[0]+", "+t[1]+", "+t[2]+", "+t[3]+")"}function ze(t,e){return t[0]===e[0]&&t[1]===e[1]&&t[2]===e[2]&&t[3]===e[3]}function Fe(t,e){var n=t[0],r=t[1],i=t[2],o=t[3],a=e[0],s=e[1],u=e[2],l=e[3];return Math.abs(n-a)<=c.EPSILON*Math.max(1,Math.abs(n),Math.abs(a))&&Math.abs(r-s)<=c.EPSILON*Math.max(1,Math.abs(r),Math.abs(s))&&Math.abs(i-u)<=c.EPSILON*Math.max(1,Math.abs(i),Math.abs(u))&&Math.abs(o-l)<=c.EPSILON*Math.max(1,Math.abs(o),Math.abs(l))}var Be,je=fe,Ue=de,Ve=pe,He=_e,Ge=Se,Ze=Ee,We=Me,Ye=(Be=ae(),function(t,e,n,r,i,o){var a,s;for(e||(e=4),n||(n=0),s=r?Math.min(r*e+n,t.length):t.length,a=n;ac.EPSILON?(t[0]=e[0]/r,t[1]=e[1]/r,t[2]=e[2]/r):(t[0]=1,t[1]=0,t[2]=0),n}function Qe(t,e){var n=Cn(t,e);return Math.acos(2*n*n-1)}function Je(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3],s=n[0],u=n[1],c=n[2],l=n[3];return t[0]=r*l+a*s+i*c-o*u,t[1]=i*l+a*u+o*s-r*c,t[2]=o*l+a*c+r*u-i*s,t[3]=a*l-r*s-i*u-o*c,t}function tn(t,e,n){n*=.5;var r=e[0],i=e[1],o=e[2],a=e[3],s=Math.sin(n),u=Math.cos(n);return t[0]=r*u+a*s,t[1]=i*u+o*s,t[2]=o*u-i*s,t[3]=a*u-r*s,t}function en(t,e,n){n*=.5;var r=e[0],i=e[1],o=e[2],a=e[3],s=Math.sin(n),u=Math.cos(n);return t[0]=r*u-o*s,t[1]=i*u+a*s,t[2]=o*u+r*s,t[3]=a*u-i*s,t}function nn(t,e,n){n*=.5;var r=e[0],i=e[1],o=e[2],a=e[3],s=Math.sin(n),u=Math.cos(n);return t[0]=r*u+i*s,t[1]=i*u-r*s,t[2]=o*u+a*s,t[3]=a*u-o*s,t}function rn(t,e){var n=e[0],r=e[1],i=e[2];return t[0]=n,t[1]=r,t[2]=i,t[3]=Math.sqrt(Math.abs(1-n*n-r*r-i*i)),t}function on(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=Math.sqrt(n*n+r*r+i*i),s=Math.exp(o),u=a>0?s*Math.sin(a)/a:0;return t[0]=n*u,t[1]=r*u,t[2]=i*u,t[3]=s*Math.cos(a),t}function an(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=Math.sqrt(n*n+r*r+i*i),s=a>0?Math.atan2(a,o)/a:0;return t[0]=n*s,t[1]=r*s,t[2]=i*s,t[3]=.5*Math.log(n*n+r*r+i*i+o*o),t}function sn(t,e,n){return an(t,e),An(t,t,n),on(t,t),t}function un(t,e,n,r){var i,o,a,s,u,l=e[0],h=e[1],f=e[2],d=e[3],p=n[0],g=n[1],m=n[2],v=n[3];return(o=l*p+h*g+f*m+d*v)<0&&(o=-o,p=-p,g=-g,m=-m,v=-v),1-o>c.EPSILON?(i=Math.acos(o),a=Math.sin(i),s=Math.sin((1-r)*i)/a,u=Math.sin(r*i)/a):(s=1-r,u=r),t[0]=s*l+u*p,t[1]=s*h+u*g,t[2]=s*f+u*m,t[3]=s*d+u*v,t}function cn(t){var e=c.RANDOM(),n=c.RANDOM(),r=c.RANDOM(),i=Math.sqrt(1-e),o=Math.sqrt(e);return t[0]=i*Math.sin(2*Math.PI*n),t[1]=i*Math.cos(2*Math.PI*n),t[2]=o*Math.sin(2*Math.PI*r),t[3]=o*Math.cos(2*Math.PI*r),t}function ln(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=n*n+r*r+i*i+o*o,s=a?1/a:0;return t[0]=-n*s,t[1]=-r*s,t[2]=-i*s,t[3]=o*s,t}function hn(t,e){return t[0]=-e[0],t[1]=-e[1],t[2]=-e[2],t[3]=e[3],t}function fn(t,e){var n,r=e[0]+e[4]+e[8];if(r>0)n=Math.sqrt(r+1),t[3]=.5*n,n=.5/n,t[0]=(e[5]-e[7])*n,t[1]=(e[6]-e[2])*n,t[2]=(e[1]-e[3])*n;else{var i=0;e[4]>e[0]&&(i=1),e[8]>e[3*i+i]&&(i=2);var o=(i+1)%3,a=(i+2)%3;n=Math.sqrt(e[3*i+i]-e[3*o+o]-e[3*a+a]+1),t[i]=.5*n,n=.5/n,t[3]=(e[3*o+a]-e[3*a+o])*n,t[o]=(e[3*o+i]+e[3*i+o])*n,t[a]=(e[3*a+i]+e[3*i+a])*n}return t}function dn(t,e,n,r){var i=.5*Math.PI/180;e*=i,n*=i,r*=i;var o=Math.sin(e),a=Math.cos(e),s=Math.sin(n),u=Math.cos(n),c=Math.sin(r),l=Math.cos(r);return t[0]=o*u*l-a*s*c,t[1]=a*s*l+o*u*c,t[2]=a*u*c-o*s*l,t[3]=a*u*l+o*s*c,t}function pn(t){return"quat("+t[0]+", "+t[1]+", "+t[2]+", "+t[3]+")"}var gn,mn,vn,yn,bn,xn,wn=se,_n=ue,Sn=ce,En=le,Mn=he,Tn=Je,An=xe,Cn=ke,kn=Oe,Nn=Ee,On=Nn,Pn=Me,In=Pn,Ln=Ce,Dn=ze,Rn=Fe,zn=(gn=oe.create(),mn=oe.fromValues(1,0,0),vn=oe.fromValues(0,1,0),function(t,e,n){var r=oe.dot(e,n);return r<-.999999?(oe.cross(gn,mn,e),oe.len(gn)<1e-6&&oe.cross(gn,vn,e),oe.normalize(gn,gn),Ke(t,gn,Math.PI),t):r>.999999?(t[0]=0,t[1]=0,t[2]=0,t[3]=1,t):(oe.cross(gn,e,n),t[0]=gn[0],t[1]=gn[1],t[2]=gn[2],t[3]=1+r,Ln(t,t))}),Fn=(yn=qe(),bn=qe(),function(t,e,n,r,i,o){return un(yn,e,i,o),un(bn,n,r,o),un(t,yn,bn,2*o*(1-o)),t}),Bn=(xn=st.create(),function(t,e,n,r){return xn[0]=n[0],xn[3]=n[1],xn[6]=n[2],xn[1]=r[0],xn[4]=r[1],xn[7]=r[2],xn[2]=-e[0],xn[5]=-e[1],xn[8]=-e[2],Ln(t,fn(t,xn))});function jn(){var t=new c.ARRAY_TYPE(8);return c.ARRAY_TYPE!=Float32Array&&(t[0]=0,t[1]=0,t[2]=0,t[4]=0,t[5]=0,t[6]=0,t[7]=0),t[3]=1,t}function Un(t){var e=new c.ARRAY_TYPE(8);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e}function Vn(t,e,n,r,i,o,a,s){var u=new c.ARRAY_TYPE(8);return u[0]=t,u[1]=e,u[2]=n,u[3]=r,u[4]=i,u[5]=o,u[6]=a,u[7]=s,u}function Hn(t,e,n,r,i,o,a){var s=new c.ARRAY_TYPE(8);s[0]=t,s[1]=e,s[2]=n,s[3]=r;var u=.5*i,l=.5*o,h=.5*a;return s[4]=u*r+l*n-h*e,s[5]=l*r+h*t-u*n,s[6]=h*r+u*e-l*t,s[7]=-u*t-l*e-h*n,s}function Gn(t,e,n){var r=.5*n[0],i=.5*n[1],o=.5*n[2],a=e[0],s=e[1],u=e[2],c=e[3];return t[0]=a,t[1]=s,t[2]=u,t[3]=c,t[4]=r*c+i*u-o*s,t[5]=i*c+o*a-r*u,t[6]=o*c+r*s-i*a,t[7]=-r*a-i*s-o*u,t}function Zn(t,e){return t[0]=0,t[1]=0,t[2]=0,t[3]=1,t[4]=.5*e[0],t[5]=.5*e[1],t[6]=.5*e[2],t[7]=0,t}function Wn(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=0,t[5]=0,t[6]=0,t[7]=0,t}function Yn(t,e){var n=qe();Dt(n,e);var r=new c.ARRAY_TYPE(3);return It(r,e),Gn(t,n,r),t}function qn(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t}function Xn(t){return t[0]=0,t[1]=0,t[2]=0,t[3]=1,t[4]=0,t[5]=0,t[6]=0,t[7]=0,t}function Kn(t,e,n,r,i,o,a,s,u){return t[0]=e,t[1]=n,t[2]=r,t[3]=i,t[4]=o,t[5]=a,t[6]=s,t[7]=u,t}var $n=Sn;function Qn(t,e){return t[0]=e[4],t[1]=e[5],t[2]=e[6],t[3]=e[7],t}var Jn=Sn;function tr(t,e){return t[4]=e[0],t[5]=e[1],t[6]=e[2],t[7]=e[3],t}function er(t,e){var n=e[4],r=e[5],i=e[6],o=e[7],a=-e[0],s=-e[1],u=-e[2],c=e[3];return t[0]=2*(n*c+o*a+r*u-i*s),t[1]=2*(r*c+o*s+i*a-n*u),t[2]=2*(i*c+o*u+n*s-r*a),t}function nr(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3],s=.5*n[0],u=.5*n[1],c=.5*n[2],l=e[4],h=e[5],f=e[6],d=e[7];return t[0]=r,t[1]=i,t[2]=o,t[3]=a,t[4]=a*s+i*c-o*u+l,t[5]=a*u+o*s-r*c+h,t[6]=a*c+r*u-i*s+f,t[7]=-r*s-i*u-o*c+d,t}function rr(t,e,n){var r=-e[0],i=-e[1],o=-e[2],a=e[3],s=e[4],u=e[5],c=e[6],l=e[7],h=s*a+l*r+u*o-c*i,f=u*a+l*i+c*r-s*o,d=c*a+l*o+s*i-u*r,p=l*a-s*r-u*i-c*o;return tn(t,e,n),r=t[0],i=t[1],o=t[2],a=t[3],t[4]=h*a+p*r+f*o-d*i,t[5]=f*a+p*i+d*r-h*o,t[6]=d*a+p*o+h*i-f*r,t[7]=p*a-h*r-f*i-d*o,t}function ir(t,e,n){var r=-e[0],i=-e[1],o=-e[2],a=e[3],s=e[4],u=e[5],c=e[6],l=e[7],h=s*a+l*r+u*o-c*i,f=u*a+l*i+c*r-s*o,d=c*a+l*o+s*i-u*r,p=l*a-s*r-u*i-c*o;return en(t,e,n),r=t[0],i=t[1],o=t[2],a=t[3],t[4]=h*a+p*r+f*o-d*i,t[5]=f*a+p*i+d*r-h*o,t[6]=d*a+p*o+h*i-f*r,t[7]=p*a-h*r-f*i-d*o,t}function or(t,e,n){var r=-e[0],i=-e[1],o=-e[2],a=e[3],s=e[4],u=e[5],c=e[6],l=e[7],h=s*a+l*r+u*o-c*i,f=u*a+l*i+c*r-s*o,d=c*a+l*o+s*i-u*r,p=l*a-s*r-u*i-c*o;return nn(t,e,n),r=t[0],i=t[1],o=t[2],a=t[3],t[4]=h*a+p*r+f*o-d*i,t[5]=f*a+p*i+d*r-h*o,t[6]=d*a+p*o+h*i-f*r,t[7]=p*a-h*r-f*i-d*o,t}function ar(t,e,n){var r=n[0],i=n[1],o=n[2],a=n[3],s=e[0],u=e[1],c=e[2],l=e[3];return t[0]=s*a+l*r+u*o-c*i,t[1]=u*a+l*i+c*r-s*o,t[2]=c*a+l*o+s*i-u*r,t[3]=l*a-s*r-u*i-c*o,s=e[4],u=e[5],c=e[6],l=e[7],t[4]=s*a+l*r+u*o-c*i,t[5]=u*a+l*i+c*r-s*o,t[6]=c*a+l*o+s*i-u*r,t[7]=l*a-s*r-u*i-c*o,t}function sr(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3],s=n[0],u=n[1],c=n[2],l=n[3];return 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o=this.pJS;r&&Object.deepExtend(o,r),o.tmp.obj={size_value:o.particles.size.value,size_anim_speed:o.particles.size.anim.speed,move_speed:o.particles.move.speed,line_linked_distance:o.particles.line_linked.distance,line_linked_width:o.particles.line_linked.width,mode_grab_distance:o.interactivity.modes.grab.distance,mode_bubble_distance:o.interactivity.modes.bubble.distance,mode_bubble_size:o.interactivity.modes.bubble.size,mode_repulse_distance:o.interactivity.modes.repulse.distance},o.fn.retinaInit=function(){o.retina_detect&&window.devicePixelRatio>1?(o.canvas.pxratio=window.devicePixelRatio,o.tmp.retina=!0):(o.canvas.pxratio=1,o.tmp.retina=!1),o.canvas.w=o.canvas.el.offsetWidth*o.canvas.pxratio,o.canvas.h=o.canvas.el.offsetHeight*o.canvas.pxratio,o.particles.size.value=o.tmp.obj.size_value*o.canvas.pxratio,o.particles.size.anim.speed=o.tmp.obj.size_anim_speed*o.canvas.pxratio,o.particles.move.speed=o.tmp.obj.move_speed*o.canvas.pxratio,o.particles.line_linked.distance=o.tmp.obj.line_linked_distance*o.canvas.pxratio,o.interactivity.modes.grab.distance=o.tmp.obj.mode_grab_distance*o.canvas.pxratio,o.interactivity.modes.bubble.distance=o.tmp.obj.mode_bubble_distance*o.canvas.pxratio,o.particles.line_linked.width=o.tmp.obj.line_linked_width*o.canvas.pxratio,o.interactivity.modes.bubble.size=o.tmp.obj.mode_bubble_size*o.canvas.pxratio,o.interactivity.modes.repulse.distance=o.tmp.obj.mode_repulse_distance*o.canvas.pxratio},o.fn.canvasInit=function(){o.canvas.ctx=o.canvas.el.getContext("2d")},o.fn.canvasSize=function(){o.canvas.el.width=o.canvas.w,o.canvas.el.height=o.canvas.h,o&&o.interactivity.events.resize&&window.addEventListener("resize",(function(){o.canvas.w=o.canvas.el.offsetWidth,o.canvas.h=o.canvas.el.offsetHeight,o.tmp.retina&&(o.canvas.w*=o.canvas.pxratio,o.canvas.h*=o.canvas.pxratio),o.canvas.el.width=o.canvas.w,o.canvas.el.height=o.canvas.h,o.particles.move.enable||(o.fn.particlesEmpty(),o.fn.particlesCreate(),o.fn.particlesDraw(),o.fn.vendors.densityAutoParticles()),o.fn.vendors.densityAutoParticles()}))},o.fn.canvasPaint=function(){o.canvas.ctx.fillRect(0,0,o.canvas.w,o.canvas.h)},o.fn.canvasClear=function(){o.canvas.ctx.clearRect(0,0,o.canvas.w,o.canvas.h)},o.fn.particle=function(t,n,r){if(this.radius=(o.particles.size.random?Math.random():1)*o.particles.size.value,o.particles.size.anim.enable&&(this.size_status=!1,this.vs=o.particles.size.anim.speed/100,o.particles.size.anim.sync||(this.vs=this.vs*Math.random())),this.x=r?r.x:Math.random()*o.canvas.w,this.y=r?r.y:Math.random()*o.canvas.h,this.x>o.canvas.w-2*this.radius?this.x=this.x-this.radius:this.x<2*this.radius&&(this.x=this.x+this.radius),this.y>o.canvas.h-2*this.radius?this.y=this.y-this.radius:this.y<2*this.radius&&(this.y=this.y+this.radius),o.particles.move.bounce&&o.fn.vendors.checkOverlap(this,r),this.color={},"object"==typeof t.value)if(t.value instanceof Array){var i=t.value[Math.floor(Math.random()*o.particles.color.value.length)];this.color.rgb=e(i)}else null!=t.value.r&&null!=t.value.g&&null!=t.value.b&&(this.color.rgb={r:t.value.r,g:t.value.g,b:t.value.b}),null!=t.value.h&&null!=t.value.s&&null!=t.value.l&&(this.color.hsl={h:t.value.h,s:t.value.s,l:t.value.l});else"random"==t.value?this.color.rgb={r:Math.floor(256*Math.random())+0,g:Math.floor(256*Math.random())+0,b:Math.floor(256*Math.random())+0}:"string"==typeof t.value&&(this.color=t,this.color.rgb=e(this.color.value));this.opacity=(o.particles.opacity.random?Math.random():1)*o.particles.opacity.value,o.particles.opacity.anim.enable&&(this.opacity_status=!1,this.vo=o.particles.opacity.anim.speed/100,o.particles.opacity.anim.sync||(this.vo=this.vo*Math.random()));var a={};switch(o.particles.move.direction){case"top":a={x:0,y:-1};break;case"top-right":a={x:.5,y:-.5};break;case"right":a={x:1,y:-0};break;case"bottom-right":a={x:.5,y:.5};break;case"bottom":a={x:0,y:1};break;case"bottom-left":a={x:-.5,y:1};break;case"left":a={x:-1,y:0};break;case"top-left":a={x:-.5,y:-.5};break;default:a={x:0,y:0}}o.particles.move.straight?(this.vx=a.x,this.vy=a.y,o.particles.move.random&&(this.vx=this.vx*Math.random(),this.vy=this.vy*Math.random())):(this.vx=a.x+Math.random()-.5,this.vy=a.y+Math.random()-.5),this.vx_i=this.vx,this.vy_i=this.vy;var s=o.particles.shape.type;if("object"==typeof s){if(s instanceof Array){var u=s[Math.floor(Math.random()*s.length)];this.shape=u}}else this.shape=s;if("image"==this.shape){var c=o.particles.shape;this.img={src:c.image.src,ratio:c.image.width/c.image.height},this.img.ratio||(this.img.ratio=1),"svg"==o.tmp.img_type&&null!=o.tmp.source_svg&&(o.fn.vendors.createSvgImg(this),o.tmp.pushing&&(this.img.loaded=!1))}},o.fn.particle.prototype.draw=function(){var t=this;if(null!=t.radius_bubble)var e=t.radius_bubble;else e=t.radius;if(null!=t.opacity_bubble)var n=t.opacity_bubble;else n=t.opacity;if(t.color.rgb)var r="rgba("+t.color.rgb.r+","+t.color.rgb.g+","+t.color.rgb.b+","+n+")";else r="hsla("+t.color.hsl.h+","+t.color.hsl.s+"%,"+t.color.hsl.l+"%,"+n+")";switch(o.canvas.ctx.fillStyle=r,o.canvas.ctx.beginPath(),t.shape){case"circle":o.canvas.ctx.arc(t.x,t.y,e,0,2*Math.PI,!1);break;case"edge":o.canvas.ctx.rect(t.x-e,t.y-e,2*e,2*e);break;case"triangle":o.fn.vendors.drawShape(o.canvas.ctx,t.x-e,t.y+e/1.66,2*e,3,2);break;case"polygon":o.fn.vendors.drawShape(o.canvas.ctx,t.x-e/(o.particles.shape.polygon.nb_sides/3.5),t.y-e/.76,2.66*e/(o.particles.shape.polygon.nb_sides/3),o.particles.shape.polygon.nb_sides,1);break;case"star":o.fn.vendors.drawShape(o.canvas.ctx,t.x-2*e/(o.particles.shape.polygon.nb_sides/4),t.y-e/1.52,2*e*2.66/(o.particles.shape.polygon.nb_sides/3),o.particles.shape.polygon.nb_sides,2);break;case"image":if("svg"==o.tmp.img_type)var i=t.img.obj;else i=o.tmp.img_obj;i&&o.canvas.ctx.drawImage(i,t.x-e,t.y-e,2*e,2*e/t.img.ratio)}o.canvas.ctx.closePath(),o.particles.shape.stroke.width>0&&(o.canvas.ctx.strokeStyle=o.particles.shape.stroke.color,o.canvas.ctx.lineWidth=o.particles.shape.stroke.width,o.canvas.ctx.stroke()),o.canvas.ctx.fill()},o.fn.particlesCreate=function(){for(var t=0;t=o.particles.opacity.value&&(e.opacity_status=!1),e.opacity+=e.vo):(e.opacity<=o.particles.opacity.anim.opacity_min&&(e.opacity_status=!0),e.opacity-=e.vo),e.opacity<0&&(e.opacity=0)),o.particles.size.anim.enable&&(1==e.size_status?(e.radius>=o.particles.size.value&&(e.size_status=!1),e.radius+=e.vs):(e.radius<=o.particles.size.anim.size_min&&(e.size_status=!0),e.radius-=e.vs),e.radius<0&&(e.radius=0)),"bounce"==o.particles.move.out_mode)var i={x_left:e.radius,x_right:o.canvas.w,y_top:e.radius,y_bottom:o.canvas.h};else i={x_left:-e.radius,x_right:o.canvas.w+e.radius,y_top:-e.radius,y_bottom:o.canvas.h+e.radius};if(e.x-e.radius>o.canvas.w?(e.x=i.x_left,e.y=Math.random()*o.canvas.h):e.x+e.radius<0&&(e.x=i.x_right,e.y=Math.random()*o.canvas.h),e.y-e.radius>o.canvas.h?(e.y=i.y_top,e.x=Math.random()*o.canvas.w):e.y+e.radius<0&&(e.y=i.y_bottom,e.x=Math.random()*o.canvas.w),"bounce"===o.particles.move.out_mode)(e.x+e.radius>o.canvas.w||e.x-e.radius<0)&&(e.vx=-e.vx),(e.y+e.radius>o.canvas.h||e.y-e.radius<0)&&(e.vy=-e.vy);if(n("grab",o.interactivity.events.onhover.mode)&&o.fn.modes.grabParticle(e),(n("bubble",o.interactivity.events.onhover.mode)||n("bubble",o.interactivity.events.onclick.mode))&&o.fn.modes.bubbleParticle(e),(n("repulse",o.interactivity.events.onhover.mode)||n("repulse",o.interactivity.events.onclick.mode))&&o.fn.modes.repulseParticle(e),o.particles.line_linked.enable||o.particles.move.attract.enable)for(var a=t+1;a0){var s=o.particles.line_linked.color_rgb_line;o.canvas.ctx.strokeStyle="rgba("+s.r+","+s.g+","+s.b+","+a+")",o.canvas.ctx.lineWidth=o.particles.line_linked.width,o.canvas.ctx.beginPath(),o.canvas.ctx.moveTo(t.x,t.y),o.canvas.ctx.lineTo(e.x,e.y),o.canvas.ctx.stroke(),o.canvas.ctx.closePath()}}},o.fn.interact.attractParticles=function(t,e){var n=t.x-e.x,r=t.y-e.y;if(Math.sqrt(n*n+r*r)<=o.particles.line_linked.distance){var i=n/(1e3*o.particles.move.attract.rotateX),a=r/(1e3*o.particles.move.attract.rotateY);t.vx-=i,t.vy-=a,e.vx+=i,e.vy+=a}},o.fn.interact.bounceParticles=function(t,e){var n=t.x-e.x,r=t.y-e.y;Math.sqrt(n*n+r*r)<=t.radius+e.radius&&(t.vx=-t.vx,t.vy=-t.vy,e.vx=-e.vx,e.vy=-e.vy)},o.fn.modes.pushParticles=function(t,e){o.tmp.pushing=!0;for(var n=0;n=0&&"mousemove"==o.interactivity.status){if(o.interactivity.modes.bubble.size!=o.particles.size.value)if(o.interactivity.modes.bubble.size>o.particles.size.value){(u=t.radius+o.interactivity.modes.bubble.size*i)>=0&&(t.radius_bubble=u)}else{var s=t.radius-o.interactivity.modes.bubble.size,u=t.radius-s*i;t.radius_bubble=u>0?u:0}var c;if(o.interactivity.modes.bubble.opacity!=o.particles.opacity.value)if(o.interactivity.modes.bubble.opacity>o.particles.opacity.value)(c=o.interactivity.modes.bubble.opacity*i)>t.opacity&&c<=o.interactivity.modes.bubble.opacity&&(t.opacity_bubble=c);else(c=t.opacity-(o.particles.opacity.value-o.interactivity.modes.bubble.opacity)*i)=o.interactivity.modes.bubble.opacity&&(t.opacity_bubble=c)}}else a();"mouseleave"==o.interactivity.status&&a()}else if(o.interactivity.events.onclick.enable&&n("bubble",o.interactivity.events.onclick.mode)){if(o.tmp.bubble_clicking){e=t.x-o.interactivity.mouse.click_pos_x,r=t.y-o.interactivity.mouse.click_pos_y;var l=Math.sqrt(e*e+r*r),h=((new Date).getTime()-o.interactivity.mouse.click_time)/1e3;h>o.interactivity.modes.bubble.duration&&(o.tmp.bubble_duration_end=!0),h>2*o.interactivity.modes.bubble.duration&&(o.tmp.bubble_clicking=!1,o.tmp.bubble_duration_end=!1)}function f(e,n,r,i,a){if(e!=n)if(o.tmp.bubble_duration_end)null!=r&&(u=e+(e-(i-h*(i-e)/o.interactivity.modes.bubble.duration)),"size"==a&&(t.radius_bubble=u),"opacity"==a&&(t.opacity_bubble=u));else if(l<=o.interactivity.modes.bubble.distance){if(null!=r)var s=r;else s=i;if(s!=e){var u=i-h*(i-e)/o.interactivity.modes.bubble.duration;"size"==a&&(t.radius_bubble=u),"opacity"==a&&(t.opacity_bubble=u)}}else"size"==a&&(t.radius_bubble=void 0),"opacity"==a&&(t.opacity_bubble=void 0)}o.tmp.bubble_clicking&&(f(o.interactivity.modes.bubble.size,o.particles.size.value,t.radius_bubble,t.radius,"size"),f(o.interactivity.modes.bubble.opacity,o.particles.opacity.value,t.opacity_bubble,t.opacity,"opacity"))}},o.fn.modes.repulseParticle=function(t){if(o.interactivity.events.onhover.enable&&n("repulse",o.interactivity.events.onhover.mode)&&"mousemove"==o.interactivity.status){var e=t.x-o.interactivity.mouse.pos_x,r=t.y-o.interactivity.mouse.pos_y,i=Math.sqrt(e*e+r*r),a={x:e/i,y:r/i},s=o.interactivity.modes.repulse.distance,u=(p=1/s*(-1*Math.pow(i/s,2)+1)*s*100,g=0,m=50,Math.min(Math.max(p,g),m)),c={x:t.x+a.x*u,y:t.y+a.y*u};"bounce"==o.particles.move.out_mode?(c.x-t.radius>0&&c.x+t.radius0&&c.y+t.radiuso.canvas.w||n.x-t.radius<0)&&(t.vx=-t.vx),(n.y+t.radius>o.canvas.h||n.y-t.radius<0)&&(t.vy=-t.vy)}}()}else 0==o.tmp.repulse_clicking&&(t.vx=t.vx_i,t.vy=t.vy_i);var p,g,m},o.fn.modes.grabParticle=function(t){if(o.interactivity.events.onhover.enable&&"mousemove"==o.interactivity.status){var e=t.x-o.interactivity.mouse.pos_x,n=t.y-o.interactivity.mouse.pos_y,r=Math.sqrt(e*e+n*n);if(r<=o.interactivity.modes.grab.distance){var i=o.interactivity.modes.grab.line_linked.opacity-r/(1/o.interactivity.modes.grab.line_linked.opacity)/o.interactivity.modes.grab.distance;if(i>0){var a=o.particles.line_linked.color_rgb_line;o.canvas.ctx.strokeStyle="rgba("+a.r+","+a.g+","+a.b+","+i+")",o.canvas.ctx.lineWidth=o.particles.line_linked.width,o.canvas.ctx.beginPath(),o.canvas.ctx.moveTo(t.x,t.y),o.canvas.ctx.lineTo(o.interactivity.mouse.pos_x,o.interactivity.mouse.pos_y),o.canvas.ctx.stroke(),o.canvas.ctx.closePath()}}}},o.fn.vendors.eventsListeners=function(){"window"==o.interactivity.detect_on?o.interactivity.el=window:o.interactivity.el=o.canvas.el,(o.interactivity.events.onhover.enable||o.interactivity.events.onclick.enable)&&(o.interactivity.el.addEventListener("mousemove",(function(t){if(o.interactivity.el==window)var e=t.clientX,n=t.clientY;else e=t.offsetX||t.clientX,n=t.offsetY||t.clientY;o.interactivity.mouse.pos_x=e,o.interactivity.mouse.pos_y=n,o.tmp.retina&&(o.interactivity.mouse.pos_x*=o.canvas.pxratio,o.interactivity.mouse.pos_y*=o.canvas.pxratio),o.interactivity.status="mousemove"})),o.interactivity.el.addEventListener("mouseleave",(function(t){o.interactivity.mouse.pos_x=null,o.interactivity.mouse.pos_y=null,o.interactivity.status="mouseleave"}))),o.interactivity.events.onclick.enable&&o.interactivity.el.addEventListener("click",(function(){if(o.interactivity.mouse.click_pos_x=o.interactivity.mouse.pos_x,o.interactivity.mouse.click_pos_y=o.interactivity.mouse.pos_y,o.interactivity.mouse.click_time=(new Date).getTime(),o.interactivity.events.onclick.enable)switch(o.interactivity.events.onclick.mode){case"push":o.particles.move.enable||1==o.interactivity.modes.push.particles_nb?o.fn.modes.pushParticles(o.interactivity.modes.push.particles_nb,o.interactivity.mouse):o.interactivity.modes.push.particles_nb>1&&o.fn.modes.pushParticles(o.interactivity.modes.push.particles_nb);break;case"remove":o.fn.modes.removeParticles(o.interactivity.modes.remove.particles_nb);break;case"bubble":o.tmp.bubble_clicking=!0;break;case"repulse":o.tmp.repulse_clicking=!0,o.tmp.repulse_count=0,o.tmp.repulse_finish=!1,setTimeout((function(){o.tmp.repulse_clicking=!1}),1e3*o.interactivity.modes.repulse.duration)}}))},o.fn.vendors.densityAutoParticles=function(){if(o.particles.number.density.enable){var t=o.canvas.el.width*o.canvas.el.height/1e3;o.tmp.retina&&(t/=2*o.canvas.pxratio);var e=t*o.particles.number.value/o.particles.number.density.value_area,n=o.particles.array.length-e;n<0?o.fn.modes.pushParticles(Math.abs(n)):o.fn.modes.removeParticles(n)}},o.fn.vendors.checkOverlap=function(t,e){for(var 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h=Math.min(e[0]/l,e[1]/c),d=[1,0,0,0,1,0,0,0,1],f=0,p=0;Number.isFinite(a.minX)&&(f=-a.minX),Number.isFinite(a.minY)&&(p=-a.minY);var m=(e[0]-(l-2*i)*h)/2,g=(e[1]-(c-2*i)*h)/2;d=ap(d,[["t",f,p],["s",h,h],["t",m,g]]),o.setMatrix(d),this.set("ratio",h),this.set("totaldx",m+f*h),this.set("totaldy",g+p*h),this.set("dx",m),this.set("dy",g),this.updateViewport()}}}}},e.prototype.getCanvas=function(){return this.get("canvas")},e.prototype.getViewport=function(){return this.get("viewport")},e.prototype.getContainer=function(){return this.get("container")},e.prototype.destroy=function(){var t;null===(t=this.get("canvas"))||void 0===t||t.destroy();var e=this.get("container");(null==e?void 0:e.parentNode)&&e.parentNode.removeChild(e)},e}(Xf);const up=sp;var lp=function(){var t=function(e,n){return t=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n])},t(e,n)};return function(e,n){if("function"!=typeof n&&null!==n)throw new TypeError("Class extends value "+String(n)+" is not a constructor or null");function r(){this.constructor=e}t(e,n),e.prototype=null===n?Object.create(n):(r.prototype=n.prototype,new r)}}();function cp(t,e,n){var r=t.x-e.x,i=t.y-e.y;return!n||Math.abs(r)>n||Math.abs(i)>n?Math.sqrt(r*r+i*i):n}function hp(t,e){var n=(e.source.y-e.target.y)/(e.source.x-e.target.x),r=(n*n*e.source.x+n*(t.y-e.source.y)+t.x)/(n*n+1);return{x:r,y:n*(r-e.source.x)+e.source.y}}var dp=function(t){function e(e){return t.call(this,e)||this}return lp(e,t),e.prototype.getDefaultCfgs=function(){return{edgeBundles:[],edgePoints:[],K:.1,lambda:.1,divisions:1,divRate:2,cycles:6,iterations:90,iterRate:.6666667,bundleThreshold:.6,eps:1e-6,onLayoutEnd:function(){},onTick:function(){}}},e.prototype.init=function(){var t=this.get("graph"),e=this.get("onTick");this.set("tick",(function(){e&&e(),t.refreshPositions()}))},e.prototype.bundling=function(t){var e=this;if(e.set("data",t),!e.isTicking()){var n=t.edges||[],r=t.nodes||[],i={},o=!1;if(r.forEach((function(t){null!==t.x&&null!==!t.y&&void 0!==t.x&&void 0!==!t.y||(o=!0),i[t.id]=t})),o)throw new Error("please layout the graph or assign x and y for nodes first");e.set("nodeIdMap",i);var a=e.get("divisions"),s=e.get("divRate"),u=e.divideEdges(a);e.set("edgePoints",u);var l=e.getEdgeBundles();e.set("edgeBundles",l);for(var c=e.get("cycles"),h=e.get("iterations"),d=e.get("iterRate"),f=e.get("lambda"),p=0;pc;){var r=c/n,a={x:i[o][e-1].x,y:i[o][e-1].y};a.x+=r*(t.x-i[o][e-1].x),a.y+=r*(t.y-i[o][e-1].y),h.push(a),n-=c,c=l}c-=n}})),h.push({x:u.x,y:u.y}),i[o]=h}})),i},e.prototype.getEdgeLength=function(t){var e=0;return t.forEach((function(n,r){0!==r&&(e+=cp(n,t[r-1]))})),e},e.prototype.getEdgeBundles=function(){var t=this,e=t.get("data").edges||[],n=t.get("bundleThreshold"),r=t.get("nodeIdMap"),i=t.get("edgeBundles");return i||(i=[]),e.forEach((function(t,e){i[e]&&void 0!==i[e]||(i[e]=[])})),e.forEach((function(o,a){var s=r[o.source],u=r[o.target];e.forEach((function(e,o){if(!(o<=a)){var l=r[e.source],c=r[e.target];t.getBundleScore({source:s,target:u},{source:l,target:c})>=n&&(i[a].push(o),i[o].push(a))}}))})),i},e.prototype.getBundleScore=function(t,e){var n=this;return t.vx=t.target.x-t.source.x,t.vy=t.target.y-t.source.y,e.vx=e.target.x-e.source.x,e.vy=e.target.y-e.source.y,t.length=cp({x:t.source.x,y:t.source.y},{x:t.target.x,y:t.target.y}),e.length=cp({x:e.source.x,y:e.source.y},{x:e.target.x,y:e.target.y}),n.getAngleScore(t,e)*n.getScaleScore(t,e)*n.getPositionScore(t,e)*n.getVisibilityScore(t,e)},e.prototype.getAngleScore=function(t,e){var n=function(t,e){return t.x*e.x+t.y*e.y}({x:t.vx,y:t.vy},{x:e.vx,y:e.vy});return n/(t.length*e.length)},e.prototype.getScaleScore=function(t,e){var n=(t.length+e.length)/2;return 2/(n/Math.min(t.length,e.length)+Math.max(t.length,e.length)/n)},e.prototype.getPositionScore=function(t,e){var n=(t.length+e.length)/2;return n/(n+cp({x:(t.source.x+t.target.x)/2,y:(t.source.y+t.target.y)/2},{x:(e.source.x+e.target.x)/2,y:(e.source.y+e.target.y)/2}))},e.prototype.getVisibilityScore=function(t,e){var n=this.getEdgeVisibility(t,e),r=this.getEdgeVisibility(e,t);return nr||Math.abs(i.y)>r){var a=1/cp(o[n][t],o[e][t]);s.x+=i.x*a,s.y+=i.y*a}})),s},e.prototype.isTicking=function(){return this.get("ticking")},e.prototype.getSimulation=function(){return this.get("forceSimulation")},e.prototype.destroy=function(){this.get("ticking")&&this.getSimulation().stop(),t.prototype.destroy.call(this)},e}(Xf);const fp=dp;var pp=function(){var t=function(e,n){return t=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n])},t(e,n)};return function(e,n){if("function"!=typeof n&&null!==n)throw new TypeError("Class extends value "+String(n)+" is not a constructor or null");function r(){this.constructor=e}t(e,n),e.prototype=null===n?Object.create(n):(r.prototype=n.prototype,new r)}}(),mp=function(){return mp=Object.assign||function(t){for(var e,n=1,r=arguments.length;n(a||r.get("height"))&&n>1||u<(s||.05*r.get("height"))&&n<1)&&(n=1),u*=n,e.set("r",u),e.set("r2",u*u);var l=e.get("d");e.set("molecularParam",(l+1)*u),e.set("delegateCenterDiff",void 0),e.magnify(t,o)}},e.prototype.scaleRByDrag=function(t){var e=this;if(t){var n,r=e.get("dragPrePos"),i=e.get("graph"),o=i.getPointByClient(t.clientX,t.clientY);n=t.x-r.x<0?.95:1/.95;var a=e.get("maxR"),s=e.get("minR"),u=e.get("r");(u>(a||i.get("height"))&&n>1||u<(s||.05*i.get("height"))&&n<1)&&(n=1),u*=n,e.set("r",u),e.set("r2",u*u);var l=e.get("d");e.set("molecularParam",(l+1)*u),e.magnify(t,o),e.set("dragPrePos",{x:t.x,y:t.y})}},e.prototype.scaleDByWheel=function(t){var e=this;if(t||t.originalEvent){t.preventDefault&&t.preventDefault();var n=0;n=t.originalEvent.wheelDelta<0?-.1:.1;var r=e.get("d")+n,i=e.get("maxD"),o=e.get("minD");if(ro){e.set("d",r);var a=e.get("r");e.set("molecularParam",(r+1)*a);var s=e.get("delegate"),u=s?{x:s.attr("x"),y:s.attr("y")}:void 0;e.set("delegateCenterDiff",void 0),e.magnify(t,u)}}},e.prototype.scaleDByDrag=function(t){var e=this,n=e.get("dragPrePos"),r=t.x-n.x>0?.1:-.1,i=e.get("d")+r,o=e.get("maxD"),a=e.get("minD");if(ia){e.set("d",i);var s=e.get("r");e.set("molecularParam",(i+1)*s),e.magnify(t)}e.set("dragPrePos",{x:t.x,y:t.y})},e.prototype.magnify=function(t,e){var n=this;n.restoreCache();var r=n.get("graph"),i=n.get("cachedMagnifiedModels"),o=n.get("cachedOriginPositions"),a=n.get("showLabel"),s=n.get("r"),u=n.get("r2"),l=n.get("d"),c=n.get("molecularParam"),h=r.getNodes(),d=h.length,f=e?{x:e.x,y:e.y}:{x:t.x,y:t.y};!n.get("dragging")||"mousemove"!==n.get("trigger")&&"click"!==n.get("trigger")||(f=n.get("cacheCenter"));var p=n.get("delegateCenterDiff");p&&(f.x+=p.x,f.y+=p.y),n.updateDelegate(f,s);for(var m=0;m\n
  • \n \n \n \n
    • \n
  • \n \n \n \n
    • \n
  • \n \n \n \n
    • \n
  • \n \n \n \n
    • \n
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    • \n
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    • \n \n '},zoomSensitivity:2}},e.prototype.init=function(){var t=this,e=this.get("graph"),n=this.get("getContent")(e),r=n;(0,x.isString)(n)&&(r=Uh(n));var i=this.get("className");r.setAttribute("class",i||"g6-component-toolbar");var o=this.get("container");o||(o=this.get("graph").get("container")),(0,x.isString)(o)&&(o=document.getElementById(o)),o.appendChild(r),this.set("toolBar",r);var a=this.get("handleClick");r.addEventListener("click",(function(n){var r=function(t){if(!t)return[];if(t.composedPath)return t.composedPath();for(var e=[],n=t.target;n;){if(e.push(n),"HTML"===n.tagName)return e.push(document,window),e;n=n.parentElement}return e}(n).filter((function(t){return"LI"===t.nodeName}));if(0!==r.length){var i=r[0].getAttribute("code");i&&(a?a(i,e):t.handleDefaultOperator(i))}}));var s=this.get("position");s&&Gf(r,{top:"".concat(s.y,"px"),left:"".concat(s.x,"px")}),this.bindUndoRedo()},e.prototype.bindUndoRedo=function(){var t=this.get("graph"),e=document.querySelector('.g6-component-toolbar li[code="undo"]'),n=document.querySelector('.g6-component-toolbar li[code="undo"] svg'),r=document.querySelector('.g6-component-toolbar li[code="redo"]'),i=document.querySelector('.g6-component-toolbar li[code="redo"] svg');e&&n&&r&&i&&(e.setAttribute("style","cursor: not-allowed"),n.setAttribute("style","opacity: 0.4"),r.setAttribute("style","cursor: not-allowed"),i.setAttribute("style","opacity: 0.4"),t.on("stackchange",(function(t){var o=t.undoStack,a=t.redoStack,s=o.length,u=a.length;0===s?(e.setAttribute("style","cursor: not-allowed"),n.setAttribute("style","opacity: 0.4")):(e.removeAttribute("style"),n.removeAttribute("style")),0===u?(r.setAttribute("style","cursor: not-allowed"),i.setAttribute("style","opacity: 0.4")):(r.removeAttribute("style"),i.removeAttribute("style"))})))},e.prototype.undo=function(){var t=this.get("graph"),e=t.getUndoStack();if(e&&0!==e.length){var n=e.pop();if(n){var r=n.action;t.pushStack(r,(0,x.clone)(n.data),"redo");var i=n.data.before;if("add"===r&&(i=n.data.after),!i)return;switch(r){case"visible":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=t.findById(e.id);e.visible?t.showItem(n,!1):t.hideItem(n,!1)}))}));break;case"render":case"update":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=t.findById(e.id);delete e.id,t.updateItem(n,e,!1),"combo"===n.getType()&&t.updateCombo(n)}))}));break;case"changedata":t.changeData(i,!1);break;case"delete":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=e.itemType;delete e.itemType,t.addItem(n,e,!1)}))}));break;case"add":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){t.removeItem(e.id,!1)}))}));break;case"updateComboTree":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){t.updateComboTree(e.id,e.parentId,!1)}))}));break;case"createCombo":var o=n.data.after.combos,a=o[o.length-1];Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){t.updateComboTree(e.id,e.parentId,!1)}))})),t.removeItem(a.id,!1);break;case"uncombo":var s=i.combos[i.combos.length-1],u=i.nodes.concat(i.combos).map((function(t){return t.id})).filter((function(t){return t!==s.id}));t.createCombo(s,u,!1);break;case"layout":t.updateLayout(i,void 0,void 0,!1)}}}},e.prototype.redo=function(){var t=this.get("graph"),e=t.getRedoStack();if(e&&0!==e.length){var n=e.pop();if(n){var r=n.action,i=n.data.after;if(t.pushStack(r,(0,x.clone)(n.data)),"delete"===r&&(i=n.data.before),!i)return;switch(r){case"visible":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=t.findById(e.id);e.visible?t.showItem(n,!1):t.hideItem(n,!1)}))}));break;case"render":case"update":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=t.findById(e.id);delete e.id,t.updateItem(n,e,!1),"combo"===n.getType()&&t.updateCombo(n)}))}));break;case"changedata":t.changeData(i,!1);break;case"delete":i.edges&&i.edges.forEach((function(e){t.removeItem(e.id,!1)})),i.nodes&&i.nodes.forEach((function(e){t.removeItem(e.id,!1)})),i.combos&&i.combos.forEach((function(e){t.removeItem(e.id,!1)}));break;case"add":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){var n=e.itemType;delete e.itemType,t.addItem(n,e,!1)}))}));break;case"updateComboTree":Object.keys(i).forEach((function(e){var n=i[e];n&&n.forEach((function(e){t.updateComboTree(e.id,e.parentId,!1)}))}));break;case"createCombo":var o=i.combos[i.combos.length-1];t.createCombo(o,o.children.map((function(t){return t.id})),!1);break;case"uncombo":var a=n.data.before.combos,s=a[a.length-1];t.uncombo(s.id,!1);break;case"layout":t.updateLayout(i,void 0,void 0,!1)}}}},e.prototype.zoomOut=function(){var t=this.get("graph"),e=t.getZoom(),n=1/(1-.05*this.get("zoomSensitivity"));n*e>(this.get("maxZoom")||t.get("maxZoom"))||t.zoomTo(e*n)},e.prototype.zoomIn=function(){var t=this.get("graph"),e=t.getZoom(),n=1-.05*this.get("zoomSensitivity");n*e<(this.get("minZoom")||t.get("minZoom"))||t.zoomTo(e*n)},e.prototype.realZoom=function(){this.get("graph").zoomTo(1)},e.prototype.autoZoom=function(){this.get("graph").fitView([20,20])},e.prototype.handleDefaultOperator=function(t){switch(t){case"redo":this.redo();break;case"undo":this.undo();break;case"zoomOut":this.zoomOut();break;case"zoomIn":this.zoomIn();break;case"realZoom":this.realZoom();break;case"autoZoom":this.autoZoom()}},e.prototype.destroy=function(){var t=this.get("toolBar");if(t){var e=this.get("container");e||(e=this.get("graph").get("container")),(0,x.isString)(e)&&(e=document.getElementById(e)),e.removeChild(t)}var n=this.get("handleClick");n&&t.removeEventListener("click",n)},e}(Xf);const wp=xp;var _p=function(){var t=function(e,n){return t=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n])},t(e,n)};return function(e,n){if("function"!=typeof n&&null!==n)throw new TypeError("Class extends value "+String(n)+" is not a constructor or null");function r(){this.constructor=e}t(e,n),e.prototype=null===n?Object.create(n):(r.prototype=n.prototype,new r)}}();"undefined"!=typeof document&&Jf()("\n .g6-component-tooltip {\n border: 1px solid #e2e2e2;\n border-radius: 4px;\n font-size: 12px;\n color: #545454;\n background-color: rgba(255, 255, 255, 0.9);\n padding: 10px 8px;\n box-shadow: rgb(174, 174, 174) 0px 0px 10px;\n }\n .tooltip-type {\n padding: 0;\n margin: 0;\n }\n .tooltip-id {\n color: #531dab;\n }\n");var Sp=function(t){function e(e){return t.call(this,e)||this}return _p(e,t),e.prototype.getDefaultCfgs=function(){return{offsetX:6,offsetY:6,getContent:function(t){return"\n

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e=t.prototype.calculateTicks.call(this);return this.nice||((0,x.last)(e)!==this.max&&e.push(this.max),(0,x.head)(e)!==this.min&&e.unshift(this.min)),e},e.prototype.getScalePercent=function(t){var e=this.ticks;if(t<(0,x.head)(e))return 0;if(t>(0,x.last)(e))return 1;var n=0;return(0,x.each)(e,(function(e,r){if(!(t>=e))return!1;n=r})),n/(e.length-1)},e}(Km);const lg=ug;const cg=function(t){function e(){var e=null!==t&&t.apply(this,arguments)||this;return e.type="quantile",e}return(0,b.__extends)(e,t),e.prototype.initCfg=function(){this.tickMethod="quantile",this.tickCount=5,this.nice=!0},e}(lg);var hg={};function dg(t,e){if(function(t){return hg[t]}(t))throw new Error("type '"+t+"' existed.");hg[t]=e}var fg=function(t){function e(){var e=null!==t&&t.apply(this,arguments)||this;return e.type="identity",e.isIdentity=!0,e}return(0,b.__extends)(e,t),e.prototype.calculateTicks=function(){return this.values},e.prototype.scale=function(t){return this.values[0]!==t&&(0,x.isNumber)(t)?t:this.range[0]},e.prototype.invert=function(t){var e=this.range;return te[1]?NaN:this.values[0]},e}(om);const pg=fg;function mg(t){var e=t.values,n=t.tickInterval,r=t.tickCount,i=t.showLast;if((0,x.isNumber)(n)){var o=(0,x.filter)(e,(function(t,e){return e%n==0})),a=(0,x.last)(e);return i&&(0,x.last)(o)!==a&&o.push(a),o}var s=e.length,u=t.min,l=t.max;if((0,x.isNil)(u)&&(u=0),(0,x.isNil)(l)&&(l=e.length-1),!(0,x.isNumber)(r)||r>=s)return e.slice(u,l+1);if(r<=0||l<=0)return[];for(var c=1===r?s:Math.floor(s/(r-1)),h=[],d=u,f=0;f=l);f++)d=Math.min(u+f*c,l),f===r-1&&i?h.push(e[l]):h.push(e[d]);return h}var gg=Math.sqrt(50),vg=Math.sqrt(10),yg=Math.sqrt(2),bg=function(){function t(){this._domain=[0,1]}return t.prototype.domain=function(t){return t?(this._domain=Array.from(t,Number),this):this._domain.slice()},t.prototype.nice=function(t){var e,n;void 0===t&&(t=5);var r,i=this._domain.slice(),o=0,a=this._domain.length-1,s=this._domain[o],u=this._domain[a];return u0?r=xg(s=Math.floor(s/r)*r,u=Math.ceil(u/r)*r,t):r<0&&(r=xg(s=Math.ceil(s*r)/r,u=Math.floor(u*r)/r,t)),r>0?(i[o]=Math.floor(s/r)*r,i[a]=Math.ceil(u/r)*r,this.domain(i)):r<0&&(i[o]=Math.ceil(s*r)/r,i[a]=Math.floor(u*r)/r,this.domain(i)),this},t.prototype.ticks=function(t){return void 0===t&&(t=5),function(t,e,n){var r,i,o,a,s=-1;if(n=+n,(t=+t)===(e=+e)&&n>0)return[t];(r=e0)for(t=Math.ceil(t/a),e=Math.floor(e/a),o=new Array(i=Math.ceil(e-t+1));++s=0?(o>=gg?10:o>=vg?5:o>=yg?2:1)*Math.pow(10,i):-Math.pow(10,-i)/(o>=gg?10:o>=vg?5:o>=yg?2:1)}function wg(t,e,n){return("ceil"===n?Math.ceil(t/e):"floor"===n?Math.floor(t/e):Math.round(t/e))*e}function _g(t,e,n){var r=wg(t,n,"floor"),i=wg(e,n,"ceil");r=(0,x.fixedBase)(r,n),i=(0,x.fixedBase)(i,n);for(var o=[],a=Math.max((i-r)/(Math.pow(2,12)-1),n),s=r;s<=i;s+=a){var u=(0,x.fixedBase)(s,a);o.push(u)}return{min:r,max:i,ticks:o}}function Sg(t,e,n){var r,i=t.minLimit,o=t.maxLimit,a=t.min,s=t.max,u=t.tickCount,l=void 0===u?5:u,c=(0,x.isNil)(i)?(0,x.isNil)(e)?a:e:i,h=(0,x.isNil)(o)?(0,x.isNil)(n)?s:n:o;if(c>h&&(h=(r=[c,h])[0],c=r[1]),l<=2)return[c,h];for(var d=(h-c)/(l-1),f=[],p=0;p=0&&(u=1),1-s/(a-1)-n+u}function Tg(t,e,n){var r=(0,x.size)(e);return 1-(0,x.indexOf)(e,t)/(r-1)-n+1}function kg(t,e,n,r,i,o){var a=(t-1)/(o-i),s=(e-1)/(Math.max(o,r)-Math.min(n,i));return 2-Math.max(a/s,s/a)}function Ig(t,e){return t>=e?2-(t-1)/(e-1):1}function Ng(t,e,n,r){var i=e-t;return 1-.5*(Math.pow(e-r,2)+Math.pow(t-n,2))/Math.pow(.1*i,2)}function Pg(t,e,n){var r=e-t;if(n>r){var i=(n-r)/2;return 1-Math.pow(i,2)/Math.pow(.1*r,2)}return 1}function Og(t,e,n,r,i,o){void 0===n&&(n=5),void 0===r&&(r=!0),void 0===i&&(i=Mg),void 0===o&&(o=[.25,.2,.5,.05]);var a=n<0?0:Math.round(n);if(Number.isNaN(t)||Number.isNaN(e)||"number"!=typeof t||"number"!=typeof e||!a)return{min:0,max:0,ticks:[]};if(e-t<1e-15||1===a)return{min:t,max:e,ticks:[t]};if(e-t>1e148){var s=(e-t)/(_=n||5);return{min:t,max:e,ticks:Array(_).fill(null).map((function(e,n){return Eg(t+s*n)}))}}for(var u={score:-2,lmin:0,lmax:0,lstep:0},l=1;l<1/0;){for(var c=0;cu.score&&(!r||E<=t&&M>=e)&&(u.lmin=E,u.lmax=M,u.lstep=A,u.score=I)}g+=1}f+=1}}l+=1}var N=Eg(u.lmax),P=Eg(u.lmin),O=Eg(u.lstep),L=Math.floor(function(t){return Math.round(1e12*t)/1e12}((N-P)/O))+1,R=new Array(L);R[0]=Eg(P);for(c=1;c1&&(i*=Math.ceil(a)),r&&iGm)for(var u=Dg(n),l=Math.ceil(o/Gm),c=s;c<=u+l;c+=l)a.push(zg(c));else if(o>Hm){var h=Math.ceil(o/Hm),d=Fg(e),f=function(t,e){var n=Dg(t),r=Dg(e),i=Fg(t);return 12*(r-n)+(Fg(e)-i)%12}(e,n);for(c=0;c<=f+h;c+=h)a.push(Bg(s,c+d))}else if(o>Vm){var p=(b=new Date(e)).getFullYear(),m=b.getMonth(),g=b.getDate(),v=Math.ceil(o/Vm),y=function(t,e){return Math.ceil((e-t)/Vm)}(e,n);for(c=0;cjm){p=(b=new Date(e)).getFullYear(),m=b.getMonth(),v=b.getDate();var b,x=b.getHours(),w=Math.ceil(o/jm),_=function(t,e){return Math.ceil((e-t)/jm)}(e,n);for(c=0;c<=_+w;c+=w)a.push(new Date(p,m,v,x+c).getTime())}else if(o>Um){var S=function(t,e){return Math.ceil((e-t)/6e4)}(e,n),E=Math.ceil(o/Um);for(c=0;c<=S+E;c+=E)a.push(e+c*Um)}else{var M=o;M=512&&console.warn("Notice: current ticks length("+a.length+') >= 512, may cause performance issues, even out of memory. Because of the configure "tickInterval"(in milliseconds, current is '+o+") is too small, increase the value to solve the problem!"),a})),rm("log",(function(t){var e,n=t.base,r=t.tickCount,i=t.min,o=t.max,a=t.values,s=tg(n,o);if(i>0)e=Math.floor(tg(n,i));else{var u=eg(a,n,o);e=Math.floor(tg(n,u))}for(var l=s-e,c=Math.ceil(l/r),h=[],d=e;d=0?1:-1;return Math.pow(t,e)*n}))})),rm("quantile",(function(t){var e=t.tickCount,n=t.values;if(!n||!n.length)return[];for(var r=n.slice().sort((function(t,e){return t-e})),i=[],o=0;op?(s.show(),l.show(),p=c.minX+c.width+10):(s.hide(),l.hide()),s})),this.controllerBtnGroup=new $p(nv({group:this.group,x:this.x,y:this.y+r+25,width:n,height:35},this.controllerCfg)),this.updateStartEnd(0),this.updateUI(),a.move(this.x,this.y),this.bindEvents(),this.currentMode===Xp&&(this.minHandlerShape.hide(),this.foregroundShape.hide(),this.minTextShape.hide())},t.prototype.bindEvents=function(){var t=this,e=this.group.find((function(t){return"minHandlerShape"===t.get("name")}));e&&(e.on("minHandlerShape-handler:mousedown",this.onMouseDown(this.minHandlerShape)),e.on("minHandlerShape-handler:touchstart",this.onMouseDown(this.minHandlerShape)));var n=this.group.find((function(t){return"maxHandlerShape"===t.get("name")}));n&&(n.on("maxHandlerShape-handler:mousedown",this.onMouseDown(this.maxHandlerShape)),n.on("maxHandlerShape-handler:touchstart",this.onMouseDown(this.maxHandlerShape))),this.foregroundShape.on("mousedown",this.onMouseDown(this.foregroundShape)),this.foregroundShape.on("touchstart",this.onMouseDown(this.foregroundShape)),this.group.on("".concat(kp,":click"),(function(){t.isPlay=!t.isPlay,t.currentHandler=t.maxHandlerShape,t.changePlayStatus()})),this.group.on("".concat(Ip,":click"),(function(){t.currentHandler=t.maxHandlerShape,t.updateStartEnd(.01),t.updateUI()})),this.group.on("".concat(Np,":click"),(function(){t.currentHandler=t.maxHandlerShape,t.updateStartEnd(-.01),t.updateUI()})),this.group.on(Tp,(function(e){var n=e.type,r=e.speed;t.currentSpeed=r,t.currentMode=n,n===Xp?(t.minHandlerShape.hide(),t.foregroundShape.hide(),t.minTextShape.hide()):n===Yp&&(t.minHandlerShape.show(),t.foregroundShape.show(),t.minTextShape.show())}))},t.prototype.adjustTickIndex=function(t){for(var e=0;e1&&(this.start=1),this.end>1&&(this.end=1),this.end<0&&(this.end=0);var e=this.x+this.start*this.width,n=this.x+this.end*this.width;this.foregroundShape.attr("x",e),this.foregroundShape.attr("width",n-e);var r=(0,x.get)(this.handlerStyle,"width",2);this.setText(this.minText,this.maxText);var i=this.dodgeText([e,n]),o=i[0],a=i[1];this.minHandlerShape.setX(e-r/2),(0,x.each)(o,(function(e,n){return t.minTextShape.attr(n,e)})),this.maxHandlerShape.setX(n-r/2),(0,x.each)(a,(function(e,n){return t.maxTextShape.attr(n,e)})),this.currentMode===Yp?this.graph.emit(Cp,{value:[this.start,this.end].sort()}):this.currentMode===Xp&&this.graph.emit(Cp,{value:[this.end,this.end]})},t.prototype.dodgeText=function(t){var e,n,r=(0,x.get)(this.handlerStyle,"width",2),i=this.minTextShape,o=this.maxTextShape,a=t[0],s=t[1],u=!1;a>s&&(a=(e=[s,a])[0],s=e[1],i=(n=[o,i])[0],o=n[1],u=!0);var l=i.getBBox(),c=o.getBBox(),h=null,d=null;return"trend"===this.timeBarType?(h=a-l.widththis.x+this.width?{x:s-r/2-2,textAlign:"right"}:{x:s+r/2+2,textAlign:"left"}):"simple"===this.timeBarType&&(h=i.attr("x")>l.width?{x:a,textAlign:"center"}:{x:a,textAlign:"left"},d=o.attr("x")>this.width-c.width?{x:s,textAlign:"right"}:{x:s,textAlign:"center"}),u?[d,h]:[h,d]},t.prototype.startPlay=function(){var t=this;return"undefined"!=typeof window?window.requestAnimationFrame((function(){var e=t,n=e.ticks,r=e.width,i=t.currentSpeed,o=r/n.length/(1e3*(10-i)/60),a=t.adjustOffsetRange(o/t.width);t.updateStartEnd(a),t.updateUI(),t.isPlay&&(t.playHandler=t.startPlay())})):void 0},t.prototype.changePlayStatus=function(t){void 0===t&&(t=!0),this.controllerBtnGroup.playButton.update({isPlay:this.isPlay}),this.isPlay?(this.playHandler=this.startPlay(),this.graph.emit(Mp,null)):this.playHandler&&("undefined"!=typeof window&&window.cancelAnimationFrame(this.playHandler),t&&this.graph.emit(Ap,null))},t.prototype.destory=function(){this.graph.off(Cp,(function(){}));var t=this.group,e=t.find((function(t){return"minHandlerShape"===t.get("name")}));e&&(e.off("minHandlerShape-handler:mousedown"),e.off("minHandlerShape-handler:touchstart"),e.destroy());var n=t.find((function(t){return"maxHandlerShape"===t.get("name")}));n&&(n.off("maxHandlerShape-handler:mousedown"),n.off("maxHandlerShape-handler:touchstart"),n.destroy()),this.foregroundShape.off("mousedown"),this.foregroundShape.off("touchstart"),this.foregroundShape.destroy(),t.off("".concat(kp,":click")),t.off("".concat(Ip,":click")),t.off("".concat(Np,":click")),t.off(Tp),t.destroy(),this.trendComponent&&this.trendComponent.destory()},t}();const dv=hv;var fv=function(){var t=function(e,n){return t=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n])},t(e,n)};return function(e,n){if("function"!=typeof n&&null!==n)throw new TypeError("Class extends value "+String(n)+" is not a constructor or null");function r(){this.constructor=e}t(e,n),e.prototype=null===n?Object.create(n):(r.prototype=n.prototype,new r)}}(),pv=function(){return pv=Object.assign||function(t){for(var e,n=1,r=arguments.length;n")),{position:"relative"}),a)&&this.get("graph").get("container").appendChild(t);this.set("timeBarContainer",t),e="SVG"===n.get("renderer")?new Rh({container:t,width:i,height:o}):new Ic({container:t,width:i,height:o}),this.get("containerCSS")&&Gf(t,this.get("containerCSS")),this.set("canvas",e)},e.prototype.init=function(){this.initContainer();var t=this.get("canvas").addGroup({name:"timebar-group"});this.set("timeBarGroup",t),this.renderTrend(),this.initEvent();var e="undefined"!=typeof window&&window.getComputedStyle(document.body,null).getPropertyValue("font-family")||"Arial, sans-serif";this.set("fontFamily",e)},e.prototype.play=function(){this.togglePlay(!0)},e.prototype.pause=function(){this.togglePlay(!1)},e.prototype.togglePlay=function(t){var e=this.get("timebar");e&&(e.isPlay=!!t,e.changePlayStatus())},e.prototype.renderTrend=function(){var t=this,e=this._cfgs,n=e.width,r=e.x,i=e.y,o=e.padding,a=e.type,s=e.trend,u=e.slider,l=e.controllerCfg,c=e.textStyle,h=e.tick,d=e.backgroundStyle,f=e.foregroundStyle,p=s.data,m=mv(s,["data"]),g=n-2*o,v="trend"===a?26:4,y=this.get("graph"),b=this.get("timeBarGroup"),x=this.get("canvas"),w=null;if("trend"===a||"simple"===a){var _=this.get("getValue");w=new dv(pv(pv({graph:y,canvas:x,group:b,type:a,x:r+o,y:"trend"===a?i+o:i+o+15,width:g,height:v,padding:o,backgroundStyle:d,foregroundStyle:f,trendCfg:pv(pv({},m),{data:p.map((function(t){return(null==_?void 0:_(t))||t.value}))})},u),{tick:{ticks:p,tickLabelFormatter:h.tickLabelFormatter,tickLabelStyle:h.tickLabelStyle,tickLineStyle:h.tickLineStyle},handlerStyle:pv(pv({},u.handlerStyle),{height:u.height||v}),controllerCfg:l,textStyle:c}))}else"tick"===a&&(w=new em(pv({graph:y,canvas:x,group:b,x:r+o,y:i+o,width:n,height:42,padding:2,controllerCfg:l},h)));var S=function e(){var n=t.get("timebar");n.draggingHandler=!1,n.isPlay&&(n.isPlay=!1,n.currentHandler=n.maxHandlerShape,n.changePlayStatus()),document.removeEventListener("mouseup",e)};x.on("mousedown",(function(t){"maxHandlerShape-handler"!==t.target.get("name")&&"minHandlerShape-handler"!==t.target.get("name")&&t.target!==w.foregroundShape||document.addEventListener("mouseup",S)})),this.set("timebar",w)},e.prototype.filterData=function(t){var e,n=t.value;if(!n){n=[];var r=this._cfgs.type;r&&"trend"!==r&&"simple"!==r?"tick"===r&&(n[0]=this._cfgs.tick.start,n[1]=this._cfgs.tick.end):(n[0]=this._cfgs.slider.start,n[1]=this._cfgs.slider.end)}var i=null,o=this._cfgs.type;if("trend"===o||"simple"===o?i=this._cfgs.trend.data:"tick"===o&&(i=this._cfgs.tick.data),i&&0!==i.length){var a=this.get("rangeChange"),s=this.get("graph"),u=Math.round(i.length*n[0]),l=Math.round(i.length*n[1]);l=l>=i.length?i.length-1:l,u=u>=i.length?i.length-1:u;var c=null===(e=this._cfgs.tick)||void 0===e?void 0:e.tickLabelFormatter,h=c?c(i[u]):i[u].date,d=c?c(i[l]):i[l].date;if("tick"!==o)this.get("timebar").setText(h,d);if(a)a(s,h,d);else{(!this.cacheGraphData||this.cacheGraphData.nodes&&0===this.cacheGraphData.nodes.length)&&(this.cacheGraphData=s.get("data"));var f=this.get("filterItemTypes"),p=this.get("changeData"),m=this.get("getDate"),g=this.get("shouldIgnore"),v=i[u].date,y=i[l].date;if(p||void 0===p){var b=this.cacheGraphData.nodes,x=this.cacheGraphData.edges,w={},_={};s.getNodes().forEach((function(t){return w[t.getID()]=!0})),s.getEdges().forEach((function(t){return _[t.getID()]=!0})),f.includes("node")&&(null==b||b.forEach((function(t){var e=+((null==m?void 0:m(t))||t.date),n=e>=v&&e<=y||(null==g?void 0:g("node",t,{min:v,max:y})),r=w[t.id];r&&!n?(s.removeItem(t.id),w[t.id]=!1):!r&&n&&(s.addItem("node",t),w[t.id]=!0)})),null==x||x.forEach((function(t){var e=w[t.source]&&w[t.target]||(null==g?void 0:g("edge",t,{min:v,max:y})),n=!!s.findById(t.id);n&&!e?(s.removeItem(t.id),_[t.id]=!1):!n&&e?(s.addItem("edge",t),_[t.id]=!0):n||(_[t.id]=!1)}))),(this.get("filterEdge")||f.includes("edge"))&&(null==x||x.filter((function(t){var e=+((null==m?void 0:m(t))||t.date),n=e>=v&&e<=y||(null==g?void 0:g("edge",t,{min:v,max:y})),r=w[t.source]&&w[t.target],i=n&&r,o=_[t.id];o&&!i?(_[t.id]=!1,s.removeItem(t.id)):!o&&i&&(_[t.id]=!0,s.addItem("edge",t))})))}else f.includes("node")&&s.getNodes().forEach((function(t){var e=t.getModel();if(!(null==g?void 0:g("node",e,{min:v,max:y}))){var n=+((null==m?void 0:m(e))||e.date);ny?s.hideItem(t):s.showItem(t)}})),(this.get("filterEdge")||f.includes("edge"))&&s.getEdges().forEach((function(t){var e=t.getModel();if(!(null==g?void 0:g("edge",e,{min:i[u].date,max:i[l].date}))){var n=+((null==m?void 0:m(e))||e.date);if(ni[l].date)s.hideItem(t);else{var r=t.getSource().isVisible(),o=t.getTarget().isVisible();r&&o&&s.showItem(t)}}}))}}else console.warn("请配置 TimeBar 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    \n ").concat(c,"\n ")}},e.prototype.init=function(){var t=this;if(!t.destroyed){var e=t.get("graph").getContainer(),n=t.get("container");this.get("containerCfg")?(n=this.createContainer(),e.appendChild(n)):n=e,this.set("container",n);var r=e.getBoundingClientRect(),i=new Ic({container:e,width:r.right-r.left,height:r.bottom-r.top});Gf(i.get("el"),{position:"absolute",top:0,left:0,pointerEvents:"none"}),window.addEventListener("resize",(0,x.debounce)((function(){return t.resizeCanvas(t)}),100));var o=i.addGroup({id:"annotation-link-group"});t.set("linkGroup",o),t.set("canvas",i),t.get("getTitle")||t.set("getTitle",(function(t){var e,n=(null===(e=null==t?void 0:t.getModel)||void 0===e?void 0:e.call(t))||{},r=n.label,i=n.id;return r||i||"-"})),t.get("getContent")||t.set("getContent",(function(t){var e,n;if(!t)return"-";var r=(null===(e=t.getModel)||void 0===e?void 0:e.call(t))||{},i=r.label,o=r.id,a=null===(n=t.getType)||void 0===n?void 0:n.call(t),s=a?"".concat(a,": "):"";return"".concat(s).concat(i||o||"")}));var a=t.get("defaultData");a&&this.readData(a)}},e.prototype.createContainer=function(){var t=this;if(!this.destroyed){var e=this.get("containerCfg"),n=this.get("graph"),r=n.getContainer(),i=r.getBoundingClientRect(),o=i.left,a=i.right,s=i.top,u=i.bottom-s,l=a-o,c=e.position,h=void 0===c?"top":c,d=e.offsetX,f=void 0===d?0:d,p=e.offsetY,m=void 0===p?0:p,g=Uv(e,["position","offsetX","offsetY"]),v=e.height,y=void 0===v?"fit-content":v,b=e.width,w=void 0===b?n.getWidth():b;"100%"===y&&(y=u),"100%"===w&&(w=l);var _="unset",S="unset",E={};switch(h){case"right":_="".concat(u,"px"),(E={top:0,right:0}).right+=o+f,E.top+=s+m;break;case"bottom":S="".concat(l,"px"),(E={bottom:0,left:0}).left+=o+f,E.bottom+=s+m;break;case"top":S="".concat(l,"px");case"left":_="".concat(u,"px");default:(E={top:0,left:0}).left+=o+f,E.top+=s+m}Object.keys(E).forEach((function(t){E[t]="".concat(E[t],"px")}));var M=Uh("
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n=e.style,r=Gv(n.left),i=Gv(n.top),o=e.getBoundingClientRect(),a=o.width,l=o.height,d=r,f=i;r+a>c-s&&(d=c-s-a),r<0&&(d=0),i+l>h-u&&(f=h-u-l),i<0&&(f=0),Gf(e,{left:"".concat(d,"px"),top:"".concat(f,"px")})}})),e.updateLinks()},e.prototype.showAnnotation=function(t){if(!this.destroyed){var e=t.item;this.toggleAnnotation(e)}},e.prototype.hideCards=function(){var t=this;if(!t.destroyed){var e=t.get("cardInfoMap")||{};Object.keys(e).forEach((function(e){t.hideCard(e)}))}},e.prototype.toggleAnnotation=function(t,e){var n,r;void 0===e&&(e={});var i=this;if(!i.destroyed){var o=i.get("cardInfoMap")||{},a=i.get("graph"),s=i.get("container"),u=i.get("containerCfg"),l=Object.assign({},i.get("cardCfg")||{},e),c=l.minHeight,h=l.minWidth,d=l.width,f=l.height,p=l.collapsed,m=void 0!==p&&p,g=l.x,v=l.y,y=l.title,b=l.content,w=l.maxTitleLength,_=l.defaultBegin,S=Uv(l,["minHeight","minWidth","width","height","collapsed","x","y","title","content","maxTitleLength","defaultBegin"]),E=i.get("linkGroup"),M=this.get("rows")||[[]],A=null===(n=t.isCanvas)||void 0===n?void 0:n.call(t),C=A?jv:t.getID(),T=o[C]||{},k=T.card,I=T.link,N=T.x,P=T.y,O=T.title,L=T.content,R=this.get("getTitle"),D=this.get("getContent"),z=this.get("getContentPlaceholder")||function(){return""},F=this.get("getTitlePlaceHolder")||function(){return""},B=z(t),U=F(t),j=Uh(this.getDOMContent(Bv({itemId:C,collapsed:m,title:(null===(r=O||y||(null==R?void 0:R(t)))||void 0===r?void 0:r.substr(0,w))||U,content:L||b||(null==D?void 0:D(t))||B},S))),V=(0,x.isNumber)(c)?"".concat(c,"px"):c;Gf(j,{minHeight:m?"unset":V,minWidth:(0,x.isNumber)(h)?"".concat(h,"px"):h,height:f,width:d});var H,G=!!k;if(G?(null==I||I.remove(!0),s.replaceChild(j,k)):s.appendChild(j),!u){if(H=s.getBoundingClientRect()||{},void 0!==g&&void 0!==v)N=g,P=v;else if(!G&&!A){var W=H.top,X=_||{},Y=X.left,q=X.right,$=void 0===q?16:q,K=X.top,Z=void 0===K?8:K,Q=X.bottom,J=$,tt=Z;isNaN(Y)||(J=s.scrollWidth-Y),isNaN(Q)||(tt=s.scrollHeight-Q);var et=(0,x.isNumber)(h)?h:100;N=s.scrollWidth-j.scrollWidth-(M.length-1)*et-J;var nt=M[M.length-1],rt=(nt[nt.length-1]||{}).bbox;P=(null==rt?void 0:rt.bottom)-W||tt}Gf(j,{position:"absolute",left:"".concat(N,"px"),top:"".concat(P,"px"),cusor:u?"unset":"move"})}this.bindListener(j,C);var it=j.getBoundingClientRect();if(!A){var ot=Hv(t,it,a,this.get("canvas")),at=this.get("linkStyle");I=E.addShape("path",{attrs:Bv({lineWidth:1,lineDash:[5,5],stroke:"#ccc",path:ot},at)})}if(o[C]=Bv(Bv({},o[C]||{}),{id:C,collapsed:m,card:j,link:I,x:N,y:P,cardBBox:it,content:L||b,title:O||y,contentPlaceholder:B,titlePlaceholder:U,isCanvas:A}),i.set("cardInfoMap",o),u)this.updateCardPositionsInConatainer(),this.updateLinks();else{var st=!isNaN(g)&&!isNaN(v);if(!G&&!A&&!st){var ut=H.bottom,lt=void 0===ut?0:ut;W=H.top;M[M.length-1].push({id:C,bbox:it}),it.top>lt-W-it.height-16&&M.push([]),this.set("rows",M)}}this.updateCardSize(C);var ct=this.get("onAnnotationChange");null==ct||ct(o[C],G?"update":"create")}},e.prototype.updateCardPositionsInConatainer=function(){if(!this.destroyed){var t=this.get("cardInfoMap");if(t){var e=this.get("container"),n=this.get("containerCfg").position,r=e.getBoundingClientRect().width,i=getComputedStyle(e),o=Gv(i.paddingLeft)+Gv(i.paddingRight);r-=o,Object.values(t).forEach((function(t){var e=t.card,i=e.getBoundingClientRect().width;switch(n){case"right":Gf(e,{marginLeft:r?"".concat(r-i,"px"):"0px"});break;case"top":case"bottom":Gf(e,{marginLeft:"8px"})}}))}}},e.prototype.handleExpandCollapseCard=function(t){if(!this.destroyed){var e=this.get("graph"),n=this.get("cardInfoMap");if(n){var r=n[t].collapsed,i=e.findById(t);if(i)"hide"!==this.get("cardCfg").collapseType||r?this.toggleAnnotation(i,{collapsed:!r}):this.hideCard(t),n[t]=Bv(Bv({},n[t]),{collapsed:!r})}}},e.prototype.hideCard=function(t){if(!this.destroyed){var e=this.get("cardInfoMap");if(e&&e[t]){var n=e[t],r=n.card,i=n.link;Gf(r,{display:"none"}),null==i||i.hide(),this.get("onAnnotationChange")(e[t],"hide")}}},e.prototype.removeCard=function(t){if(!this.destroyed){var e=this.get("cardInfoMap");if(e){var n=e[t],r=n.card,i=n.link;this.get("container").removeChild(r),null==i||i.remove(!0),delete e[t],this.get("onAnnotationChange")(n,"remove")}}},e.prototype.bindListener=function(t,e){var n=this;if(!this.destroyed){t.addEventListener("mousemove",(function(t){var r;if("g6-annotation-collapse"===t.target.className?r="collapse":"g6-annotation-expand"===t.target.className?r="expand":"g6-annotation-close"===t.target.className&&(r="close"),r){var i=n.get("cardCfg").onMouseEnterIcon;(void 0===i?function(){}:i)(t,e,r)}})),t.addEventListener("mouseout",(function(t){var r;if("g6-annotation-collapse"===t.target.className?r="collapse":"g6-annotation-expand"===t.target.className?r="expand":"g6-annotation-close"===t.target.className&&(r="close"),r){var i=n.get("cardCfg").onMouseLeaveIcon;(void 0===i?function(){}:i)(t,e,r)}})),t.addEventListener("mouseenter",(function(t){var r=n.get("cardInfoMap");if(r){var i=n.get("graph"),o=i.findById(e);if(o){var a=n.get("itemHighlightState");i.setItemState(o,a,!0)}var s=r[e].link;if(s){var u=n.get("linkHighlightStyle")||{};s.attr(u)}}})),t.addEventListener("mouseleave",(function(t){var r=n.get("cardInfoMap");if(r){var i=n.get("graph"),o=i.findById(e);if(o){var a=n.get("itemHighlightState");i.setItemState(o,a,!1)}var s=r[e].link;if(s){var u=n.get("linkHighlightStyle")||{};Object.keys(u).forEach((function(t){s.attr(t,void 0),s.attr(t,void 0)}));var l=n.get("linkStyle");s.attr(l)}}})),t.addEventListener("click",(function(t){var r=(n.get("cardCfg")||{}).onClickIcon;if("g6-annotation-collapse"===t.target.className||"g6-annotation-expand"===t.target.className)"hide"===n.get("cardCfg").collapseType?n.hideCard(e):n.handleExpandCollapseCard(e),null==r||r(t,e,"g6-annotation-collapse"===t.target.className?"collapse":"expand");else if("g6-annotation-close"===t.target.className){"remove"===n.get("cardCfg").closeType?n.removeCard(e):n.hideCard(e),null==r||r(t,e,"close")}})),this.get("editable")&&t.addEventListener("dblclick",(function(t){var r=n.get("cardInfoMap"),i=(n.get("cardCfg")||{}).maxTitleLength,o=void 0===i?20:i;if(r){var a=t.target,s=a.className;if("g6-annotation-title"===s||"g6-annotation-content"===s){var u="g6-annotation-title"===s?a.getBoundingClientRect():a.parentNode.getBoundingClientRect(),l=u.width,c=u.height,h=getComputedStyle(a),d=Uh("<".concat("g6-annotation-title"===s?"input":"textarea",' class="').concat(s,'-input" type="textarea" style="width:').concat(l,"px; height: ").concat(c,'px; min-width: 16px;"/>')),f=Uh('
    '));f.appendChild(d),a.parentNode.replaceChild(f,a);var p=r[e],m=p.contentPlaceholder,g=p.titlePlaceholder,v=p.content,y=p.title,b=v;"g6-annotation-title"===s?(d.name="title",d.maxLength=o,b=y):d.name="content",b?(d.innerHTML=a.innerHTML,d.value=a.innerHTML):d.placeholder="g6-annotation-title"===s?g:m,d.focus(),d.addEventListener("blur",(function(t){d.value&&(a.innerHTML=d.value,p[d.name||"title"]=d.value),f.parentNode.replaceChild(a,f),n.updateCardSize(e);var r=n.get("onAnnotationChange");null==r||r(p,"update")}))}}}));var r=["g6-annotation-title","g6-annotation-content","g6-annotation-title-input","g6-annotation-content-input"];t.draggable=!0,t.addEventListener("dragstart",(function(e){var i=e.target.className;if(!r.includes(i)){var o=t.style;n.set("dragging",{card:t,x:e.clientX,y:e.clientY,left:Gv(o.left),top:Gv(o.top)})}})),t.addEventListener("drag",(function(t){t.preventDefault();var r=n.get("cardInfoMap");if(r){var i=t.clientX,o=t.clientY,a=n.get("dragging");if(!isNaN(i)&&!isNaN(o)&&a){var s=a.x,u=a.y,l=a.left,c=a.top,h=a.card,d=i-s,f=o-u;l+=d,c+=f;var p=n.get("graph"),m=p.getPointByCanvas(0,0),g=p.getPointByCanvas(p.getWidth(),p.getHeight()),v=p.getClientByPoint(m.x,m.y),y=v.x,b=v.y,x=p.getClientByPoint(g.x,g.y),w=x.x,_=x.y,S=h.getBoundingClientRect();(l>w-y-(S.right-S.left)&&d>0||l<0&&d<0)&&(l-=d),(c>_-b-(S.bottom-S.top)&&f>0||c<0&&f<0)&&(c-=f),Gf(h,{left:"".concat(l,"px"),top:"".concat(c,"px"),visibility:"hidden"}),s=i,u=o;var E=(r[e]||{}).link;if(E){var M=p.findById(e);E.attr("path",Hv(M,S,p,n.get("canvas")))}n.set("dragging",{x:s,y:u,left:l,top:c,card:h})}}}));t.addEventListener("dragend",(function(t){var r=n.get("cardInfoMap");if(r){var i=n.get("dragging");if(i){var o=i.left,a=i.top,s=i.card;r[e].x=o,r[e].y=a,Gf(s,{visibility:"visible"}),n.set("dragging",!1);var u=n.get("rows");null==u||u.forEach((function(t){for(var n=t.length-1;n>=0;n--)t[n].id===e&&t.splice(n,1)}));var l=n.get("onAnnotationChange");null==l||l(r[e],"update")}}}))}},e.prototype.updateCardSize=function(t){var e=this.get("cardInfoMap");if(e){var n=e[t].card,r=n.getBoundingClientRect().width,i=n.getElementsByClassName("g6-annotation-title")[0];if(i){var o=getComputedStyle(i),a=Gv(o.marginLeft),s=i.getBoundingClientRect().width;Gf(i,{marginRight:"".concat(r-a-24-16-s,"px")})}}},e.prototype.updateLink=function(t){var e=t.item;if(e){var n=this.get("cardInfoMap");if(n){var r=this.get("canvas"),i=this.get("graph"),o=n[e.getID()]||{},a=o.link,s=o.card;if(a){var u=Hv(e,s.getBoundingClientRect(),i,r);a.attr("path",u)}}}},e.prototype.updateLinks=function(){var t=this;if(!this.destroyed){var e=this.get("cardInfoMap");if(e){var n=this.get("graph");Object.values(e).forEach((function(e){var r=e.id,i=n.findById(r);t.updateLink({item:i})}))}}},e.prototype.onGraphDataChange=function(){var t=this,e=this.get("cardInfoMap");if(e){var n=this.get("graph");Object.values(e).forEach((function(e){var r=e.id,i=e.card,o=e.isCanvas;if(i&&!o&&"none"!==i.style.display){var a=n.findById(r);a&&a.isVisible()?t.toggleAnnotation(a):t.hideCard(r)}}))}},e.prototype.onGraphItemVisibilityChange=function(t){var e=t.item,n=t.visible;if(e&&!e.destroyed){var r=this.get("cardInfoMap");if(r){var i=e.getID();r[i]&&(n||this.hideCard(i))}}},e.prototype.saveData=function(t){void 0===t&&(t=!1);var e=this.get("cardInfoMap");if(e){var n=this.get("graph"),r=this.get("getTitle"),i=this.get("getContent"),o=[];return Object.values(e).forEach((function(e){var a=e.title,s=e.content,u=e.x,l=e.y,c=e.id,h=e.collapsed,d=e.card;if(!d||"none"!==d.style.display||t){var f=n.findById(c)||n.get("canvas");o.push({id:c,x:u,y:l,collapsed:h,title:a||(null==r?void 0:r(f)),content:s||(null==i?void 0:i(f)),visible:d&&"none"!==d.style.display})}})),o}},e.prototype.readData=function(t){var e=this,n=this.get("graph");t.forEach((function(t){var r=t.id,i=t.x,o=t.y,a=t.title,s=t.content,u=t.collapsed,l=t.visible,c=n.findById(r);if(c||r!==jv||(c=n.get("canvas")),!c){var h=e.get("cardInfoMap")||{};return h[r]=t,void e.set("cardInfoMap",h)}e.toggleAnnotation(c,{x:i,y:o,title:a,content:s,collapsed:u}),l||e.hideCard(r)}))},e.prototype.clear=function(){var t=this.get("cardInfoMap");if(t){var e=this.get("container");Object.values(t).forEach((function(t){var n=t.card,r=t.link;e.removeChild(n),null==r||r.remove(!0)})),this.set("cardInfoMap",{})}},e.prototype.destroy=function(){var t;this.clear(),null===(t=this.get("canvas"))||void 0===t||t.destroy();var e=this.get("graph");e&&!e.destroyed&&(this.get("containerCfg")&&e.getContainer().removeChild(this.get("container")),this.destroyed=!0)},e}(Xf);var Hv=function(t,e,n,r){var i,o;if("edge"===t.getType())o=[t.getKeyShape().getPoint(.5)];else{var a=null===(i=t.getKeyShape)||void 0===i?void 0:i.call(t).getBBox(),s=a.minX,u=a.minY,l=a.maxX,c=a.maxY,h=t.getModel(),d=h.x,f=h.y;o={left:{x:s+=d,y:((u+=f)+(c+=f))/2},right:{x:l+=d,y:(u+c)/2},top:{x:(s+l)/2,y:u},bottom:{x:(s+l)/2,y:c}}}Object.keys(o).forEach((function(t){var e=o[t],i=e.x,a=e.y,s=n.getClientByPoint(i,a);o[t]=r.getPointByClient(s.x,s.y)}));var p=e.top,m=void 0===p?0:p,g=e.left,v=void 0===g?0:g,y=e.right,b=void 0===y?0:y,x=e.bottom,w=void 0===x?0:x,_={left:r.getPointByClient(v,(m+w)/2),right:r.getPointByClient(b,(m+w)/2),top:r.getPointByClient((v+b)/2,m),bottom:r.getPointByClient((v+b)/2,w)};return function(t,e){var n,r,i=1/0;Object.keys(t).forEach((function(o){var a=t[o];Object.keys(e).forEach((function(t){var o=e[t],s=a.x-o.x,u=a.y-o.y,l=s*s+u*u;i>l&&(i=l,n=a,r=o)}))}));var o=el.getControlPoint(n,r,.5,20);return[["M",n.x,n.y],["Q",o.x,o.y,r.x,r.y]]}(o,_)},Gv=function(t){return Number(t.replace(/\s+|px/gi,""))||0};const Wv={PluginBase:Xf,Menu:np,Grid:Zf,Minimap:up,Bundling:fp,ToolBar:wp,Tooltip:Ep,Fisheye:yp,TimeBar:vv,ImageMinimap:wv,EdgeFilterLens:Cv,SnapLine:Pv,Legend:zv,Annotation:Vv};al("circle",{options:{size:cl.defaultNode.size,style:{x:0,y:0,stroke:cl.defaultNode.style.stroke,fill:cl.defaultNode.style.fill,lineWidth:cl.defaultNode.style.lineWidth},labelCfg:{style:{fill:cl.nodeLabel.style.fill,fontSize:cl.nodeLabel.style.fontSize,fontFamily:cl.windowFontFamily}},linkPoints:{top:!1,right:!1,bottom:!1,left:!1,size:cl.defaultNode.linkPoints.size,lineWidth:cl.defaultNode.linkPoints.lineWidth,fill:cl.defaultNode.linkPoints.fill,stroke:cl.defaultNode.linkPoints.stroke},icon:{show:!1,img:"https://gw.alipayobjects.com/zos/bmw-prod/5d015065-8505-4e7a-baec-976f81e3c41d.svg",width:20,height:20},stateStyles:(0,b.__assign)({},cl.nodeStateStyles)},shapeType:"circle",labelPosition:"center",drawShape:function(t,e){var n=(this.mergeStyle||this.getOptions(t)).icon,r=void 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f="link-point-right";e.shapeMap[f]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:h,y:0,r:u/2||l||5}),className:f,name:f,isAnchorPoint:!0})}if(i){var p="link-point-top";e.shapeMap[p]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:0,y:-h,r:u/2||l||5}),className:p,name:p,isAnchorPoint:!0})}if(s){var m="link-point-bottom";e.shapeMap[m]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:0,y:h,r:u/2||l||5}),className:m,name:m,isAnchorPoint:!0})}}},getShapeStyle:function(t){var e=(this.mergeStyle||this.getOptions(t)).style,n={stroke:t.color},r=(0,x.deepMix)({},e,n),i=this.getSize(t)[0]/2;return(0,b.__assign)({x:0,y:0,r:i},r)},update:function(t,e,n){var r=e.getContainer(),i=this.getSize(t),o=(0,b.__assign)({},t.style);void 0===t.style.stroke&&t.color&&(o.stroke=t.color),void 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0===n?{}:n,i=r.top,o=r.left,a=r.right,s=r.bottom,u=r.size,l=r.r,c=(0,b.__rest)(r,["top","left","right","bottom","size","r"]),h=this.getSize(t),d=h[0],f=h[1];o&&(e.shapeMap["link-point-left"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:-d/2,y:0,r:u/2||l||5}),className:"link-point-left",name:"link-point-left",isAnchorPoint:!0})),a&&(e.shapeMap["link-point-right"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:d/2,y:0,r:u/2||l||5}),className:"link-point-right",name:"link-point-right",isAnchorPoint:!0})),i&&(e.shapeMap["link-point-top"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:0,y:-f/2,r:u/2||l||5}),className:"link-point-top",name:"link-point-top",isAnchorPoint:!0})),s&&(e.shapeMap["link-point-bottom"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:0,y:f/2,r:u/2||l||5}),className:"link-point-bottom",name:"link-point-bottom",isAnchorPoint:!0}))},getShapeStyle:function(t){var e=(this.mergeStyle||this.getOptions(t)).style,n={stroke:t.color},r=(0,x.mix)({},e,n),i=this.getSize(t),o=r.width||i[0],a=r.height||i[1];return(0,b.__assign)({x:-o/2,y:-a/2,width:o,height:a},r)},update:function(t,e,n){var r=e.getContainer(),i=this.getOptions({}).style,o=this.getSize(t),a=e.get("keyShape");t.size||(o[0]=a.attr("width")||i.width,o[1]=a.attr("height")||i.height);var s={stroke:t.color,x:-o[0]/2,y:-o[1]/2,width:o[0],height:o[1]},u=(0,x.mix)({},i,a.attr(),s);u=(0,x.mix)(u,t.style),this.updateShape(t,e,u,!1,n),this.updateLinkPoints(t,r)}},"single-node"),al("ellipse",{options:{size:[80,40],style:{x:0,y:0,stroke:cl.defaultNode.style.stroke,fill:cl.defaultNode.style.fill,lineWidth:cl.defaultNode.style.lineWidth},labelCfg:{style:{fill:cl.nodeLabel.style.fill,fontSize:cl.nodeLabel.style.fontSize,fontFamily:cl.windowFontFamily}},linkPoints:{top:!1,right:!1,bottom:!1,left:!1,size:cl.defaultNode.linkPoints.size,lineWidth:cl.defaultNode.linkPoints.lineWidth,fill:cl.defaultNode.linkPoints.fill,stroke:cl.defaultNode.linkPoints.stroke},icon:{show:!1,img:"https://gw.alipayobjects.com/zos/bmw-prod/5d015065-8505-4e7a-baec-976f81e3c41d.svg",width:20,height:20},stateStyles:(0,b.__assign)({},cl.nodeStateStyles)},shapeType:"ellipse",labelPosition:"center",drawShape:function(t,e){var n=(this.mergeStyle||this.getOptions(t)).icon,r=void 0===n?{}:n,i=this.getShapeStyle(t),o=e.addShape("ellipse",{attrs:i,className:"ellipse-keyShape",name:"ellipse-keyShape",draggable:!0});e.shapeMap["ellipse-keyShape"]=o;var a=r.width,s=r.height,u=r.show,l=r.text;return u&&(e.shapeMap["".concat(this.type,"-icon")]=l?e.addShape("text",{attrs:(0,b.__assign)({x:0,y:0,fontSize:12,fill:"#000",stroke:"#000",textBaseline:"middle",textAlign:"center"},r),className:"".concat(this.type,"-icon"),name:"".concat(this.type,"-icon"),draggable:!0}):e.addShape("image",{attrs:(0,b.__assign)({x:-a/2,y:-s/2},r),className:"".concat(this.type,"-icon"),name:"".concat(this.type,"-icon"),draggable:!0})),this.drawLinkPoints(t,e),o},drawLinkPoints:function(t,e){var n=(this.mergeStyle||this.getOptions(t)).linkPoints,r=void 0===n?{}:n,i=r.top,o=r.left,a=r.right,s=r.bottom,u=r.size,l=r.r,c=(0,b.__rest)(r,["top","left","right","bottom","size","r"]),h=this.getSize(t),d=h[0]/2,f=h[1]/2;o&&(e.shapeMap["link-point-left"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:-d,y:0,r:u/2||l||5}),className:"link-point-left",name:"link-point-left",isAnchorPoint:!0})),a&&(e.shapeMap["link-point-right"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:d,y:0,r:u/2||l||5}),className:"link-point-right",name:"link-point-right",isAnchorPoint:!0})),i&&(e.shapeMap["link-point-top"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:0,y:-f,r:u/2||l||5}),className:"link-point-top",name:"link-point-top",isAnchorPoint:!0})),s&&(e.shapeMap["link-point-bottom"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:0,y:f,r:u/2||l||5}),className:"link-point-bottom",name:"link-point-bottom",isAnchorPoint:!0}))},getShapeStyle:function(t){var e=(this.mergeStyle||this.getOptions(t)).style,n={stroke:t.color},r=(0,x.mix)({},e,n),i=this.getSize(t),o=i[0]/2,a=i[1]/2;return(0,b.__assign)({x:0,y:0,rx:o,ry:a},r)},update:function(t,e,n){var r=e.getContainer(),i=this.getOptions({}).style,o=this.getSize(t),a={stroke:t.color,rx:o[0]/2,ry:o[1]/2},s=e.get("keyShape"),u=(0,x.mix)({},i,s.attr(),a);u=(0,x.mix)(u,t.style),this.updateShape(t,e,u,!0,n),this.updateLinkPoints(t,r)}},"single-node"),al("diamond",{options:{size:[80,80],style:{stroke:cl.defaultNode.style.stroke,fill:cl.defaultNode.style.fill,lineWidth:cl.defaultNode.style.lineWidth},labelCfg:{style:{fill:cl.nodeLabel.style.fill,fontSize:cl.nodeLabel.style.fontSize,fontFamily:cl.windowFontFamily}},linkPoints:{top:!1,right:!1,bottom:!1,left:!1,size:cl.defaultNode.linkPoints.size,lineWidth:cl.defaultNode.linkPoints.lineWidth,fill:cl.defaultNode.linkPoints.fill,stroke:cl.defaultNode.linkPoints.stroke},icon:{show:!1,img:"https://gw.alipayobjects.com/zos/bmw-prod/5d015065-8505-4e7a-baec-976f81e3c41d.svg",width:20,height:20},stateStyles:(0,b.__assign)({},cl.nodeStateStyles)},shapeType:"diamond",labelPosition:"center",drawShape:function(t,e){var n=(this.mergeStyle||this.getOptions(t)).icon,r=void 0===n?{}:n,i=this.getShapeStyle(t),o=e.addShape("path",{attrs:i,className:"".concat(this.type,"-keyShape"),name:"".concat(this.type,"-keyShape"),draggable:!0});e.shapeMap["".concat(this.type,"-keyShape")]=o;var a=r.width,s=r.height,u=r.show,l=r.text;return u&&(e.shapeMap["".concat(this.type,"-icon")]=l?e.addShape("text",{attrs:(0,b.__assign)({x:0,y:0,fontSize:12,fill:"#000",stroke:"#000",textBaseline:"middle",textAlign:"center"},r),className:"".concat(this.type,"-icon"),name:"".concat(this.type,"-icon"),draggable:!0}):e.addShape("image",{attrs:(0,b.__assign)({x:-a/2,y:-s/2},r),className:"".concat(this.type,"-icon"),name:"".concat(this.type,"-icon"),draggable:!0})),this.drawLinkPoints(t,e),o},drawLinkPoints:function(t,e){var n=(this.mergeStyle||this.getOptions(t)).linkPoints,r=void 0===n?{}:n,i=r.top,o=r.left,a=r.right,s=r.bottom,u=r.size,l=r.r,c=(0,b.__rest)(r,["top","left","right","bottom","size","r"]),h=this.getSize(t),d=h[0],f=h[1];o&&(e.shapeMap["link-point-left"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:-d/2,y:0,r:u/2||l||5}),className:"link-point-left",name:"link-point-left",isAnchorPoint:!0})),a&&(e.shapeMap["link-point-right"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:d/2,y:0,r:u/2||l||5}),className:"link-point-right",name:"link-point-right",isAnchorPoint:!0})),i&&(e.shapeMap["link-point-top"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:0,y:-f/2,r:u/2||l||5}),className:"link-point-top",name:"link-point-top",isAnchorPoint:!0})),s&&(e.shapeMap["link-point-bottom"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},c),{x:0,y:f/2,r:u/2||l||5}),className:"link-point-bottom",name:"link-point-bottom",isAnchorPoint:!0}))},getPath:function(t){var e=this.getSize(t),n=e[0],r=e[1];return[["M",0,-r/2],["L",n/2,0],["L",0,r/2],["L",-n/2,0],["Z"]]},getShapeStyle:function(t){var e=(this.mergeStyle||this.getOptions(t)).style,n={stroke:t.color},r=(0,x.mix)({},e,n),i=this.getPath(t);return(0,b.__assign)({path:i},r)},update:function(t,e,n){var r=e.getContainer(),i=this.getOptions({}).style,o=this.getPath(t),a={stroke:t.color,path:o},s=e.get("keyShape"),u=(0,x.mix)({},i,s.attr(),a);u=(0,x.mix)(u,t.style),this.updateShape(t,e,u,!0,n),this.updateLinkPoints(t,r)}},"single-node"),al("triangle",{options:{size:40,direction:"up",style:{stroke:cl.defaultNode.style.stroke,fill:cl.defaultNode.style.fill,lineWidth:cl.defaultNode.style.lineWidth},labelCfg:{style:{fill:cl.nodeLabel.style.fill,fontSize:cl.nodeLabel.style.fontSize},offset:15},linkPoints:{top:!1,right:!1,bottom:!1,left:!1,size:cl.defaultNode.linkPoints.size,lineWidth:cl.defaultNode.linkPoints.lineWidth,fill:cl.defaultNode.linkPoints.fill,stroke:cl.defaultNode.linkPoints.stroke},icon:{show:!1,img:"https://gw.alipayobjects.com/zos/bmw-prod/5d015065-8505-4e7a-baec-976f81e3c41d.svg",width:20,height:20,offset:6},stateStyles:(0,b.__assign)({},cl.nodeStateStyles)},shapeType:"triangle",labelPosition:"bottom",drawShape:function(t,e){var n=this.mergeStyle||this.getOptions(t),r=n.icon,i=void 0===r?{}:r,o=n.direction,a=this.getShapeStyle(t),s=t.direction||o,u=e.addShape("path",{attrs:a,className:"".concat(this.type,"-keyShape"),name:"".concat(this.type,"-keyShape"),draggable:!0});e.shapeMap["".concat(this.type,"-keyShape")]=u;var l=i.width,c=i.height,h=i.show,d=i.offset,f=i.text;if(h)if(f)e.shapeMap["".concat(this.type,"-icon")]=e.addShape("text",{attrs:(0,b.__assign)({x:0,y:0,fontSize:12,fill:"#000",stroke:"#000",textBaseline:"middle",textAlign:"center"},i),className:"".concat(this.type,"-icon"),name:"".concat(this.type,"-icon"),draggable:!0});else{var p=-l/2,m=-c/2;"up"!==s&&"down"!==s||(m+=d),"left"!==s&&"right"!==s||(p+=d),e.shapeMap["".concat(this.type,"-icon")]=e.addShape("image",{attrs:(0,b.__assign)({x:p,y:m},i),className:"".concat(this.type,"-icon"),name:"".concat(this.type,"-icon"),draggable:!0})}return this.drawLinkPoints(t,e),u},drawLinkPoints:function(t,e){var n=this.mergeStyle||this.getOptions(t),r=n.linkPoints,i=void 0===r?{}:r,o=n.direction,a=t.direction||o,s=i.top,u=i.left,l=i.right,c=i.bottom,h=i.size,d=i.r,f=(0,b.__rest)(i,["top","left","right","bottom","size","r"]),p=this.getSize(t)[0];if(u){var m=null,g=p*Math.sin(1/3*Math.PI),v=p*Math.sin(1/3*Math.PI);"up"===a?m=[-v,g]:"down"===a?m=[-v,-g]:"left"===a&&(m=[-v,v-g]),m&&(e.shapeMap["link-point-left"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},f),{x:m[0],y:m[1],r:h/2||d||5}),className:"link-point-left",name:"link-point-left"}))}if(l){var y=null;g=p*Math.sin(1/3*Math.PI),v=p*Math.sin(1/3*Math.PI);"up"===a?y=[v,g]:"down"===a?y=[v,-g]:"right"===a&&(y=[v,v-g]),y&&(e.shapeMap["link-point-right"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},f),{x:y[0],y:y[1],r:h/2||d||5}),className:"link-point-right",name:"link-point-right"}))}if(s){var x=null;g=p*Math.sin(1/3*Math.PI),v=p*Math.sin(1/3*Math.PI);"up"===a?x=[v-g,-g]:"left"===a?x=[v,-g]:"right"===a&&(x=[-v,-g]),x&&(e.shapeMap["link-point-top"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},f),{x:x[0],y:x[1],r:h/2||d||5}),className:"link-point-top",name:"link-point-top"}))}if(c){var w=null;g=p*Math.sin(1/3*Math.PI),v=p*Math.sin(1/3*Math.PI);"down"===a?w=[-v+g,g]:"left"===a?w=[v,g]:"right"===a&&(w=[-v,g]),w&&(e.shapeMap["link-point-bottom"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},f),{x:w[0],y:w[1],r:h/2||d||5}),className:"link-point-bottom",name:"link-point-bottom"}))}},getPath:function(t){var e=(this.mergeStyle||this.getOptions(t)).direction,n=t.direction||e,r=this.getSize(t)[0],i=r*Math.sin(1/3*Math.PI),o=r*Math.sin(1/3*Math.PI),a=[["M",-o,i],["L",0,-i],["L",o,i],["Z"]];return"down"===n?a=[["M",-o,-i],["L",o,-i],["L",0,i],["Z"]]:"left"===n?a=[["M",-o,o-i],["L",o,-o],["L",o,o],["Z"]]:"right"===n&&(a=[["M",o,o-i],["L",-o,o],["L",-o,-o],["Z"]]),a},getShapeStyle:function(t){var e=(this.mergeStyle||this.getOptions(t)).style,n={stroke:t.color},r=(0,x.mix)({},e,n),i=this.getPath(t);return(0,b.__assign)({path:i},r)},update:function(t,e,n){var r=e.getContainer(),i=this.getOptions({}).style,o=this.getPath(t),a={stroke:t.color,path:o},s=e.get("keyShape"),u=(0,x.mix)({},i,s.attr(),a);u=(0,x.mix)(u,t.style),this.updateShape(t,e,u,!0,n),this.updateLinkPoints(t,r)},updateLinkPoints:function(t,e){var n=this.getOptions({}),r=n.linkPoints,i=n.direction,o=t.direction||i,a=e.shapeMap["link-point-left"]||e.find((function(t){return"link-point-left"===t.get("className")})),s=e.shapeMap["link-point-right"]||e.find((function(t){return"link-point-right"===t.get("className")})),u=e.shapeMap["link-point-top"]||e.find((function(t){return"link-point-top"===t.get("className")})),l=e.shapeMap["link-point-bottom"]||e.find((function(t){return"link-point-bottom"===t.get("className")})),c=r,h=a||s||u||l;h&&(c=h.attr());var d=(0,x.mix)({},c,t.linkPoints),f=d.fill,p=d.stroke,m=d.lineWidth,g=d.size/2;g||(g=d.r);var v=t.linkPoints?t.linkPoints:{left:void 0,right:void 0,top:void 0,bottom:void 0},y=v.left,w=v.right,_=v.top,S=v.bottom,E=this.getSize(t)[0],M={r:g,fill:f,stroke:p,lineWidth:m},A=null,C=E*Math.sin(1/3*Math.PI),T=E*Math.sin(1/3*Math.PI);"up"===o?A=[-T,C]:"down"===o?A=[-T,-C]:"left"===o&&(A=[-T,T-C]),A&&(a?y||void 0===y?a.attr((0,b.__assign)((0,b.__assign)({},M),{x:A[0],y:A[1]})):(a.remove(),delete e.shapeMap["link-point-left"]):y&&(e.shapeMap["link-point-left"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},M),{x:A[0],y:A[1]}),className:"link-point-left",name:"link-point-left",isAnchorPoint:!0})));var k=null;"up"===o?k=[T,C]:"down"===o?k=[T,-C]:"right"===o&&(k=[T,T-C]),k&&(s?w||void 0===w?s.attr((0,b.__assign)((0,b.__assign)({},M),{x:k[0],y:k[1]})):(s.remove(),delete e.shapeMap["link-point-right"]):w&&(e.shapeMap["link-point-right"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},M),{x:k[0],y:k[1]}),className:"link-point-right",name:"link-point-right",isAnchorPoint:!0})));var I=null;"up"===o?I=[T-C,-C]:"left"===o?I=[T,-C]:"right"===o&&(I=[-T,-C]),I&&(u?_||void 0===_?u.attr((0,b.__assign)((0,b.__assign)({},M),{x:I[0],y:I[1]})):(u.remove(),delete 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n=(this.mergeStyle||this.getOptions(t)).preRect,r=void 0===n?{}:n,i=this.getShapeStyle(t),o=this.getSize(t),a=o[0],s=o[1],u=e.addShape("rect",{attrs:i,className:"".concat(this.type,"-keyShape"),name:"".concat(this.type,"-keyShape"),draggable:!0});e.shapeMap["".concat(this.type,"-keyShape")]=u;var l=r.show,c=(0,b.__rest)(r,["show"]);return l&&(e.shapeMap["pre-rect"]=e.addShape("rect",{attrs:(0,b.__assign)({x:-a/2,y:-s/2,height:s},c),className:"pre-rect",name:"pre-rect",draggable:!0})),this.drawLogoIcon(t,e),this.drawStateIcon(t,e),this.drawLinkPoints(t,e),u},drawLogoIcon:function(t,e){var n=(this.mergeStyle||this.getOptions(t)).logoIcon,r=void 0===n?{}:n,i=this.getSize(t)[0];if(r.show){var o=r.width,a=r.height,s=r.x,u=r.y,l=r.offset,c=r.text,h=(0,b.__rest)(r,["width","height","x","y","offset","text"]);e.shapeMap["rect-logo-icon"]=c?e.addShape("text",{attrs:(0,b.__assign)({x:0,y:0,fontSize:12,fill:"#000",stroke:"#000",textBaseline:"middle",textAlign:"center"},h),className:"rect-logo-icon",name:"rect-logo-icon",draggable:!0}):e.addShape("image",{attrs:(0,b.__assign)((0,b.__assign)({},h),{x:s||-i/2+o+l,y:u||-a/2,width:o,height:a}),className:"rect-logo-icon",name:"rect-logo-icon",draggable:!0})}},drawStateIcon:function(t,e){var n=(this.mergeStyle||this.getOptions(t)).stateIcon,r=void 0===n?{}:n,i=this.getSize(t)[0];if(r.show){var o=r.width,a=r.height,s=r.x,u=r.y,l=r.offset,c=r.text,h=(0,b.__rest)(r,["width","height","x","y","offset","text"]);e.shapeMap["rect-state-icon"]=c?e.addShape("text",{attrs:(0,b.__assign)({x:0,y:0,fontSize:12,fill:"#000",stroke:"#000",textBaseline:"middle",textAlign:"center"},h),className:"rect-state-icon",name:"rect-state-icon",draggable:!0}):e.addShape("image",{attrs:(0,b.__assign)((0,b.__assign)({},h),{x:s||i/2-o+l,y:u||-a/2,width:o,height:a}),className:"rect-state-icon",name:"rect-state-icon",draggable:!0})}},drawLinkPoints:function(t,e){var n=(this.mergeStyle||this.getOptions(t)).linkPoints,r=void 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_=d.shapeMap["node-label"]||d.find((function(t){return"node-label"===t.get("className")})),S=d.shapeMap["rect-description"]||d.find((function(t){return"rect-description"===t.get("className")}));if(t.label)if(_){var E=t.labelCfg?t.labelCfg.style:{},M=(0,x.mix)({},_.attr(),E);t.label&&(M.text=t.label),M.x=w,(0,x.isString)(t.description)&&(M.y=-5),S&&(S.resetMatrix(),S.attr({x:w})),_.resetMatrix(),_.attr(M)}else d.shapeMap["node-label"]=d.addShape("text",{attrs:(0,b.__assign)((0,b.__assign)({},a.style),{x:w,y:t.description?-5:7,text:t.label}),className:"node-label",name:"node-label",draggable:!0,labelRelated:!0});if((0,x.isString)(t.description)){var A=u.paddingTop;if(S){E=t.descriptionCfg?t.descriptionCfg.style:{};var C=(0,x.mix)({},S.attr(),E);(0,x.isString)(t.description)&&(C.text=t.description),C.x=w,S.resetMatrix(),S.attr((0,b.__assign)((0,b.__assign)({},C),{y:17+(A||0)}))}else d.shapeMap["rect-description"]=d.addShape("text",{attrs:(0,b.__assign)((0,b.__assign)({},u.style),{x:w,y:17+(A||0),text:t.description}),className:"rect-description",name:"rect-description",draggable:!0,labelRelated:!0})}var T=d.shapeMap["pre-rect"]||d.find((function(t){return"pre-rect"===t.get("className")}));if(T&&!T.destroyed){var k=(0,x.mix)({},T.attr(),t.preRect);T.attr((0,b.__assign)((0,b.__assign)({},k),{x:-c/2,y:-h/2,height:h}))}if(f&&!f.destroyed)if(v||void 0===v){var I=m.width,N=m.height,P=m.x,O=m.y,L=m.offset,R=(0,b.__rest)(m,["width","height","x","y","offset"]);f.attr((0,b.__assign)((0,b.__assign)({},R),{x:P||-c/2+I+L,y:O||-N/2,width:I,height:N}))}else f.remove(),delete d.shapeMap["pre-rect"];else v&&this.drawLogoIcon(t,d);var D=d.shapeMap["rect-state-icon"]||d.find((function(t){return"rect-state-icon"===t.get("className")})),z=D?D.attr():{},F=(0,x.mix)({},z,t.stateIcon);if(D){F.show||void 0===F.show||(D.remove(),delete d.shapeMap["rect-state-icon"]);var B=F.width,U=(N=F.height,P=F.x,O=F.y,F.offset),j=(0,b.__rest)(F,["width","height","x","y","offset"]);D.attr((0,b.__assign)((0,b.__assign)({},j),{x:P||c/2-B+U,y:O||-N/2,width:B,height:N}))}else 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f=Math.cos(.1*Math.PI)*d,p=Math.sin(.1*Math.PI)*d;e.shapeMap["link-point-right"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},h),{x:f,y:-p,r:l/2||c||5}),className:"link-point-right",name:"link-point-right"})}if(i){f=Math.cos(.5*Math.PI)*d,p=Math.sin(.5*Math.PI)*d;e.shapeMap["link-point-top"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},h),{x:f,y:-p,r:l/2||c||5}),className:"link-point-top",name:"link-point-top"})}if(o){f=Math.cos(.9*Math.PI)*d,p=Math.sin(.9*Math.PI)*d;e.shapeMap["link-point-left"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},h),{x:f,y:-p,r:l/2||c||5}),className:"link-point-left",name:"link-point-left"})}if(s){f=Math.cos(1.3*Math.PI)*d,p=Math.sin(1.3*Math.PI)*d;e.shapeMap["link-point-bottom"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},h),{x:f,y:-p,r:l/2||c||5}),className:"link-point-left-bottom",name:"link-point-left-bottom"})}if(u){f=Math.cos(1.7*Math.PI)*d,p=Math.sin(1.7*Math.PI)*d;e.shapeMap["link-point-right-bottom"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},h),{x:f,y:-p,r:l/2||c||5}),className:"link-point-right-bottom",name:"link-point-right-bottom"})}},getPath:function(t){var e=this.getSize(t)[0],n=3*e/8,r=t.innerR||n;return el.getStarPath(e,r)},getShapeStyle:function(t){var e=(this.mergeStyle||this.getOptions(t)).style,n={stroke:t.color},r=(0,x.mix)({},e,n),i=this.getPath(t);return(0,b.__assign)({path:i},r)},update:function(t,e,n){var r=e.getContainer(),i=this.getOptions({}).style,o=this.getPath(t),a={stroke:t.color,path:o},s=e.get("keyShape"),u=(0,x.mix)({},i,s.attr(),a);u=(0,x.mix)(u,t.style),this.updateShape(t,e,u,!0,n),this.updateLinkPoints(t,r)},updateLinkPoints:function(t,e){var n=this.getOptions({}).linkPoints,r=e.shapeMap["link-point-left"]||e.find((function(t){return"link-point-left"===t.get("className")})),i=e.shapeMap["link-point-right"]||e.find((function(t){return"link-point-right"===t.get("className")})),o=e.shapeMap["link-point-top"]||e.find((function(t){return"link-point-top"===t.get("className")})),a=e.shapeMap["link-point-left-bottom"]||e.find((function(t){return"link-point-left-bottom"===t.get("className")})),s=e.shapeMap["link-point-left-bottom"]||e.find((function(t){return"link-point-right-bottom"===t.get("className")})),u=n,l=r||i||o||a||s;l&&(u=l.attr());var c=(0,x.mix)({},u,t.linkPoints),h=c.fill,d=c.stroke,f=c.lineWidth,p=c.size/2;p||(p=c.r);var m=t.linkPoints?t.linkPoints:{left:void 0,right:void 0,top:void 0,leftBottom:void 0,rightBottom:void 0},g=m.left,v=m.right,y=m.top,w=m.leftBottom,_=m.rightBottom,S=this.getSize(t)[0],E={r:p,fill:h,stroke:d,lineWidth:f},M=Math.cos(.1*Math.PI)*S,A=Math.sin(.1*Math.PI)*S;i?v||void 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e.shapeMap["link-point-left"]):g&&(e.shapeMap["link-point-left"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},E),{x:M,y:-A}),className:"link-point-left",name:"link-point-left",isAnchorPoint:!0})),M=Math.cos(1.3*Math.PI)*S,A=Math.sin(1.3*Math.PI)*S,a?w||void 0===w?a.attr((0,b.__assign)((0,b.__assign)({},E),{x:M,y:-A})):(a.remove(),delete e.shapeMap["link-point-left-bottom"]):w&&(e.shapeMap["link-point-left-bottom"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},E),{x:M,y:-A}),className:"link-point-left-bottom",name:"link-point-left-bottom",isAnchorPoint:!0})),M=Math.cos(1.7*Math.PI)*S,A=Math.sin(1.7*Math.PI)*S,s?_||void 0===_?s.attr((0,b.__assign)((0,b.__assign)({},E),{x:M,y:-A})):(s.remove(),delete e.shapeMap["link-point-right-bottom"]):_&&(e.shapeMap["link-point-right-bottom"]=e.addShape("circle",{attrs:(0,b.__assign)((0,b.__assign)({},E),{x:M,y:-A}),className:"link-point-right-bottom",name:"link-point-right-bottom",isAnchorPoint:!0}))}},"single-node");var Xv=el.defaultSubjectColors,Yv="fan-shape-";al("donut",{options:{size:cl.defaultNode.size,style:{x:0,y:0,stroke:cl.defaultNode.style.stroke,fill:cl.defaultNode.style.fill,lineWidth:cl.defaultNode.style.lineWidth},labelCfg:{style:{fill:cl.nodeLabel.style.fill,fontSize:cl.nodeLabel.style.fontSize,fontFamily:cl.windowFontFamily}},linkPoints:{top:!1,right:!1,bottom:!1,left:!1,size:cl.defaultNode.linkPoints.size,lineWidth:cl.defaultNode.linkPoints.lineWidth,fill:cl.defaultNode.linkPoints.fill,stroke:cl.defaultNode.linkPoints.stroke},icon:{show:!1,img:"https://gw.alipayobjects.com/zos/bmw-prod/5d015065-8505-4e7a-baec-976f81e3c41d.svg",width:20,height:20},stateStyles:(0,b.__assign)({},cl.nodeStateStyles)},shapeType:"circle",labelPosition:"center",drawShape:function(t,e){var n=(this.mergeStyle||this.getOptions(t)).icon,r=void 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e,n=this;if(this.mousedown=!1,this.dragstart=!1,"undefined"!=typeof window&&this.windowEventBinded&&(this.windowEventBinded=!1,document.body.removeEventListener("contextmenu",this.onDragEnd.bind(this)),document.body.removeEventListener("mouseup",this.onDragEnd.bind(this))),this.origin){null===(e=this.cachedCaptureItems)||void 0===e||e.forEach((function(t){t.getContainer().set("capture",!0)})),this.cachedCaptureItems=[],this.delegateRect&&(this.delegateRect.remove(),this.delegateRect=null),this.get("updateEdge")&&this.enableOptimize&&!this.enableDelegate&&this.targets.forEach((function(t){t.getEdges().forEach((function(t){n.hidenEdge[t.getID()]&&t.show(),t.refresh()}))})),this.hidenEdge={};var r=this.graph;if(r.get("enabledStack")&&this.enableStack){var i={before:{nodes:[],edges:[],combos:[]},after:{nodes:[],edges:[],combos:[]}};this.get("beforeDragNodes").forEach((function(t){i.before.nodes.push(t)})),this.targets.forEach((function(t){var e=t.getModel(),n=e.x,r=e.y,o=e.id;i.after.nodes.push({x:n,y:r,id:o})})),r.pushStack("update",(0,x.clone)(i))}r.emit("dragnodeend",{items:this.targets,targetItem:null}),this.point={},this.origin=null,this.originPoint={},this.targets.length=0,this.targetCombo=null}},onDropCombo:function(t){var e=t.item;if(this.currentShouldEnd=this.shouldEnd(t,e,this),this.updatePositions(t,!this.currentShouldEnd),this.currentShouldEnd&&this.validationCombo(e)){var n=this.graph;if(this.comboActiveState&&n.setItemState(e,this.comboActiveState,!1),this.targetCombo=e,this.onlyChangeComboSize)n.updateCombos();else{var r=e.getModel();this.targets.map((function(t){t.getModel().comboId!==r.id&&n.updateComboTree(t,r.id)})),n.updateCombo(e)}n.emit("dragnodeend",{items:this.targets,targetItem:this.targetCombo})}},onDropCanvas:function(t){var e=this.graph;this.currentShouldEnd=this.shouldEnd(t,void 0,this),this.updatePositions(t,!this.currentShouldEnd),this.targets&&0!==this.targets.length&&this.currentShouldEnd&&(this.onlyChangeComboSize?this.updateParentCombos():this.targets.map((function(t){t.getModel().comboId&&e.updateComboTree(t)})))},onDropNode:function(t){if(this.targets&&0!==this.targets.length){var e=this,n=t.item,r=e.graph,i=n.getModel().comboId,o=i?r.findById(i):void 0;if(this.currentShouldEnd=this.shouldEnd(t,o,this),this.updatePositions(t,!this.currentShouldEnd),this.currentShouldEnd){if(this.onlyChangeComboSize)this.updateParentCombos();else if(i){var a=r.findById(i);e.comboActiveState&&r.setItemState(a,e.comboActiveState,!1),this.targets.map((function(t){var e=t.getModel();i!==e.comboId&&r.updateComboTree(t,i)})),r.updateCombo(a)}else this.targets.map((function(t){t.getModel().comboId&&r.updateComboTree(t)}));r.emit("dragnodeend",{items:this.targets,targetItem:n})}}},onDragEnter:function(t){var e=t.item;if(this.validationCombo(e)){var n=this.graph;this.comboActiveState&&n.setItemState(e,this.comboActiveState,!0)}},onDragLeave:function(t){var e=t.item;if(this.validationCombo(e)){var n=this.graph;this.comboActiveState&&n.setItemState(e,this.comboActiveState,!1)}},updatePositions:function(t,e){var n=this;this.targets&&0!==this.targets.length&&(this.get("enableDelegate")?this.enableDebounce?this.debounceUpdate({targets:this.targets,graph:this.graph,point:this.point,origin:this.origin,evt:t,updateEdge:this.get("updateEdge"),onlyChangeComboSize:this.onlyChangeComboSize,updateParentCombos:this.updateParentCombos}):e||this.targets.map((function(e){return n.update(e,t)})):this.targets.map((function(r){return n.update(r,t,e)})))},update:function(t,e,n){var r=this.origin,i=t.get("model"),o=t.get("id");this.point[o]||(this.point[o]={x:i.x||0,y:i.y||0});var a=e.x-r.x+this.point[o].x,s=e.y-r.y+this.point[o].y;n&&(a+=r.x-e.x,s+=r.y-e.y);var u={x:a,y:s};this.get("updateEdge")?this.graph.updateItem(t,u,!1):t.updatePosition(u)},debounceUpdate:(0,x.debounce)((function(t){var e=t.targets,n=t.graph,r=t.point,i=t.origin,o=t.evt,a=t.updateEdge,s=t.onlyChangeComboSize,u=t.updateParentCombos;e.map((function(t){var e=t.get("model"),s=t.get("id");r[s]||(r[s]={x:e.x||0,y:e.y||0});var u={x:o.x-i.x+r[s].x,y:o.y-i.y+r[s].y};a?n.updateItem(t,u,!1):t.updatePosition(u)})),s&&u(n,e)}),50,!0),updateDelegate:function(t){var e=this.graph;if(this.delegateRect){var n=t.x-this.origin.x+this.originPoint.minX,r=t.y-this.origin.y+this.originPoint.minY;this.delegateRect.attr({x:n,y:r})}else{var i=e.get("group"),o=(0,x.deepMix)({},Gd.delegateStyle,this.delegateStyle),a=this.calculationGroupPosition(t),s=a.x,u=a.y,l=a.width,c=a.height,h=a.minX,d=a.minY;this.originPoint={x:s,y:u,width:l,height:c,minX:h,minY:d},this.delegateRect=i.addShape("rect",{attrs:(0,b.__assign)({width:l,height:c,x:s,y:u},o),name:"rect-delegate-shape"}),this.delegate=this.delegateRect,this.delegateRect.set("capture",!1)}},calculationGroupPosition:function(t){var e=this.targets;0===e.length&&e.push(t.item);for(var n=1/0,r=-1/0,i=1/0,o=-1/0,a=0;ar&&(r=c),h>o&&(o=h)}return{x:Math.floor(n),y:Math.floor(i),width:Math.ceil(r)-Math.floor(n),height:Math.ceil(o)-Math.floor(i),minX:n,minY:i}},updateParentCombos:function(t,e){var n=t||this.graph,r=e||this.targets,i={};null==r||r.forEach((function(t){var e=t.getModel().comboId;e&&(i[e]=n.findById(e))})),Object.values(i).forEach((function(t){t&&n.updateCombo(t)}))}};var Ny=null;const Py={getDefaultCfg:function(){return{trigger:"mouseenter",activeState:"active",inactiveState:"inactive",resetSelected:!1,shouldClearStatusOnSecond:!1,shouldUpdate:function(){return!0}}},getEvents:function(){return"mouseenter"===this.get("trigger")?{"node:mouseenter":"setAllItemStates","combo:mouseenter":"setAllItemStates","node:mouseleave":"clearActiveState","combo:mouseleave":"clearActiveState"}:{"node:click":"setAllItemStates","combo:click":"setAllItemStates","canvas:click":"clearActiveState","node:touchstart":"setOnTouchStart","combo:touchstart":"setOnTouchStart","canvas:touchstart":"clearOnTouchStart"}},setOnTouchStart:function(t){try{var e=t.originalEvent.touches,n=e[0],r=e[1];if(n&&r)return;t.preventDefault()}catch(t){console.warn("Touch original event not exist!")}this.setAllItemStates(t)},clearOnTouchStart:function(t){try{var e=t.originalEvent.touches,n=e[0],r=e[1];if(n&&r)return;t.preventDefault()}catch(t){console.warn("Touch original event not exist!")}this.clearActiveState(t)},setAllItemStates:function(t){clearTimeout(this.timer),this.throttleSetAllItemStates(t,this)},clearActiveState:function(t){var e=this;this.shouldClearStatusOnSecond&&(Ny=null),this.timer=setTimeout((function(){e.throttleClearActiveState(t,e)}),50)},throttleSetAllItemStates:(0,x.throttle)((function(t,e){var n=t.item,r=e.graph;if(r&&!r.destroyed&&(e.item=n,e.shouldUpdate(t.item,{event:t,action:"activate"},e))){var i=e.shouldClearStatusOnSecond,o=n.getModel().id;if(Ny===o&&i)return e.throttleClearActiveState(t,e),void(Ny=null);for(var a=e.activeState,s=e.inactiveState,u=r.getNodes(),l=r.getCombos(),c=r.getEdges(),h=r.get("vedges"),d=u.length,f=l.length,p=c.length,m=h.length,g=e.inactiveItems||{},v=e.activeItems||{},y=0;y-1||(this.trigger=Dy,console.warn("Behavior brush-select 的 trigger 参数不合法，请输入 'drag'、'shift'、'ctrl' 或 'alt'")),"drag"===this.trigger?{dragstart:"onMouseDown",drag:"onMouseMove",dragend:"onMouseUp","canvas:click":"clearStates"}:{dragstart:"onMouseDown",drag:"onMouseMove",dragend:"onMouseUp","canvas:click":"clearStates",keyup:"onKeyUp",keydown:"onKeyDown"}},onMouseDown:function(t){var e=t.item,n=this.brush,r=this.selectOnCombo,i="combo"===(null==e?void 0:e.getType());i&&!r||!i&&e||("drag"===this.trigger||this.keydown)&&(this.selectedNodes&&0!==this.selectedNodes.length&&this.clearStates(),n||(n=this.createBrush()),this.originPoint={x:t.canvasX,y:t.canvasY},n.attr({width:0,height:0}),n.show(),this.dragging=!0)},onMouseMove:function(t){this.dragging&&("drag"===this.trigger||this.keydown)&&this.updateBrush(t)},onMouseUp:function(t){this.graph;(this.brush||this.dragging)&&("drag"===this.trigger||this.keydown)&&(this.brush.remove(!0),this.brush=null,this.getSelectedNodes(t),this.dragging=!1)},clearStates:function(){var t=this.graph,e=this.selectedState,n=t.findAllByState("node",e),r=t.findAllByState("edge",e),i=t.findAllByState("combo",e);n.forEach((function(n){return t.setItemState(n,e,!1)})),r.forEach((function(n){return t.setItemState(n,e,!1)})),i.forEach((function(n){return t.setItemState(n,e,!1)})),this.selectedNodes=[],this.selectedEdges=[],this.selectedCombos=[],this.onDeselect&&this.onDeselect(this.selectedNodes,this.selectedEdges,this.selectedCombos),t.emit("nodeselectchange",{selectedItems:{nodes:[],edges:[],combos:[]},select:!1})},isBBoxCenterInRect:function(t,e,n,r,i){var o=t.getBBox();return o.centerX>=e&&o.centerX<=n&&o.centerY>=r&&o.centerY<=i},getSelectedNodes:function(t){var e=this,n=this,r=n.graph,i=n.originPoint,o=n.shouldUpdate,a=n.isBBoxCenterInRect,s=this.selectedState,u={x:t.x,y:t.y},l=r.getPointByCanvas(i.x,i.y),c=Oy(u.x,l.x),h=Ly(u.x,l.x),d=Oy(u.y,l.y),f=Ly(u.y,l.y),p=[],m=[];r.getNodes().forEach((function(t){if(t.isVisible()&&a(t,c,h,d,f)&&o(t,"select",e)){p.push(t);var n=t.getModel();m.push(n.id),r.setItemState(t,s,!0)}}));var g=[];this.includeEdges&&p.forEach((function(t){t.getOutEdges().forEach((function(t){if(t.isVisible()){var n=t.getModel(),i=n.source,a=n.target;m.includes(i)&&m.includes(a)&&o(t,"select",e)&&(g.push(t),r.setItemState(t,e.selectedState,!0))}}))}));var v=[];this.includeCombos&&r.getCombos().forEach((function(t){if(t.isVisible()&&a(t,c,h,d,f)&&o(t,"select",e)){v.push(t);var n=t.getModel();m.push(n.id),r.setItemState(t,s,!0)}})),this.selectedEdges=g,this.selectedNodes=p,this.selectedCombos=v,this.onSelect&&this.onSelect(p,g,v),r.emit("nodeselectchange",{selectedItems:{nodes:p,edges:g,combos:v},select:!0})},createBrush:function(){var t=this.graph.get("canvas").addShape("rect",{attrs:this.brushStyle,capture:!1,name:"brush-shape"});return this.brush=t,this.delegate=t,t},updateBrush:function(t){var e=this.originPoint;this.brush.attr({width:Ry(t.canvasX-e.x),height:Ry(t.canvasY-e.y),x:Oy(t.canvasX,e.x),y:Oy(t.canvasY,e.y)})},onKeyDown:function(t){var e=t.key;if(e){var n=this.trigger.toLowerCase(),r=e.toLowerCase();this.keydown=r===n||"control"===r&&"ctrl"===n||"ctrl"===r&&"control"===n}},onKeyUp:function(){this.brush&&(this.brush.remove(!0),this.brush=null,this.dragging=!1),this.keydown=!1}};var By="shift",Uy=["shift","ctrl","alt","control"];const jy={getDefaultCfg:function(){return{multiple:!0,trigger:By,selectedState:"selected",selectNode:!0,selectEdge:!1,selectCombo:!0}},getEvents:function(){var t=this;return Uy.indexOf(t.trigger.toLowerCase())>-1||(t.trigger=By,console.warn("Behavior click-select 的 trigger 参数不合法，请输入 'drag'、'shift'、'ctrl' 或 'alt'")),t.multiple?{"node:click":"onClick","combo:click":"onClick","edge:click":"onClick","canvas:click":"onCanvasClick",keyup:"onKeyUp",keydown:"onKeyDown"}:{"node:click":"onClick","combo:click":"onClick","edge:click":"onClick","canvas:click":"onCanvasClick"}},onClick:function(t){var e=this,n=t.item;if(n&&!n.destroyed){var r=n.getType(),i=e.graph,o=e.keydown,a=e.multiple,s=e.shouldUpdate;if((0,e.shouldBegin)(t,e)){if(!o||!a){var u=i.findAllByState("node",e.selectedState).concat(i.findAllByState("edge",e.selectedState)).concat(i.findAllByState("combo",e.selectedState));(0,x.each)(u,(function(t){t!==n&&i.setItemState(t,e.selectedState,!1)}))}if(function(){switch(r){case"node":return e.selectNode;case"edge":return e.selectEdge;case"combo":return e.selectCombo;default:return!1}}())if(n.hasState(e.selectedState)){s(t,e)&&i.setItemState(n,e.selectedState,!1);l=i.findAllByState("node",e.selectedState),c=i.findAllByState("edge",e.selectedState),h=i.findAllByState("combo",e.selectedState);i.emit("nodeselectchange",{target:n,selectedItems:{nodes:l,edges:c,combos:h},select:!1})}else{s(t,e)&&i.setItemState(n,e.selectedState,!0);l=i.findAllByState("node",e.selectedState),c=i.findAllByState("edge",e.selectedState),h=i.findAllByState("combo",e.selectedState);i.emit("nodeselectchange",{target:n,selectedItems:{nodes:l,edges:c,combos:h},select:!0})}else{var l=i.findAllByState("node",e.selectedState),c=i.findAllByState("edge",e.selectedState),h=i.findAllByState("combo",e.selectedState);i.emit("nodeselectchange",{selectedItems:{nodes:l,edges:c,combos:h},select:!1})}}}},onCanvasClick:function(t){var e=this,n=this.graph;if((0,this.shouldBegin)(t,this)){var r=n.findAllByState("node",this.selectedState);(0,x.each)(r,(function(t){n.setItemState(t,e.selectedState,!1)}));var i=n.findAllByState("edge",this.selectedState);(0,x.each)(i,(function(t){n.setItemState(t,e.selectedState,!1)}));var o=n.findAllByState("combo",this.selectedState);(0,x.each)(o,(function(t){n.setItemState(t,e.selectedState,!1)})),n.emit("nodeselectchange",{selectedItems:{nodes:[],edges:[],combos:[]},select:!1})}},onKeyDown:function(t){var e=t.key;e&&(e.toLowerCase()===this.trigger.toLowerCase()||"control"===e.toLowerCase()?this.keydown=!0:this.keydown=!1)},onKeyUp:function(){this.keydown=!1}};var Vy=N,Hy=.05;const Gy={getDefaultCfg:function(){return this.isFireFox="firefox"===cf(),{sensitivity:2,minZoom:void 0,maxZoom:void 0,enableOptimize:!1,optimizeZoom:.1,fixSelectedItems:{fixAll:!1,fixLineWidth:!1,fixLabel:!1,fixState:"selected"},animate:!1,animateCfg:{duration:500}}},getEvents:function(){var t=this.fixSelectedItems;return t.fixState||(t.fixState="selected"),t.fixAll&&(t.fixLineWidth=!0,t.fixLabel=!0),{wheel:"onWheel",touchstart:"onTouchStart",touchmove:"onTouchMove",touchend:"onTouchEnd"}},onTouchStart:function(t){var e=t.originalEvent.touches,n=e[0],r=e[1];t.preventDefault(),r&&(this.shouldBegin&&!this.shouldBegin(t,this)||(this.startPoint={pageX:n.pageX,pageY:n.pageY},this.moveable=!0,r&&(this.endPoint={pageX:r.pageX,pageY:r.pageY}),this.originScale=this.graph.getZoom()||this.currentScale||1))},onTouchMove:function(t){if(this.moveable){t.preventDefault();var e=t.originalEvent.touches,n=e[0],r=e[1];if(r){this.endPoint||(this.endPoint={pageX:r.pageX,pageY:r.pageY});var i=function(t,e){return Math.hypot(e.x-t.x,e.y-t.y)},o=i({x:n.pageX,y:n.pageY},{x:r.pageX,y:r.pageY})/i({x:this.startPoint.pageX,y:this.startPoint.pageY},{x:this.endPoint.pageX,y:this.endPoint.pageY}),a=this.originScale*o;this.currentScale=a;var s=this.get("minZoom")||this.graph.get("minZoom");if(!(a>(this.get("maxZoom")||this.graph.get("maxZoom"))||a0||t.wheelDelta<0?1-Hy*o:1/(1-Hy*o):t.wheelDelta<0?1-Hy*o:1/(1-Hy*o));var u=this.get("minZoom")||n.get("minZoom"),l=this.get("maxZoom")||n.get("maxZoom");if(s>l?s=l:sr/2?l-=h.width:l+=this.offset,c>i/2?c-=h.height:c+=this.offset;var d="".concat(l,"px"),f="".concat(c,"px");Gf(this.container,{left:d,top:f,visibility:"visible"})}else Gf(o,{visibility:"hidden"})},createTooltip:function(t){var e=t.get("el");e.style.position="relative";var n=Uh('
    '));return e.parentNode.appendChild(n),Gf(n,{position:"absolute",visibility:"visible"}),this.width=t.get("width"),this.height=t.get("height"),this.container=n,this.graph.get("tooltips").push(n),n}},Xy=(0,b.__assign)({getDefaultCfg:function(){return{item:"node",offset:12,formatText:function(t){return t.label}}},getEvents:function(){return{"node:mouseenter":"onMouseEnter","node:mouseleave":"onMouseLeave","node:mousemove":"onMouseMove",afterremoveitem:"onMouseLeave"}}},Wy),Yy=(0,b.__assign)({getDefaultCfg:function(){return{item:"edge",offset:12,formatText:function(t){return"source: ".concat(t.source," target: ").concat(t.target)}}},getEvents:function(){return{"edge:mouseenter":"onMouseEnter","edge:mouseleave":"onMouseLeave","edge:mousemove":"onMouseMove",afterremoveitem:"onMouseLeave"}}},Wy);var qy="click",$y=["click","dblclick"];const Ky={getDefaultCfg:function(){return{trigger:qy,onChange:function(){}}},getEvents:function(){var t,e;return $y.includes(this.trigger)?e=this.trigger:(e=qy,console.warn("Behavior collapse-expand 的 trigger 参数不合法，请输入 'click' 或 'dblclick'")),(t={})["node:".concat(e)]="onNodeClick",t.touchstart="onNodeClick",t},onNodeClick:function(t){var e=this;if("click"===this.trigger){if(this.timer)return clearTimeout(this.timer),void(this.timer=0);this.timer=setTimeout((function(){e.toggle(t),clearTimeout(e.timer),e.timer=0}),200)}else this.toggle(t)},toggle:function(t){var e=t.item;if(e){var n=this.graph.findDataById(e.get("id"));if(n){var r=n.children;if(r&&0!==r.length){var i=!n.collapsed;this.shouldBegin(t,i,this)&&(n.collapsed=i,e.getModel().collapsed=i,this.graph.emit("itemcollapsed",{item:t.item,collapsed:i}),this.shouldUpdate(t,i,this)&&(this.onChange(e,i,this),this.graph.layout()))}}}}};var Zy=hf.calculationItemsBBox,Qy=function t(e,n){if(!1!==n(e)&&e){var r=e.get("combos");if(0===r.length)return!1;(0,x.each)(r,(function(e){t(e,n)}))}};const Jy={getDefaultCfg:function(){return{enableDelegate:!1,delegateStyle:{},onlyChangeComboSize:!1,activeState:"",selectedState:"selected",enableStack:!0}},getEvents:function(){return{"combo:mousedown":"onMouseDown","combo:dragstart":"onDragStart","combo:drag":"onDrag","combo:dragend":"onDragEnd","combo:drop":"onDrop","node:drop":"onNodeDrop","combo:dragenter":"onDragEnter","combo:dragleave":"onDragLeave"}},validationCombo:function(t){var e=t.item;return!(!e||e.destroyed)&&(!!this.shouldUpdate(t,this)&&"combo"===e.getType())},onMouseDown:function(t){this.origin={x:t.x,y:t.y}},onDragStart:function(t){var e=this,n=this.graph,r=t.item;if(this.currentShouldEnd=!0,this.validationCombo(t)){this.targets=[];var i=n.findAllByState("combo",this.selectedState),o=r.get("id"),a=i.filter((function(t){var e=t.get("id");return o===e}));0===a.length?this.targets.push(r):this.targets=i;var s=[];this.targets.forEach((function(t){var e=t.getModel(),n=e.x,r=e.y,i=e.id;s.push({x:n,y:r,id:i})})),this.set("beforeDragItems",s),this.activeState&&this.targets.map((function(t){var r=t.getModel();if(r.parentId){var i=n.findById(r.parentId);i&&n.setItemState(i,e.activeState,!0)}})),this.point={},this.originPoint={},this.currentItemChildCombos=[],Qy(r,(function(t){if(t.destroyed)return!1;var n=t.getModel();return e.currentItemChildCombos.push(n.id),!0}))}},onDrag:function(t){var e=this;if(this.origin&&this.validationCombo(t))if(this.enableDelegate)this.updateDelegate(t);else{if(this.activeState){var n=this.graph,r=t.item,i=r.getModel(),o=n.getCombos(),a=r.getBBox(),s=a.centerX,u=a.centerY,l=a.width,c=o.filter((function(t){var n=t.getModel();return i.parentId,n.id!==i.id&&!e.currentItemChildCombos.includes(n.id)}));c.map((function(t){var r=t.getBBox(),i=r.centerX,o=r.centerY,a=r.width,c=s-i,h=u-o,d=2*Math.sqrt(c*c+h*h);l+a-d>.8*l?n.setItemState(t,e.activeState,!0):n.setItemState(t,e.activeState,!1)}))}(0,x.each)(this.targets,(function(n){e.updateCombo(n,t)})),this.onlyChangeComboSize&&this.updateParentCombos()}},updatePositions:function(t,e){var n=this;(this.enableDelegate||e)&&(0,x.each)(this.targets,(function(r){n.updateCombo(r,t,e)}))},onDrop:function(t){var e=this,n=t.item;if(this.currentShouldEnd=this.shouldEnd(t,n,this),this.updatePositions(t,!this.currentShouldEnd),this.currentShouldEnd&&n&&this.targets&&!n.destroyed){var r=this.graph,i=n.getModel();this.targets.map((function(t){t.getModel().parentId!==i.id?(e.activeState&&r.setItemState(n,e.activeState,!1),e.onlyChangeComboSize?r.updateCombo(t):r.updateComboTree(t,i.id,!1)):r.updateCombo(n)})),this.end(n,t),this.endComparison=!0}},onNodeDrop:function(t){var e=this;if(this.targets&&0!==this.targets.length){var n=this.graph,r=t.item.getModel().comboId,i=r?n.findById(r):void 0;if(this.currentShouldEnd=this.shouldEnd(t,i,this),this.updatePositions(t,!this.currentShouldEnd),this.currentShouldEnd){var o;if(r){if(this.activeState){var a=n.findById(r);n.setItemState(a,this.activeState,!1)}this.targets.map((function(t){e.onlyChangeComboSize?n.updateCombo(t):r!==t.getID()&&(o=n.findById(r),r!==t.getModel().parentId&&n.updateComboTree(t,r,!1))}))}else this.targets.map((function(t){e.onlyChangeComboSize?n.updateCombo(t):t.getModel().comboId&&n.updateComboTree(t,void 0,!1)}));this.endComparison=!0,this.end(o,t)}}},onDragEnter:function(t){if(this.origin&&this.validationCombo(t)){var e=t.item,n=this.graph;this.activeState&&n.setItemState(e,this.activeState,!0)}},onDragLeave:function(t){if(this.origin&&this.validationCombo(t)){var e=t.item,n=this.graph;this.activeState&&n.setItemState(e,this.activeState,!1)}},onDragEnd:function(t){if(this.targets&&0!==this.targets.length){var e=t.item;this.currentShouldEnd&&this.updatePositions(t);var n=this.getParentCombo(e.getModel().parentId),r=this.graph;n&&this.activeState&&r.setItemState(n,this.activeState,!1),this.end(void 0,t)}},end:function(t,e){var n=this;if(this.origin){var r=this.graph;if(this.delegateShape)r.get("delegateGroup").clear(),this.delegateShape=null;if(t&&this.activeState&&r.setItemState(t,this.activeState,!1),!t){var i=r.get("enabledStack")&&this.enableStack,o={before:{nodes:[],edges:[],combos:[].concat(this.get("beforeDragItems"))},after:{nodes:[],edges:[],combos:[]}};this.targets.map((function(t){if(n.onlyChangeComboSize){r.updateCombo(t);var e=t.getModel(),a=e.x,s=e.y,u=e.id;o.after.combos.push({x:a,y:s,id:u}),r.pushStack("update",o)}else r.updateComboTree(t,void 0,i)}))}this.point=[],this.origin=null,this.originPoint=null,this.targets.length=0}},traverse:function(t,e,n){var r=this;if(void 0===n&&(n={}),!1!==e(t,n)&&t){var i=t.get("combos");(0,x.each)(i,(function(t){r.traverse(t,e,n)}));var o=t.get("nodes");(0,x.each)(o,(function(t){r.traverse(t,e,n)}))}},updateCombo:function(t,e,n){this.updateSingleItem(t,e,n);var r={};this.traverse(t,(function(t,e){return!t.destroyed&&(t.getEdges().forEach((function(t){return e[t.getID()]=t})),!0)}),r),Object.values(r).forEach((function(t){return t.refresh()}))},updateSingleItem:function(t,e,n){var r=this.origin,i=this.graph,o=t.getModel(),a=t.get("id");this.point[a]||(this.point[a]={x:o.x,y:o.y});var s=e.x-r.x+this.point[a].x,u=e.y-r.y+this.point[a].y;n&&(s+=r.x-e.x,u+=r.y-e.y),i.updateItem(t,{x:s,y:u},!1)},getParentCombo:function(t){var e=this.graph;if(t){var n=e.findById(t);if(n)return n}},updateDelegate:function(t){var e=this.graph;if(this.delegateShape){var n=t.x-this.origin.x+this.originPoint.minX,r=t.y-this.origin.y+this.originPoint.minY;this.delegateShape.attr({x:n,y:r})}else{var i=e.get("delegateGroup"),o=null,a=(o=this.targets.length>1?Zy(this.targets):this.targets[0].getBBox()).x,s=o.y,u=o.width,l=o.height,c=o.minX,h=o.minY;this.originPoint={x:a,y:s,width:u,height:l,minX:c,minY:h};var d=(0,b.__assign)((0,b.__assign)({},Gd.delegateStyle),this.delegateStyle);this.delegateShape=i.addShape("rect",{attrs:(0,b.__assign)({width:o.width,height:o.height,x:o.x,y:o.y},d),name:"combo-delegate-shape"}),this.delegateShape.set("capture",!1),this.delegate=this.delegateShape}},updateParentCombos:function(){var t=this.graph,e=this.targets,n={};null==e||e.forEach((function(e){var r=e.getModel().parentId;r&&(n[r]=t.findById(r))})),Object.values(n).forEach((function(e){e&&t.updateCombo(e)}))}};var tb="dblclick",eb=["click","dblclick"];const nb={getDefaultCfg:function(){return{trigger:tb,relayout:!0}},getEvents:function(){var t,e;return eb.includes(this.trigger)?e=this.trigger:(e=tb,console.warn("Behavior collapse-expand-group 的 trigger 参数不合法，请输入 'click' 或 'dblclick'")),(t={})["combo:".concat(e)]="onComboClick",t},onComboClick:function(t){var e=t.item,n=this.graph,r=this.relayout;if(e&&!e.destroyed&&"combo"===e.getType()){var i=e.getModel().id;i&&(n.collapseExpandCombo(i),r&&n.get("layout")?n.layout():n.refreshPositions())}}};var rb=hf.isPolygonsIntersect,ib=hf.pathToPoints,ob="shift",ab=["drag","shift","ctrl","alt","control"];const sb={getDefaultCfg:function(){return{delegateStyle:{fill:"#EEF6FF",fillOpacity:.4,stroke:"#DDEEFE",lineWidth:1},onSelect:function(){},onDeselect:function(){},shouldDeselect:void 0,selectedState:"selected",trigger:ob,includeEdges:!0,selectedEdges:[],selectedNodes:[]}},getEvents:function(){return ab.indexOf(this.trigger.toLowerCase())>-1||(this.trigger=ob,console.warn("Behavior lasso-select 的 trigger 参数不合法，请输入 'drag'、'shift'、'ctrl' 或 'alt'")),"drag"===this.trigger?{dragstart:"onDragStart",drag:"onDragMove",dragend:"onDragEnd","canvas:click":"clearStates"}:{dragstart:"onDragStart",drag:"onDragMove",dragend:"onDragEnd",keyup:"onKeyUp",keydown:"onKeyDown","canvas:click":"clearStates"}},onDragStart:function(t){var e=this.lasso;t.item||("drag"===this.trigger||this.keydown)&&(this.selectedNodes&&0!==this.selectedNodes.length&&this.clearStates("dragstart"),e||(e=this.createLasso()),this.dragging=!0,this.originPoint={x:t.x,y:t.y},this.points.push(this.originPoint),e.show())},onDragMove:function(t){this.dragging&&("drag"===this.trigger||this.keydown)&&(this.points.push({x:t.x,y:t.y}),this.updateLasso(t))},onDragEnd:function(t){(this.lasso||this.dragging)&&("drag"===this.trigger||this.keydown)&&(this.points.push(this.originPoint),this.getSelectedItems(),this.lasso.remove(!0),this.lasso=null,this.points=[],this.dragging=!1)},getLassoPath:function(){var t=this.points,e=[];return t.length&&(t.forEach((function(t,n){0===n?e.push(["M",t.x,t.y]):e.push(["L",t.x,t.y])})),e.push(["L",t[0].x,t[0].y])),e},clearStates:function(t){void 0===t&&(t="canvas:click");var e=this,n=e.graph,r=e.selectedState,i=e.shouldDeselect,o=n.findAllByState("node",r),a=n.findAllByState("edge",r);i&&!i({action:t,nodes:o,edges:a})||(o.forEach((function(t){return n.setItemState(t,r,!1)})),a.forEach((function(t){return n.setItemState(t,r,!1)}))),this.onDeselect&&this.onDeselect(this.selectedNodes,this.selectedEdges),this.selectedNodes=[],this.selectedEdges=[],n.emit("nodeselectchange",{selectedItems:{nodes:[],edges:[]},select:!1})},getSelectedItems:function(){var t=this,e=this.graph,n=this.shouldUpdate,r=this.points.map((function(t){return[e.getCanvasByPoint(t.x,t.y).x,e.getCanvasByPoint(t.x,t.y).y]})),i=this.selectedState,o=[],a=[];e.getNodes().forEach((function(s){if(s.isVisible()&&function(t,e){var n,r=t.getKeyShape();if("path"===t.get("type"))n=ib(r.attr("path"));else{var i=r.getCanvasBBox();n=[[i.minX,i.minY],[i.maxX,i.minY],[i.maxX,i.maxY],[i.minX,i.maxY]]}return rb(e,n)}(s,r)&&n(s,"select",t)){o.push(s);var u=s.getModel();a.push(u.id),e.setItemState(s,i,!0)}}));var s=[];this.includeEdges&&o.forEach((function(r){r.getOutEdges().forEach((function(r){if(r.isVisible()){var i=r.getModel(),o=i.source,u=i.target;a.includes(o)&&a.includes(u)&&n(r,"select",t)&&(s.push(r),e.setItemState(r,t.selectedState,!0))}}))})),this.selectedEdges=s,this.selectedNodes=o,this.onSelect&&this.onSelect(o,s),e.emit("nodeselectchange",{selectedItems:{nodes:o,edges:s},select:!0})},createLasso:function(){var t=this.graph.get("delegateGroup").addShape("path",{attrs:(0,b.__assign)({path:[]},this.delegateStyle),capture:!1,name:"lasso-shape"});return this.lasso=t,this.delegate=t,this.points=[],t},updateLasso:function(t){this.lasso.attr({path:this.getLassoPath()})},onKeyDown:function(t){var e=t.key;e&&(e.toLowerCase()===this.trigger.toLowerCase()?this.keydown=!0:this.keydown=!1)},onKeyUp:function(){this.lasso&&(this.lasso.remove(!0),this.lasso=null,this.points=[],this.dragging=!1),this.keydown=!1}};var ub="click",lb=["click","drag"],cb=void 0,hb=["shift","ctrl","control","alt","meta",void 0];const db={getDefaultCfg:function(){return{trigger:ub,key:cb,edgeConfig:{},getEdgeConfig:void 0}},getEvents:function(){var t,e=this;return lb.indexOf(e.trigger.toLowerCase())>-1||(e.trigger=ub,console.warn("Behavior create-edge 的 trigger 参数不合法，请输入 'click'，'drag'")),e.key&&-1===hb.indexOf(e.key.toLowerCase())&&(e.trigger=cb,console.warn("Behavior create-edge 的 key 参数不合法，请输入 'shift'，'ctrl'，'alt'，'control'，或 undefined")),"drag"===e.trigger?t={"node:dragstart":"onClick","combo:dragstart":"onClick",drag:"updateEndPoint","node:drop":"onClick","combo:drop":"onClick",dragend:"onDragEnd"}:"click"===e.trigger&&(t={"node:click":"onClick",mousemove:"updateEndPoint","edge:click":"cancelCreating","canvas:click":"cancelCreating","combo:click":"onClick"}),e.key&&(t.keydown="onKeyDown",t.keyup="onKeyUp"),t},onDragEnd:function(t){var e=this;if(!e.key||e.keydown){var n=t.item;n&&n.getID()!==e.source&&"node"===n.getType()||e.cancelCreating({item:e.edge,x:t.x,y:t.y})}},onClick:function(t){var e=this;if(!e.key||e.keydown){var n=t.item,r=e.graph,i=n.getModel(),o=e.getEdgeConfig;if(e.addingEdge&&e.edge){if(!e.shouldEnd(t,e))return;var a=void 0;a=o&&(0,x.isFunction)(o)?o({source:e.source,target:i.id},e):e.edgeConfig;var s=(0,b.__assign)({target:i.id},a);if(e.source===i.id&&(s.type="loop"),r.emit("beforecreateedge",{}),r.updateItem(e.edge,s,!1),r.get("enabledStack")){var u=(0,b.__assign)((0,b.__assign)({},e.edge.getModel()),{itemType:"edge"}),l={};l.edges=[u],r.pushStack("add",{before:{},after:l})}r.emit("aftercreateedge",{edge:e.edge}),e.edge.getKeyShape().set("capture",!0),e.edge=null,e.addingEdge=!1}else{if(!e.shouldBegin(t,e))return;a=void 0;a=o&&(0,x.isFunction)(o)?o({source:i.id,target:i.id},e):e.edgeConfig,e.edge=r.addItem("edge",(0,b.__assign)({source:i.id,target:i.id},a),!1),e.source=i.id,e.addingEdge=!0,e.edge.getKeyShape().set("capture",!1)}}},updateEndPoint:function(t){var e=this;if(!e.key||e.keydown){e.edge&&e.edge.destroyed&&e.cancelCreating({item:e.edge});var n={x:t.x,y:t.y};e.graph.findById(e.source)?e.addingEdge&&e.edge&&e.graph.updateItem(e.edge,{target:n},!1):e.addingEdge=!1}},cancelCreating:function(t){var e,n,r=this;if(!r.key||r.keydown){var i=r.graph,o=t.item;return r.addingEdge&&(r.edge===o||(null===(n=null===(e=t.target)||void 0===e?void 0:e.isCanvas)||void 0===n?void 0:n.call(e)))?(r.edge&&!r.edge.destroyed&&i.removeItem(r.edge,!1),r.edge=null,void(r.addingEdge=!1)):void 0}},onKeyDown:function(t){var e=this,n=t.key;n&&(n.toLowerCase()===e.key.toLowerCase()?e.keydown=!0:e.keydown=!1)},onKeyUp:function(){var t=this;t.addingEdge&&t.edge&&(t.graph.removeItem(t.edge,!1),t.addingEdge=!1,t.edge=null),this.keydown=!1}};var fb="ctrl",pb=["shift","ctrl","alt","control"];const mb={getDefaultCfg:function(){return{trigger:fb,combinedKey:"1",functionName:"fitView",functionParams:[]}},getEvents:function(){return pb.indexOf(this.trigger.toLowerCase())>-1||(this.trigger=fb,console.warn("Behavior shortcuts-fit-view 的 trigger 参数 '".concat(this.trigger,"' 不合法，请输入 'drag'、'shift'、'ctrl' 或 'alt'"))),this.combinedKey===this.trigger&&(this.combinedKey=void 0),{keyup:"onKeyUp",keydown:"onKeyDown"}},onKeyDown:function(t){var e=t.key;if(e){var n=this.trigger.toLowerCase(),r=e.toLowerCase();this.triggerKeydown||(this.triggerKeydown=r===n||"control"===r&&"ctrl"===n||"ctrl"===r&&"control"===n);var i=this.graph;if(!i[this.functionName])return console.warn("Behavior shortcuts-fit-view 的 functionName 参数 '".concat(this.functionName,"' 不合法，它不是 Graph 的一个函数名")),{};if(!this.triggerKeydown||this.combinedKey){var o=this.combinedKey.toLowerCase();this.triggerKeydown&&(r===o||"control"===r&&"ctrl"===o||"ctrl"===r&&"control"===o)&&(this.functionParams&&this.functionParams.length?i[this.functionName].apply(i,this.functionParams):i[this.functionName]())}else this.functionParams&&this.functionParams.length?i[this.functionName].apply(i,this.functionParams):i[this.functionName]()}},onKeyUp:function(){this.brush&&(this.brush.remove(!0),this.brush=null,this.dragging=!1),this.triggerKeydown=!1}};var gb=["shift","ctrl","alt","control","meta"];const vb={getDefaultCfg:function(){return{direction:"both",enableOptimize:!1,zoomKey:"ctrl",scalableRange:0,allowDragOnItem:!0}},getEvents:function(){return this.zoomKey&&-1!==gb.indexOf(this.zoomKey)||(this.zoomKey="ctrl"),{wheel:"onWheel"}},onWheel:function(t){var e=this;if(this.allowDrag(t)){var n=this.graph,r=Array.isArray(this.zoomKey)?[].concat(this.zoomKey):[this.zoomKey];if(r.includes("control")&&r.push("ctrl"),r.some((function(e){return t["".concat(e,"Key")]}))){var i=n.get("canvas").getPointByClient(t.clientX,t.clientY),o=n.getZoom();t.wheelDelta>0?o+=.05*o:o-=.05*o,n.zoomTo(o,{x:i.x,y:i.y})}else{var a=t.deltaX||t.movementX,s=t.deltaY||t.movementY;!s&&navigator.userAgent.indexOf("Firefox")>-1&&(s=125*-t.wheelDelta/3);var u=this.graph.get("width"),l=this.graph.get("height"),c=this.graph.get("canvas").getCanvasBBox(),h=this.scalableRange,d=this.scalableRange;h<1&&h>-1&&(h*=u,d*=l);var f=c.minX,p=c.maxX,m=c.minY,g=c.maxY;a>0?p<-h?a=0:p-a<-h&&(a=p+h):a<0&&(f>u+h?a=0:f-a>u+h&&(a=f-(u+h))),s>0?g<-d?s=0:g-s<-d&&(s=g+d):s<0&&(m>l+d?s=0:m-s>l+d&&(s=m-(l+d))),"x"===this.get("direction")?s=0:"y"===this.get("direction")&&(a=0),n.translate(-a,-s)}if(t.preventDefault(),this.get("enableOptimize")){var v=this.get("optimizeZoom"),y=this.get("optimized"),b=n.getNodes(),x=n.getEdges(),w=b.length,_=x.length;if(!y){for(var S=0;S{"use strict";n.r(e),n.d(e,{Graph:()=>w,GraphWithEvent:()=>T,algorithm:()=>r,comparision:()=>o,essence:()=>i,generate:()=>s});var r={};n.r(r),n.d(r,{components:()=>O,dfs:()=>R,dijkstra:()=>U,dijkstraAll:()=>j,findCycles:()=>H,floydWarshall:()=>it,isAcyclic:()=>tt,postorder:()=>et,preorder:()=>nt,prim:()=>P,tarjan:()=>V,topsort:()=>J});var i={};n.r(i),n.d(i,{hasSelfLoop:()=>bt,isGraph:()=>gt,isNullGraph:()=>yt,isSimpleGraph:()=>vt});var o={};n.r(o),n.d(o,{containAllSameEdges:()=>ht,containAllSameNodes:()=>ct,containSameEdges:()=>at,containSameNodes:()=>ot,getSameEdges:()=>ut,getSameNodes:()=>st,isGraphComplement:()=>xt,isGraphContainsAnother:()=>ft,isGraphOptionSame:()=>lt,isGraphSame:()=>dt});var a,s={};function u(t,e){var n=t.get(e)||0;t.set(e,n+1)}function l(t,e){var n=t.get(e);void 0!==n&&((n-=1)>0?t.set(e,n):t.delete(e))}function c(t,e,n,r){var i=String(e),o=String(n);if(!t&&i>o){var s=i;i=o,o=s}return i+a.EDGE_KEY_DELIM+o+a.EDGE_KEY_DELIM+(void 0===r?a.DEFAULT_EDGE_NAME:r)}function h(t,e,n,r){var i=String(e),o=String(n),a={v:e,w:n};if(!t&&i>o){var s=a.v;a.v=a.w,a.w=s}return void 0!==r&&(a.name=r),a}function d(t,e){return c(t,e.v,e.w,e.name)}function f(t){return"function"==typeof t}n.r(s),n.d(s,{getGraphComplement:()=>wt}),function(t){t.DEFAULT_EDGE_NAME="\0",t.GRAPH_NODE="\0",t.EDGE_KEY_DELIM=""}(a||(a={}));var p=function(t){return t.nodes().map((function(e){var n={id:e,value:t.node(e),parent:t.parent(e)};return void 0===n.value&&delete n.value,void 0===n.parent&&delete n.parent,n}))},m=function(t){return t.edges().map((function(e){var n=t.edge(e),r={v:e.v,w:e.w,value:n,name:e.name};return void 0===r.name&&delete r.name,void 0===r.value&&delete r.value,r}))};function g(t,e){var n=Object.keys(t);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(t);e&&(r=r.filter((function(e){return Object.getOwnPropertyDescriptor(t,e).enumerable}))),n.push.apply(n,r)}return n}function v(t){for(var e=1;e0&&void 0!==arguments[0]?arguments[0]:{};!function(t,e){if(!(t instanceof e))throw new TypeError("Cannot call a class as a function")}(this,t),this.directed=!0,this.multigraph=!1,this.compound=!1,this.GRAPH_NODE=a.GRAPH_NODE,this.label=void 0,this.nodeCountNum=0,this.edgeCountNum=0,this.defaultNodeLabelFn=function(){},this.defaultEdgeLabelFn=function(){},this.parentMap=void 0,this.childrenMap=void 0,this.nodesLabelMap=new Map,this.inEdgesMap=new Map,this.outEdgesMap=new Map,this.predecessorsMap=new Map,this.successorsMap=new Map,this.edgesMap=new Map,this.edgesLabelsMap=new Map,this.isDirected=function(){return e.directed},this.isMultigraph=function(){return e.multigraph},this.isCompound=function(){return e.compound},this.setGraph=function(t){return e.label=t,e},this.graph=function(){return e.label},this.setDefaultNodeLabel=function(t){return f(t)?e.defaultNodeLabelFn=t:e.defaultNodeLabelFn=function(){return t},e},this.nodeCount=function(){return e.nodeCountNum},this.node=function(t){return e.nodesLabelMap.get(t)},this.nodes=function(){return Array.from(e.nodesLabelMap.keys())},this.sources=function(){return e.nodes().filter((function(t){var n;return!(null===(n=e.inEdgesMap.get(t))||void 0===n?void 0:n.size)}))},this.sinks=function(){return e.nodes().filter((function(t){var n;return!(null===(n=e.outEdgesMap.get(t))||void 0===n?void 0:n.size)}))},this.setNodes=function(t,n){return t.map((function(t){return 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0===e||e.call(n)}},e.prototype.applyCalculate=function(t,e,n,r,i){this.calRepulsive(t,n,i),e&&this.calAttractive(e,n,r)},e.prototype.calRepulsive=function(t,e,n){t.forEach((function(r,i){e[i]={x:0,y:0},t.forEach((function(t,o){if(i!==o&&(0,a.isNumber)(r.x)&&(0,a.isNumber)(t.x)&&(0,a.isNumber)(r.y)&&(0,a.isNumber)(t.y)){var s=r.x-t.x,u=r.y-t.y,l=s*s+u*u;if(0===l){l=1;var c=i>o?1:-1;s=.01*c,u=.01*c}var h=n/l;e[i].x+=s*h,e[i].y+=u*h}}))}))},e.prototype.calAttractive=function(t,e,n){var r=this;t.forEach((function(t){var i=(0,a.getEdgeTerminal)(t,"source"),o=(0,a.getEdgeTerminal)(t,"target");if(i&&o){var s=r.nodeIdxMap[i],u=r.nodeIdxMap[o];if(s!==u){var l=r.nodeMap[i],c=r.nodeMap[o];if((0,a.isNumber)(c.x)&&(0,a.isNumber)(l.x)&&(0,a.isNumber)(c.y)&&(0,a.isNumber)(l.y)){var h=c.x-l.x,d=c.y-l.y,f=Math.sqrt(h*h+d*d),p=f*f/n;e[u].x-=h/f*p,e[u].y-=d/f*p,e[s].x+=h/f*p,e[s].y+=d/f*p}}}}))},e.prototype.stop=function(){this.timeInterval&&"undefined"!=typeof window&&window.clearInterval(this.timeInterval)},e.prototype.destroy=function(){var t=this;t.stop(),t.tick=null,t.nodes=null,t.edges=null,t.destroyed=!0},e.prototype.getType=function(){return"fruchterman"},e}(o.Base);e.FruchtermanLayout=s},70238:function(t,e,n){"use strict";var r,i=this&&this.__extends||(r=function(t,e){return r=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n])},r(t,e)},function(t,e){if("function"!=typeof e&&null!==e)throw new TypeError("Class extends value "+String(e)+" is not a constructor or null");function n(){this.constructor=t}r(t,e),t.prototype=null===e?Object.create(e):(n.prototype=e.prototype,new n)});Object.defineProperty(e,"__esModule",{value:!0}),e.GForceLayout=void 0;var o=n(46271),a=n(81422),s=function(t,e){return t?(0,a.isNumber)(t)?function(e){return t}:t:function(t){return e||1}},u=function(t){function e(e){var 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o={},u={};r.forEach((function(t,e){(0,a.isNumber)(t.x)||(t.x=Math.random()*n.width),(0,a.isNumber)(t.y)||(t.y=Math.random()*n.height),o[t.id]=t,u[t.id]=e})),n.nodeMap=o,n.nodeIdxMap=u,n.linkDistance=s(n.linkDistance,1),n.nodeStrength=s(n.nodeStrength,1),n.edgeStrength=s(n.edgeStrength,1);var l,c=n.nodeSize;if(n.preventOverlap){var h,d=n.nodeSpacing;h=(0,a.isNumber)(d)?function(){return d}:(0,a.isFunction)(d)?d:function(){return 0},l=c?(0,a.isArray)(c)?function(t){return Math.max(c[0],c[1])+h(t)}:function(t){return c+h(t)}:function(t){return t.size?(0,a.isArray)(t.size)?Math.max(t.size[0],t.size[1])+h(t):(0,a.isObject)(t.size)?Math.max(t.size.width,t.size.height)+h(t):t.size+h(t):10+h(t)}}n.nodeSize=l;var f=n.edges;n.degrees=(0,a.getDegree)(r.length,n.nodeIdxMap,f),n.getMass||(n.getMass=function(t){return t.mass||n.degrees[n.nodeIdxMap[t.id]].all||1}),n.run()}else null===(t=n.onLayoutEnd)||void 0===t||t.call(n)},e.prototype.run=function(){var 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strict";Object.defineProperty(e,"__esModule",{value:!0}),e.clusterBundle=e.clusterCode=e.fruchtermanBundle=e.fruchtermanCode=void 0,e.fruchtermanCode="\nimport { globalInvocationID } from 'g-webgpu';\nconst MAX_EDGE_PER_VERTEX;\nconst VERTEX_COUNT;\n@numthreads(1, 1, 1)\nclass Fruchterman {\n @in @out\n u_Data: vec4[];\n @in\n u_K: float;\n @in\n u_K2: float;\n \n @in\n u_Center: vec2;\n @in\n u_Gravity: float;\n @in\n u_ClusterGravity: float;\n @in\n u_Speed: float;\n @in\n u_MaxDisplace: float;\n @in\n u_Clustering: float;\n @in\n u_AttributeArray: vec4[];\n @in\n u_ClusterCenters: vec4[];\n calcRepulsive(i: int, currentNode: vec4): vec2 {\n let dx = 0, dy = 0;\n for (let j = 0; j < VERTEX_COUNT; j++) {\n if (i != j) {\n const nextNode = this.u_Data[j];\n const xDist = currentNode[0] - nextNode[0];\n const yDist = currentNode[1] - nextNode[1];\n const dist = (xDist * xDist + yDist * yDist) + 0.01;\n let param = this.u_K2 / dist;\n \n if (dist > 0.0) {\n dx += param * xDist;\n dy += param * yDist;\n if (xDist == 0 && yDist == 0) {\n const sign = i < j ? 1 : -1;\n dx += param * sign;\n dy += param * sign;\n }\n }\n }\n }\n return [dx, dy];\n }\n calcGravity(currentNode: vec4, nodeAttributes: vec4): vec2 { // \n let dx = 0, dy = 0;\n const vx = currentNode[0] - this.u_Center[0];\n const vy = currentNode[1] - this.u_Center[1];\n const gf = 0.01 * this.u_K * this.u_Gravity;\n dx = gf * vx;\n dy = gf * vy;\n if (this.u_Clustering == 1) {\n const clusterIdx = int(nodeAttributes[0]);\n const center = this.u_ClusterCenters[clusterIdx];\n const cvx = currentNode[0] - center[0];\n const cvy = currentNode[1] - center[1];\n const dist = sqrt(cvx * cvx + cvy * cvy) + 0.01;\n const parma = this.u_K * this.u_ClusterGravity / dist;\n dx += parma * cvx;\n dy += parma * cvy;\n }\n return [dx, dy];\n }\n calcAttractive(i: int, currentNode: vec4): vec2 {\n let dx = 0, dy = 0;\n const arr_offset = int(floor(currentNode[2] + 0.5));\n const length = int(floor(currentNode[3] + 0.5));\n const node_buffer: vec4;\n for (let p = 0; p < MAX_EDGE_PER_VERTEX; p++) {\n if (p >= length) break;\n const arr_idx = arr_offset + p;\n // when arr_idx % 4 == 0 update currentNodedx_buffer\n const buf_offset = arr_idx - arr_idx / 4 * 4;\n if (p == 0 || buf_offset == 0) {\n node_buffer = this.u_Data[int(arr_idx / 4)];\n }\n const float_j = buf_offset == 0 ? node_buffer[0] :\n buf_offset == 1 ? node_buffer[1] :\n buf_offset == 2 ? node_buffer[2] :\n node_buffer[3];\n const nextNode = this.u_Data[int(float_j)];\n const xDist = currentNode[0] - nextNode[0];\n const yDist = currentNode[1] - nextNode[1];\n const dist = sqrt(xDist * xDist + yDist * yDist) + 0.01;\n let attractiveF = dist / this.u_K;\n \n if (dist > 0.0) {\n dx -= xDist * attractiveF;\n dy -= yDist * attractiveF;\n if (xDist == 0 && yDist == 0) {\n const sign = i < int(float_j) ? 1 : -1;\n dx -= sign * attractiveF;\n dy -= sign * attractiveF;\n }\n }\n }\n return [dx, dy];\n }\n @main\n compute() {\n const i = globalInvocationID.x;\n const currentNode = this.u_Data[i];\n let dx = 0, dy = 0;\n if (i >= VERTEX_COUNT) {\n this.u_Data[i] = currentNode;\n return;\n }\n\n // [gravity, fx, fy, 0]\n const nodeAttributes = this.u_AttributeArray[i];\n\n if (nodeAttributes[1] != 0 && nodeAttributes[2] != 0) {\n // the node is fixed\n this.u_Data[i] = [\n nodeAttributes[1],\n nodeAttributes[2],\n currentNode[2],\n currentNode[3]\n ];\n return;\n }\n\n // repulsive\n const repulsive = this.calcRepulsive(i, currentNode);\n dx += repulsive[0];\n dy += repulsive[1];\n // attractive\n const attractive = this.calcAttractive(i, currentNode);\n dx += attractive[0];\n dy += attractive[1];\n // gravity\n const gravity = this.calcGravity(currentNode, nodeAttributes);\n dx -= gravity[0];\n dy -= gravity[1];\n // speed\n dx *= this.u_Speed;\n dy *= this.u_Speed;\n\n // move\n const distLength = sqrt(dx * dx + dy * dy);\n if (distLength > 0.0) {\n const limitedDist = min(this.u_MaxDisplace * this.u_Speed, distLength);\n this.u_Data[i] = [\n currentNode[0] + dx / distLength * limitedDist,\n currentNode[1] + dy / distLength * limitedDist,\n currentNode[2],\n currentNode[3]\n ];\n }\n }\n}\n",e.fruchtermanBundle='{"shaders":{"WGSL":"","GLSL450":"","GLSL100":"\\n\\nfloat epsilon = 0.00001;\\nvec2 addrTranslation_1Dto2D(float address1D, vec2 texSize) {\\n vec2 conv_const = vec2(1.0 / texSize.x, 1.0 / (texSize.x * texSize.y));\\n vec2 normAddr2D = float(address1D) * conv_const;\\n return vec2(fract(normAddr2D.x + epsilon), normAddr2D.y);\\n}\\n\\nvoid barrier() {}\\n \\n\\nuniform vec2 u_OutputTextureSize;\\nuniform int u_OutputTexelCount;\\nvarying vec2 v_TexCoord;\\n\\nbool gWebGPUDebug = false;\\nvec4 gWebGPUDebugOutput = vec4(0.0);\\n\\n#define MAX_EDGE_PER_VERTEX __DefineValuePlaceholder__MAX_EDGE_PER_VERTEX\\n#define VERTEX_COUNT __DefineValuePlaceholder__VERTEX_COUNT\\n\\nuniform sampler2D u_Data;\\nuniform vec2 u_DataSize;\\nvec4 getDatau_Data(vec2 address2D) {\\n return vec4(texture2D(u_Data, address2D).rgba);\\n}\\nvec4 getDatau_Data(float address1D) {\\n return getDatau_Data(addrTranslation_1Dto2D(address1D, u_DataSize));\\n}\\nvec4 getDatau_Data(int address1D) {\\n return getDatau_Data(float(address1D));\\n}\\nuniform float u_K;\\nuniform float u_K2;\\nuniform vec2 u_Center;\\nuniform float u_Gravity;\\nuniform float u_ClusterGravity;\\nuniform float u_Speed;\\nuniform float u_MaxDisplace;\\nuniform float u_Clustering;\\nuniform sampler2D u_AttributeArray;\\nuniform vec2 u_AttributeArraySize;\\nvec4 getDatau_AttributeArray(vec2 address2D) {\\n return vec4(texture2D(u_AttributeArray, address2D).rgba);\\n}\\nvec4 getDatau_AttributeArray(float address1D) {\\n return getDatau_AttributeArray(addrTranslation_1Dto2D(address1D, u_AttributeArraySize));\\n}\\nvec4 getDatau_AttributeArray(int address1D) {\\n return getDatau_AttributeArray(float(address1D));\\n}\\nuniform sampler2D u_ClusterCenters;\\nuniform vec2 u_ClusterCentersSize;\\nvec4 getDatau_ClusterCenters(vec2 address2D) {\\n return vec4(texture2D(u_ClusterCenters, address2D).rgba);\\n}\\nvec4 getDatau_ClusterCenters(float address1D) {\\n return getDatau_ClusterCenters(addrTranslation_1Dto2D(address1D, u_ClusterCentersSize));\\n}\\nvec4 getDatau_ClusterCenters(int address1D) {\\n return getDatau_ClusterCenters(float(address1D));\\n}\\nvec2 calcRepulsive(int i, vec4 currentNode) {\\nivec3 workGroupSize = ivec3(1, 1, 1);\\nivec3 numWorkGroups = ivec3(1, 1, 1); \\nint globalInvocationIndex = int(floor(v_TexCoord.x * u_OutputTextureSize.x))\\n + int(floor(v_TexCoord.y * u_OutputTextureSize.y)) * int(u_OutputTextureSize.x);\\nint workGroupIDLength = globalInvocationIndex / (workGroupSize.x * workGroupSize.y * workGroupSize.z);\\nivec3 workGroupID = ivec3(workGroupIDLength / numWorkGroups.y / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.y);\\nint localInvocationIDZ = globalInvocationIndex / (workGroupSize.x * workGroupSize.y);\\nint localInvocationIDY = (globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y) / workGroupSize.x;\\nint localInvocationIDX = globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y - localInvocationIDY * workGroupSize.x;\\nivec3 localInvocationID = ivec3(localInvocationIDX, localInvocationIDY, localInvocationIDZ);\\nivec3 globalInvocationID = workGroupID * workGroupSize + localInvocationID;\\nint localInvocationIndex = localInvocationID.z * workGroupSize.x * workGroupSize.y\\n + localInvocationID.y * workGroupSize.x + localInvocationID.x;\\nfloat dx = 0.0;\\nfloat dy = 0.0;\\nfor (int j = 0; j < VERTEX_COUNT; j++) {if (i != j) {vec4 nextNode = getDatau_Data(j);\\nfloat xDist = currentNode.x - nextNode.x;\\nfloat yDist = currentNode.y - nextNode.y;\\nfloat dist = ((xDist * xDist) + (yDist * yDist)) + 0.01;\\nfloat param = u_K2 / dist;\\nif (dist > 0.0) {dx += param * xDist;\\ndy += param * yDist;\\nif ((xDist == 0.0) && (yDist == 0.0)) {float sign = (i < j) ? (1.0) : (-1.0);\\ndx += param * sign;\\ndy += param * sign;}}}}\\nreturn vec2(dx, dy);}\\nvec2 calcGravity(vec4 currentNode, vec4 nodeAttributes) {\\nivec3 workGroupSize = ivec3(1, 1, 1);\\nivec3 numWorkGroups = ivec3(1, 1, 1); \\nint globalInvocationIndex = int(floor(v_TexCoord.x * u_OutputTextureSize.x))\\n + int(floor(v_TexCoord.y * u_OutputTextureSize.y)) * int(u_OutputTextureSize.x);\\nint workGroupIDLength = globalInvocationIndex / (workGroupSize.x * workGroupSize.y * workGroupSize.z);\\nivec3 workGroupID = ivec3(workGroupIDLength / numWorkGroups.y / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.y);\\nint localInvocationIDZ = globalInvocationIndex / (workGroupSize.x * workGroupSize.y);\\nint localInvocationIDY = (globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y) / workGroupSize.x;\\nint localInvocationIDX = globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y - localInvocationIDY * workGroupSize.x;\\nivec3 localInvocationID = ivec3(localInvocationIDX, localInvocationIDY, localInvocationIDZ);\\nivec3 globalInvocationID = workGroupID * workGroupSize + localInvocationID;\\nint localInvocationIndex = localInvocationID.z * workGroupSize.x * workGroupSize.y\\n + localInvocationID.y * workGroupSize.x + localInvocationID.x;\\nfloat dx = 0.0;\\nfloat dy = 0.0;\\nfloat vx = currentNode.x - u_Center.x;\\nfloat vy = currentNode.y - u_Center.y;\\nfloat gf = (0.01 * u_K) * u_Gravity;\\ndx = gf * vx;\\ndy = gf * vy;\\nif (u_Clustering == 1.0) {int clusterIdx = int(nodeAttributes.x);\\nvec4 center = getDatau_ClusterCenters(clusterIdx);\\nfloat cvx = currentNode.x - center.x;\\nfloat cvy = currentNode.y - center.y;\\nfloat dist = sqrt((cvx * cvx) + (cvy * cvy)) + 0.01;\\nfloat parma = (u_K * u_ClusterGravity) / dist;\\ndx += parma * cvx;\\ndy += parma * cvy;}\\nreturn vec2(dx, dy);}\\nvec2 calcAttractive(int i, vec4 currentNode) {\\nivec3 workGroupSize = ivec3(1, 1, 1);\\nivec3 numWorkGroups = ivec3(1, 1, 1); \\nint globalInvocationIndex = int(floor(v_TexCoord.x * u_OutputTextureSize.x))\\n + int(floor(v_TexCoord.y * u_OutputTextureSize.y)) * int(u_OutputTextureSize.x);\\nint workGroupIDLength = globalInvocationIndex / (workGroupSize.x * workGroupSize.y * workGroupSize.z);\\nivec3 workGroupID = ivec3(workGroupIDLength / numWorkGroups.y / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.y);\\nint localInvocationIDZ = globalInvocationIndex / (workGroupSize.x * workGroupSize.y);\\nint localInvocationIDY = (globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y) / workGroupSize.x;\\nint localInvocationIDX = globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y - localInvocationIDY * workGroupSize.x;\\nivec3 localInvocationID = ivec3(localInvocationIDX, localInvocationIDY, localInvocationIDZ);\\nivec3 globalInvocationID = workGroupID * workGroupSize + localInvocationID;\\nint localInvocationIndex = localInvocationID.z * workGroupSize.x * workGroupSize.y\\n + localInvocationID.y * workGroupSize.x + localInvocationID.x;\\nfloat dx = 0.0;\\nfloat dy = 0.0;\\nint arr_offset = int(floor(currentNode.z + 0.5));\\nint length = int(floor(currentNode.w + 0.5));\\nvec4 node_buffer;\\nfor (int p = 0; p < MAX_EDGE_PER_VERTEX; p++) {if (p >= length) {break;}\\nint arr_idx = arr_offset + int(p);\\nint buf_offset = arr_idx - ((arr_idx / 4) * 4);\\nif ((p == 0) || (buf_offset == 0)) {node_buffer = getDatau_Data(int(arr_idx / 4));}\\nfloat float_j = (buf_offset == 0) ? (node_buffer.x) : ((buf_offset == 1) ? (node_buffer.y) : ((buf_offset == 2) ? (node_buffer.z) : (node_buffer.w)));\\nvec4 nextNode = getDatau_Data(int(float_j));\\nfloat xDist = currentNode.x - nextNode.x;\\nfloat yDist = currentNode.y - nextNode.y;\\nfloat dist = sqrt((xDist * xDist) + (yDist * yDist)) + 0.01;\\nfloat attractiveF = dist / u_K;\\nif (dist > 0.0) {dx -= xDist * attractiveF;\\ndy -= yDist * attractiveF;\\nif ((xDist == 0.0) && (yDist == 0.0)) {float sign = (i < int(float_j)) ? (1.0) : (-1.0);\\ndx -= sign * attractiveF;\\ndy -= sign * attractiveF;}}}\\nreturn vec2(dx, dy);}\\nvoid main() {\\nivec3 workGroupSize = ivec3(1, 1, 1);\\nivec3 numWorkGroups = ivec3(1, 1, 1); \\nint globalInvocationIndex = int(floor(v_TexCoord.x * u_OutputTextureSize.x))\\n + int(floor(v_TexCoord.y * u_OutputTextureSize.y)) * int(u_OutputTextureSize.x);\\nint workGroupIDLength = globalInvocationIndex / (workGroupSize.x * workGroupSize.y * workGroupSize.z);\\nivec3 workGroupID = ivec3(workGroupIDLength / numWorkGroups.y / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.y);\\nint localInvocationIDZ = globalInvocationIndex / (workGroupSize.x * workGroupSize.y);\\nint localInvocationIDY = (globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y) / workGroupSize.x;\\nint localInvocationIDX = globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y - localInvocationIDY * workGroupSize.x;\\nivec3 localInvocationID = ivec3(localInvocationIDX, localInvocationIDY, localInvocationIDZ);\\nivec3 globalInvocationID = workGroupID * workGroupSize + localInvocationID;\\nint localInvocationIndex = localInvocationID.z * workGroupSize.x * workGroupSize.y\\n + localInvocationID.y * workGroupSize.x + localInvocationID.x;\\nint i = globalInvocationID.x;\\nvec4 currentNode = getDatau_Data(i);\\nfloat dx = 0.0;\\nfloat dy = 0.0;\\nif (i >= VERTEX_COUNT) {gl_FragColor = vec4(currentNode);\\nreturn ;}\\nvec4 nodeAttributes = getDatau_AttributeArray(i);\\nif ((nodeAttributes.y != 0.0) && (nodeAttributes.z != 0.0)) {gl_FragColor = vec4(vec4(nodeAttributes.y, nodeAttributes.z, currentNode.z, currentNode.w));\\nreturn ;}\\nvec2 repulsive = calcRepulsive(i, currentNode);\\ndx += repulsive.x;\\ndy += repulsive.y;\\nvec2 attractive = calcAttractive(i, currentNode);\\ndx += attractive.x;\\ndy += attractive.y;\\nvec2 gravity = calcGravity(currentNode, nodeAttributes);\\ndx -= gravity.x;\\ndy -= gravity.y;\\ndx *= u_Speed;\\ndy *= u_Speed;\\nfloat distLength = sqrt((dx * dx) + (dy * dy));\\nif (distLength > 0.0) {float limitedDist = min(u_MaxDisplace * u_Speed, distLength);\\ngl_FragColor = vec4(vec4(currentNode.x + ((dx / distLength) * limitedDist), currentNode.y + ((dy / distLength) * limitedDist), currentNode.z, currentNode.w));}if (gWebGPUDebug) {\\n gl_FragColor = gWebGPUDebugOutput;\\n}}\\n"},"context":{"name":"","dispatch":[1,1,1],"threadGroupSize":[1,1,1],"maxIteration":1,"defines":[{"name":"MAX_EDGE_PER_VERTEX","type":"Float","runtime":true},{"name":"VERTEX_COUNT","type":"Float","runtime":true}],"uniforms":[{"name":"u_Data","type":"vec4[]","storageClass":"StorageBuffer","readonly":false,"writeonly":false,"size":[1,1]},{"name":"u_K","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_K2","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_Center","type":"vec2","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_Gravity","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_ClusterGravity","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_Speed","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_MaxDisplace","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_Clustering","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_AttributeArray","type":"vec4[]","storageClass":"StorageBuffer","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_ClusterCenters","type":"vec4[]","storageClass":"StorageBuffer","readonly":true,"writeonly":false,"size":[1,1]}],"globalDeclarations":[],"output":{"name":"u_Data","size":[1,1],"length":1},"needPingpong":true}}',e.clusterCode="\nimport { globalInvocationID } from 'g-webgpu';\nconst VERTEX_COUNT;\nconst CLUSTER_COUNT;\n@numthreads(1, 1, 1)\nclass CalcCenter {\n @in\n u_Data: vec4[];\n @in\n u_NodeAttributes: vec4[]; // [[clusterIdx, 0, 0, 0], ...]\n @in @out\n u_ClusterCenters: vec4[]; // [[cx, cy, nodeCount, clusterIdx], ...]\n @main\n compute() {\n const i = globalInvocationID.x;\n const center = this.u_ClusterCenters[i];\n let sumx = 0;\n let sumy = 0;\n let count = 0;\n for (let j = 0; j < VERTEX_COUNT; j++) {\n const attributes = this.u_NodeAttributes[j];\n const clusterIdx = int(attributes[0]);\n const vertex = this.u_Data[j];\n if (clusterIdx == i) {\n sumx += vertex.x;\n sumy += vertex.y;\n count += 1;\n }\n }\n this.u_ClusterCenters[i] = [\n sumx / count,\n sumy / count,\n count,\n i\n ];\n }\n}\n",e.clusterBundle='{"shaders":{"WGSL":"","GLSL450":"","GLSL100":"\\n\\nfloat epsilon = 0.00001;\\nvec2 addrTranslation_1Dto2D(float address1D, vec2 texSize) {\\n vec2 conv_const = vec2(1.0 / texSize.x, 1.0 / (texSize.x * texSize.y));\\n vec2 normAddr2D = float(address1D) * conv_const;\\n return vec2(fract(normAddr2D.x + epsilon), normAddr2D.y);\\n}\\n\\nvoid barrier() {}\\n \\n\\nuniform vec2 u_OutputTextureSize;\\nuniform int u_OutputTexelCount;\\nvarying vec2 v_TexCoord;\\n\\nbool gWebGPUDebug = false;\\nvec4 gWebGPUDebugOutput = vec4(0.0);\\n\\n#define VERTEX_COUNT __DefineValuePlaceholder__VERTEX_COUNT\\n#define CLUSTER_COUNT __DefineValuePlaceholder__CLUSTER_COUNT\\n\\nuniform sampler2D u_Data;\\nuniform vec2 u_DataSize;\\nvec4 getDatau_Data(vec2 address2D) {\\n return vec4(texture2D(u_Data, address2D).rgba);\\n}\\nvec4 getDatau_Data(float address1D) {\\n return getDatau_Data(addrTranslation_1Dto2D(address1D, u_DataSize));\\n}\\nvec4 getDatau_Data(int address1D) {\\n return getDatau_Data(float(address1D));\\n}\\nuniform sampler2D u_NodeAttributes;\\nuniform vec2 u_NodeAttributesSize;\\nvec4 getDatau_NodeAttributes(vec2 address2D) {\\n return vec4(texture2D(u_NodeAttributes, address2D).rgba);\\n}\\nvec4 getDatau_NodeAttributes(float address1D) {\\n return getDatau_NodeAttributes(addrTranslation_1Dto2D(address1D, u_NodeAttributesSize));\\n}\\nvec4 getDatau_NodeAttributes(int address1D) {\\n return getDatau_NodeAttributes(float(address1D));\\n}\\nuniform sampler2D u_ClusterCenters;\\nuniform vec2 u_ClusterCentersSize;\\nvec4 getDatau_ClusterCenters(vec2 address2D) {\\n return vec4(texture2D(u_ClusterCenters, address2D).rgba);\\n}\\nvec4 getDatau_ClusterCenters(float address1D) {\\n return getDatau_ClusterCenters(addrTranslation_1Dto2D(address1D, u_ClusterCentersSize));\\n}\\nvec4 getDatau_ClusterCenters(int address1D) {\\n return getDatau_ClusterCenters(float(address1D));\\n}\\nvoid main() {\\nivec3 workGroupSize = ivec3(1, 1, 1);\\nivec3 numWorkGroups = ivec3(1, 1, 1); \\nint globalInvocationIndex = int(floor(v_TexCoord.x * u_OutputTextureSize.x))\\n + int(floor(v_TexCoord.y * u_OutputTextureSize.y)) * int(u_OutputTextureSize.x);\\nint workGroupIDLength = globalInvocationIndex / (workGroupSize.x * workGroupSize.y * workGroupSize.z);\\nivec3 workGroupID = ivec3(workGroupIDLength / numWorkGroups.y / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.y);\\nint localInvocationIDZ = globalInvocationIndex / (workGroupSize.x * workGroupSize.y);\\nint localInvocationIDY = (globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y) / workGroupSize.x;\\nint localInvocationIDX = globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y - localInvocationIDY * workGroupSize.x;\\nivec3 localInvocationID = ivec3(localInvocationIDX, localInvocationIDY, localInvocationIDZ);\\nivec3 globalInvocationID = workGroupID * workGroupSize + localInvocationID;\\nint localInvocationIndex = localInvocationID.z * workGroupSize.x * workGroupSize.y\\n + localInvocationID.y * workGroupSize.x + localInvocationID.x;\\nint i = globalInvocationID.x;\\nvec4 center = getDatau_ClusterCenters(i);\\nfloat sumx = 0.0;\\nfloat sumy = 0.0;\\nfloat count = 0.0;\\nfor (int j = 0; j < VERTEX_COUNT; j++) {vec4 attributes = getDatau_NodeAttributes(j);\\nint clusterIdx = int(attributes.x);\\nvec4 vertex = getDatau_Data(j);\\nif (clusterIdx == i) {sumx += vertex.x;\\nsumy += vertex.y;\\ncount += 1.0;}}\\ngl_FragColor = vec4(vec4(sumx / count, sumy / count, count, i));if (gWebGPUDebug) {\\n gl_FragColor = gWebGPUDebugOutput;\\n}}\\n"},"context":{"name":"","dispatch":[1,1,1],"threadGroupSize":[1,1,1],"maxIteration":1,"defines":[{"name":"VERTEX_COUNT","type":"Float","runtime":true},{"name":"CLUSTER_COUNT","type":"Float","runtime":true}],"uniforms":[{"name":"u_Data","type":"vec4[]","storageClass":"StorageBuffer","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_NodeAttributes","type":"vec4[]","storageClass":"StorageBuffer","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_ClusterCenters","type":"vec4[]","storageClass":"StorageBuffer","readonly":false,"writeonly":false,"size":[1,1]}],"globalDeclarations":[],"output":{"name":"u_ClusterCenters","size":[1,1],"length":1},"needPingpong":true}}'},62121:function(t,e,n){"use strict";var r,i=this&&this.__extends||(r=function(t,e){return r=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in 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float;\n\n @in\n u_NodeAttributeArray1: vec4[];\n\n @in\n u_NodeAttributeArray2: vec4[];\n\n @in\n u_interval: float;\n\n unpack_float(packedValue: float): ivec2 {\n const packedIntValue = int(packedValue);\n const v0 = packedIntValue / SHIFT_20;\n return [v0, packedIntValue - v0 * SHIFT_20];\n }\n\n calcRepulsive(i: int, currentNode: vec4): vec2 {\n let ax = 0, ay = 0;\n for (let j: int = 0; j < VERTEX_COUNT; j++) {\n if (i != j) {\n const nextNode = this.u_Data[j];\n const vx = currentNode[0] - nextNode[0];\n const vy = currentNode[1] - nextNode[1];\n const dist = sqrt(vx * vx + vy * vy) + 0.01;\n const n_dist = (dist + 0.1) * this.u_coulombDisScale;\n const direx = vx / dist;\n const direy = vy / dist;\n const attributesi = this.u_NodeAttributeArray1[i];\n const attributesj = this.u_NodeAttributeArray1[j];\n const massi = attributesi[0];\n const nodeStrengthi = attributesi[2];\n const nodeStrengthj = attributesj[2];\n const nodeStrength = (nodeStrengthi + nodeStrengthj) / 2;\n // const param = nodeStrength * this.u_factor / (n_dist * n_dist * massi);\n const param = nodeStrength * this.u_factor / (n_dist * n_dist);\n ax += direx * param;\n ay += direy * param;\n }\n }\n return [ax, ay];\n }\n\n calcGravity(i: int, currentNode: vec4, attributes2: vec4): vec2 {\n // note: attributes2 = [centerX, centerY, gravity, 0]\n\n const vx = currentNode[0] - attributes2[0];\n const vy = currentNode[1] - attributes2[1];\n \n const ax = vx * attributes2[2];\n const ay = vy * attributes2[2];\n \n return [ax, ay];\n }\n\n calcAttractive(i: int, currentNode: vec4, attributes1: vec4): vec2 {\n // note: attributes1 = [mass, degree, nodeSterngth, 0]\n\n const mass = attributes1[0];\n let ax = 0, ay = 0;\n // const arr_offset = int(floor(currentNode[2] + 0.5));\n // const length = int(floor(currentNode[3] + 0.5));\n\n const compressed = this.unpack_float(currentNode[2]);\n const length = compressed[0];\n const arr_offset = compressed[1];\n\n const node_buffer: vec4;\n for (let p: int = 0; p < MAX_EDGE_PER_VERTEX; p++) {\n if (p >= length) break;\n const arr_idx = arr_offset + 4 * p; // i 节点的第 p 条边开始的小格子位置\n const buf_offset = arr_idx - arr_idx / 4 * 4;\n if (p == 0 || buf_offset == 0) {\n node_buffer = this.u_Data[int(arr_idx / 4)]; // 大格子，大格子位置=小个子位置 / 4，\n }\n\n let float_j: float = node_buffer[0];\n\n const nextNode = this.u_Data[int(float_j)];\n const vx = nextNode[0] - currentNode[0];\n const vy = nextNode[1] - currentNode[1];\n const dist = sqrt(vx * vx + vy * vy) + 0.01;\n const direx = vx / dist;\n const direy = vy / dist;\n const edgeLength = node_buffer[1];\n const edgeStrength = node_buffer[2];\n const diff: float = edgeLength - dist;//edgeLength\n // const param = diff * this.u_stiffness / mass; //\n const param = diff * edgeStrength / mass; // \n ax -= direx * param;\n ay -= direy * param;\n }\n return [ax, ay];\n }\n\n @main\n compute() {\n const i = globalInvocationID.x;\n const currentNode = this.u_Data[i];\n const movement = u_AveMovement[0];\n let ax = 0, ay = 0;\n\n if (i >= VERTEX_COUNT || movement.x < u_minMovement) {\n this.u_Data[i] = currentNode;\n return;\n }\n\n // 每个节点属性占两个数组中各一格\n // [mass, degree, nodeStrength, fx]\n const nodeAttributes1 = this.u_NodeAttributeArray1[i];\n // [centerX, centerY, centerGravity, fy]\n const nodeAttributes2 = this.u_NodeAttributeArray2[i];\n\n // repulsive\n const repulsive = this.calcRepulsive(i, currentNode);\n ax += repulsive[0];\n ay += repulsive[1];\n\n // attractive\n const attractive = this.calcAttractive(i, currentNode, nodeAttributes1);\n ax += attractive[0];\n ay += attractive[1];\n\n // gravity\n const gravity = this.calcGravity(i, currentNode, nodeAttributes2);\n ax -= gravity[0];\n ay -= gravity[1];\n\n // speed\n const param = this.u_interval * this.u_damping;\n let vx = ax * param;\n let vy = ay * param;\n const vlength = sqrt(vx * vx + vy * vy) + 0.0001;\n if (vlength > this.u_maxSpeed) {\n const param2 = this.u_maxSpeed / vlength;\n vx = param2 * vx;\n vy = param2 * vy;\n }\n\n // move\n if (nodeAttributes1[3] != 0 && nodeAttributes2[3] != 0) {\n this.u_Data[i] = [\n nodeAttributes1[3],\n nodeAttributes2[3],\n currentNode[2],\n 0\n ];\n } else {\n const distx = vx * this.u_interval;\n const disty = vy * this.u_interval;\n const distLength = sqrt(distx * distx + disty * disty);\n this.u_Data[i] = [\n currentNode[0] + distx,\n currentNode[1] + disty,\n currentNode[2],\n distLength\n ];\n }\n \n // the avarage move distance\n // need to share memory\n \n }\n}\n",e.gForceBundle='{"shaders":{"WGSL":"","GLSL450":"","GLSL100":"\\n\\nfloat epsilon = 0.00001;\\nvec2 addrTranslation_1Dto2D(float address1D, vec2 texSize) {\\n vec2 conv_const = vec2(1.0 / texSize.x, 1.0 / (texSize.x * texSize.y));\\n vec2 normAddr2D = float(address1D) * conv_const;\\n return vec2(fract(normAddr2D.x + epsilon), normAddr2D.y);\\n}\\n\\nvoid barrier() {}\\n \\n\\nuniform vec2 u_OutputTextureSize;\\nuniform int u_OutputTexelCount;\\nvarying vec2 v_TexCoord;\\n\\nbool gWebGPUDebug = false;\\nvec4 gWebGPUDebugOutput = vec4(0.0);\\n\\n#define MAX_EDGE_PER_VERTEX __DefineValuePlaceholder__MAX_EDGE_PER_VERTEX\\n#define VERTEX_COUNT __DefineValuePlaceholder__VERTEX_COUNT\\n#define SHIFT_20 1048576.0\\n\\nuniform sampler2D u_Data;\\nuniform vec2 u_DataSize;\\nvec4 getDatau_Data(vec2 address2D) {\\n return vec4(texture2D(u_Data, address2D).rgba);\\n}\\nvec4 getDatau_Data(float address1D) {\\n return getDatau_Data(addrTranslation_1Dto2D(address1D, u_DataSize));\\n}\\nvec4 getDatau_Data(int address1D) {\\n return getDatau_Data(float(address1D));\\n}\\nuniform float u_damping;\\nuniform float u_maxSpeed;\\nuniform float u_minMovement;\\nuniform sampler2D u_AveMovement;\\nuniform vec2 u_AveMovementSize;\\nvec4 getDatau_AveMovement(vec2 address2D) {\\n return vec4(texture2D(u_AveMovement, address2D).rgba);\\n}\\nvec4 getDatau_AveMovement(float address1D) {\\n return getDatau_AveMovement(addrTranslation_1Dto2D(address1D, u_AveMovementSize));\\n}\\nvec4 getDatau_AveMovement(int address1D) {\\n return getDatau_AveMovement(float(address1D));\\n}\\nuniform float u_coulombDisScale;\\nuniform float u_factor;\\nuniform sampler2D u_NodeAttributeArray1;\\nuniform vec2 u_NodeAttributeArray1Size;\\nvec4 getDatau_NodeAttributeArray1(vec2 address2D) {\\n return vec4(texture2D(u_NodeAttributeArray1, address2D).rgba);\\n}\\nvec4 getDatau_NodeAttributeArray1(float address1D) {\\n return getDatau_NodeAttributeArray1(addrTranslation_1Dto2D(address1D, u_NodeAttributeArray1Size));\\n}\\nvec4 getDatau_NodeAttributeArray1(int address1D) {\\n return getDatau_NodeAttributeArray1(float(address1D));\\n}\\nuniform sampler2D u_NodeAttributeArray2;\\nuniform vec2 u_NodeAttributeArray2Size;\\nvec4 getDatau_NodeAttributeArray2(vec2 address2D) {\\n return vec4(texture2D(u_NodeAttributeArray2, address2D).rgba);\\n}\\nvec4 getDatau_NodeAttributeArray2(float address1D) {\\n return getDatau_NodeAttributeArray2(addrTranslation_1Dto2D(address1D, u_NodeAttributeArray2Size));\\n}\\nvec4 getDatau_NodeAttributeArray2(int address1D) {\\n return getDatau_NodeAttributeArray2(float(address1D));\\n}\\nuniform float u_interval;\\nivec2 unpack_float(float packedValue) {\\nivec3 workGroupSize = ivec3(1, 1, 1);\\nivec3 numWorkGroups = ivec3(1, 1, 1); \\nint globalInvocationIndex = int(floor(v_TexCoord.x * u_OutputTextureSize.x))\\n + int(floor(v_TexCoord.y * u_OutputTextureSize.y)) * int(u_OutputTextureSize.x);\\nint workGroupIDLength = globalInvocationIndex / (workGroupSize.x * workGroupSize.y * workGroupSize.z);\\nivec3 workGroupID = ivec3(workGroupIDLength / numWorkGroups.y / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.y);\\nint localInvocationIDZ = globalInvocationIndex / (workGroupSize.x * workGroupSize.y);\\nint localInvocationIDY = (globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y) / workGroupSize.x;\\nint localInvocationIDX = globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y - localInvocationIDY * workGroupSize.x;\\nivec3 localInvocationID = ivec3(localInvocationIDX, localInvocationIDY, localInvocationIDZ);\\nivec3 globalInvocationID = workGroupID * workGroupSize + localInvocationID;\\nint localInvocationIndex = localInvocationID.z * workGroupSize.x * workGroupSize.y\\n + localInvocationID.y * workGroupSize.x + localInvocationID.x;\\nint packedIntValue = int(packedValue);\\nint v0 = packedIntValue / int(SHIFT_20);\\nreturn ivec2(v0, packedIntValue - (v0 * int(SHIFT_20)));}\\nvec2 calcRepulsive(int i, vec4 currentNode) {\\nivec3 workGroupSize = ivec3(1, 1, 1);\\nivec3 numWorkGroups = ivec3(1, 1, 1); \\nint globalInvocationIndex = int(floor(v_TexCoord.x * u_OutputTextureSize.x))\\n + int(floor(v_TexCoord.y * u_OutputTextureSize.y)) * int(u_OutputTextureSize.x);\\nint workGroupIDLength = globalInvocationIndex / (workGroupSize.x * workGroupSize.y * workGroupSize.z);\\nivec3 workGroupID = ivec3(workGroupIDLength / numWorkGroups.y / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.y);\\nint localInvocationIDZ = globalInvocationIndex / (workGroupSize.x * workGroupSize.y);\\nint localInvocationIDY = (globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y) / workGroupSize.x;\\nint localInvocationIDX = globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y - localInvocationIDY * workGroupSize.x;\\nivec3 localInvocationID = ivec3(localInvocationIDX, localInvocationIDY, localInvocationIDZ);\\nivec3 globalInvocationID = workGroupID * workGroupSize + localInvocationID;\\nint localInvocationIndex = localInvocationID.z * workGroupSize.x * workGroupSize.y\\n + localInvocationID.y * workGroupSize.x + localInvocationID.x;\\nfloat ax = 0.0;\\nfloat ay = 0.0;\\nfor (int j = 0; j < VERTEX_COUNT; j++) {if (i != j) {vec4 nextNode = getDatau_Data(j);\\nfloat vx = currentNode.x - nextNode.x;\\nfloat vy = currentNode.y - nextNode.y;\\nfloat dist = sqrt((vx * vx) + (vy * vy)) + 0.01;\\nfloat n_dist = (dist + 0.1) * u_coulombDisScale;\\nfloat direx = vx / dist;\\nfloat direy = vy / dist;\\nvec4 attributesi = getDatau_NodeAttributeArray1(i);\\nvec4 attributesj = getDatau_NodeAttributeArray1(j);\\nfloat massi = attributesi.x;\\nfloat nodeStrengthi = attributesi.z;\\nfloat nodeStrengthj = attributesj.z;\\nfloat nodeStrength = (nodeStrengthi + nodeStrengthj) / 2.0;\\nfloat param = (nodeStrength * u_factor) / (n_dist * n_dist);\\nax += direx * param;\\nay += direy * param;}}\\nreturn vec2(ax, ay);}\\nvec2 calcGravity(int i, vec4 currentNode, vec4 attributes2) {\\nivec3 workGroupSize = ivec3(1, 1, 1);\\nivec3 numWorkGroups = ivec3(1, 1, 1); \\nint globalInvocationIndex = int(floor(v_TexCoord.x * u_OutputTextureSize.x))\\n + int(floor(v_TexCoord.y * u_OutputTextureSize.y)) * int(u_OutputTextureSize.x);\\nint workGroupIDLength = globalInvocationIndex / (workGroupSize.x * workGroupSize.y * workGroupSize.z);\\nivec3 workGroupID = ivec3(workGroupIDLength / numWorkGroups.y / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.y);\\nint localInvocationIDZ = globalInvocationIndex / (workGroupSize.x * workGroupSize.y);\\nint localInvocationIDY = (globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y) / workGroupSize.x;\\nint localInvocationIDX = globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y - localInvocationIDY * workGroupSize.x;\\nivec3 localInvocationID = ivec3(localInvocationIDX, localInvocationIDY, localInvocationIDZ);\\nivec3 globalInvocationID = workGroupID * workGroupSize + localInvocationID;\\nint localInvocationIndex = localInvocationID.z * workGroupSize.x * workGroupSize.y\\n + localInvocationID.y * workGroupSize.x + localInvocationID.x;\\nfloat vx = currentNode.x - attributes2.x;\\nfloat vy = currentNode.y - attributes2.y;\\nfloat ax = vx * attributes2.z;\\nfloat ay = vy * attributes2.z;\\nreturn vec2(ax, ay);}\\nvec2 calcAttractive(int i, vec4 currentNode, vec4 attributes1) {\\nivec3 workGroupSize = ivec3(1, 1, 1);\\nivec3 numWorkGroups = ivec3(1, 1, 1); \\nint globalInvocationIndex = int(floor(v_TexCoord.x * u_OutputTextureSize.x))\\n + int(floor(v_TexCoord.y * u_OutputTextureSize.y)) * int(u_OutputTextureSize.x);\\nint workGroupIDLength = globalInvocationIndex / (workGroupSize.x * workGroupSize.y * workGroupSize.z);\\nivec3 workGroupID = ivec3(workGroupIDLength / numWorkGroups.y / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.y);\\nint localInvocationIDZ = globalInvocationIndex / (workGroupSize.x * workGroupSize.y);\\nint localInvocationIDY = (globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y) / workGroupSize.x;\\nint localInvocationIDX = globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y - localInvocationIDY * workGroupSize.x;\\nivec3 localInvocationID = ivec3(localInvocationIDX, localInvocationIDY, localInvocationIDZ);\\nivec3 globalInvocationID = workGroupID * workGroupSize + localInvocationID;\\nint localInvocationIndex = localInvocationID.z * workGroupSize.x * workGroupSize.y\\n + localInvocationID.y * workGroupSize.x + localInvocationID.x;\\nfloat mass = attributes1.x;\\nfloat ax = 0.0;\\nfloat ay = 0.0;\\nivec2 compressed = unpack_float(currentNode.z);\\nint length = compressed.x;\\nint arr_offset = compressed.y;\\nvec4 node_buffer;\\nfor (int p = 0; p < MAX_EDGE_PER_VERTEX; p++) {if (p >= length) {break;}\\nint arr_idx = arr_offset + (4 * p);\\nint buf_offset = arr_idx - ((arr_idx / 4) * 4);\\nif ((p == 0) || (buf_offset == 0)) {node_buffer = getDatau_Data(int(arr_idx / 4));}\\nfloat float_j = node_buffer.x;\\nvec4 nextNode = getDatau_Data(int(float_j));\\nfloat vx = nextNode.x - currentNode.x;\\nfloat vy = nextNode.y - currentNode.y;\\nfloat dist = sqrt((vx * vx) + (vy * vy)) + 0.01;\\nfloat direx = vx / dist;\\nfloat direy = vy / dist;\\nfloat edgeLength = node_buffer.y;\\nfloat edgeStrength = node_buffer.z;\\nfloat diff = edgeLength - dist;\\nfloat param = (diff * edgeStrength) / mass;\\nax -= direx * param;\\nay -= direy * param;}\\nreturn vec2(ax, ay);}\\nvoid main() {\\nivec3 workGroupSize = ivec3(1, 1, 1);\\nivec3 numWorkGroups = ivec3(1, 1, 1); \\nint globalInvocationIndex = int(floor(v_TexCoord.x * u_OutputTextureSize.x))\\n + int(floor(v_TexCoord.y * u_OutputTextureSize.y)) * int(u_OutputTextureSize.x);\\nint workGroupIDLength = globalInvocationIndex / (workGroupSize.x * workGroupSize.y * workGroupSize.z);\\nivec3 workGroupID = ivec3(workGroupIDLength / numWorkGroups.y / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.y);\\nint localInvocationIDZ = globalInvocationIndex / (workGroupSize.x * workGroupSize.y);\\nint localInvocationIDY = (globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y) / workGroupSize.x;\\nint localInvocationIDX = globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y - localInvocationIDY * workGroupSize.x;\\nivec3 localInvocationID = ivec3(localInvocationIDX, localInvocationIDY, localInvocationIDZ);\\nivec3 globalInvocationID = workGroupID * workGroupSize + localInvocationID;\\nint localInvocationIndex = localInvocationID.z * workGroupSize.x * workGroupSize.y\\n + localInvocationID.y * workGroupSize.x + localInvocationID.x;\\nint i = globalInvocationID.x;\\nvec4 currentNode = getDatau_Data(i);\\nvec4 movement = getDatau_AveMovement(0.0);\\nfloat ax = 0.0;\\nfloat ay = 0.0;\\nif ((i >= VERTEX_COUNT) || (movement.x < u_minMovement)) {gl_FragColor = vec4(currentNode);\\nreturn ;}\\nvec4 nodeAttributes1 = getDatau_NodeAttributeArray1(i);\\nvec4 nodeAttributes2 = getDatau_NodeAttributeArray2(i);\\nvec2 repulsive = calcRepulsive(i, currentNode);\\nax += repulsive.x;\\nay += repulsive.y;\\nvec2 attractive = calcAttractive(i, currentNode, nodeAttributes1);\\nax += attractive.x;\\nay += attractive.y;\\nvec2 gravity = calcGravity(i, currentNode, nodeAttributes2);\\nax -= gravity.x;\\nay -= gravity.y;\\nfloat param = u_interval * u_damping;\\nfloat vx = ax * param;\\nfloat vy = ay * param;\\nfloat vlength = sqrt((vx * vx) + (vy * vy)) + 0.0001;\\nif (vlength > u_maxSpeed) {float param2 = u_maxSpeed / vlength;\\nvx = param2 * vx;\\nvy = param2 * vy;}\\nif ((nodeAttributes1.w != 0.0) && (nodeAttributes2.w != 0.0)) {gl_FragColor = vec4(vec4(nodeAttributes1.w, nodeAttributes2.w, currentNode.z, 0.0));}else {float distx = vx * u_interval;\\nfloat disty = vy * u_interval;\\nfloat distLength = sqrt((distx * distx) + (disty * disty));\\ngl_FragColor = vec4(vec4(currentNode.x + distx, currentNode.y + disty, currentNode.z, distLength));}if (gWebGPUDebug) {\\n gl_FragColor = gWebGPUDebugOutput;\\n}}\\n"},"context":{"name":"","dispatch":[1,1,1],"threadGroupSize":[1,1,1],"maxIteration":1,"defines":[{"name":"MAX_EDGE_PER_VERTEX","type":"Float","runtime":true},{"name":"VERTEX_COUNT","type":"Float","runtime":true},{"name":"SHIFT_20","type":"Float","value":1048576,"runtime":false}],"uniforms":[{"name":"u_Data","type":"vec4[]","storageClass":"StorageBuffer","readonly":false,"writeonly":false,"size":[1,1]},{"name":"u_damping","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_maxSpeed","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_minMovement","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_AveMovement","type":"vec4[]","storageClass":"StorageBuffer","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_coulombDisScale","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_factor","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_NodeAttributeArray1","type":"vec4[]","storageClass":"StorageBuffer","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_NodeAttributeArray2","type":"vec4[]","storageClass":"StorageBuffer","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_interval","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]}],"globalDeclarations":[],"output":{"name":"u_Data","size":[1,1],"length":1},"needPingpong":true}}',e.aveMovementCode="\nconst VERTEX_COUNT;\n@numthreads(1, 1, 1)\nclass CalcAveMovement {\n @in\n u_Data: vec4[];\n @in\n u_iter: float;\n @in @out\n u_AveMovement: vec4[];\n @main\n compute() {\n let movement = 0;\n for (let j: int = 0; j < VERTEX_COUNT; j++) {\n const vertex = this.u_Data[j];\n movement += vertex[3];\n }\n movement = movement / float(VERTEX_COUNT);\n this.u_AveMovement[0] = [movement, 0, 0, 0];\n }\n}\n",e.aveMovementBundle='{"shaders":{"WGSL":"","GLSL450":"","GLSL100":"\\n\\nfloat epsilon = 0.00001;\\nvec2 addrTranslation_1Dto2D(float address1D, vec2 texSize) {\\n vec2 conv_const = vec2(1.0 / texSize.x, 1.0 / (texSize.x * texSize.y));\\n vec2 normAddr2D = float(address1D) * conv_const;\\n return vec2(fract(normAddr2D.x + epsilon), normAddr2D.y);\\n}\\n\\nvoid barrier() {}\\n \\n\\nuniform vec2 u_OutputTextureSize;\\nuniform int u_OutputTexelCount;\\nvarying vec2 v_TexCoord;\\n\\nbool gWebGPUDebug = false;\\nvec4 gWebGPUDebugOutput = vec4(0.0);\\n\\n#define VERTEX_COUNT __DefineValuePlaceholder__VERTEX_COUNT\\n\\nuniform sampler2D u_Data;\\nuniform vec2 u_DataSize;\\nvec4 getDatau_Data(vec2 address2D) {\\n return vec4(texture2D(u_Data, address2D).rgba);\\n}\\nvec4 getDatau_Data(float address1D) {\\n return getDatau_Data(addrTranslation_1Dto2D(address1D, u_DataSize));\\n}\\nvec4 getDatau_Data(int address1D) {\\n return getDatau_Data(float(address1D));\\n}\\nuniform float u_iter;\\nuniform sampler2D u_AveMovement;\\nuniform vec2 u_AveMovementSize;\\nvec4 getDatau_AveMovement(vec2 address2D) {\\n return vec4(texture2D(u_AveMovement, address2D).rgba);\\n}\\nvec4 getDatau_AveMovement(float address1D) {\\n return getDatau_AveMovement(addrTranslation_1Dto2D(address1D, u_AveMovementSize));\\n}\\nvec4 getDatau_AveMovement(int address1D) {\\n return getDatau_AveMovement(float(address1D));\\n}\\nvoid main() {\\nivec3 workGroupSize = ivec3(1, 1, 1);\\nivec3 numWorkGroups = ivec3(1, 1, 1); \\nint globalInvocationIndex = int(floor(v_TexCoord.x * u_OutputTextureSize.x))\\n + int(floor(v_TexCoord.y * u_OutputTextureSize.y)) * int(u_OutputTextureSize.x);\\nint workGroupIDLength = globalInvocationIndex / (workGroupSize.x * workGroupSize.y * workGroupSize.z);\\nivec3 workGroupID = ivec3(workGroupIDLength / numWorkGroups.y / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.z, workGroupIDLength / numWorkGroups.x / numWorkGroups.y);\\nint localInvocationIDZ = globalInvocationIndex / (workGroupSize.x * workGroupSize.y);\\nint localInvocationIDY = (globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y) / workGroupSize.x;\\nint localInvocationIDX = globalInvocationIndex - localInvocationIDZ * workGroupSize.x * workGroupSize.y - localInvocationIDY * workGroupSize.x;\\nivec3 localInvocationID = ivec3(localInvocationIDX, localInvocationIDY, localInvocationIDZ);\\nivec3 globalInvocationID = workGroupID * workGroupSize + localInvocationID;\\nint localInvocationIndex = localInvocationID.z * workGroupSize.x * workGroupSize.y\\n + localInvocationID.y * workGroupSize.x + localInvocationID.x;\\nfloat movement = 0.0;\\nfor (int j = 0; j < VERTEX_COUNT; j++) {vec4 vertex = getDatau_Data(j);\\nmovement += vertex.w;}\\nmovement = movement / float(VERTEX_COUNT);\\ngl_FragColor = vec4(vec4(movement, 0.0, 0.0, 0.0));if (gWebGPUDebug) {\\n gl_FragColor = gWebGPUDebugOutput;\\n}}\\n"},"context":{"name":"","dispatch":[1,1,1],"threadGroupSize":[1,1,1],"maxIteration":1,"defines":[{"name":"VERTEX_COUNT","type":"Float","runtime":true}],"uniforms":[{"name":"u_Data","type":"vec4[]","storageClass":"StorageBuffer","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_iter","type":"Float","storageClass":"Uniform","readonly":true,"writeonly":false,"size":[1,1]},{"name":"u_AveMovement","type":"vec4[]","storageClass":"StorageBuffer","readonly":false,"writeonly":false,"size":[1,1]}],"globalDeclarations":[],"output":{"name":"u_AveMovement","size":[1,1],"length":1},"needPingpong":true}}'},36010:function(t,e,n){"use strict";var r,i=this&&this.__extends||(r=function(t,e){return r=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var n in e)Object.prototype.hasOwnProperty.call(e,n)&&(t[n]=e[n])},r(t,e)},function(t,e){if("function"!=typeof e&&null!==e)throw new TypeError("Class extends value 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All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function i(t,e){Array.isArray(t)||(t=[t]),t.forEach((t=>{null!=t&&r.util.assert("complex64"!==t.dtype,(()=>`${e} does not support complex64 tensors in the CPU backend.`))}))} +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the License); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an AS IS BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function o(t){const e=new Float32Array(t.length);for(let n=0;n{const s=r.backend_util.assertAndGetBroadcastShape(e,n),u=s.length,l=r.util.computeStrides(s),c=r.util.sizeFromShape(s),h=r.util.getTypedArrayFromDType(a,c),d=e.length,f=n.length,p=r.util.computeStrides(e),m=r.util.computeStrides(n),g=r.backend_util.getBroadcastDims(e,s),v=r.backend_util.getBroadcastDims(n,s);if(g.length+v.length===0)for(let e=0;ea[t]=0));const s=r.util.locToIndex(a,d,p),c=n.slice(-f);v.forEach((t=>c[t]=0));const y=r.util.locToIndex(c,f,m);h[e]=t(i[s],o[y])}return[h,s]}} +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function s(t){const{inputs:e,backend:n}=t,{real:r,imag:i}=e,o=n.data.get(r.dataId).values,a=n.data.get(i.dataId).values,s=n.makeTensorInfo(r.shape,"complex64");return n.data.get(s.dataId).complexTensorInfos={real:n.makeTensorInfo(r.shape,"float32",o),imag:n.makeTensorInfo(i.shape,"float32",a)},s}r.Complex; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function u(t,e,n="float32"){if("complex64"===n){return s({inputs:{real:u(t,e,"float32"),imag:u(t,e,"float32")},backend:t})}const i=r.util.makeZerosTypedArray(r.util.sizeFromShape(e),n);return t.makeTensorInfo(e,n,i)} +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function l(t){const{inputs:e,backend:n}=t,{x:r}=e;return n.incRef(r.dataId),{dataId:r.dataId,shape:r.shape,dtype:r.dtype}}r.Identity; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function c(t){const{inputs:e,backend:n}=t,{input:r}=e,i=n.data.get(r.dataId).complexTensorInfos.real,o=n.data.get(i.dataId).values;return n.makeTensorInfo(i.shape,i.dtype,o)}r.Real; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function h(t,e,n,i){if("int32"===i){return[e,"int32",Int32Array.from(t)]}if("bool"===i){const i=r.util.toTypedArray([0],n),[o,s]=a(((t,e)=>t!==e?1:0))(e,[],t,i,"bool");return[s,"bool",o]}throw new Error(`Error in Cast: failed to cast ${n} to ${i}`)}function d(t){const{inputs:e,backend:n,attrs:i}=t,{x:o}=e,{dtype:a}=i;if("complex64"===a){if("complex64"===o.dtype)return l({inputs:{x:o},backend:n});const t=u(n,o.shape,o.dtype),e=d({inputs:{x:o},backend:n,attrs:{dtype:"float32"}}),r=s({inputs:{real:e,imag:t},backend:n});return n.disposeIntermediateTensorInfo(t),n.disposeIntermediateTensorInfo(e),r}if("complex64"===o.dtype){const t=c({inputs:{input:o},backend:n}),e=d({inputs:{x:t},backend:n,attrs:{dtype:a}});return n.disposeIntermediateTensorInfo(t),e}if(!r.util.hasEncodingLoss(o.dtype,a)){const t=l({inputs:{x:o},backend:n});return{dataId:t.dataId,shape:t.shape,dtype:a}}const f=n.data.get(o.dataId).values,[p,m,g]=h(f,o.shape,o.dtype,a);return n.makeTensorInfo(p,m,g)}r.Cast; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function f(t,e,n,o){return null==n?({inputs:n,backend:a})=>{const{a:s,b:u}=n,l=a;i([s,u],t);const c=l.data.get(s.dataId).values,h=l.data.get(u.dataId).values,d="string"===s.dtype?r.backend_util.fromUint8ToStringArray(c):c,f="string"===s.dtype?r.backend_util.fromUint8ToStringArray(h):h,p=o||s.dtype,[m,g]=e(s.shape,u.shape,d,f,p);return l.makeTensorInfo(g,p,m)}:({inputs:t,backend:r})=>{const{a:i,b:a}=t,u=r;if("complex64"===i.dtype||"complex64"===a.dtype){const t=d({inputs:{x:i},backend:u,attrs:{dtype:"complex64"}}),e=u.data.get(t.dataId),r=e.complexTensorInfos.real,o=e.complexTensorInfos.imag,l=u.data.get(r.dataId).values,c=u.data.get(o.dataId).values,h=d({inputs:{x:a},backend:u,attrs:{dtype:"complex64"}}),f=u.data.get(h.dataId),p=f.complexTensorInfos.real,m=f.complexTensorInfos.imag,g=u.data.get(p.dataId).values,v=u.data.get(m.dataId).values,[y,b,x]=n(i.shape,a.shape,l,c,g,v),w=u.makeTensorInfo(x,"float32",y),_=u.makeTensorInfo(x,"float32",b),S=s({inputs:{real:w,imag:_},backend:u});return u.disposeIntermediateTensorInfo(t),u.disposeIntermediateTensorInfo(h),u.disposeIntermediateTensorInfo(w),u.disposeIntermediateTensorInfo(_),S}{const t=u.data.get(i.dataId).values,n=u.data.get(a.dataId).values,r=o||i.dtype,[s,l]=e(i.shape,a.shape,t,n,r);return u.makeTensorInfo(l,r,s)}}}function p(t){return(e,n,i,o,a,s)=>{const u=r.backend_util.assertAndGetBroadcastShape(e,n),l=r.util.sizeFromShape(u),c=u.length,h=r.util.computeStrides(u),d=r.util.getTypedArrayFromDType("float32",l),f=r.util.getTypedArrayFromDType("float32",l),p=r.backend_util.getBroadcastDims(e,u),m=r.backend_util.getBroadcastDims(n,u),g=r.backend_util.mergeRealAndImagArrays(i,o),v=r.backend_util.mergeRealAndImagArrays(a,s),y=e.length,b=r.util.computeStrides(e),x=n.length,w=r.util.computeStrides(n);if(p.length+m.length===0)for(let e=0;ei[t]=0));const o=r.util.locToIndex(i,y,b),a=n.slice(-x);m.forEach((t=>a[t]=0));const s=r.util.locToIndex(a,x,w),u=t(g[2*o],g[2*o+1],v[2*s],v[2*s+1]);d[e]=u.real,f[e]=u.imag}return[d,f,u]}} +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const m=a(((t,e)=>t+e)),g=p(((t,e,n,r)=>({real:t+n,imag:e+r})));f(r.Add,m,g),r.Add; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function v(t,e,n,i,o){const a=r.util.sizeFromShape(i),s=r.util.makeZerosTypedArray(o,n);for(let n=0;n=o||(s[r]+=a>0?e[n]:1)}return s}function y(t,e,n,i=!1){const o=t.shape[0],a=t.shape[1],s=(0,r.buffer)([o,n],e.dtype);for(let r=0;r=n||(i?s.set(1,r,a):e.size>0?s.set(s.get(r,a)+e.get(r,o),r,a):s.set(s.get(r,a)+1,r,a))}return s} +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const b=a(((t,e)=>t&e));f(r.BitwiseAnd,b),r.BitwiseAnd; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function x(t){return(e,n,i)=>{const o=r.util.getArrayFromDType(n,e.length);for(let n=0;n{const{x:u}=o;i(u,t);const l=s,c=l.data.get(u.dataId).values;let h;if("string"===u.dtype){if(!Array.isArray(c))throw new Error("String tensor's value was not an instance of Array");h=r.backend_util.fromUint8ToStringArray(c)}else h=c;const d=n||u.dtype,f=e(h,d,a);return l.makeTensorInfo(u.shape,d,f)}} +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the License); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an AS IS BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const S=x((t=>Math.ceil(t)));_(r.Ceil,S),r.Ceil; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function E(t,e,n,i){const o=r.util.getArrayFromDType(n,r.util.sizeFromShape(e));if(i&&"string"!==n){let e=0;t.forEach((t=>{const n=r.util.sizeFromShape(t.shape);o.set(t.vals,e),e+=n}))}else{let i=0;t.forEach((t=>{const a="string"===n?r.backend_util.fromUint8ToStringArray(t.vals):t.vals;let s=0;for(let n=0;nt===e?1:0)),A=(f(r.Equal,M,null,"bool"),r.Equal,x((t=>Math.exp(t)))),C=(_(r.Exp,A,"float32"),r.Exp,x((t=>Math.expm1(t)))),T=(_(r.Expm1,C),r.Expm1,x((t=>Math.floor(t)))),k=(_(r.Floor,T),r.Floor,a(((t,e)=>Math.floor(t/e))));f(r.FloorDiv,k,null,"int32"),r.FloorDiv; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function I(t,e,n,i,o,a,s,u,l){const c=(0,r.buffer)([i,a],n);for(let n=0;n=l/a)throw new Error(`Invalid indices: ${r} does not index into ${u}`);for(let t=0;tt>e?1:0)),O=(f(r.Greater,P,null,"bool"),r.Greater,a(((t,e)=>t>=e?1:0))),L=(f(r.GreaterEqual,O,null,"bool"),r.GreaterEqual,a(((t,e)=>tt<=e?1:0)));f(r.LessEqual,R,null,"bool"),r.LessEqual; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function D(t,e,n){const i=(e-t)/(n-1),o=r.util.makeZerosTypedArray(n,"float32");o[0]=t;for(let t=1;tMath.log(t)));_(r.Log,z),r.Log; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function F(t,e,n,i){const o=r.util.getTypedArrayFromDType(i,r.util.sizeFromShape(n));for(let n=0;ni)&&(i=e)}o[n]=i}return o} +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const B=a(((t,e)=>Math.max(t,e))),U=(f(r.Maximum,B),r.Maximum,a(((t,e)=>Math.min(t,e)))),j=(f(r.Minimum,U),r.Minimum,a(((t,e)=>t*e))),V=p(((t,e,n,r)=>({real:t*n-e*r,imag:t*r+e*n})));f(r.Multiply,j,V),r.Multiply; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function H(t,e,n){const i=r.util.createScalarValue(-1,n);return j([],e,i,t,n)}r.Neg;const G=a(((t,e)=>t!==e?1:0));f(r.NotEqual,G,null,"bool"),r.NotEqual; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function W(t,e,n,i,o){const a=e.length,s=r.util.sizeFromShape(e),u=r.util.computeStrides(e),l=r.util.computeStrides(o),c=r.util.getTypedArrayFromDType(n,r.util.sizeFromShape(o));for(let e=0;e[0]));!function(t,e){for(let n=0;ni)throw new Error("Ragged splits must not point past values");for(let t=1;tr[t])throw new Error("Ragged splits must be sorted in ascending order")}}(n,r);let u=1;for(let t=0;t=0){const t=s[i],e=t[t.length-1]-r[a];for(let t=a;t{if(t<0||t>=n){const o=r.util.indexToLoc(i,e.length,r.util.computeStrides(e)).join(",");throw new Error(`indices[${o}] = ${t} is not in [0, ${n})`)}}))}(a,s,e[0][0]-1),0===i.length)throw new Error("params.rank must be nonzero");const l=i[0],{outSplits:c,valueSlices:h,numValues:d}=Y(a,s,t,l),f=function(t){const e=[];for(let n=0;no[e]=t))}return e}(c),p=$(n,i,o,h,d);return[f,p[0],p[1]]} +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const Z=2147483647;function Q(t,e,n,i,o,a,s){if(e.length>1)throw new Error("starts must be a scalar or vector");if(o.length>1)throw new Error("limits must be a scalar or vector");if(s.length>1)throw new Error("deltas must be a scalar or vector");const u=0===e.length,l=0===o.length,c=0===s.length,h=[];u||h.push(e[0]),l||h.push(o[0]),c||h.push(s[0]);for(let t=1;t0&&rn)s=0;else if(s=Math.ceil(Math.abs((r-n)/o)),s>Z)throw new Error(`Requires ((limit - start) / delta) <= ${Z}`);f[e+1]=f[e]+s}const p=f[d],m=r.util.getArrayFromDType(n,p);let g=0;for(let e=0;en&&(n=e)}return n}static getMaxWidthValueRowID(t){const e=t.length;if(0===e)return 0;let n=0,r=t[0],i=0;for(let o=1;o"Final length of result must be equal to firstDimension.")),o}calculateOutputIndexRowSplit(t,e,n,r){const i=t.length,o=[];for(let a=0;a0&&o.length!==t[i-1])throw new Error("Invalid row split size.");return o}calculateOutputIndexValueRowID(t,e,n,r){const i=t.length,o=[];if(0===i)return[];let a=0,s=t[0];if(s>=e.length)throw new Error(`Got currentValueRowId=${s}, which is not less than ${e.length}`);let u=e[s];o.push(u);for(let l=1;l=0&&(++a,a=e.length)throw new Error(`Got nextValueRowId=${i} which is not less than ${e.length}`);u=e[i]}o.push(u)}if(o.length!==t.length)throw new Error("Invalid row ids.");return o}calculateOutputIndex(t,e,n,r){const i=this.getRowPartitionTensor(t),o=this.getRowPartitionTypeByDimension(t);switch(o){case J.VALUE_ROWIDS:return this.calculateOutputIndexValueRowID(i,e,n,r);case J.ROW_SPLITS:if(i.length-1>e.length)throw new Error(`Row partition size is greater than output size: ${i.length-1} > ${e.length}`);return this.calculateOutputIndexRowSplit(i,e,n,r);default:throw new Error(`Unsupported partition type: ${J[o]}`)}}getFirstDimensionSize(){const t=this.rowPartitionValues[0];if(0===this.rowPartitionTypes.length)throw new Error("No row_partition_types given.");const e=this.rowPartitionTypes[0];switch(e){case J.FIRST_DIM_SIZE:return t[0];case J.VALUE_ROWIDS:throw new Error("Cannot handle VALUE_ROWIDS in first dimension.");case J.ROW_SPLITS:return this.rowPartitionValuesShapes[0][0]-1;default:throw new Error(`Cannot handle type ${J[e]}`)}}compute(){if(this.rowPartitionValues[0].length<=0)throw new Error("Invalid first partition input. Tensor requires at least one element.");const t=this.getFirstDimensionSize(),e=this.calculateOutputSize(t),n=new Array(this.raggedRank+1);n[n.length-1]=1;for(let t=n.length-2;t>=0;--t)n[t]=n[t+1]*e[t+1];const i=nt(e,!1),o=r.util.getArrayFromDType(this.valuesDType,r.util.sizeFromShape(i));if(n[0]*e[0]>0){let r=this.calculateFirstParentOutputIndex(t,n[0],e[0]);for(let t=1;t<=this.raggedRank;++t){r=this.calculateOutputIndex(t-1,r,n[t],e[t])}this.setOutput(this.raggedRank,r,o,i)}return[i,o]}setOutput(t,e,n,i){if(0===n.length)return;const o=this.values,a=n;let s=i.slice();s=s.slice(t+1);const u=r.util.sizeFromShape(s),l=e.length;let c=this.defaultValue;if(c.length!==u&&1!==c.length){const t=this.defaultValueShape;(0,r.tidy)((()=>{const e=(0,r.reshape)(c,t),n=(0,r.broadcastTo)(e,s);c=n.dataSync()}))}let h=0,d=0,f=0;for(let t=0;t<=l;++t){let r=t=l){const t=n.length;r=Math.floor(t/u)}if(r>f)if(1===this.defaultValue.length)a.subarray(f*u,r*u).fill(this.defaultValue[0]),f=r;else for(;r>f;){et(a.slice(f*u),c,u),++f}r<0?(h=t+1,d=f):(h=t,d=f,f=d+1)}else++f}}}function et(t,e,n){for(let r=0;r= 0`);if(r<-1)throw new Error(`Dimension ${r} must be >= -1`);r=-1}n.push(r)}return n}function rt(t,e,n,r,i,o,a,s,u,l){return new tt(t,e,n,r,i,o,a,s,u,l).compute()} +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function it(t,e,n,i){if(t===e||t1)return r.util.makeZerosTypedArray(0,i);const o=Math.abs(Math.ceil((e-t)/n)),a=r.util.makeZerosTypedArray(o,i);e1/Math.sqrt(t)));_(r.Rsqrt,ot),r.Rsqrt; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function at(t,e,n,i,o,a,s,u,l,c){const h=[i/o,o],d=t.values,f=e.values;if(0===i)return(0,r.buffer)(n,e.dtype);const p=l instanceof r.TensorBuffer?l:(0,r.buffer)(h,e.dtype);"string"==typeof l||"number"==typeof l?p.values.fill(l):"boolean"==typeof l&&p.values.fill(+l);for(let t=0;t=i/o)throw new Error(`Invalid indices: ${r} does not index into ${n}`);for(let n=0;n1/(1+Math.exp(-t))));w(r.Sigmoid,(t=>1/(1+Math.exp(-t)))),r.Sigmoid; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function ut(t,e,n,i,o){const a=r.slice_util.isSliceContinous(i,e,n),s=r.util.sizeFromShape(n),u=r.util.computeStrides(i);if(a){const n=r.slice_util.computeFlatOffset(e,u);return"string"===o?t.slice(n,n+s):t.subarray(n,n+s)}const l="string"===o?r.backend_util.fromUint8ToStringArray(t):t,c=(0,r.buffer)(i,o,l),h=(0,r.buffer)(n,o);for(let t=0;tt+e[n]));h.set(c.get(...r),...n)}return"string"===o?r.backend_util.fromStringArrayToUint8(h.values):h.values}r.Slice; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function lt(t,e,n,i,o,a,s){const u=e[0],l=a[0],c=new Array(l),h=new Array(u),d=e[1];if(0===l){if(0!==u)throw new Error(r.backend_util.getSparseFillEmptyRowsIndicesDenseShapeMismatch(u));return[r.util.getArrayFromDType(n,0),[0,d],r.util.getArrayFromDType(o,0),c,h]}let f=!0,p=0;const m=new Array(l).fill(0);for(let e=0;e=l)throw new Error(r.backend_util.getSparseFillEmptyRowsOutOfRangeIndexErrorMessage(e,n,l));++m[n],f=f&&n>=p,p=n}let g=!0;for(let t=0;t0&&(m[t]+=m[t-1])}if(g&&f){const e=t,n=i;for(let t=0;t0){f[d-1]=1;for(let t=d-2;t>=0;--t)f[t]=f[t+1]*i[t+1]}const p=[];if(u>0){p[u-1]=1;for(let t=u-2;t>=0;--t)p[t]=p[t+1]*l[t+1]}const m=r.util.getArrayFromDType(n,s*u);for(let e=0;e0?o[u-1]+1:0;if(h<0)throw new Error(r.backend_util.getSparseSegmentReductionNegativeSegmentIdsErrorMessage());const d=e.slice();d[0]=h;const f=d.reduce(((t,e)=>t*e),1),p=r.util.getArrayFromDType(n,f);if(0===u)return h>0&&p.fill(s),[p,d];if(h<=0)throw new Error(r.backend_util.getSparseSegmentReductionNegativeSegmentIdsErrorMessage());let m=0,g=1,v=0,y=o[m];for(;;){let e=0;if(g=e)throw new Error(r.backend_util.getSparseSegmentReductionNonIncreasingSegmentIdsErrorMessage())}if(y<0||y>=h)throw new Error(r.backend_util.getSparseSegmentReductionSegmentIdOutOfRangeErrorMessage(y,h));y>v&&p.fill(s,v*c,y*c);for(let e=m;e=l[0])throw new Error(r.backend_util.getSparseSegmentReductionIndicesOutOfRangeErrorMessage(e,i[e],l[0]));for(let e=0;eu)break}return vMath.sqrt(t))),ft=(w(r.Sqrt,(t=>Math.sqrt(t))),r.Sqrt,x(((t,e)=>{const{pattern:n,replaceGlobal:r,rewrite:i}=e;return t.replace(new RegExp(n,r?"g":""),i)})));_(r.StaticRegexReplace,ft),r.StaticRegexReplace; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function pt(t,e,n,i){const o=(0,r.buffer)(t,e.dtype);for(let t=0;t0?0:a-s);let d=0;d+=u*this.leftPad.length;for(let e=0;et.forEach((t=>f[p++]=t));for(let t=0;t0){m(t[h+c-1]);for(let t=0;t0){let t=e[0];if(0!==t)throw new Error(`First split value must be 0, got ${t}`);for(let r=1;r=t;if(i=i&&e[r]<=n,!i)throw new Error(`Invalid split value ${e[r]}, must be in [${t}, ${n}]`);t=e[r]}if(t!==n)throw new Error(`Last split value must be data size. Expected ${n}, got ${t}`)}const o=i-1,a=r.util.getArrayFromDType("int32",i);if(0===n||0===i){const t=new Array(n);for(let t=0;t<=o;++t)a[t]=0;return[t,a]}a[0]=0;for(let t=1;t<=o;++t){const n=e[t]-e[t-1];let r=0;this.nGramWidths.forEach((t=>{r+=this.getNumNGrams(n,t)})),this.preserveShort&&n>0&&0===r&&(r=1),a[t]=a[t-1]+r}const s=new Array(a[o]);for(let n=0;n{const a=e[n+1]-e[n],u=this.getNumNGrams(a,o);this.createNGrams(t,r,s,i,u,o),i+=u})),this.preserveShort&&i===a[n]){const o=e[n+1]-e[n];if(0===o)continue;const a=o+2*this.padWidth,u=1;this.createNGrams(t,r,s,i,u,a)}}return[s,a]}}function gt(t,e,n,r,i,o,a,s){return new mt(n,r,i,o,a,s).compute(t,e)} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function vt(t,e,n,r){if(!t.length)return;if(0===e.length){for(let e=0;et-e)),wt=p(((t,e,n,r)=>({real:t-n,imag:e-r})));f(r.Sub,xt,wt),r.Sub; +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function _t(t,e){const n=new Array(t.rank);for(let r=0;r{const n=e.value-t.value;return 0===n?t.index-e.index:n};function Et(t,e,n=0,i=t.length-1){for(;i>n;){if(i-n>600){const r=i-n+1,o=e-n+1,a=Math.log(r),s=.5*Math.exp(2*a/3),u=.5*Math.sqrt(a*s*(r-s)/r)*Math.sign(o-r/2);Et(t,e,Math.max(n,Math.floor(e-o*s/r+u)),Math.min(i,Math.floor(e+(r-o)*s/r+u)))}const o=t[e];let a=n,s=i;for(r.util.swap(t,n,e),St(t[i],o)>0&&r.util.swap(t,n,i);a0;)s-=1}0===St(t[n],o)?r.util.swap(t,n,s):(s+=1,r.util.swap(t,s,i)),s<=e&&(n=s+1),e<=s&&(i=s-1)}}function Mt(t,e,n,i,o){const a=e[e.length-1],[s,u]=[t.length/a,a],l=r.util.getTypedArrayFromDType(n,s*i),c=r.util.getTypedArrayFromDType("int32",s*i);for(let e=0;ea[e]={value:t,index:e})),i{for(let n=0;n{"use strict";n.d(e,{l:()=>U,w:()=>r});var r={};n.r(r),n.d(r,{GPUBytesPerElement:()=>R,MatMulProgramType:()=>F,assertNotComplex:()=>z,computeDispatch:()=>I,computeWorkPerThreadForConv2d:()=>O,computeWorkgroupInfoForMatMul:()=>N,computeWorkgroupSizeForConv2d:()=>P,flatDispatchLayout:()=>L,isWebGPUSupported:()=>D,tilesFitEvenlyIntoShape:()=>k});var i=n(86748); +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const o=(0,i.env)();o.registerFlag("WEBGPU_DEFERRED_SUBMIT_BATCH_SIZE",(()=>15)),o.registerFlag("WEBGPU_CPU_FORWARD",(()=>!0)),o.registerFlag("WEBGPU_MATMUL_PROGRAM_TYPE",(()=>-1)),o.registerFlag("WEBGPU_USE_NAIVE_CONV2D_TRANSPOSE",(()=>!0)),o.registerFlag("WEBGPU_USE_LOW_POWER_GPU",(()=>!1)),o.registerFlag("WEBGPU_CPU_HANDOFF_SIZE_THRESHOLD",(()=>1e3)),o.registerFlag("WEBGPU_USE_PROFILE_TOOL",(()=>!1)),o.registerFlag("WEBGPU_IMPORT_EXTERNAL_TEXTURE",(()=>!0)),o.registerFlag("WEBGPU_USE_NAIVE_CONV2D_DEBUG",(()=>!1)),o.registerFlag("WEBGPU_THRESHOLD_TO_INCREASE_WORKGROUPS_FOR_MATMUL",(()=>-1)),o.registerFlag("WEBGPU_CONV_SEPARATE_IM2COL_SHADER",(()=>!1)),o.registerFlag("WEBGPU_PRINT_SHADER",(()=>"")),o.registerFlag("WEBGPU_ENGINE_COMPILE_ONLY",(()=>!1)); +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class a{constructor(t){t&&(this.vendor=t.vendor,this.architecture=t.architecture,this.intelGPUGeneration=this.getIntelGPUGeneration())}getIntelGPUGeneration(){if(this.isIntel()){if(this.architecture.startsWith("gen"))return Number(this.architecture.match(/\d+/));if(this.architecture.startsWith("xe"))return 12}return 0}isIntel(){return"intel"===this.vendor}} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class s{constructor(t){this.device=t,this.numUsedBuffers=0,this.numFreeBuffers=0,this.freeBuffers=new Map,this.usedBuffers=new Map,this.numBytesUsed=0,this.numBytesAllocated=0}acquireBuffer(t,e,n=!1,r=!0){let i;const o=u(t,e);return r?(this.freeBuffers.has(o)||this.freeBuffers.set(o,[]),this.freeBuffers.get(o).length>0?(i=this.freeBuffers.get(o).pop(),this.numFreeBuffers--):(i=this.device.createBuffer({size:t,usage:e,mappedAtCreation:n}),this.numBytesAllocated+=t)):(i=this.device.createBuffer({size:t,usage:e,mappedAtCreation:n}),this.numBytesAllocated+=t),this.usedBuffers.has(o)||this.usedBuffers.set(o,[]),this.usedBuffers.get(o).push(i),this.numUsedBuffers++,this.numBytesUsed+=t,i}releaseBuffer(t,e=!0){if(0===this.freeBuffers.size)return;const n=t.size,r=u(n,t.usage),i=this.usedBuffers.get(r),o=i.indexOf(t);if(o<0)throw new Error("Cannot find the buffer in buffer manager");i[o]=i[i.length-1],i.pop(),this.numUsedBuffers--,this.numBytesUsed-=n,e?(this.freeBuffers.get(r).push(t),this.numFreeBuffers++):(t.destroy(),this.numBytesAllocated-=n)}getNumUsedBuffers(){return this.numUsedBuffers}getNumFreeBuffers(){return this.numFreeBuffers}dispose(){this.freeBuffers.forEach(((t,e)=>{t.forEach((t=>{t.destroy()}))})),this.usedBuffers.forEach(((t,e)=>{t.forEach((t=>{t.destroy()}))})),this.freeBuffers=new Map,this.usedBuffers=new Map,this.numUsedBuffers=0,this.numFreeBuffers=0,this.numBytesUsed=0,this.numBytesAllocated=0}}function u(t,e){return`${t}_${e}`} +/** + * @license + * Copyright 2022 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class l{constructor(t){this.device=t,this.numUsedTextures=0,this.numFreeTextures=0,this.freeTextures=new Map,this.usedTextures=new Map,this.numBytesUsed=0,this.numBytesAllocated=0}acquireTexture(t,e,n,r){const i=t*e*h(n),o=c(t,e,n,r);if(this.freeTextures.has(o)||this.freeTextures.set(o,[]),this.usedTextures.has(o)||this.usedTextures.set(o,[]),this.numBytesUsed+=i,this.numUsedTextures++,this.freeTextures.get(o).length>0){this.numFreeTextures--;const t=this.freeTextures.get(o).shift();return this.usedTextures.get(o).push(t),t}this.numBytesAllocated+=i;const a=this.device.createTexture({size:[t,e],format:n,usage:r});return this.usedTextures.get(o).push(a),a}releaseTexture(t){if(0===this.freeTextures.size)return;const e=t.width,n=t.height,r=t.format,i=c(e,n,r,t.usage);this.freeTextures.has(i)||this.freeTextures.set(i,[]),this.freeTextures.get(i).push(t),this.numFreeTextures++,this.numUsedTextures--;const o=this.usedTextures.get(i),a=o.indexOf(t);if(a<0)throw new Error("Cannot release a texture that was never provided by this texture manager");o.splice(a,1);const s=e*n*h(r);this.numBytesUsed-=s}getNumUsedTextures(){return this.numUsedTextures}getNumFreeTextures(){return this.numFreeTextures}dispose(){this.freeTextures.forEach(((t,e)=>{t.forEach((t=>{t.destroy()}))})),this.usedTextures.forEach(((t,e)=>{t.forEach((t=>{t.destroy()}))})),this.freeTextures=new Map,this.usedTextures=new Map,this.numUsedTextures=0,this.numFreeTextures=0,this.numBytesUsed=0,this.numBytesAllocated=0}}function c(t,e,n,r){return`${t}_${e}_${n}_${r}`}function h(t){if("rgba8unorm"===t)return 16;throw new Error(`${t} is not supported!`)} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function d(t,e){if(Math.max(...t)>5)throw new Error("Cannot symbolically compute strides for rank > 6 tensor.");const n=t.length,r=t.map((t=>`${e}.${"xyzwuv"[t]}`)),i=new Array(n-1);i[n-2]=r[n-1];for(let t=n-3;t>=0;--t)i[t]=`(${i[t+1]} * ${r[t+1]})`;return i}const f=(t,e,n)=>"int32"===n?`atomicAdd(${t}, bitcast(${e}));`:`\n {\n var oldValue = 0;\n loop {\n let newValueF32 = bitcast(oldValue) + (${e});\n let newValue = bitcast(newValueF32);\n let res = atomicCompareExchangeWeak(${t}, oldValue, newValue);\n if res.exchanged {\n break;\n }\n oldValue = res.old_value;\n }\n }`; +/** + * @license + * Copyright 2022 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +var p;!function(t){t[t.FROM_PIXELS=0]="FROM_PIXELS",t[t.DRAW=1]="DRAW"}(p||(p={}));const m=(t,e,n,r,o)=>{const a=function(t,e,n){const r=[],o=n.workgroupSize[0]*n.workgroupSize[1]*n.workgroupSize[2];if(n.outputComponent=n.outputComponent?n.outputComponent:1,r.push(`\n\n var localId: vec3;\n var localIndex: u32;\n var globalId: vec3;\n var numWorkgroups: vec3;\n var workgroupId: vec3;\n\n // Only used when the y/z dimension of workgroup size is 1.\n fn getGlobalIndex() -> i32 {\n ${M(n)?" return i32(globalId.x);":` return i32((workgroupId.z * numWorkgroups.x * numWorkgroups.y +\n workgroupId.y * numWorkgroups.x + workgroupId.x) * ${o}u +\n localIndex);\n `}\n }\n `),null!=n.pixelsOpType){const i=n.pixelsOpType===p.FROM_PIXELS?`@group(0) @binding(0) var result: array<${A(e.dtype,n.outputComponent)}>;`:`@group(0) @binding(1) var inBuf : array<${A(t[0].dtype,n.outputComponent)}>;`,o=3===e.shape.length?"vec2":"i32";r.push(`\n struct Uniform {\n outShapeStrides : ${o},\n size : i32,\n numChannels : i32,\n alpha : f32,\n };\n\n ${i}\n @group(0) @binding(2) var uniforms: Uniform;\n `);const a=C(n);return[w,r.join("\n"),S(e.shape),n.getUserCode(),x(a,n)].join("\n")}let a,s,u="struct Uniforms { NAN : f32, INFINITY : f32, ";n.variableNames.forEach(((e,n)=>{const r=v(t[n].shape.length);u+=`${e.charAt(0).toLowerCase()+e.slice(1)}Shape : ${r}, `,a=t[n].shape.length-1,s=v(a),u+=`${e.charAt(0).toLowerCase()+e.slice(1)}ShapeStrides: ${s}, `}));const l=v(e.shape.length);u+=`outShape : ${l}, `,a=e.shape.length-1,s=v(a),u+=`\n outShapeStrides: ${s}, `,n.size&&(u+="size : i32, ");n.uniforms&&(u+=n.uniforms);u+="};",u=function(t){const e=/(\w+)\s*:\s*vec(5|6)/g;t=t.replace(e,(t=>"@align(16) "+t));const n=/vec(5|6)\s*,\s*(\w+)/g;return t=t.replace(n,((t,e,n)=>`vec${e}, @align(16) ${n}`))}(u),r.push(u),n.atomic?r.push("\n @group(0) @binding(0) var result: array>;\n "):r.push(`\n @group(0) @binding(0) var result: array<${A(e.dtype,n.outputComponent)}>;\n `);n.variableNames.forEach(((e,i)=>{r.push(`\n @group(0) @binding(${1+i}) var ${e}: array<${n.variableComponents?A(t[i].dtype,n.variableComponents[i]):A(t[i].dtype,n.outputComponent)}>;\n `)})),""!==u&&r.push(`\n @group(0) @binding(${1+n.variableNames.length}) var uniforms: Uniforms;\n `);const c=function(t,e){const{x:n,y:r=[],z:i=[]}=e,o=t.length,a=n.length+r.length+i.length;if(a!==o)return"";if(n.length===o){return`fn getOutputCoords() -> ${v(o)}{\n let globalIndex = getGlobalIndex();\n return getCoordsFromIndex(globalIndex);\n }\n `}let s="";const u=[n,r,i];for(let t=0;t ${c} {\n ${s}\n`;0===l.length?h+=`return ${c}(0); }`:h+=`return ${c}(${l.join(",")}); }`;return h}(e.shape,n.dispatchLayout),h=[w,r.join("\n")+_,S(e.shape),c,E(e.shape.length)];n.atomic||h.push(function(t,e,n){const r=t.length,i=A(e,n);let o=`fn setOutputAtIndex(flatIndex : i32, value : ${g(n)}) {\n result[flatIndex] = ${i}(value);\n }\n\n fn setOutputAtIndexI32(flatIndex : i32, value : ${g(n,"i32")}) {\n result[flatIndex] = ${i}(value);\n }\n `;if(r>=2){const t=["d0","d1","d2","d3","d4","d5"].slice(0,r),e=v(r);o+=`\n fn setOutputAtCoords(${t.map((t=>`${t} : i32`)).join(", ")}, value : ${g(n)}) {\n let flatIndex = getOutputIndexFromCoords(${e}(${t.join(", ")}));\n setOutputAtIndex(flatIndex${1===n?"":` / ${n}`}, value);\n }\n fn setOutputAtCoordsI32(${t.map((t=>`${t} : i32`)).join(", ")}, value : ${g(n,"i32")}) {\n let flatIndex = getOutputIndexFromCoords(${e}(${t.join(", ")}));\n setOutputAtIndexI32(flatIndex${1===n?"":` / ${n}`}, value);\n }\n `}return o}(e.shape,e.dtype,n.outputComponent));n.variableNames.forEach(((e,n)=>{h.push(`${S(t[n].shape,e)}`)}));const f=t.map(((t,r)=>function(t,e,n,r){let o=function(t,e){const n=t.name,r=t.shape.length,i=v(r),o="get"+n.charAt(0).toUpperCase()+n.slice(1),a=["d0","d1","d2","d3","d4","d5"].slice(0,r),s=a.map((t=>`${t} : i32`)).join(", ");if(r<1)return`\n fn ${o}() -> ${g(e)} {\n return ${g(e)}(${n}[0]);\n }\n `;const u=`uniforms.${n.charAt(0).toLowerCase()+n.slice(1)}Shape`;let l=`${r}D`;0===r&&(l="1D");return`\n fn ${o}(${s}) -> ${g(e)} {\n return ${g(e)}(${n}[getIndexFromCoords${l}(${i}(${a.join(",")}),\n ${u})${1===e?"":` / ${e}`}]);\n }\n `}(t,n);const a=t.shape;a.length<=e.length&&(o+=function(t,e,n,r){const o=t.name,a=o.charAt(0).toUpperCase()+o.slice(1),s="get"+a+"ByOutput",u=t.shape.length,l=e.length,c=v(l);if(i.util.arraysEqual(t.shape,e)&&r)return`\n fn ${s}Index(globalIndex : i32) -> ${g(n)} {\n return ${g(n)}(${o}[globalIndex]);\n }\n\n fn ${s}Coords(coords : ${c}) -> ${g(n)} {\n return ${g(n)}(${o}[${l>1?"getOutputIndexFromCoords(coords)":"coords"}${1===n?"":` / ${n}`}]);\n }\n `;const h=i.backend_util.getBroadcastDims(t.shape,e),d=l-u;let f="";if(0===u)return`\n fn ${s}Index(globalIndex : i32) -> ${g(n)}{\n return get${a}();\n }\n\n fn ${s}Coords(coords : ${c}) -> ${g(n)}{\n return get${a}();\n }\n `;f=l<2&&h.length>=1?"coords = 0;":h.map((t=>`coords.${y(t+d)} = 0;`)).join("\n");let p="";if(l<2&&u>0)p="coords";else if(l>1){const e=v(u),n=t.shape.map(((t,e)=>`coords.${y(e+d)}`)).join(", ");p=`${e}(${n})`}else p="coords";const m=`uniforms.${o.charAt(0).toLowerCase()+o.slice(1)}Shape`,b=`${u}D`;return`\n fn ${s}Index(globalIndex : i32) -> ${g(n)} {\n var coords = getCoordsFromIndex(globalIndex);\n ${f}\n return ${g(n)}(${o}[getIndexFromCoords${b}(${p}, ${m})${1===n?"":` / ${n}`}]);\n }\n\n fn ${s}Coords(coordsIn : ${c}) -> ${g(n)} {\n var coords = coordsIn;\n ${f}\n return ${g(n)}(${o}[getIndexFromCoords${b}(${p}, ${m})${1===n?"":` / ${n}`}]);\n }\n`}(t,e,n,r));return o}(t,e.shape,n.variableComponents?n.variableComponents[r]:n.outputComponent,n.dispatchLayout.x.length===e.shape.length))).join("\n");h.push(f),h.push(n.getUserCode());const m=C(n);h.push(x(m,n));const b=h.join("\n");return b}(n,{dtype:r.dtype,shape:r.shape},e),s=t.createShaderModule({code:a,label:e.constructor.name});let u=(0,i.env)().get("WEBGPU_PRINT_SHADER");if(""!==u){u=u.toLowerCase();const t=u.split(",");("all"===u||t.some((t=>e.shaderKey.toLowerCase().includes(t))))&&(console.group(e.shaderKey),console.debug(a),console.groupEnd())}return o?t.createComputePipelineAsync({compute:{module:s,entryPoint:"_start"},label:e.constructor.name,layout:"auto"}):t.createComputePipeline({compute:{module:s,entryPoint:"_start"},label:e.constructor.name,layout:"auto"})},g=(t,e="f32")=>{switch(t){case 1:return`${e}`;case 2:return`vec2<${e}>`;case 3:return`vec3<${e}>`;case 4:return`vec4<${e}>`;default:throw new Error(`${t}-component ${e} is not supported.`)}};function v(t){if(t<=1)return"i32";if(2===t)return"vec2";if(3===t)return"vec3";if(4===t)return"vec4";if(5===t)return"vec5";if(6===t)return"vec6";throw Error(`GPU for rank ${t} is not yet supported`)}function y(t){if(0===t)return"x";if(1===t)return"y";if(2===t)return"z";if(3===t)return"w";if(4===t)return"u";if(5===t)return"v";throw Error(`Index ${t} is not yet supported`)}function b(...t){let e;switch(t.length){case 0:e="\n fn main()\n ";break;case 1:e=`\n fn main(${t[0]} : i32)\n `;break;default:throw Error("Unreachable")}return e}function x(t,e){let n;return n=`\n ${function(t){return`\n @compute @workgroup_size(${t.workgroupSize[0]}, ${t.workgroupSize[1]}, ${t.workgroupSize[2]})\n`}(e)}\n fn _start(@builtin(local_invocation_id) LocalId : vec3,\n @builtin(global_invocation_id) GlobalId : vec3,\n @builtin(local_invocation_index) LocalIndex: u32,\n @builtin(workgroup_id) WorkgroupId : vec3,\n @builtin(num_workgroups) NumWorkgroups : vec3) {\n localId = LocalId;\n localIndex = LocalIndex;\n globalId = GlobalId;\n numWorkgroups = NumWorkgroups;\n workgroupId = WorkgroupId;\n ${t?"main(getGlobalIndex());":"main();"};\n }\n `,n}const w="\n struct vec5 {x: i32, y: i32, z: i32, w: i32, u: i32};\n struct vec6 {x: i32, y: i32, z: i32, w: i32, u: i32, v: i32};\n\n // Checks whether coordinates lie within the bounds of the shape.\n fn coordsInBounds2D(coord : vec2, shape : vec2) -> bool {\n return all(coord >= vec2(0)) && all(coord < shape);\n }\n fn coordsInBounds3D(coord : vec3, shape : vec3) -> bool {\n return all(coord >= vec3(0)) && all(coord < shape);\n }\n fn coordsInBounds4D(coord : vec4, shape : vec4) -> bool {\n return all(coord >= vec4(0)) && all(coord < shape);\n }\n\n fn getIndexFromCoords1D(coord : i32, shape : i32) -> i32 {\n return coord;\n }\n fn getIndexFromCoords2D(coords : vec2, shape : vec2) -> i32 {\n return dot(coords, vec2(shape.y, 1));\n }\n fn getIndexFromCoords3D(coords : vec3, shape : vec3) -> i32 {\n return dot(coords, vec3(shape.y * shape.z, shape.z, 1));\n }\n fn getIndexFromCoords4D(coords : vec4, shape : vec4) -> i32 {\n return dot(coords, vec4(\n shape.y * shape.z * shape.w, shape.z * shape.w, shape.w, 1));\n }\n fn getIndexFromCoords5D(coords : vec5, shape : vec5) -> i32 {\n let shapeStrides: vec5 = vec5(shape.y * shape.z * shape.w * shape.u, shape.z * shape.w * shape.u, shape.w * shape.u, shape.u, 1);\n return coords.x*shapeStrides.x + coords.y*shapeStrides.y + coords.z*shapeStrides.z + coords.w*shapeStrides.w + coords.u*shapeStrides.u;\n }\n fn getIndexFromCoords6D(coords : vec6, shape : vec6) -> i32 {\n let shapeStrides: vec6 = vec6(shape.y * shape.z * shape.w * shape.u * shape.v, shape.z * shape.w * shape.u * shape.v, shape.w * shape.u * shape.v, shape.u * shape.v, shape.v, 1);\n return coords.x*shapeStrides.x + coords.y*shapeStrides.y + coords.z*shapeStrides.z + coords.w*shapeStrides.w + coords.u*shapeStrides.u + coords.v*shapeStrides.v;\n }\n\n // NaN defination in IEEE 754-1985 is :\n // - sign = either 0 or 1.\n // - biased exponent = all 1 bits.\n // - fraction = anything except all 0 bits (since all 0 bits represents infinity).\n // https://en.wikipedia.org/wiki/IEEE_754-1985#Representation_of_non-numbers\n fn isnan(val: f32) -> bool {\n let floatToUint: u32 = bitcast(val);\n return (floatToUint & 0x7fffffffu) > 0x7f800000u;\n }\n fn isnanVec4(val : vec4) -> vec4 {\n let floatToUint: vec4 = bitcast>(val);\n return (floatToUint & vec4(0x7fffffffu)) > vec4(0x7f800000u);\n }\n",_="\n fn isinf(val: f32) -> bool {\n return abs(val) == uniforms.INFINITY;\n }\n";function S(t,e=""){const n=t.length,r=""!==e?`get${e.charAt(0).toUpperCase()+e.slice(1)}CoordsFromIndex`:"getCoordsFromIndex",o=""!==e?`${e.charAt(0).toLowerCase()+e.slice(1)}ShapeStrides`:"outShapeStrides";if(n<=1)return`fn ${r}(index : i32) -> i32 { return index; }`;const a=i.util.computeStrides(t),s=v(n),u=[];for(let t=0;t vec2 {\n let d0 = index / uniforms.${o}; let d1 = index - d0 * uniforms.${o};\n return vec2(d0, d1);\n }`;let l;return l="var index2 = index;"+a.map(((t,e)=>`${`let ${u[e]} = index2 / uniforms.${o}.${y(e)}`}; ${e===a.length-1?`let ${u[e+1]} = index2 - ${u[e]} * uniforms.${o}.${y(e)}`:`index2 = index2 - ${u[e]} * uniforms.${o}.${y(e)}`};`)).join(""),`\n fn ${r}(index : i32) -> ${s} {\n ${l}\n return ${s}(${u.join(",")});\n }\n `}function E(t){let e="";switch(t){case 0:case 1:e+="\n fn getOutputIndexFromCoords(coords : i32) -> i32 {\n return coords;\n }\n ";break;case 2:e+="\n fn getOutputIndexFromCoords(coords : vec2) -> i32 {\n return dot(coords, vec2(uniforms.outShapeStrides, 1));\n }\n ";break;case 3:e+="\n fn getOutputIndexFromCoords(coords : vec3) -> i32 {\n return dot(coords, vec3(uniforms.outShapeStrides.x, uniforms.outShapeStrides.y, 1));\n }\n ";break;case 4:e+="\n fn getOutputIndexFromCoords(coords : vec4) -> i32 {\n return dot(coords, vec4(\n uniforms.outShapeStrides.x, uniforms.outShapeStrides.y, uniforms.outShapeStrides.z, 1));\n }\n ";break;case 5:e+="\n fn getOutputIndexFromCoords(coords : vec5) -> i32 {\n return coords.x * uniforms.outShapeStrides.x +\n coords.y * uniforms.outShapeStrides.y +\n coords.z * uniforms.outShapeStrides.z +\n coords.w * uniforms.outShapeStrides.w +\n coords.u;\n }\n ";break;case 6:e+="\n fn getOutputIndexFromCoords(coords : vec6) -> i32 {\n return coords.x * uniforms.outShapeStrides.x +\n coords.y * uniforms.outShapeStrides.y +\n coords.z * uniforms.outShapeStrides.z +\n coords.w * uniforms.outShapeStrides.w +\n coords.u * uniforms.outShapeStrides.u +\n coords.v;\n }\n ";break;default:i.util.assert(!1,(()=>`Unsupported ${t}D shape`))}return e}function M(t){return 1===t.dispatch[1]&&1===t.dispatch[2]}function A(t,e=1){if("float32"===t)return g(e,"f32");if("int32"===t||"bool"===t)return g(e,"i32");throw new Error(`type ${t} is not supported.`)}function C(t){return(!t.dispatchLayout.hasOwnProperty("y")||0===t.dispatchLayout.y.length)&&(!t.dispatchLayout.hasOwnProperty("z")||0===t.dispatchLayout.z.length)} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const T=t=>{let e=1;for(let n=0;ne%t[n]==0))}function I(t,e,n=[1,1,1],r=[1,1,1]){const[i,o,a]=[Math.ceil(T(t.x.map((t=>e[t])))/(n[0]*r[0])),t.y?Math.ceil(T(t.y.map((t=>e[t])))/(n[1]*r[1])):1,t.z?Math.ceil(T(t.z.map((t=>e[t])))/(n[2]*r[2])):1];return[i,o,a]}function N(t,e,n,r=!1){const i=[8,8,1],o=[4,4,1];return r||(t<=8&&(o[1]=1),e<=16&&n<=16&&(i[0]=4)),{workgroupSize:i,elementsPerThread:o}}function P(t,e,n=!1){if(n)return[8,8,1];const r=T(t.x.map((t=>e[t]))),i=T(t.y.map((t=>e[t])));return r<=4?[4,16,1]:i<=4?[16,4,1]:[16,16,1]}function O(t,e,n=!1){if(n)return[4,4,1];const r=T(t.x.map((t=>e[t]))),i=T(t.y.map((t=>e[t])));return r<=4?[1,2,1]:i<=4?[2,1,1]:[2,2,1]}function L(t){return{x:t.map(((t,e)=>e))}}function R(t){if("float32"===t||"int32"===t||"bool"===t||"string"===t)return 4;if("complex64"===t)return 8;throw new Error(`Unknown dtype ${t}`)}function D(){return!("undefined"==typeof globalThis||!globalThis.navigator||!globalThis.navigator.gpu)}function z(t,e){Array.isArray(t)||(t=[t]),t.forEach((t=>{null!=t&&i.util.assert("complex64"!==t.dtype,(()=>`${e} does not support complex64 tensors in the WebGPU backend.`))}))}var F;!function(t){t[t.MatMulReduceProgram=0]="MatMulReduceProgram",t[t.MatMulSplitKProgram=1]="MatMulSplitKProgram",t[t.MatMulSmallOutputSizeProgram=2]="MatMulSmallOutputSizeProgram",t[t.MatMulPackedProgram=3]="MatMulPackedProgram",t[t.MatMulMax=4]="MatMulMax"}(F||(F={})); +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const B=(0,i.env)().getNumber("WEBGPU_CPU_HANDOFF_SIZE_THRESHOLD");class U extends i.KernelBackend{nextDataId(){return U.nextDataId++}constructor(t,e){if(super(),this.commandQueueOwnedIds=new WeakSet,this.dispatchCountInPass=0,this.disposed=!1,this.downloadWaitMs=0,this.tensorDataPendingDisposal=[],this.queryResolveBuffer=null,this.querySet=null,this.querySetCount=2,this.stagingPendingDisposal=[],this.uniformPendingDisposal=[],this.uploadWaitMs=0,this.hasReadSyncWarned=!1,this.hasTimestampQueryWarned=!1,!D())throw new Error("WebGPU is not supported on this device");this.pipelineCache={},this.device=t,this.queue=t.queue,this.commandEncoder=null,this.computePassEncoder=null,this.adapterInfo=new a(e),this.supportTimestampQuery=this.device.features.has("timestamp-query"),this.thresholdToIncreaseWorkgroups=this.adapterInfo.intelGPUGeneration>=12?16:8,this.bufferManager=new s(this.device),this.textureManager=new l(this.device),this.tensorMap=new i.DataStorage(this,(0,i.engine)()),(0,i.env)().getBool("WEBGPU_USE_PROFILE_TOOL")&&(this.dummyCanvas=document.createElement("canvas"),this.dummyCanvas.width=1,this.dummyCanvas.height=1,this.dummyContext=this.dummyCanvas.getContext("webgpu"),this.dummyContext.configure({device:t,format:"bgra8unorm"}),document.body.appendChild(this.dummyCanvas))}floatPrecision(){return 32}disposeData(t,e=!1){if(!this.tensorMap.has(t))return!0;const n=this.tensorMap.get(t);return e?n.refCount=0:n.refCount--,!(n.refCount>0)&&(null!=n.complexTensorInfos&&(this.disposeData(n.complexTensorInfos.real.dataId),this.disposeData(n.complexTensorInfos.imag.dataId)),this.commandQueueOwnedIds.has(t)?(this.tensorDataPendingDisposal.push(t),!0):(this.releaseResource(t),this.tensorMap.delete(t),!0))}memory(){return{numBytesInGPU:this.bufferManager.numBytesUsed,numBytesAllocatedInGPU:this.bufferManager.numBytesAllocated,unreliable:!1}}releaseResource(t){const e=this.tensorMap.get(t);e&&e.resource&&(e.external||(e.resource instanceof GPUBuffer?this.bufferManager.releaseBuffer(e.resource):e.resource instanceof GPUTexture&&this.textureManager.releaseTexture(e.resource)),e.resource=null)}refCount(t){if(this.tensorMap.has(t)){return this.tensorMap.get(t).refCount}return 0}incRef(t){this.tensorMap.get(t).refCount++}decRef(t){if(this.tensorMap.has(t)){this.tensorMap.get(t).refCount--}}write(t,e,n){if("complex64"===n&&null!=t)throw new Error("Cannot write to a complex64 dtype. Please use tf.complex(real, imag).");const r={id:this.nextDataId()};return this.tensorMap.set(r,{dtype:n,shape:e,values:t,refCount:1}),r}move(t,e,n,r,i){if("complex64"===r)throw new Error("Cannot write to a complex64 dtype. Please use tf.complex(real, imag).");this.tensorMap.set(t,{dtype:r,shape:n,values:e,refCount:i})}submitQueue(){this.queue.submit([this.commandEncoder.finish()]),this.commandEncoder=null,this.dispatchCountInPass=0,this.commandQueueOwnedIds=new WeakSet,this.tensorDataPendingDisposal.forEach((t=>{this.releaseResource(t),this.tensorMap.delete(t)})),this.uniformPendingDisposal.forEach((t=>this.bufferManager.releaseBuffer(t))),this.stagingPendingDisposal.forEach((t=>this.bufferManager.releaseBuffer(t,!1))),this.tensorDataPendingDisposal=[],this.uniformPendingDisposal=[],this.stagingPendingDisposal=[]}ensureCommandEncoderReady(){this.commandEncoder||(this.commandEncoder=this.device.createCommandEncoder())}endComputePassEncoder(){this.computePassEncoder&&(this.computePassEncoder.end(),this.computePassEncoder=null)}async checkCompileCompletionAsync(){let t;try{t=await Promise.all(Object.values(this.pipelineCache))}catch(t){throw new Error(t.message)}Object.keys(this.pipelineCache).map(((e,n)=>{this.pipelineCache[e]=t[n]}))}async getBufferData(t){if((0,i.env)().getBool("WEBGPU_ENGINE_COMPILE_ONLY"))return console.warn("The data may be invalid since WEBGPU_ENGINE_COMPILE_ONLY is true, this can only be called when WEBGPU_ENGINE_COMPILE_ONLY is false"),null;const e=t.size,n=this.bufferManager.acquireBuffer(e,GPUBufferUsage.COPY_DST|GPUBufferUsage.MAP_READ);this.ensureCommandEncoderReady(),this.endComputePassEncoder(),this.commandEncoder.copyBufferToBuffer(t,0,n,0,e),this.submitQueue(),await n.mapAsync(GPUMapMode.READ);const r=n.getMappedRange().slice(0);return n.unmap(),null!=n&&this.bufferManager.releaseBuffer(n),(0,i.env)().getBool("WEBGPU_USE_PROFILE_TOOL")&&(i.util.assert(void 0!==this.dummyContext,(()=>"Fail to get context for profiling tool")),this.dummyContext.getCurrentTexture()),r}convertAndCacheOnCPU(t,e){const n=this.tensorMap.get(t);return n.values=e,n.values}readSync(t){const e=this.tensorMap.get(t),{values:n,complexTensorInfos:r}=e;if(null!=n||"string"===e.dtype)return n;if("complex64"===e.dtype){const e=this.readSync(r.real.dataId),n=this.readSync(r.imag.dataId),o=i.util.convertBackendValuesAndArrayBuffer(i.backend_util.mergeRealAndImagArrays(e,n).buffer,"float32");return this.convertAndCacheOnCPU(t,o),o}this.hasReadSyncWarned||(this.hasReadSyncWarned=!0,console.warn("The performance of synchronously reading data from GPU to CPU is poor on the webgpu backend, please use asynchronous APIs instead."));const o=["opaque","premultiplied"],a=e.resource,s=a.size;i.util.assert(s%4==0,(()=>"Because there is 4 bytes for one pixel, buffer size must be multiple of 4."));const u=s/4,l=new ArrayBuffer(s),c=256,h=256,d=o.map((t=>new OffscreenCanvas(c,h))),f=new OffscreenCanvas(c,h);this.endComputePassEncoder(),d.map(((t,e)=>{const n=t.getContext("webgpu");return n.configure({device:this.device,format:"bgra8unorm",usage:GPUTextureUsage.COPY_DST,alphaMode:o[e]}),n.getCurrentTexture()})).map(((t,e)=>{const n=(n,r,i)=>{this.ensureCommandEncoderReady(),this.commandEncoder.copyBufferToTexture({buffer:a,bytesPerRow:1024,offset:i},{texture:t},{width:n,height:r}),this.submitQueue();const s=f.getContext("2d",{willReadFrequently:!0});s.clearRect(0,0,n,r),s.drawImage(d[e],0,0);const u=s.getImageData(0,0,n,r).data,c=o[e],h=new Uint8ClampedArray(l,i,n*r*4);for(let t=0;t0&&(n(i,s,p),p+=1024*s),i=m%c,i>0&&n(i,1,p)}));const p=i.util.convertBackendValuesAndArrayBuffer(l,e.dtype);return this.convertAndCacheOnCPU(t,p),p}async read(t){if(!this.tensorMap.has(t))throw new Error(`Tensor ${t} was not registered!`);const e=this.tensorMap.get(t),{values:n}=e;if(null!=n)return n;let r;if("complex64"===e.dtype){const t=await Promise.all([this.read(e.complexTensorInfos.real.dataId),this.read(e.complexTensorInfos.imag.dataId)]),n=t[0],o=t[1];r=i.backend_util.mergeRealAndImagArrays(n,o)}else{const t=await this.getBufferData(e.resource);r=i.util.convertBackendValuesAndArrayBuffer(t,e.dtype)}return this.convertAndCacheOnCPU(t,r),r}copyBuffer(t){const e=t.size,n=t.usage,r=this.bufferManager.acquireBuffer(e,n);return this.ensureCommandEncoderReady(),this.endComputePassEncoder(),this.commandEncoder.copyBufferToBuffer(t,0,r,0,e),this.submitQueue(),r}createTensorFromGPUData(t,e,n){let r=t.buffer;if("complex64"===n)throw new Error("Cannot write to a complex64 dtype. ");const o={id:this.nextDataId()};this.tensorMap.set(o,{dtype:n,shape:e,values:null,refCount:1,external:t.zeroCopy});const a=this.tensorMap.get(o),s=R(a.dtype)*i.util.sizeFromShape(a.shape);if(t.buffer.sizei.util.decodeString(t)));return(0,i.buffer)(t.shape,t.dtype,n)}catch(t){throw new Error("Failed to decode encoded string bytes into utf-8")}return(0,i.buffer)(t.shape,t.dtype,e)}async time(t){this.supportTimestampQuery||this.hasTimestampQueryWarned||(console.warn("This device doesn't support timestamp-query extension. Start Chrome browser with flag --enable-dawn-features=allow_unsafe_apis to try it again. Otherwise, zero will be shown for the kernel time when profiling mode is enabled."),this.hasTimestampQueryWarned=!0);const e=this.activeTimers,n=[];let r=!1;null==this.programTimersStack?(this.programTimersStack=n,r=!0):this.activeTimers.push(n),this.activeTimers=n,t();const o=i.util.flatten(this.activeTimers.map((t=>t.query))).filter((t=>null!=t)),a=i.util.flatten(this.activeTimers.map((t=>t.name))).filter((t=>null!=t));this.activeTimers=e,r&&(this.programTimersStack=null);const s={uploadWaitMs:this.uploadWaitMs,downloadWaitMs:this.downloadWaitMs,kernelMs:null,wallMs:null},u=await Promise.all(o);return s.kernelMs=i.util.sum(u),s.getExtraProfileInfo=()=>u.map(((t,e)=>({name:a[e],ms:t}))).map((t=>`${t.name}: ${t.ms}`)).join(", "),this.uploadWaitMs=0,this.downloadWaitMs=0,s}makeTensorInfo(t,e,n){"string"===e&&null!=n&&n.length>0&&i.util.isString(n[0])&&(n=n.map((t=>i.util.encodeString(t))));return{dataId:this.write(n,t,e),shape:t,dtype:e}}tensorToBinding(t){if(!t)return null;const e=this.tensorMap.get(t.dataId).resource;return e instanceof GPUBuffer?{buffer:e}:e instanceof GPUTexture?e.createView():e}uploadToGPU(t){const e=this.tensorMap.get(t);if(null!=e.resource)return;const n=R(e.dtype)*i.util.sizeFromShape(e.shape);let r;const o=GPUBufferUsage.STORAGE|GPUBufferUsage.COPY_SRC|GPUBufferUsage.COPY_DST;if(e.values){if(r=this.bufferManager.acquireBuffer(n,o,!0),"unmapped"===r.mapState){const t=this.bufferManager.acquireBuffer(n,GPUBufferUsage.MAP_WRITE|GPUBufferUsage.COPY_SRC,!0,!1),i=t.getMappedRange();"int32"===e.dtype||"bool"===e.dtype?new Int32Array(i).set(e.values):new Float32Array(i).set(e.values),t.unmap(),this.ensureCommandEncoderReady(),this.endComputePassEncoder(),this.commandEncoder.copyBufferToBuffer(t,0,r,0,n),this.stagingPendingDisposal.push(t)}else{const t=r.getMappedRange();"int32"===e.dtype||"bool"===e.dtype?new Int32Array(t).set(e.values):new Float32Array(t).set(e.values),r.unmap()}e.values=null}else r=this.bufferManager.acquireBuffer(n,o);e.resource=r}makeUniforms(t){let e=0,n=0;const r=[];let o=1;t.forEach((t=>{let a;switch(0===t.data.length&&(t.data=[1]),t.data.length){case 1:a=4;break;case 2:a=8;break;case 3:case 4:case 5:case 6:a=16;break;default:i.util.assert(!1,(()=>`Unsupported ${t.data.length}D shape`))}5!==n&&6!==n||(a=16),a>o&&(o=a),e=Math.ceil(e/a)*a,n=t.data.length,r.push(e),e+=4*t.data.length})),e=Math.ceil(e/o)*o;const a=new ArrayBuffer(e);t.forEach(((t,e)=>{const n=r[e];"int32"===t.type?new Int32Array(a,n,t.data.length).set(t.data):"uint32"===t.type?new Uint32Array(a,n,t.data.length).set(t.data):new Float32Array(a,n,t.data.length).set(t.data)}));const s=this.bufferManager.acquireBuffer(e,GPUBufferUsage.COPY_DST|GPUBufferUsage.UNIFORM);return this.queue.writeBuffer(s,0,a,0,e),this.uniformPendingDisposal.push(s),{offset:0,size:e,buffer:s}}runWebGPUProgram(t,e,n,r,o){if(o||(o=this.makeTensorInfo(t.outputShape,n)),0===i.util.sizeFromShape(o.shape))return this.tensorMap.get(o.dataId).values=i.util.getTypedArrayFromDType(o.dtype,0),o;this.uploadToGPU(o.dataId),t.dispatch=((t,e)=>{const n=t.limits.maxComputeWorkgroupsPerDimension,r=e.dispatchLayout,o=e.dispatch;if(o.every((t=>t<=n)))return o;i.util.assert(o[0]>n&&void 0===r.y&&void 0===r.z,(()=>"Dispatch size exceeds WebGPU limits in Y or Z dimension."));let a=Math.ceil(Math.sqrt(o[0]));return a>n?(a=Math.ceil(Math.cbrt(o[0])),i.util.assert(a<=n,(()=>"Total dispatch size exceeds WebGPU maximum.")),[a,a,a]):[a,a,1]})(this.device,t);const a=e.map(((e,n)=>{if("complex64"===e.dtype)throw new Error("GPGPUProgram does not support complex64 input. For complex64 dtypes, please separate the program into real and imaginary parts.");return this.uploadToGPU(e.dataId),{dtype:this.tensorMap.get(e.dataId).dtype,shape:e.shape,name:t.variableNames[n]}}));t.shaderKey=function(t,e,n){let r=t.shaderKey;if(null!=t.pixelsOpType)return r;const o=[],a=[];e.forEach((t=>{o.push(t.shape),a.push(t.dtype)})),o.push(n.shape),a.push(n.dtype);const s=e.map((t=>i.backend_util.getBroadcastDims(t.shape,n.shape))),u=e.map((t=>i.util.arraysEqual(t.shape,n.shape))).join("_"),l=s.map((t=>t.join("_"))).join(";"),c=M(t)?"flatDispatch":"";return r+="_"+(t.workgroupSize?t.workgroupSize.join(","):"")+o.map((t=>t.length)).join(",")+a.join(",")+t.variableNames.join(",")+l+u+c,r}(t,a,o);const s=(0,i.env)().getBool("WEBGPU_ENGINE_COMPILE_ONLY");return t.shaderKey in this.pipelineCache||(this.pipelineCache[t.shaderKey]=m(this.device,t,a,o,s)),t.pipeline=this.pipelineCache[t.shaderKey],s||this.recordAndSubmit(t,o,e,r),o}recordAndSubmit(t,e,n,r){if(t.pipeline instanceof Promise)throw new Error("Please call checkCompileCompletionAsync to ensure parallel compilation is done!");let o=[],a=[];const s="int32";if(null==t.pixelsOpType){o.push({type:"float32",data:[NaN]},{type:"float32",data:[1/0]}),a=n.concat(e).map((t=>t.shape));const t="int32";a.map((e=>{o.push({type:t,data:e});const n=i.util.computeStrides(e);o.push({type:t,data:n})}))}else{const t=i.util.computeStrides(e.shape);o.push({type:s,data:t})}if(t.size){const e=i.util.sizeFromShape(t.outputShape);o.push({type:s,data:[t.outputComponent?e/t.outputComponent:e]})}r&&(o=[...o,...r]);const u=[this.tensorToBinding(e),...n.map((t=>this.tensorToBinding(t))),this.makeUniforms(o)];n.forEach((t=>{this.commandQueueOwnedIds.add(t.dataId)})),this.commandQueueOwnedIds.add(e.dataId);const l=this.device.createBindGroup({layout:t.pipeline.getBindGroupLayout(0),entries:u.map(((t,e)=>({binding:e,resource:t})))}),c=null!=this.activeTimers;this.ensureCommandEncoderReady();const h={};c&&this.supportTimestampQuery?(this.endComputePassEncoder(),null==this.querySet&&(this.querySet=this.device.createQuerySet({type:"timestamp",count:this.querySetCount})),h.timestampWrites={querySet:this.querySet,beginningOfPassWriteIndex:0,endOfPassWriteIndex:1},this.computePassEncoder=this.commandEncoder.beginComputePass(h)):this.computePassEncoder||(this.computePassEncoder=this.commandEncoder.beginComputePass(h)),this.computePassEncoder.setPipeline(t.pipeline),this.computePassEncoder.setBindGroup(0,l),this.computePassEncoder.dispatchWorkgroups(t.dispatch[0],t.dispatch[1],t.dispatch[2]),this.dispatchCountInPass++,(c||(0,i.env)().get("WEBGPU_DEFERRED_SUBMIT_BATCH_SIZE")<=this.dispatchCountInPass||t.pixelsOpType===p.DRAW)&&(this.endComputePassEncoder(),c?this.activeTimers.push({name:t.constructor.name,query:this.getQueryTime()}):this.submitQueue())}async getQueryTime(){if(!this.supportTimestampQuery)return 0;null==this.queryResolveBuffer&&(this.queryResolveBuffer=this.bufferManager.acquireBuffer(8*this.querySetCount,GPUBufferUsage.COPY_SRC|GPUBufferUsage.COPY_DST|GPUBufferUsage.QUERY_RESOLVE)),this.commandEncoder.resolveQuerySet(this.querySet,0,this.querySetCount,this.queryResolveBuffer,0);const t=this.bufferManager.acquireBuffer(8*this.querySetCount,GPUBufferUsage.MAP_READ|GPUBufferUsage.COPY_DST);this.commandEncoder.copyBufferToBuffer(this.queryResolveBuffer,0,t,0,8*this.querySetCount),this.submitQueue(),await t.mapAsync(GPUMapMode.READ);const e=new BigUint64Array(t.getMappedRange()),n=Number(e[1]-e[0])/1e6;return t.unmap(),this.bufferManager.releaseBuffer(t),n}shouldExecuteOnCPU(t,e=B){return(0,i.env)().getBool("WEBGPU_CPU_FORWARD")&&t.every((t=>null==this.tensorMap.get(t.dataId).resource&&i.util.sizeFromShape(t.shape){const t={powerPreference:(0,i.env)().get("WEBGPU_USE_LOW_POWER_GPU")?"low-power":"high-performance"},e=await navigator.gpu.requestAdapter(t),n={},r=[];e.features.has("timestamp-query")&&r.push("timestamp-query"),e.features.has("bgra8unorm-storage")&&r.push(["bgra8unorm-storage"]),n.requiredFeatures=r;const o=e.limits;n.requiredLimits={maxComputeWorkgroupStorageSize:o.maxComputeWorkgroupStorageSize,maxComputeWorkgroupsPerDimension:o.maxComputeWorkgroupsPerDimension,maxStorageBufferBindingSize:o.maxStorageBufferBindingSize,maxBufferSize:o.maxBufferSize,maxComputeWorkgroupSizeX:o.maxComputeWorkgroupSizeX,maxComputeInvocationsPerWorkgroup:o.maxComputeInvocationsPerWorkgroup};const a=await e.requestDevice(n),s=await e.requestAdapterInfo();return new U(a,s)}),3),function(t){t[t.ADD=0]="ADD",t[t.ATAN2=1]="ATAN2",t[t.COMPLEX_MULTIPLY_IMAG=2]="COMPLEX_MULTIPLY_IMAG",t[t.COMPLEX_MULTIPLY_REAL=3]="COMPLEX_MULTIPLY_REAL",t[t.DIV=4]="DIV",t[t.ELU_DER=5]="ELU_DER",t[t.EQUAL=6]="EQUAL",t[t.FLOOR_DIV=7]="FLOOR_DIV",t[t.GREATER=8]="GREATER",t[t.GREATER_EQUAL=9]="GREATER_EQUAL",t[t.LESS=10]="LESS",t[t.LESS_EQUAL=11]="LESS_EQUAL",t[t.LOGICAL_AND=12]="LOGICAL_AND",t[t.LOGICAL_OR=13]="LOGICAL_OR",t[t.MAX=14]="MAX",t[t.MIN=15]="MIN",t[t.MOD=16]="MOD",t[t.MUL=17]="MUL",t[t.NOT_EQUAL=18]="NOT_EQUAL",t[t.POW=19]="POW",t[t.PRELU=20]="PRELU",t[t.SQUARED_DIFFERENCE=21]="SQUARED_DIFFERENCE",t[t.SUB=22]="SUB"}(j||(j={}));const V="let resultTemp = a + b;",H="let resultTemp = atan2(a, b);",G="let resultTemp = areal * breal - aimag * bimag;",W="let resultTemp = areal * bimag + aimag * breal;",X="let resultTemp = a / b;",Y="let resultTemp = select(a * (b + 1.0), a, b >= b - b);",q="\n let zero = sign(a) * 0 + 0;\n let one = sign(b) * 0 + 1;\n let resultTemp = select(zero, one, a == b);\n",$="\n let remainder =\n select(a % b, round(a % b), (round(a) == a) & (round(b) == b));\n let quotient = (a - remainder) / b;\n let resultTemp =\n round(select(quotient, quotient - 1, sign(remainder) == -sign(b)));\n",K="\n let zero = sign(a) * 0 + 0;\n let one = sign(b) * 0 + 1;\n let resultTemp = select(zero, one, a > b);\n",Z="\n let zero = sign(a) * 0 + 0;\n let one = sign(b) * 0 + 1;\n let resultTemp = select(zero, one, a >= b);\n",Q="\n let zero = sign(a) * 0 + 0;\n let one = sign(b) * 0 + 1;\n let resultTemp = select(zero, one, a < b);\n",J="\n let zero = sign(a) * 0 + 0;\n let one = sign(b) * 0 + 1;\n let resultTemp = select(zero, one, a <= b);\n",tt="return f32(a >= 1.0 && b >= 1.0);",et="return (vec4(a >= vec4(1.0)) *\n vec4(b >= vec4(1.0)));",nt="return f32(a >= 1.0 || b >= 1.0);",rt="return min(vec4(a >= vec4(1.0)) +\n vec4(b >= vec4(1.0)), vec4(1.0));",it="let resultTemp = max(a, b);",ot="let resultTemp = min(a, b);",at="\n let isNaN = b == 0.;\n var resultTemp = a % b;\n resultTemp = select((resultTemp + b) % b, resultTemp,\n (a < 0. && b < 0.) || (a >= 0. && b > 0.));\n",st="\n let isNaN = !vec4(b);\n var resultTemp = vec4(a % b);\n if (!((a[0] < 0. && b[0] < 0.) || (a[0] >= 0. && b[0] > 0.))) {\n resultTemp[0] = (resultTemp[0] + b[0]) % b[0];\n }\n if (!((a[1] < 0. && b[1] < 0.) || (a[1] >= 0. && b[1] > 0.))) {\n resultTemp[1] = (resultTemp[1] + b[1]) % b[1];\n }\n if (!((a[2] < 0. && b[2] < 0.) || (a[2] >= 0. && b[2] > 0.))) {\n resultTemp[2] = (resultTemp[2] + b[2]) % b[2];\n }\n if (!((a[3] < 0. && b[3] < 0.) || (a[3] >= 0. && b[3] > 0.))) {\n resultTemp[3] = (resultTemp[3] + b[3]) % b[3];\n }\n",ut="let resultTemp = a * b;",lt="\n var resultTemp = f32(a != b);\n let valueForNaN = 1.0;\n",ct="\n var resultTemp = vec4(a != b);\n let valueForNaN = 1.0;\n",ht="\n let isNaN = a < 0.0 && floor(b) < b;\n if (b == 0.0) {\n return 1.0;\n }\n var resultTemp = select(sign(a) * pow(abs(a), b), pow(abs(a), b),\n round(abs(b) % 2.0) != 1.0);\n",dt="\n let isModRound1Bool = vec4(round(abs(b) % vec4(2.0))) == vec4(1);\n let isModRound1 = vec4(isModRound1Bool);\n let multiplier = sign(a) * isModRound1 + (vec4(1.0) - isModRound1);\n var resultTemp = multiplier * pow(abs(a), b);\n\n // Ensure that a^0 = 1, including 0^0 = 1 as this correspond to TF and JS\n let isExpZero = b == vec4(0.0);\n if (isExpZero.r) {\n resultTemp.r = 1.0;\n }\n if (isExpZero.g) {\n resultTemp.g = 1.0;\n }\n if (isExpZero.b) {\n resultTemp.b = 1.0;\n }\n if (isExpZero.a) {\n resultTemp.a = 1.0;\n }\n let isNaN = (a < vec4(0.0)) & (floor(b) < b);\n",ft="if (a < 0.0) { return b * a; } return a;",pt="\n let aLessThanZero = vec4(a < vec4(0.0));\n return (aLessThanZero * (b * a)) + ((vec4(1.0) - aLessThanZero) * a);\n",mt="let resultTemp = (a - b) * (a - b);",gt="let resultTemp = a - b;";function vt(t,e){let n;do{switch(t){case j.ATAN2:n=H;break;case j.MAX:n=it;break;case j.MIN:n=ot;break;case j.MOD:n=e?st:at;break;case j.NOT_EQUAL:n=e?ct:lt;break;case j.POW:n=e?dt:ht;break;default:continue}let r,i,o;return e?(r="isnanVec4",i="vec4",o="vec4"):(r="isnan",i="f32",o="bool"),`\n let aIsNaN = ${r}(a);\n let aPostLegalization = select(a, ${i}(42), aIsNaN);\n let bIsNaN = ${r}(b);\n let bPostLegalization = select(b, ${i}(42), bIsNaN);\n let isNaN = false;\n let valueForNaN = uniforms.NAN;\n {\n let a = aPostLegalization;\n let b = bPostLegalization;\n ${n}\n return select(\n resultTemp, ${i}(valueForNaN),\n ${o}(isNaN) | aIsNaN | bIsNaN);\n }\n `}while(0);switch(t){case j.ADD:n=V;break;case j.COMPLEX_MULTIPLY_IMAG:n=W;break;case j.COMPLEX_MULTIPLY_REAL:n=G;break;case j.DIV:n=X;break;case j.ELU_DER:n=Y;break;case j.EQUAL:n=q;break;case j.FLOOR_DIV:n=$;break;case j.GREATER:n=K;break;case j.GREATER_EQUAL:n=Z;break;case j.LESS:n=Q;break;case j.LESS_EQUAL:n=J;break;case j.LOGICAL_AND:return e?et:tt;case j.LOGICAL_OR:return e?rt:nt;case j.MUL:n=ut;break;case j.PRELU:return e?pt:ft;case j.SQUARED_DIFFERENCE:n=mt;break;case j.SUB:n=gt}return`\n ${n}\n return resultTemp;\n `} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +var yt;!function(t){t[t.ABS=0]="ABS",t[t.ACOS=1]="ACOS",t[t.ACOSH=2]="ACOSH",t[t.ASIN=3]="ASIN",t[t.ASINH=4]="ASINH",t[t.ATAN=5]="ATAN",t[t.ATANH=6]="ATANH",t[t.CEIL=7]="CEIL",t[t.COS=8]="COS",t[t.COSH=9]="COSH",t[t.ELU=10]="ELU",t[t.ERF=11]="ERF",t[t.EXP=12]="EXP",t[t.EXPM1=13]="EXPM1",t[t.FLOOR=14]="FLOOR",t[t.IS_FINITE=15]="IS_FINITE",t[t.IS_INF=16]="IS_INF",t[t.IS_NAN=17]="IS_NAN",t[t.LINEAR=18]="LINEAR",t[t.LOG=19]="LOG",t[t.LOG1P=20]="LOG1P",t[t.LOGICAL_NOT=21]="LOGICAL_NOT",t[t.NEG=22]="NEG",t[t.RELU=23]="RELU",t[t.RELU6=24]="RELU6",t[t.LEAKYRELU=25]="LEAKYRELU",t[t.RECIPROCAL=26]="RECIPROCAL",t[t.ROUND=27]="ROUND",t[t.RSQRT=28]="RSQRT",t[t.SELU=29]="SELU",t[t.SIGMOID=30]="SIGMOID",t[t.SIGN=31]="SIGN",t[t.SIN=32]="SIN",t[t.SINH=33]="SINH",t[t.SOFTPLUS=34]="SOFTPLUS",t[t.SQRT=35]="SQRT",t[t.SQUARE=36]="SQUARE",t[t.STEP=37]="STEP",t[t.TAN=38]="TAN",t[t.TANH=39]="TANH",t[t.TO_INT=40]="TO_INT"}(yt||(yt={}));const bt="return abs(a);",xt="\n if (abs(a) > 1.) {\n return uniforms.NAN;\n }\n return acos(a);\n",wt="\n if (a < 1.) {\n return uniforms.NAN;\n }\n return acosh(a);\n",_t="\n if (abs(a) > 1.) {\n return uniforms.NAN;\n }\n return asin(a);\n",St="return asinh(a);",Et="\n if (isnan(a)) {\n return uniforms.NAN;\n }\n return atan(a);\n",Mt="\n if (abs(a) > 1.) {\n return uniforms.NAN;\n }\n if (a == 1.) {\n return uniforms.INFINITY;\n }\n if (a == -1.) {\n return -uniforms.INFINITY;\n }\n return atanh(a);\n",At="return ceil(a);",Ct="return cos(a);",Tt="\n let e2x = exp(-a);\n return (e2x + 1.0 / e2x) / 2.0;\n",kt="return exp(a) - 1.0;",It="if (a >= 0.0) { return a; } return (exp(a) - 1.0);",Nt="\n var resFloat = exp(a) - vec4(1.0);\n if (a.r >= 0.0) {\n resFloat.r = a.r;\n }\n if (a.g >= 0.0) {\n resFloat.g = a.g;\n }\n if (a.b >= 0.0) {\n resFloat.b = a.b;\n }\n if (a.a >= 0.0) {\n resFloat.a = a.a;\n }\n return resFloat;\n",Pt=`\n // Error function is calculated approximately with elementary function.\n // See "Handbook of Mathematical Functions with Formulas,\n // Graphs, and Mathematical Tables", Abramowitz and Stegun.\n let p = ${i.backend_util.ERF_P};\n let a1 = ${i.backend_util.ERF_A1};\n let a2 = ${i.backend_util.ERF_A2};\n let a3 = ${i.backend_util.ERF_A3};\n let a4 = ${i.backend_util.ERF_A4};\n let a5 = ${i.backend_util.ERF_A5};\n\n let sign = sign(a);\n let absA = abs(a);\n let t = 1.0 / (1.0 + p * absA);\n return sign * (1.0 - (((((a5 * t + a4) * t) + a3) * t + a2) * t + a1) * t * exp(-absA * absA));\n`,Ot="return exp(a);",Lt="return floor(a);",Rt="return f32(!isnan(a) && !isinf(a));",Dt="return f32(isinf(a));",zt="return f32(isnan(a));",Ft="return a;",Bt="if (a < 0.0) { return uniforms.NAN; }\n return log(a);",Ut="\n if (isnan(a)) { return a; }\n return log(1.0 + a);\n",jt="return f32(!(a >= 1.0));",Vt="return -a;",Ht="if (a < 0.0) { return uniforms.alpha * a; } return a;",Gt="\n let aLessThanZero = vec4(a < vec4(0.0));\n return (aLessThanZero * (uniforms.alpha * a)) + ((vec4(1.0) - aLessThanZero) * a);\n",Wt="return 1.0 / a;",Xt="return select(a, 0.0, a < 0.0);",Yt="return clamp(a, 0.0, 6.0);",qt="return clamp(a, vec4(0.0, 0.0, 0.0, 0.0), vec4(6.0, 6.0, 6.0, 6.0));",$t="\n return select(a, vec4(0.0), a < vec4(0.0));\n",Kt="return round(a);",Zt="return inverseSqrt(a);",Qt=`\n if (a >= 0.0) {\n return ${i.backend_util.SELU_SCALE} * a;\n } else {\n return ${i.backend_util.SELU_SCALEALPHA} * (exp(a) - 1.0);\n }\n`,Jt="return 1.0 / (1.0 + exp(-1.0 * a));",te="return sign(a);",ee="return sin(a);",ne="\n let e2x = exp(a);\n return (e2x - 1.0 / e2x) / 2.0;\n",re="\n let epsilon = 1.1920928955078125e-7;\n let threshold = log(epsilon) + 2.0;\n\n let too_large = a > -threshold;\n let too_small = a < threshold;\n let exp_a = exp(a);\n\n if (too_large) {\n return a;\n } else if (too_small) {\n return exp_a;\n } else {\n return log(exp_a + 1.0);\n }\n",ie="return sqrt(a);",oe="return a * a;",ae="\n if (isnan(a)) {\n return a;\n }\n\n return select(uniforms.stepAlpha, 1.0, a > 0.0);\n",se="return tan(a);",ue="\n let e2x = exp(-2.0 * abs(a));\n return sign(a) * (1.0 - e2x) / (1.0 + e2x);\n",le="return f32(i32((a)));";function ce(t,e){switch(t){case yt.ABS:return bt;case yt.ACOS:return xt;case yt.ACOSH:return wt;case yt.ASIN:return _t;case yt.ASINH:return St;case yt.ATAN:return Et;case yt.ATANH:return Mt;case yt.COS:return Ct;case yt.COSH:return Tt;case yt.CEIL:return At;case yt.ELU:return e?Nt:It;case yt.ERF:return Pt;case yt.EXP:return Ot;case yt.EXPM1:return kt;case yt.FLOOR:return Lt;case yt.IS_FINITE:return Rt;case yt.IS_INF:return Dt;case yt.IS_NAN:return zt;case yt.LINEAR:return Ft;case yt.LOG:return Bt;case yt.LOG1P:return Ut;case yt.LOGICAL_NOT:return jt;case yt.NEG:return Vt;case yt.LEAKYRELU:return e?Gt:Ht;case yt.RECIPROCAL:return Wt;case yt.RELU:return e?$t:Xt;case yt.RELU6:return e?qt:Yt;case yt.ROUND:return Kt;case yt.RSQRT:return Zt;case yt.SELU:return Qt;case yt.SIGMOID:return Jt;case yt.SIGN:return te;case yt.SIN:return ee;case yt.SINH:return ne;case yt.SOFTPLUS:return re;case yt.SQRT:return ie;case yt.SQUARE:return oe;case yt.STEP:return ae;case yt.TAN:return se;case yt.TANH:return ue;case yt.TO_INT:return le;default:throw new Error(`BinaryType ${t} is not implemented!`)}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function he(t,e=!1,n=!1,r=3){if(null===t)return"";let i="";if("linear"===t)i=ce(yt.LINEAR);else if("relu"===t)i=ce(yt.RELU,n);else if("elu"===t)i=ce(yt.ELU,n);else if("relu6"===t)i=ce(yt.RELU6,n);else if("prelu"===t)i=vt(j.PRELU,n);else if("sigmoid"===t)i=ce(yt.SIGMOID,n);else{if("leakyrelu"!==t)throw new Error(`Activation ${t} has not been implemented for the WebGPU backend.`);i=ce(yt.LEAKYRELU,n)}const o=g(n?4:1);let a="";return a=e?`\n fn activation(a : ${o}, coords : vec${r}) -> ${o} {\n let b = getPreluActivationWeightsByOutputCoords(coords);\n ${i}\n }`:`\n fn activation(a : ${o}, coords : vec${r}) -> ${o} {\n ${i}\n }`,a}function de(t,e){return`\n ${t?"value = value + getBiasByOutputCoords(coords);":""}\n ${e?"value = activation(value, coords);":""}\n `} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function fe(t,e,n=!1,r=!1,o=!1,a=1){i.util.assert(t&&1===a||!t,(()=>`transposeA ${t} is not compatible with component size ${a}`));const s=`\n ${t?"value = getA(batch, col, row);":"value = getA(batch, row, col);"}\n\n `,u=e?"value = getB(batch, col, row);":"value = getB(batch, row, col);";return`\n fn mm_readA(batch: i32, row: i32, col: i32) -> ${g(a)} {\n var value = ${g(a)}(0.0);\n ${n&&o?s:`\n ${t?"if(row < uniforms.dimAOuter && col < uniforms.dimInner)":"if(row < uniforms.aShape[1] && col < uniforms.aShape[2])"}\n {\n ${s}\n }\n `}\n return value;\n }\n\n fn mm_readB(batch: i32, row: i32, col: i32) -> ${g(a)} {\n var value = ${g(a)}(0.0);\n ${u}\n return value;\n }\n `}function pe(t,e,n,r,i=!1,o=!1,a=!1,s=1){return`\n ${fe(n,r,i,o,a,s)}\n fn mm_write(batch: i32, row: i32, col: i32, valueIn: ${g(s)}) {\n ${i&&o?"":"if (row < uniforms.dimAOuter && col < uniforms.dimBOuter)"}\n {\n var value = valueIn;\n let coords = vec3(batch, row, col);\n ${de(t,e)}\n setOutputAtCoords(coords[0], coords[1], coords[2], value);\n }\n }\n `}function me(t,e,n=!1,r=32,o=!1,a=32,s=!1){const u=e[1]*t[1],l=e[0]*t[0],c=n?u:r,h=n?r:u,d=c/e[0],f=r/e[1],p=t[1],m=t[0];return i.util.assert((n&&4===d&&4===t[1]||!n&&(3===d||4===d))&&c%e[0]==0&&r%e[1]==0&&4===t[0],(()=>`If transposeA ${n} is true, innerElementSize ${d} and workPerThread[1] ${t[1]} must be 4.\n Otherwise, innerElementSize ${d} must be 3 or 4.\n tileAWidth ${c} must be divisible by workgroupSize[0]${e[0]}. tileInner ${r} must be divisible by workgroupSize[1] ${e[1]}. colPerThread ${t[0]} must be 4.`)),`\n var mm_Asub : array, ${c/d}>, ${h}>;\n var mm_Bsub : array, ${l/t[0]}>, ${r}>;\n\n ${b()} {\n let localRow = i32(localId.y);\n let tileRow = localRow * ${p};\n let tileCol = i32(localId.x);\n\n let globalRow = i32(globalId.y) * ${p};\n let globalCol = i32(globalId.x) * ${m};\n let batch = ${o?"0":"i32(globalId.z)"};\n let batchA = ${o||!s?"batch":"batch % uniforms.aShape[0]"};\n let batchB = ${o||!s?"batch":"batch % uniforms.bShape[0]"};\n let globalRowStart = i32(workgroupId.y) * ${u};\n\n let numTiles = ${o?`${Math.ceil(a/r)}`:`(uniforms.dimInner - 1) / ${r} + 1`};\n var kStart = ${o?`i32(globalId.z) * ${a}`:"0"};\n\n var acc: array, ${p}>;\n\n // Loop over shared dimension.\n let tileRowB = localRow * ${f};\n for (var t = 0; t < numTiles; t++) {\n // Load one tile of A into local memory.\n for (var innerRow = 0; innerRow < ${p}; innerRow++) {\n let inputRow = tileRow + innerRow;\n let inputCol = tileCol;\n ${((t,e)=>t?`\n mm_Asub[inputRow][inputCol] = mm_readA(batchA,\n kStart + inputRow,\n globalRowStart + inputCol * ${e});\n `:`\n mm_Asub[inputRow][inputCol] = mm_readA(batchA,\n globalRow + innerRow,\n kStart + inputCol * ${e});\n `)(n,d)}\n }\n\n // Load one tile of B into local memory.\n for (var innerRow = 0; innerRow < ${f}; innerRow++) {\n let inputRow = tileRowB + innerRow;\n let inputCol = tileCol;\n mm_Bsub[inputRow][inputCol] = mm_readB(batchB, kStart + inputRow, globalCol);\n }\n kStart = kStart + ${r};\n workgroupBarrier();\n\n // Compute acc values for a single thread.\n ${((t,e,n,r)=>{if(t)return`\n for (var k = 0; k < ${r}; k++) {\n let BCached0 = mm_Bsub[k][tileCol];\n let ACached0 = mm_Asub[k][localRow];\n for (var i = 0; i < ${n}; i++) {\n acc[i] = fma(BCached0, vec4(ACached0[i]), acc[i]);\n }\n }`;{let t="",i="";for(let n=0;n(ACached[${n}]), acc[i]);`;return`\n for (var k = 0; k < ${r/e}; k++) {\n ${t}\n for (var i = 0; i < ${n}; i++) {\n let ACached = mm_Asub[tileRow + i][k];\n ${i}\n }\n }`}})(n,d,p,r)}\n workgroupBarrier();\n }\n\n for (var innerRow = 0; innerRow < ${p}; innerRow++) {\n mm_write(batch, globalRow + innerRow, globalCol, acc[innerRow]);\n }\n }`}const ge=t=>t?"\n mm_Asub[inputRow][inputCol] = mm_readA(batchA,\n kStart + inputRow,\n globalRowStart + inputCol);\n ":"\n mm_Asub[inputRow][inputCol] = mm_readA(batchA,\n globalRowStart + inputRow,\n kStart + inputCol);\n ";function ve(t,e,n=!1,r=32,o=!1,a=32,s=!1,u=!1){const l=t[1]*e[1],c=t[0]*e[0],h=n?l:r,d=n?r:l;i.util.assert(d%e[1]==0&&h%e[0]==0&&r%e[1]==0,(()=>`tileAHight ${d} must be divisible by workgroupSize[1]${e[1]}, tileAWidth ${h} must be divisible by workgroupSize[0]${e[0]}, tileInner ${r} must be divisible by workgroupSize[1]${e[1]}`));const f=d/e[1],p=h/e[0],m=r/e[1],g=t[1],v=t[0],y=s?`\n let localRow = i32(localId.y);\n let localCol = i32(localId.x);\n let globalRowStart = i32(workgroupId.y) * ${l};\n let globalColStart = i32(workgroupId.x) * ${c};\n\n // Loop over shared dimension.\n for (var t = 0; t < numTiles; t++) {\n // Load one tile of A into local memory.\n for (var inputRow = localRow; inputRow < ${d}; inputRow = inputRow + ${e[1]}) {\n for (var inputCol = localCol; inputCol < ${h}; inputCol = inputCol + ${e[0]}) {\n ${ge(n)}\n }\n }\n // Load one tile of B into local memory.\n for (var inputRow = localRow; inputRow < ${r}; inputRow = inputRow + ${e[1]}) {\n for (var inputCol = localCol; inputCol < ${c}; inputCol = inputCol + ${e[0]}) {\n mm_Bsub[inputRow][inputCol] = mm_readB(batchB,\n kStart + inputRow,\n globalColStart + inputCol);\n }\n }\n kStart = kStart + ${r};\n workgroupBarrier();\n\n // Compute acc values for a single thread.\n var BCached : array;\n for (var k = 0; k < ${r}; k++) {\n for (var inner = 0; inner < ${v}; inner++) {\n BCached[inner] = mm_Bsub[k][localCol + inner * ${e[0]}];\n }\n for (var innerRow = 0; innerRow < ${g}; innerRow++) {\n let ACached = ${n?`mm_Asub[k][localRow + innerRow * ${e[1]}];`:`mm_Asub[localRow + innerRow * ${e[1]}][k];`}\n for (var innerCol = 0; innerCol < ${v}; innerCol++) {\n acc[innerRow][innerCol] =\n fma(ACached, BCached[innerCol], acc[innerRow][innerCol]);\n }\n }\n }\n workgroupBarrier();\n }\n for (var innerRow = 0; innerRow < ${g}; innerRow++) {\n let gRow = globalRowStart + localRow + innerRow * ${e[1]};\n for (var innerCol = 0; innerCol < ${v}; innerCol++) {\n let gCol = globalColStart + localCol + innerCol * ${e[0]};\n mm_write(batch, gRow, gCol, acc[innerRow][innerCol]);\n }\n }\n `:`\n let tileRow = i32(localId.y) * ${g};\n let tileCol = i32(localId.x) * ${v};\n\n let globalRow = i32(globalId.y) * ${g};\n let globalCol = i32(globalId.x) * ${v};\n let globalRowStart = i32(workgroupId.y) * ${l};\n\n let tileRowA = i32(localId.y) * ${f};\n let tileColA = i32(localId.x) * ${p};\n let tileRowB = i32(localId.y) * ${m};\n // Loop over shared dimension.\n for (var t = 0; t < numTiles; t++) {\n // Load one tile of A into local memory.\n for (var innerRow = 0; innerRow < ${f}; innerRow++) {\n for (var innerCol = 0; innerCol < ${p}; innerCol++) {\n let inputRow = tileRowA + innerRow;\n let inputCol = tileColA + innerCol;\n ${ge(n)}\n }\n }\n\n // Load one tile of B into local memory.\n for (var innerRow = 0; innerRow < ${m}; innerRow++) {\n for (var innerCol = 0; innerCol < ${v}; innerCol++) {\n let inputRow = tileRowB + innerRow;\n let inputCol = tileCol + innerCol;\n mm_Bsub[inputRow][inputCol] = mm_readB(batchB,\n kStart + inputRow,\n globalCol + innerCol);\n }\n }\n kStart = kStart + ${r};\n workgroupBarrier();\n\n // Compute acc values for a single thread.\n var BCached : array;\n for (var k = 0; k < ${r}; k++) {\n for (var inner = 0; inner < ${v}; inner++) {\n BCached[inner] = mm_Bsub[k][tileCol + inner];\n }\n\n for (var innerRow = 0; innerRow < ${g}; innerRow++) {\n ${(t=>t?"let ACached = mm_Asub[k][tileRow + innerRow];":"let ACached = mm_Asub[tileRow + innerRow][k];")(n)}\n for (var innerCol = 0; innerCol < ${v}; innerCol++) {\n acc[innerRow][innerCol] =\n fma(ACached, BCached[innerCol], acc[innerRow][innerCol]);\n }\n }\n }\n\n workgroupBarrier();\n }\n\n for (var innerRow = 0; innerRow < ${g}; innerRow++) {\n for (var innerCol = 0; innerCol < ${v}; innerCol++) {\n mm_write(batch, globalRow + innerRow, globalCol + innerCol,\n acc[innerRow][innerCol]);\n }\n }\n `;return`\n var mm_Asub : array, ${d}>;\n var mm_Bsub : array, ${r}>;\n\n ${b()} {\n let batch = ${o?"0":"i32(globalId.z)"};\n let batchA = ${o||!u?"batch":"batch % uniforms.aShape[0]"};\n let batchB = ${o||!u?"batch":"batch % uniforms.bShape[0]"};\n let numTiles = ${o?`${Math.ceil(a/r)}`:`(uniforms.dimInner - 1) / ${r} + 1`};\n var kStart = ${o?`i32(globalId.z) * ${a}`:"0"};\n\n var acc : array, ${g}>;\n\n // Without this initialization strange values show up in acc.\n for (var innerRow = 0; innerRow < ${g}; innerRow++) {\n for (var innerCol = 0; innerCol < ${v}; innerCol++) {\n acc[innerRow][innerCol] = 0.0;\n }\n }\n ${y}\n }\n `}class ye{constructor(t,e,n=!1,r=!1,i=null,o=null,a=null,s=!1){this.variableNames=["A","B"],this.uniforms="dimAOuter : i32, dimBOuter : i32, dimInner : i32,",this.outputShape=e,this.dispatchLayout={x:[2],y:[1],z:[0]};const u=n?t[1]:t[2];if(this.isVec4=(u%4==0&&!n||e[1]%4==0&&n)&&e[2]%4==0&&!r,this.outputComponent=this.isVec4?4:1,this.isVectorA=1===e[1]&&!n,!this.isVec4&&this.isVectorA)this.elementsPerThread=[1,1,1],this.workgroupSize=[32,1,1];else{const t=N(e[1],u,e[2],n);this.workgroupSize=t.workgroupSize,this.elementsPerThread=t.elementsPerThread}this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize,this.elementsPerThread);const l=null!=i,c=null!=a;l&&this.variableNames.push("bias"),c&&this.variableNames.push("preluActivationWeights"),this.sequentialAccessByThreads=s,this.transposeA=n,this.transposeB=r,this.addBias=l,this.activation=o,this.hasPreluActivationWeights=c,[this.fitAOuter,this.fitBOuter,this.fitInner]=this.getShapeFit(e[1],e[2],u),this.shaderKey=`matMulPacked_${this.elementsPerThread}_${n}_${r}_${this.activation}_${this.fitAOuter}_${this.fitBOuter}_${this.fitInner}_${this.isVec4}_${this.isVectorA}_${this.sequentialAccessByThreads}`}getShapeFit(t,e,n){const r=this.workgroupSize[1]*this.elementsPerThread[1],i=this.workgroupSize[0]*this.elementsPerThread[0];!this.isVec4&&this.isVectorA?this.tileInner=4*this.workgroupSize[0]:this.tileInner=i;return[t%r==0,e%i==0,n%this.tileInner==0]}getUserCode(){const t=`\n ${he(this.activation,this.hasPreluActivationWeights,this.isVec4)}\n ${pe(this.addBias,this.activation,!1,this.transposeB,this.fitAOuter,this.fitBOuter,this.fitInner,this.isVec4?4:1)}\n ${this.isVec4?me(this.elementsPerThread,this.workgroupSize,this.transposeA,this.tileInner,!1,null,!0):this.isVectorA?function(t,e=!1){i.util.assert(1===t[1]&&1===t[2],(()=>`A linear work group size is required. But got ${t}.`));const n=4*t[0];return`\n var mm_Asub : array, ${t[0]}>;\n\n ${b()} {\n let tileCol = i32(localId.x);\n let globalCol = i32(globalId.x);\n let globalRow = i32(globalId.y);\n\n let numTiles = (uniforms.dimInner - 1) / ${n} + 1;\n let batch = i32(globalId.z);\n let batchA = batch % uniforms.aShape[0];\n let batchB = batch % uniforms.bShape[0];\n // Without this initialization strange values show up in acc.\n var acc = 0.0;\n\n // Loop over shared dimension.\n for (var t = 0; t < numTiles; t++) {\n // Load one tile of A into local memory.\n let colA = t * ${n} + tileCol * 4;\n mm_Asub[tileCol] = vec4(${(t=>t?"\n mm_readA(batchA, colA, globalRow),\n mm_readA(batchA, colA + 1, globalRow),\n mm_readA(batchA, colA + 2, globalRow),\n mm_readA(batchA, colA + 3, globalRow)\n ":"\n mm_readA(batchA, globalRow, colA),\n mm_readA(batchA, globalRow, colA + 1),\n mm_readA(batchA, globalRow, colA + 2),\n mm_readA(batchA, globalRow, colA + 3)\n ")(e)});\n workgroupBarrier();\n\n // Compute acc values for a single thread.\n for (var k = 0; k < ${n/4}; k++) {\n let rowB = t * ${n} + k * 4;\n let BCached = vec4(mm_readB(batchB, rowB, globalCol),\n mm_readB(batchB, rowB + 1, globalCol),\n mm_readB(batchB, rowB + 2, globalCol),\n mm_readB(batchB, rowB + 3, globalCol));\n\n let ACached = mm_Asub[k];\n acc = acc + dot(ACached, BCached);\n }\n\n workgroupBarrier();\n }\n\n mm_write(batch, globalRow, globalCol, acc);\n }\n `}(this.workgroupSize,this.transposeA):ve(this.elementsPerThread,this.workgroupSize,this.transposeA,this.tileInner,!1,null,this.sequentialAccessByThreads,!0)}\n `;return t}}class be{constructor(t,e=!1,n=!1,r=null,i=null,o=null){this.variableNames=["A","B"],this.uniforms="dimAOuter : i32, dimBOuter : i32, dimInner : i32,",this.workgroupSize=[256,1,1],this.outputShape=t,this.dispatchLayout={x:[],y:[1,2],z:[0]},this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize);const a=null!=r,s=null!=o;a&&this.variableNames.push("bias"),s&&this.variableNames.push("preluActivationWeights"),this.transposeA=e,this.transposeB=n,this.addBias=a,this.activation=i,this.hasPreluActivationWeights=s,this.shaderKey=`matMulReduce_${this.activation}_${e}_${n}`}getUserCode(){ +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +var t;return`\n ${he(this.activation,this.hasPreluActivationWeights)}\n ${pe(this.addBias,this.activation,this.transposeA,this.transposeB)}\n ${t=this.workgroupSize[0],`\n var sumValues : array;\n ${b()} {\n let coords = getOutputCoords();\n let batch = coords[0];\n let batchA = batch % uniforms.aShape[0];\n let batchB = batch % uniforms.bShape[0];\n let row = coords[1];\n let col = coords[2];\n var sum = 0.0;\n let Length = uniforms.dimInner;\n for (var k = i32(localId.x); k < Length; k = k + ${t}) {\n let dataA = mm_readA(batchA, row, k);\n let dataB = mm_readB(batchB, k, col);\n sum = sum + dataA * dataB;\n }\n sumValues[localId.x] = sum;\n workgroupBarrier();\n\n for(var currentSize = ${t/2}u; currentSize > 1u;\n currentSize = currentSize / 2u) {\n if (localId.x < currentSize)\n {\n sumValues[localId.x] = sumValues[localId.x] + sumValues[localId.x + currentSize];\n }\n workgroupBarrier();\n }\n\n if (localId.x == 0u) {\n sum = sumValues[0] + sumValues[1];\n mm_write(batch, row, col, sum);\n }\n }\n `}\n `}}class xe{constructor(t,e,n,r=!1,i=!1,o=null,a=null,s=null){this.variableNames=["A","B"],this.uniforms="dimAOuter : i32, dimBOuter : i32, dimInner : i32,",this.workgroupSize=[16,8,1],this.outputShape=n,this.dispatchLayout={x:[2],y:[1],z:[0]},this.dispatch=[Math.ceil(n[2]/this.workgroupSize[0]),Math.ceil(n[1]/this.workgroupSize[1]),n[0]];const u=null!=o;u&&this.variableNames.push("bias");const l=null!=s;l&&this.variableNames.push("preluActivationWeights"),this.transposeA=r,this.transposeB=i,this.addBias=u,this.activation=a,this.hasPreluActivationWeights=l,this.shaderKey=`matMulSmallOutputSize_${this.activation}_${r}_${i}`}getUserCode(){return`\n ${he(this.activation,this.hasPreluActivationWeights)}\n ${pe(this.addBias,this.activation,this.transposeA,this.transposeB)}\n ${ +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const e=t[1],n=t[0],r=e>n?e:n;return`\n var mm_Asub : array, ${e}>;\n var mm_Bsub : array, ${r}>;\n\n // If the output size is small for matrix multiplication, avoid to use vec4\n // and handle some elements per thread to optimally utilize the ALU.\n // Read data from global memory to registers firstly, then store them into\n // shared memory, so it is instruction-Level parallelism for arithmetic\n // operations and others handle IO operations between barrier api, makes ALU\n // and load/store units work simultaneously, could improves the performance.\n ${b()} {\n let tileRow = i32(localId.y);\n let tileCol = i32(localId.x);\n let globalRow = i32(globalId.y);\n let globalCol = i32(globalId.x);\n let batch = i32(globalId.z);\n let batchA = batch % uniforms.aShape[0];\n let batchB = batch % uniforms.bShape[0];\n\n // uniforms.dimInner should be greater than 0.\n let numTiles = (uniforms.dimInner - 1) / ${r} + 1;\n var acc = 0.0;\n\n var globalColA = tileCol;\n var globalRowB = 0;\n var regA = mm_readA(batchA, globalRow, globalColA);\n var regB0 = mm_readB(batchB, globalRowB + 2 * tileRow, globalCol);\n var regB1 = mm_readB(batchB, globalRowB + 2 * tileRow + 1, globalCol);\n globalColA = globalColA + ${r};\n globalRowB = globalRowB + ${r};\n\n for (var t = 0; t < numTiles; t = t + 1) {\n mm_Asub[tileRow][tileCol] = regA;\n mm_Bsub[2 * tileRow][tileCol] = regB0;\n mm_Bsub[2 * tileRow + 1][tileCol] = regB1;\n\n workgroupBarrier();\n\n regA = mm_readA(batchA, globalRow, globalColA);\n regB0 = mm_readB(batchB, globalRowB + 2 * tileRow, globalCol);\n regB1 = mm_readB(batchB, globalRowB + 2 * tileRow + 1, globalCol);\n globalColA = globalColA + ${r};\n globalRowB = globalRowB + ${r};\n\n for (var k = 0; k < ${r}; k = k + 1) {\n acc = acc + mm_Asub[tileRow][k] * mm_Bsub[k][tileCol];\n }\n workgroupBarrier();\n }\n\n mm_write(batch, globalRow, globalCol, acc);\n }\n `}(this.workgroupSize)}\n `}} +/** + * @license + * Copyright 2022 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class we{constructor(t,e,n=!1,r=!1){this.variableNames=["A","B"],this.uniforms="dimAOuter : i32, dimBOuter : i32, dimInner : i32,",this.workgroupSize=[8,8,1],this.atomic=!0,this.splitedDimInner=128,i.util.assert(1===t[0],(()=>"MatMulSplitKProgram only supports batch = 1.")),this.outputShape=t,this.dispatchLayout={x:[2],y:[1],z:[0,3]};const o=(n&&this.outputShape[1]%4==0||!n&&e%4==0)&&this.outputShape[2]%4==0;this.elementsPerThread=[4,4,this.splitedDimInner],this.outputComponent=o?4:1,o||(this.outputShape[1]<16&&(this.elementsPerThread[1]=1),this.outputShape[2]<16&&(this.elementsPerThread[0]=1)),this.dispatch=I(this.dispatchLayout,[this.outputShape[0],this.outputShape[1],this.outputShape[2],e],this.workgroupSize,this.elementsPerThread),this.transposeA=n,this.transposeB=r,this.shaderKey=`matMulSplitK_${n}_${r}_${this.elementsPerThread}_${this.outputComponent}`}getUserCode(){const t=this.outputComponent;return`\n ${fe(!1,this.transposeB,!1,!1,!1,t)}\n fn mm_write(batch: i32, row : i32, col : i32, value : ${g(t)}) {\n if (row < uniforms.dimAOuter && col < uniforms.dimBOuter) {\n let coords = vec3(batch, row, col);\n let flatIndex = getOutputIndexFromCoords(coords);\n // The problem is that we should initialize output to zero before using.\n // Otherwise, the original value will be added to the result.\n for (var i = 0; i < ${t}; i = i + 1) {\n ${f("&result[flatIndex + i]",""+(t>1?"value[i]":"value"),"float32")}\n }\n }\n }\n ${4===t?me(this.elementsPerThread,this.workgroupSize,this.transposeA,32,!0,this.splitedDimInner):ve(this.elementsPerThread,this.workgroupSize,this.transposeA,32,!0,this.splitedDimInner)}\n `}}class _e{constructor(t,e=null,n=null,r=null){this.uniforms="",this.variableNames=["x"],this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.addBias=null!=e,this.hasPreluActivationWeights=null!=r,this.activation=n,this.addBias&&this.variableNames.push("bias"),this.hasPreluActivationWeights&&this.variableNames.push("preluActivationWeights"),this.shaderKey=`biasActivation_${n}`}getUserCode(){return`\n ${he(this.activation,this.hasPreluActivationWeights)}\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n var value = getXByOutputIndex(index);\n ${de(this.addBias,this.activation)}\n setOutputAtIndex(index, value);\n }\n }\n `}} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Se{constructor(t){this.variableNames=[],this.outputShape=[],this.uniforms="value : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="fill"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n setOutputAtIndex(index, uniforms.value);\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Ee(t){const{backend:e,attrs:n}=t,{shape:r,value:o}=n;let{dtype:a}=n;if(a=a||i.util.inferDtype(o),"string"===a){const t=i.util.getArrayFromDType(a,i.util.sizeFromShape(r));return t.fill(o),e.makeTensorInfo(r,a,t)}{const t=new Se(r),n=[{type:"float32",data:[o]}];return e.runWebGPUProgram(t,[],a,n)}}const Me={kernelName:i.Fill,backendName:"webgpu",kernelFunc:Ee}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Ae(t){const{inputs:e,attrs:n}=t,{x:r}=e,{shape:o}=n,a=i.util.sizeFromShape(r.shape),s=i.util.inferFromImplicitShape(o,a),u=i.util.sizeFromShape(s);return i.util.assert(a===u,(()=>`The new shape (${s}) has ${u} elements and the old shape (${r.shape}) has ${a} elements. The new shape and old shape must have the same number of elements.`)),t.backend.incRef(r.dataId),{dataId:r.dataId,shape:s,dtype:r.dtype}}const Ce={kernelName:i.Reshape,backendName:"webgpu",kernelFunc:Ae}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Te({a:t,b:e,transposeA:n,transposeB:r,backend:o,bias:a=null,preluActivationWeights:s=null,leakyreluAlpha:u=0,activation:l=null}){const c=t.shape.length,h=e.shape.length,d=n?t.shape[c-2]:t.shape[c-1],f=r?e.shape[h-1]:e.shape[h-2],p=n?t.shape[c-1]:t.shape[c-2],m=r?e.shape[h-2]:e.shape[h-1],g=t.shape.slice(0,-2),v=e.shape.slice(0,-2),y=i.util.sizeFromShape(g),b=i.util.sizeFromShape(v),x=i.broadcast_util.assertAndGetBroadcastShape(t.shape.slice(0,-2),e.shape.slice(0,-2)).concat([p,m]);i.util.assert(d===f,(()=>`Error in matMul: inner shapes (${d}) and (${f}) of Tensors with shapes ${t.shape} and ${e.shape} and transposeA=${n} and transposeB=${r} must match.`));const w=n?[y,d,p]:[y,p,d],_=r?[b,m,f]:[b,f,m],S=Ae({inputs:{x:t},backend:o,attrs:{shape:w}}),E=Ae({inputs:{x:e},backend:o,attrs:{shape:_}}),M=[S,E],A=Math.max(y,b),C=[S,E],T=[{type:"int32",data:[p]},{type:"int32",data:[m]},{type:"int32",data:[d]}];let k,I;const N=[A,p,m];let P=(0,i.env)().get("WEBGPU_MATMUL_PROGRAM_TYPE");if(P<0){const t=(0,i.env)().getNumber("WEBGPU_THRESHOLD_TO_INCREASE_WORKGROUPS_FOR_MATMUL"),e=t>0?t:o.thresholdToIncreaseWorkgroups,n=A*Math.ceil(p/32)*Math.ceil(m/32);P=n<=e||p<=8&&n<=2*e?A*p*m<=128?F.MatMulReduceProgram:1===A&&f>=2e3?F.MatMulSplitKProgram:F.MatMulSmallOutputSizeProgram:F.MatMulPackedProgram}switch(P){case F.MatMulReduceProgram:k=new be(N,n,r,a,l,s);break;case F.MatMulSplitKProgram:if(I=Ee({backend:o,attrs:{shape:N,value:0,dtype:t.dtype}}),k=new we(N,f,n,r),a||l){I=o.runWebGPUProgram(k,C,t.dtype,T,I);const e=new _e(I.shape,a,l,s);let n=null;const r=[I];a&&r.push(a),s&&r.push(s),"leakyrelu"===l&&(n=[{type:"float32",data:[u]}],e.uniforms+=" alpha : f32,");const i=o.runWebGPUProgram(e,r,I.dtype,n);M.push(I);const c=Ae({inputs:{x:i},backend:o,attrs:{shape:x}});M.push(i);for(const t of M)o.disposeData(t.dataId);return c}break;case F.MatMulSmallOutputSizeProgram:k=new xe(w,_,N,n,r,a,l,s);break;case F.MatMulPackedProgram:const e=o.adapterInfo.isIntel();k=new ye(w,N,n,r,a,l,s,e);break;default:throw new Error(`Unsupported MatMulProgramType ${P}.`)}a&&C.push(a),s&&C.push(s),"leakyrelu"===l&&(T.push({type:"float32",data:[u]}),k.uniforms+=" alpha : f32,"),I=o.runWebGPUProgram(k,C,t.dtype,T,I);const O=Ae({inputs:{x:I},backend:o,attrs:{shape:x}});M.push(I);for(const t of M)o.disposeData(t.dataId);return O}const ke={kernelName:i._FusedMatMul,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{a:i,b:o,bias:a,preluActivationWeights:s}=e,{transposeA:u,transposeB:l,activation:c,leakyreluAlpha:h}=r;return Te({a:i,b:o,transposeA:u,transposeB:l,backend:n,bias:a,preluActivationWeights:s,leakyreluAlpha:h,activation:c})}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Ie{constructor(t,e,n){this.variableNames=["AReal","AImag","BReal","BImag"],this.workgroupSize=[128,1,1],this.size=!0,this.outputShape=i.backend_util.assertAndGetBroadcastShape(e,n),this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey=`binaryOpComplex_${t}`,this.op=t}getUserCode(){return`\n fn binaryOpComplex(\n areal : f32, aimag : f32, breal : f32, bimag : f32) -> f32 {\n ${vt(this.op,!1)}\n }\n\n ${b("index")} {\n if(index < uniforms.size) {\n let areal = getARealByOutputIndex(index);\n let aimag = getAImagByOutputIndex(index);\n let breal = getBRealByOutputIndex(index);\n let bimag = getBImagByOutputIndex(index);\n setOutputAtIndex(index, binaryOpComplex(areal, aimag, breal, bimag));\n }\n }\n `}} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Ne{constructor(t,e,n){if(this.size=!0,this.variableNames=["A","B"],this.outputShape=i.backend_util.assertAndGetBroadcastShape(e,n),this.dispatchLayout=L(this.outputShape),this.op=t,this.useSharedMemoryWithA=e.length<=1&&n.length>1&&e[0]<128,this.useSharedMemoryWithB=n.length<=1&&e.length>1&&n[0]<128,this.useSharedMemoryWithA||this.useSharedMemoryWithB)this.outputComponent=1,this.variableComponents=[1,1],this.lastDimensionSize=this.useSharedMemoryWithB?n[0]:e[0],this.shaderKey=`binary_${t}_${this.lastDimensionSize}`,this.type="shared",this.workgroupSize=[256,1,1];else{const r=e.length>0&&e[e.length-1]%4==0,o=n.length>0&&n[n.length-1]%4==0;r&&o?(this.outputComponent=4,this.variableComponents=[4,4]):r&&(i.util.isScalarShape(n)||1===n[n.length-1])||o&&(i.util.isScalarShape(e)||1===e[e.length-1])?(this.outputComponent=4,this.variableComponents=r?[4,1]:[1,4]):(this.outputComponent=1,this.variableComponents=[1,1]),this.type="nonshared",this.shaderKey=`binary_${t}_${this.variableComponents}`,this.workgroupSize=[128,1,1]}this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize,[this.outputComponent,1,1])}getUserCode(){let t;const e=4===this.outputComponent?"vec4":"f32",n=`\n fn binaryOperation(a : ${e}, b : ${e}) -> ${e} {\n ${vt(this.op,4===this.outputComponent)}\n };\n `;if("shared"===this.type){const e=this.lastDimensionSize>1?`coords[${this.outputShape.length-1}]`:"0",r=this.useSharedMemoryWithB?`let a = getAByOutputIndex(index);\n let b = sharedBuf[${e}];`:`let a = sharedBuf[${e}];\n let b = getBByOutputIndex(index);`;t=`\n ${n}\n var sharedBuf : array;\n ${b("index")} {\n // Fill in the shared memory buffer.\n let localIndex = i32(localId.x);\n if(localIndex < ${this.lastDimensionSize}) {\n sharedBuf[localIndex] = f32(${this.useSharedMemoryWithB?"B":"A"}[localIndex]);\n }\n workgroupBarrier();\n\n if(index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n ${r}\n setOutputAtIndex(index, binaryOperation(a, b));\n }\n }\n `}else t=`\n ${n}\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index * ${this.outputComponent});\n let a = ${e}(getAByOutputCoords(coords));\n let b = ${e}(getBByOutputCoords(coords));\n setOutputAtIndex(index, binaryOperation(a, b));\n }\n }\n `;return t}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Pe(t){const{inputs:e}=t,{x:n}=e;return t.backend.incRef(n.dataId),{dataId:n.dataId,shape:n.shape,dtype:n.dtype}}const Oe={kernelName:i.Identity,backendName:"webgpu",kernelFunc:Pe}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Le(t){const{inputs:e,backend:n}=t,{real:r,imag:i}=e,o=n.makeTensorInfo(r.shape,"complex64"),a=n.tensorMap.get(o.dataId),s=Pe({inputs:{x:r},backend:n}),u=Pe({inputs:{x:i},backend:n});return a.complexTensorInfos={real:s,imag:u},o}const Re={kernelName:i.Complex,backendName:"webgpu",kernelFunc:Le}; +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class De{constructor(t,e,n=""){this.variableNames=["A"],this.size=!0;this.workgroupSize=[128,1,1],this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.op=e,""!==n&&(this.uniforms=n),this.shaderKey=`unary_${e}`}getUserCode(){return`\n fn unaryOperation(a : f32) -> f32 {\n ${ce(this.op,!1)}\n }\n ${b("index")} {\n if (index < uniforms.size) {\n let a = getAByOutputIndex(index);\n setOutputAtIndex(index, unaryOperation(a));\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function ze({opType:t,cpuKernelImpl:e,dtype:n}){return({inputs:r,backend:i})=>{const{x:o}=r,a=i,s=n||o.dtype;if(a.shouldExecuteOnCPU([o])&&null!=e){const t=a.tensorMap.get(o.dataId),n=e(t.values,s);return a.makeTensorInfo(o.shape,s,n)}const u=new De(o.shape,t);return a.runWebGPUProgram(u,[o],s)}}function Fe({opType:t,cpuKernelImpl:e,supportsComplex:n=!1,dtype:r}){return({inputs:o,backend:a})=>{const{a:s,b:u}=o,l=a;if(n&&"complex64"===s.dtype){const e=l.tensorMap.get(s.dataId),n=l.tensorMap.get(u.dataId);let r,o;if(t!==j.MUL)[r,o]=[[e.complexTensorInfos.real,n.complexTensorInfos.real],[e.complexTensorInfos.imag,n.complexTensorInfos.imag]].map((e=>{const[n,r]=e,o={dataId:n.dataId,dtype:n.dtype,shape:s.shape},a={dataId:r.dataId,dtype:r.dtype,shape:u.shape},c=new Ne(t,s.shape,u.shape);return l.runWebGPUProgram(c,[o,a],(0,i.upcastType)(n.dtype,r.dtype))}));else{const t=new Ie(j.COMPLEX_MULTIPLY_REAL,s.shape,u.shape),i=new Ie(j.COMPLEX_MULTIPLY_IMAG,s.shape,u.shape),a=[{dataId:e.complexTensorInfos.real.dataId,dtype:e.complexTensorInfos.real.dtype,shape:s.shape},{dataId:e.complexTensorInfos.imag.dataId,dtype:e.complexTensorInfos.imag.dtype,shape:s.shape},{dataId:n.complexTensorInfos.real.dataId,dtype:n.complexTensorInfos.real.dtype,shape:u.shape},{dataId:n.complexTensorInfos.imag.dataId,dtype:n.complexTensorInfos.imag.dtype,shape:u.shape}];r=l.runWebGPUProgram(t,a,"float32"),o=l.runWebGPUProgram(i,a,"float32")}const a=Le({inputs:{real:r,imag:o},backend:l});return l.disposeData(r.dataId),l.disposeData(o.dataId),a}const c=r||(0,i.upcastType)(s.dtype,u.dtype);if(("string"===s.dtype||"string"===u.dtype||l.shouldExecuteOnCPU([s,u]))&&null!=e){const t=l.tensorMap.get(s.dataId).values,n=l.tensorMap.get(u.dataId).values,r="string"===s.dtype?i.backend_util.fromUint8ToStringArray(t):t,o="string"===s.dtype?i.backend_util.fromUint8ToStringArray(n):n,[a,h]=e(s.shape,u.shape,r,o,c);return l.makeTensorInfo(h,c,a)}const h=new Ne(t,s.shape,u.shape);return l.runWebGPUProgram(h,[s,u],c)}}var Be=n(67466); +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const{addImpl:Ue,castImpl:je,ceilImpl:Ve,concatImpl:He,equalImpl:Ge,expImpl:We,expm1Impl:Xe,floorImpl:Ye,floorDivImpl:qe,gatherNdImpl:$e,gatherV2Impl:Ke,greaterEqualImpl:Ze,greaterImpl:Qe,lessEqualImpl:Je,lessImpl:tn,logImpl:en,maxImpl:nn,maximumImpl:rn,minimumImpl:on,multiplyImpl:an,negImpl:sn,notEqualImpl:un,prodImpl:ln,rangeImpl:cn,rsqrtImpl:hn,scatterImpl:dn,simpleAbsImpl:fn,sliceImpl:pn,stridedSliceImpl:mn,stringNGramsImpl:gn,subImpl:vn,tileImpl:yn,topKImpl:bn,transposeImpl:xn,uniqueImpl:wn}=Be,_n=ze({opType:yt.ABS,cpuKernelImpl:fn}),Sn={kernelName:i.Abs,backendName:"webgpu",kernelFunc:_n},En=ze({opType:yt.ACOS}),Mn={kernelName:i.Acos,backendName:"webgpu",kernelFunc:En},An=ze({opType:yt.ACOSH}),Cn={kernelName:i.Acosh,backendName:"webgpu",kernelFunc:An},Tn=Fe({opType:j.ADD,cpuKernelImpl:Ue,supportsComplex:!0}),kn={kernelName:i.Add,backendName:"webgpu",kernelFunc:Tn}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class In{constructor(t){this.workPerThread=1,this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t[0],this.variableNames=t.map(((t,e)=>`T${e}`)),this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize,[this.workPerThread,1,1]),this.shaderKey="addN"}getUserCode(){const t=[];this.variableNames.forEach((e=>{t.push(`let v${e} = get${e}ByOutputCoords(coords);`)}));const e=this.variableNames.map((t=>`v${t}`)).join(" + ");return`\n ${b("index")} {\n for (var i = 0; i < ${this.workPerThread}; i = i + 1) {\n let flatIndex = index * ${this.workPerThread} + i;\n if (flatIndex < uniforms.size) {\n let coords = getCoordsFromIndex(flatIndex);\n ${t.join("\n ")}\n setOutputAtIndex(flatIndex, ${e});\n }\n }\n }\n `}}const Nn={kernelName:i.AddN,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n}=t,r=e;if(1===r.length)return Pe({inputs:{x:r[0]},backend:n});const o=r.map((t=>t.dtype)).reduce(((t,e)=>(0,i.upcastType)(t,e))),a=r.map((t=>t.shape)),s=new In(a);return n.runWebGPUProgram(s,r,o)}}; +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Pn{constructor(t,e){this.variableNames=["A"],this.workgroupSize=[16,16,1];const n=new Array(t.length);for(let r=0;r`Must be a square tile, current tile shape is ${this.workgroupSize[0]} x ${this.workgroupSize[1]}`));const t=this.workgroupSize[0];return`\n var tile : array, ${this.workgroupSize[0]}>;\n ${b()} {\n var x = i32(workgroupId.x) * ${t} + i32(localId.x);\n var y = i32(workgroupId.y) * ${t} + i32(localId.y);\n let width = uniforms.outShape[0];\n let height = uniforms.outShape[1];\n if (x < width && y < height) {\n tile[localId.y][localId.x] = f32(A[y * width + x]);\n }\n workgroupBarrier();\n\n x = i32(workgroupId.y) * ${t} + i32(localId.x);\n y = i32(workgroupId.x) * ${t} + i32(localId.y);\n if (x < height && y < width) {\n setOutputAtIndex((y * height + x), tile[localId.x]\n [localId.y]);\n }\n }\n `}} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class On{constructor(t,e){this.variableNames=["A"],this.workPerThread=1,this.workgroupSize=[64,1,1],this.size=!0;const n=new Array(t.length);for(let r=0;r6)throw Error(`Transpose for rank ${e} is not yet supported`);const n=new Array(e);for(let e=0;e=32768&&n>=512?this.workgroupSize=[512,1,1]:t.inSize>=4096?this.workgroupSize=[256,1,1]:this.workgroupSize=[64,1,1],this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,[1,1,1]),this.reduceType=e,this.shaderKey=`reduce_${e}`}getUserCode(){let t="",e="0.0";const n=this.workgroupSize[0];"min"===this.reduceType||"max"===this.reduceType?(t=`\n if (isnan(candidate)) {\n bestValue = uniforms.NAN;\n } else if (!isnan(bestValue) && candidate ${"min"===this.reduceType?"<":">"} bestValue)\n { bestValue = candidate; }`,e="f32(x[offset])"):"sum"===this.reduceType||"mean"===this.reduceType?t=" bestValue = bestValue + candidate; ":"prod"===this.reduceType?(t=" bestValue = bestValue * candidate; ",e="1.0"):"all"===this.reduceType?(t=" bestValue = f32(bestValue >= 1.0 && candidate >= 1.0); ",e="1.0"):"any"===this.reduceType&&(t=" bestValue = f32(bestValue >= 1.0 || candidate >= 1.0); ",e="0.0");const r="mean"===this.reduceType?"setOutputAtIndex(outputIndex, bestValue / f32(uniforms.reduceSize));":"setOutputAtIndex(outputIndex, bestValue);";return`\n fn DIV_CEIL(a : u32, b : u32) -> u32 {\n return ((a - 1u) / b + 1u);\n }\n\n ${`\n var xBestValues : array;\n `}\n fn getOffset(outputIndex : i32) -> i32 {\n let outputCoords = getCoordsFromIndex(outputIndex);\n let offset = ${1===this.outputShape.length?"outputCoords":"outputCoords[0]"} * uniforms.reduceSize;\n return offset;\n }\n ${b("index")} {\n let outputIndex = index / ${n};\n let offset = getOffset(outputIndex);\n var bestValue = ${e};\n let Length = uniforms.reduceSize;\n let WorkPerThread = DIV_CEIL(u32(Length), ${n}u);\n for (var k = i32(localId.x); k < Length && outputIndex < uniforms.size;\n k = k + ${n}) {\n let candidate = f32(x[offset + k]);\n ${t}\n }\n xBestValues[localId.x] = bestValue;\n workgroupBarrier();\n\n var reduceSize = min(u32(Length), ${n}u);\n for (var currentSize = reduceSize / 2u; reduceSize > 1u;\n currentSize = reduceSize / 2u) {\n let interval = DIV_CEIL(reduceSize, 2u);\n if (localId.x < currentSize) {\n let candidate = xBestValues[localId.x + interval];\n ${t}\n xBestValues[localId.x] = bestValue;\n }\n reduceSize = interval;\n workgroupBarrier();\n }\n\n if (localId.x == 0u && outputIndex < uniforms.size) {\n ${r}\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const Fn={mean:"float32",all:"bool",any:"bool"};function Bn(t,e,n,r,o){const a=t.shape.length,s=[],u=i.util.parseAxisParam(e,t.shape);let l=u;const c=i.backend_util.getAxesPermutation(l,a);let h=t;null!=c&&(h=Rn({inputs:{x:t},attrs:{perm:c},backend:o}),l=i.backend_util.getInnerMostAxes(l.length,a),s.push(h)),i.backend_util.assertAxesAreInnerMostDims(r,l,a);const[d,f]=i.backend_util.computeOutAndReduceShapes(h.shape,l);let p,m=d;if(n&&(m=i.backend_util.expandShapeToKeepDim(d,u)),"max"!==r&&"prod"!==r||!o.shouldExecuteOnCPU([h])){const e=i.util.sizeFromShape(f),n={windowSize:e,inSize:e,batchSize:i.util.sizeFromShape(h.shape)/e,outSize:1},a=Fn[r]||(0,i.sumOutType)(t.dtype),u=[{type:"int32",data:[e]}],l=new zn(n,r,o.device.limits.maxComputeWorkgroupSizeX),c=o.runWebGPUProgram(l,[h],a,u);s.push(c),p=Ae({inputs:{x:c},attrs:{shape:m},backend:o})}else{const e=o.tensorMap.get(h.dataId).values;switch(r){case"max":const n=nn(e,i.util.sizeFromShape(f),m,t.dtype);p=o.makeTensorInfo(m,t.dtype,n);break;case"prod":const{outVals:a,outShape:s,outDtype:u}=ln(h.shape,h.dtype,e,l);p=o.makeTensorInfo(s,u,a);break;default:throw new Error(`${r} CPU implementation is not yet supported.`)}}return s.forEach((t=>o.disposeData(t.dataId))),p}const Un={kernelName:i.All,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{keepDims:o,axis:a}=r;return Bn(i,a,o,"all",n)}};const jn={kernelName:i.Any,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{keepDims:o,axis:a}=r;return Bn(i,a,o,"any",n)}}; +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Vn{constructor(t,e,n){this.workgroupSize=[64,1,1],this.variableNames=["x"],this.uniforms="infinityValue : f32,",this.size=!0;const r=[e];this.op="min"===n?"<":">";const[o,a]=i.backend_util.computeOutAndReduceShapes(t,r);this.outputShape=0===o.length?[1]:o,this.dispatchLayout=L(this.outputShape),i.util.sizeFromShape(a)<32?(this.type="plain",this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize)):(this.type="shared",this.dispatch=I(this.dispatchLayout,this.outputShape,[1,1,1])),this.inputShape=t,this.shaderKey=`argMinMax_${this.op}_${this.type}`}getUserCode(){const t=this.workgroupSize[0],e=()=>1===this.inputShape.length?"uniforms.xShape":`uniforms.xShape.${y(this.inputShape.length-1)}`,n=()=>{let t="";if(1===this.outputShape.length)1!==this.inputShape.length&&(t+="outputCoords,");else for(let e=0;e u32 {\n return ((a - 1u) / b + 1u);\n }\n\n ${`\n var xBestIndices : array;\n var xBestValues : array;\n `}\n\n ${b("index")} {\n let outputIndex = index / ${t};\n let reduceLength = ${e()};\n\n var bestIndex = i32(localId.x);\n var bestValue = uniforms.infinityValue;\n let outputCoords = getCoordsFromIndex(outputIndex);\n for (var k = i32(localId.x); k < reduceLength && outputIndex < uniforms.size;\n k = k + ${t}) {\n let candidate = getX(${n()} k);\n if (!isnan(candidate) && candidate ${this.op} bestValue) {\n bestValue = candidate;\n bestIndex = k;\n }\n }\n xBestValues[localId.x] = bestValue;\n xBestIndices[localId.x] = bestIndex;\n workgroupBarrier();\n\n var reduceSize = min(u32(reduceLength), ${t}u);\n for (var currentSize = reduceSize / 2u; reduceSize > 1u;\n currentSize = reduceSize / 2u) {\n let interval = DIV_CEIL(reduceSize, 2u);\n if (localId.x < currentSize) {\n let candidate = xBestValues[localId.x + interval];\n if (candidate ${this.op} bestValue) {\n bestValue = candidate;\n xBestValues[localId.x] = bestValue;\n xBestIndices[localId.x] = xBestIndices[localId.x + interval];\n }\n }\n reduceSize = interval;\n workgroupBarrier();\n }\n\n if (localId.x == 0u && outputIndex < uniforms.size) {\n setOutputAtIndexI32(outputIndex, xBestIndices[localId.x]);\n }\n }\n `}return`\n ${b("index")} {\n if (index < uniforms.size) {\n let outputCoords = getCoordsFromIndex(index);\n var bestIndex = 0;\n var bestValue = getX(${n()} 0);\n let reduceLength = ${e()};\n for (var i = 1; i < reduceLength; i++) {\n let candidate = getX(${n()} i);\n if (candidate ${this.op} bestValue) {\n bestValue = candidate;\n bestIndex = i;\n }\n }\n setOutputAtIndexI32(index, bestIndex);\n }\n }\n `}}const Hn={kernelName:i.ArgMax,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{axis:a}=r;let s=i.util.parseAxisParam(a,o.shape);const u=i.backend_util.getAxesPermutation(s,o.shape.length);let l=o;const c=[];null!=u&&(l=Rn({inputs:{x:o},backend:n,attrs:{perm:u}}),c.push(l),s=i.backend_util.getInnerMostAxes(s.length,l.shape.length)),i.backend_util.assertAxesAreInnerMostDims("argMax",[s[0]],l.shape.length);const h=new Vn(l.shape,s[0],"max"),d=[{type:"float32",data:[Number.NEGATIVE_INFINITY]}],f=n.runWebGPUProgram(h,[l],"int32",d);return c.forEach((t=>n.disposeData(t.dataId))),f}};const Gn={kernelName:i.ArgMin,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{axis:a}=r;let s=i.util.parseAxisParam(a,o.shape);const u=i.backend_util.getAxesPermutation(s,o.shape.length);let l=o;const c=[];null!=u&&(l=Rn({inputs:{x:o},backend:n,attrs:{perm:u}}),c.push(l),s=i.backend_util.getInnerMostAxes(s.length,l.shape.length)),i.backend_util.assertAxesAreInnerMostDims("argMin",[s[0]],l.shape.length);const h=new Vn(l.shape,s[0],"min"),d=[{type:"float32",data:[Number.POSITIVE_INFINITY]}],f=n.runWebGPUProgram(h,[l],"int32",d);return c.forEach((t=>n.disposeData(t.dataId))),f}},Wn=ze({opType:yt.ASIN}),Xn={kernelName:i.Asin,backendName:"webgpu",kernelFunc:Wn},Yn=ze({opType:yt.ASINH}),qn={kernelName:i.Asinh,backendName:"webgpu",kernelFunc:Yn},$n=ze({opType:yt.ATAN}),Kn={kernelName:i.Atan,backendName:"webgpu",kernelFunc:$n},Zn=Fe({opType:j.ATAN2}),Qn={kernelName:i.Atan2,backendName:"webgpu",kernelFunc:Zn},Jn=ze({opType:yt.ATANH}),tr={kernelName:i.Atanh,backendName:"webgpu",kernelFunc:Jn}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class er{constructor(t){this.variableNames=["x"],this.uniforms="strides : vec2,",this.workgroupSize=[256,1,1],this.size=!0,this.outputShape=t.outShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="poolWithFilterSizeEqualsOne"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let batch = coords[0];\n let d = coords[3];\n\n let xRCCorner = coords.yz * uniforms.strides;\n let xRCorner = xRCCorner.x;\n let xCCorner = xRCCorner.y;\n\n let value = getX(batch, xRCorner, xCCorner, d);\n setOutputAtIndex(index, value);\n }\n }\n `}} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class nr{constructor(t,e,n=!1,r=!1,i=!1){if(this.variableNames=["x"],this.uniforms="strides : vec2, pads : vec2, dilations : vec2, convDims : vec2, filterDims : vec2,",this.workgroupSize=[128,1,1],this.size=!0,"avg"===e&&n)throw new Error("Cannot compute positions for average pool.");this.outputShape=t.outShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.poolType=e,this.computePositions=n,this.flattenPositions=r,this.includeBatchIndex=i,this.shaderKey=`pool2D_${e}_${n}_${r}_${i}`}getUserCode(){let t;if("avg"===this.poolType)t="resultValue = resultValue + value; count = count + 1.0;";else if(this.computePositions){t=`let currMaxValue = mix(value, maxValue, maxValueFound);\n if (value >= currMaxValue) {\n maxValue = value;\n maxValueFound = 1.0;\n maxPosition = ${this.flattenPositions?this.includeBatchIndex?"((batch * uniforms.xShape[1] + xR) * uniforms.xShape[2] + xC) * uniforms.xShape[3] + d":"(xR * uniforms.xShape[2] + xC) * uniforms.xShape[3] + d":"wR * uniforms.filterDims.y + wC"};\n }`}else t="resultValue = max(value, resultValue);";let e="resultValue";"avg"===this.poolType&&(e="resultValue / max(count, 1.0)");return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let batch = coords[0];\n let d = coords[3];\n let xRCCorner = vec2(coords.yz) * uniforms.strides - uniforms.pads;\n let xRCorner = xRCCorner.x;\n let xCCorner = xRCCorner.y;\n\n ${this.computePositions?"var maxValue = 0.0;\n var maxValueFound = 0.0;\n var maxPosition = 0;":`var resultValue = ${"avg"===this.poolType?"0.0":"-1.0 / pow(10.0, -20.0)"};`}\n\n var count = 0.0;\n for (var wR = 0; wR < uniforms.filterDims.x; wR = wR + uniforms.dilations.x) {\n let xR = xRCorner + wR;\n\n if (xR < 0 || xR >= uniforms.convDims.x) {\n continue;\n }\n\n for (var wC = 0; wC < uniforms.filterDims.y; wC = wC + uniforms.dilations.y) {\n let xC = xCCorner + wC;\n if (xC < 0 || xC >= uniforms.convDims.y) {\n continue;\n }\n\n let value = getX(batch, xR, xC, d);\n ${t}\n }\n }\n\n ${this.computePositions?"setOutputAtIndexI32(index, maxPosition);":`setOutputAtIndex(index, ${e});`}\n }\n }\n `}}class rr{constructor(t,e,n=!1,r=!1,i=!1){if(this.variableNames=["x"],this.uniforms="strides : vec3, pads : vec3, convDims : vec3, filterDims : vec3,",this.workgroupSize=[128,1,1],this.size=!0,"avg"===e&&n)throw new Error("Cannot compute positions for average pool.");this.outputShape=t.outShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.poolType=e,this.computePositions=n,this.flattenPositions=r,this.includeBatchIndex=i,this.shaderKey=`pool3D_${e}_${n}_${r}_${i}`}getUserCode(){let t;if("avg"===this.poolType)t="resultValue += value; count += 1.0;";else if(this.computePositions){t=`let currMaxValue = mix(value, maxValue, maxValueFound);\n if (value >= currMaxValue) {\n maxValue = value;\n maxValueFound = 1.0;\n maxPosition = ${this.flattenPositions?this.includeBatchIndex?"(((batch * uniforms.xShape.y + xD) * uniforms.xShape.z + xR) * uniforms.xShape.w + xC) * uniforms.xShape.u + ch":"((xD * uniforms.xShape.z + xR) * uniforms.xShape.w + xC) * uniforms.xShape.u + ch":"wD * uniforms.filterDims.y * uniforms.filterDims.y + wR * uniforms.filterDims.z + wC"};\n }`}else t="resultValue = max(value, resultValue);";let e="resultValue";"avg"===this.poolType&&(e="resultValue / max(count, 1.0)");return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let batch = coords.x;\n let ch = coords.u;\n\n let xCorner = vec3(coords.y, coords.z, coords.w) * uniforms.strides - uniforms.pads;\n let xDCorner = xCorner.x;\n let xRCorner = xCorner.y;\n let xCCorner = xCorner.z;\n\n ${this.computePositions?"var maxValue = 0.0;\n var maxValueFound = 0.0;\n var maxPosition = 0;":`var resultValue = ${"avg"===this.poolType?"0.0":"-1.0 / pow(10.0, -20.0)"};`}\n\n var count = 0.0;\n for (var wD = 0; wD < uniforms.filterDims.x; wD++) {\n let xD = xDCorner + wD;\n if (xD < 0 || xD >= uniforms.convDims.x) {\n continue;\n }\n\n for (var wR = 0; wR < uniforms.filterDims.y; wR++) {\n let xR = xRCorner + wR;\n if (xR < 0 || xR >= uniforms.convDims.y) {\n continue;\n }\n\n for (var wC = 0; wC < uniforms.filterDims.z; wC++) {\n let xC = xCCorner + wC;\n if (xC < 0 || xC >= uniforms.convDims.z) {\n continue;\n }\n\n let value = getX(batch, xD, xR, xC, ch);\n ${t}\n }\n }\n }\n\n ${this.computePositions?"setOutputAtIndexI32(index, maxPosition);":`setOutputAtIndex(index, ${e});`}\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function ir(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{reductionIndices:o,keepDims:a}=r;return Bn(i,o,a,"max",n)}const or={kernelName:i.Max,backendName:"webgpu",kernelFunc:ir}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function ar(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{keepDims:o,axis:a}=r;return Bn(i,a,o,"mean",n)}const sr={kernelName:i.Mean,backendName:"webgpu",kernelFunc:ar}; +/** + * @license + * Copyright 2022 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function ur(t,e,n,r){if(1===e.filterWidth&&1===e.filterHeight&&i.util.arraysEqual(e.inShape,e.outShape))return Pe({inputs:{x:t},backend:r});if(e.filterWidth===e.inWidth&&e.filterHeight===e.inHeight&&1===e.batchSize&&"VALID"===e.padInfo.type){const o=t.shape.length,a=Ae({inputs:{x:t},backend:r,attrs:{shape:[t.shape[o-3]*t.shape[o-2],t.shape[o-1]]}});let s;"avg"===n?s=ar({inputs:{x:a},backend:r,attrs:{axis:0,keepDims:!1}}):(i.util.assert("max"===n,(()=>`Invalid pool type ${n}`)),s=ir({inputs:{x:a},backend:r,attrs:{reductionIndices:0,keepDims:!1}}));const u=Ae({inputs:{x:s},backend:r,attrs:{shape:e.outShape}});return r.disposeData(a.dataId),r.disposeData(s.dataId),u}let o;const a=[{type:"int32",data:[e.strideHeight,e.strideWidth]}];return 1===e.filterHeight&&1===e.filterWidth?o=new er(e):("avg"===n?o=new nr(e,"avg"):(i.util.assert("max"===n,(()=>`Invalid pool type ${n}`)),o=new nr(e,"max")),a.push({type:"int32",data:[e.padInfo.top,e.padInfo.left]},{type:"int32",data:[e.dilationHeight,e.dilationWidth]},{type:"int32",data:[e.inHeight,e.inWidth]},{type:"int32",data:[e.effectiveFilterHeight,e.effectiveFilterWidth]})),r.runWebGPUProgram(o,[t],t.dtype,a)}const lr={kernelName:i.AvgPool,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{filterSize:a,strides:s,pad:u,dimRoundingMode:l}=r;return ur(o,i.backend_util.computePool2DInfo(o.shape,a,s,1,u,l),"avg",n)}};const cr={kernelName:i.AvgPool3D,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{filterSize:a,strides:s,pad:u,dataFormat:l,dimRoundingMode:c}=r,h=i.backend_util.computePool3DInfo(o.shape,a,s,[1,1,1],u,c,l),d=new rr(h,"avg"),f=[{type:"int32",data:[h.strideDepth,h.strideHeight,h.strideWidth]},{type:"int32",data:[h.padInfo.front,h.padInfo.top,h.padInfo.left]},{type:"int32",data:[h.inDepth,h.inHeight,h.inWidth]},{type:"int32",data:[h.effectiveFilterDepth,h.effectiveFilterHeight,h.effectiveFilterWidth]}];return n.runWebGPUProgram(d,[o],o.dtype,f)}}; +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class hr{constructor(t){this.variableNames=["dy"],this.uniforms="strides : vec2, pads : vec2, dilations : vec2, filterDims : vec2,\n outHeight : i32, outWidth : i32, avgMultiplier : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.inShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="avgPool2DBackprop"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let batch = coords[0];\n let d = coords[3];\n\n let dyRCCorner = vec2(coords.yz) - uniforms.pads;\n let dyRCorner = dyRCCorner.x;\n let dyCCorner = dyRCCorner.y;\n\n // Convolve dy(?, ?, d) with pos mask(:, :, d) to get dx(xR, xC, d).\n // ? = to be determined. : = across all values in that axis.\n var dotProd = 0.0;\n for (var wR = 0; wR < uniforms.filterDims[0]; wR = wR + uniforms.dilations[0]) {\n let dyR = f32(dyRCorner + wR) / f32(uniforms.strides[0]);\n\n if (dyR < 0.0 || dyR >= f32(uniforms.outHeight) || fract(dyR) > 0.0) {\n continue;\n }\n let idyR = i32(dyR);\n\n for (var wC = 0; wC < uniforms.filterDims[1]; wC = wC + uniforms.dilations[1]) {\n let dyC = f32(dyCCorner + wC) / f32(uniforms.strides[1]);\n\n if (dyC < 0.0 || dyC >= f32(uniforms.outWidth) || fract(dyC) > 0.0) {\n continue;\n }\n let idyC = i32(dyC);\n\n let dyValue = getDy(batch, idyR, idyC, d);\n\n dotProd = dotProd + dyValue * uniforms.avgMultiplier;\n }\n }\n setOutputAtIndex(index, dotProd);\n }\n }\n `}}class dr{constructor(t){this.variableNames=["dy"],this.uniforms="strides : vec3, pads : vec3, filterDims : vec3,\n outDepth : i32, outHeight : i32, outWidth : i32, avgMultiplier : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.inShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="avgPool3DBackprop"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let batch = coords.x;\n let ch = coords.u;\n\n let dyCorner = vec3(coords.y, coords.z, coords.w) - uniforms.pads;\n let dyDCorner = dyCorner.x;\n let dyRCorner = dyCorner.y;\n let dyCCorner = dyCorner.z;\n\n // Convolve dy(?, ?, ?, d) with pos mask(:, :, :, ch) to get\n // dx(xD, xR, xC, ch).\n // ? = to be determined. : = across all values in that axis.\n var dotProd = 0.0;\n for (var wD = 0; wD < uniforms.filterDims[0]; wD++) {\n let dyD = f32(dyDCorner + wD) / f32(uniforms.strides[0]);\n\n if (dyD < 0.0 || dyD >= f32(uniforms.outDepth) || fract(dyD) > 0.0) {\n continue;\n }\n let idyD = i32(dyD);\n\n for (var wR = 0; wR < uniforms.filterDims[1]; wR++) {\n let dyR = f32(dyRCorner + wR) / f32(uniforms.strides[1]);\n\n if (dyR < 0.0 || dyR >= f32(uniforms.outHeight) || fract(dyR) > 0.0) {\n continue;\n }\n let idyR = i32(dyR);\n\n for (var wC = 0; wC < uniforms.filterDims[2]; wC++) {\n let dyC = f32(dyCCorner + wC) / f32(uniforms.strides[2]);\n\n if (dyC < 0.0 || dyC >= f32(uniforms.outWidth) || fract(dyC) > 0.0) {\n continue;\n }\n let idyC = i32(dyC);\n\n let dyValue = getDy(batch, idyD, idyR, idyC, ch);\n dotProd += dyValue * uniforms.avgMultiplier;\n }\n }\n }\n setOutputAtIndex(index, dotProd);\n }\n }\n `}}const fr={kernelName:i.AvgPool3DGrad,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{dy:o,input:a}=e,s=a,{filterSize:u,strides:l,pad:c,dimRoundingMode:h}=r,d=i.backend_util.computePool3DInfo(s.shape,u,l,1,c,h),f=new dr(d),p=1/(d.filterDepth*d.filterHeight*d.filterWidth),m=[{type:"int32",data:[d.strideDepth,d.strideHeight,d.strideWidth]},{type:"int32",data:[d.effectiveFilterDepth-1-d.padInfo.front,d.effectiveFilterHeight-1-d.padInfo.top,d.effectiveFilterWidth-1-d.padInfo.left]},{type:"int32",data:[d.effectiveFilterDepth,d.effectiveFilterHeight,d.effectiveFilterWidth]},{type:"int32",data:[d.outDepth]},{type:"int32",data:[d.outHeight]},{type:"int32",data:[d.outWidth]},{type:"float32",data:[p]}];return n.runWebGPUProgram(f,[o],s.dtype,m)}};const pr={kernelName:i.AvgPoolGrad,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{dy:o,input:a}=e,s=a;z([o,a],"avgPoolGrad");const{filterSize:u,strides:l,pad:c}=r,h=i.backend_util.computePool2DInfo(s.shape,u,l,1,c),d=new hr(h),f=1/(h.filterHeight*h.filterWidth),p=[{type:"int32",data:[h.strideHeight,h.strideWidth]},{type:"int32",data:[h.effectiveFilterHeight-1-h.padInfo.top,h.effectiveFilterWidth-1-h.padInfo.left]},{type:"int32",data:[h.dilationHeight,h.dilationWidth]},{type:"int32",data:[h.effectiveFilterHeight,h.effectiveFilterWidth]},{type:"int32",data:[h.outHeight]},{type:"int32",data:[h.outWidth]},{type:"float32",data:[f]}];return n.runWebGPUProgram(d,[o],s.dtype,p)}};const mr={kernelName:i.BatchMatMul,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{a:i,b:o}=e,{transposeA:a,transposeB:s}=r;return Te({a:i,b:o,transposeA:a,transposeB:s,backend:n})}}; +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class gr{constructor(t,e){this.variableNames=["source"],this.workPerThread=1,this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=e,this.rank=e.length,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize,[this.workPerThread,1,1]),this.start=t,this.uniforms=`start : ${v(t.length)}, `,this.shaderKey="slice"}getUserCode(){const t=v(this.rank),e=function(t){if(1===t)return"sourceLoc";if(t<=6)return vr.slice(0,t).map((t=>`sourceLoc.${t}`)).join(",");throw Error(`Slicing for rank ${t} is not yet supported`)}(this.rank);let n;n=1===this.start.length?this.outputShape.map(((t,e)=>"sourceLoc = uniforms.start + coords;")):this.outputShape.map(((t,e)=>`sourceLoc.${vr[e]} = uniforms.start.${y(e)} + coords.${vr[e]};`));return`\n ${b("index")} {\n if (index < uniforms.size) {\n var sourceLoc : ${t};\n let coords = getCoordsFromIndex(index);\n ${n.join("\n")}\n setOutputAtIndex(index, getSource(${e}));\n }\n }\n `}}const vr=["x","y","z","w","u","v"]; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function yr(t){const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{begin:a,size:s}=r,[u,l]=i.slice_util.parseSliceParams(o,a,s);if(i.slice_util.assertParamsValid(o,u,l),n.shouldExecuteOnCPU([o])||"string"===o.dtype){const t=n.tensorMap.get(o.dataId),e=pn(t.values,u,l,o.shape,o.dtype);return n.makeTensorInfo(l,o.dtype,e)}if(0===i.util.sizeFromShape(l))return n.makeTensorInfo(l,o.dtype,[]);const c=new gr(u,l),h=[{type:"int32",data:u}];return n.runWebGPUProgram(c,[o],o.dtype,h)}const br={kernelName:i.Slice,backendName:"webgpu",kernelFunc:yr},xr={kernelName:i.BatchToSpaceND,backendName:"webgpu",kernelFunc:t=>{const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{blockShape:a,crops:s}=r;i.util.assert(o.shape.length<=4,(()=>"batchToSpaceND for rank > 4 with a WebGPU backend not implemented yet"));const u=a.reduce(((t,e)=>t*e)),l=i.backend_util.getReshaped(o.shape,a,u),c=i.backend_util.getPermuted(l.length,a.length),h=i.backend_util.getReshapedPermuted(o.shape,a,u),d=i.backend_util.getSliceBeginCoords(s,a.length),f=i.backend_util.getSliceSize(h,s,a.length),p=[],m=Ae({inputs:{x:o},backend:n,attrs:{shape:l}}),g=Rn({inputs:{x:m},backend:n,attrs:{perm:c}}),v=Ae({inputs:{x:g},backend:n,attrs:{shape:h}}),y=yr({inputs:{x:v},backend:n,attrs:{begin:d,size:f}});return p.push(m),p.push(g),p.push(v),p.forEach((t=>n.disposeData(t.dataId))),y}},wr=`\n fn bincount_write(index: i32, value: f32) {\n ${f("&result[index]","value","float32")}\n }\n`;class _r{constructor(t,e,n=!1){this.outputShape=[],this.variableNames=["x"],this.uniforms="binCountSize : i32,",this.workgroupSize=[64,1,1],this.atomic=!0,this.hasWeights=!0,this.binaryOutput=!1,this.outputShape=t,this.rank=t.length,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.binaryOutput=n,n&&(this.atomic=!1),this.hasWeights=e,this.hasWeights&&this.variableNames.push("w"),this.shaderKey=`bincount_${this.hasWeights}_${this.binaryOutput}_${this.rank}`}getUserCode(){return`\n ${this.binaryOutput?"\n fn bincount_write(index: i32, value: f32) {\n atomicStore(&result[index], bitcast(value));\n }\n":wr}\n ${b("index")} {\n ${1===this.rank?`if (index < uniforms.xShape) {\n let indexVal = i32(getX(index));\n if (indexVal < uniforms.binCountSize) {\n let value = ${this.binaryOutput?1:this.hasWeights?"getW(index)":"1."};\n bincount_write(indexVal, value);\n }\n }`:`let coord = getCoordsFromIndex(index);\n if (coordsInBounds2D(coord, uniforms.xShape)) {\n let indexVal = i32(getX(coord[0], coord[1]));\n if (indexVal < uniforms.binCountSize) {\n let value = ${this.binaryOutput?1:this.hasWeights?"getW(coord[0], coord[1])":"1."};\n bincount_write(coord.x * uniforms.binCountSize + indexVal, value);\n }\n }`}\n }\n `}}const Sr={kernelName:i.Bincount,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,weights:a}=e,{size:s}=r,u=i.util.sizeFromShape(o.shape),l=i.util.sizeFromShape(a.shape)>0,c=[s],h=a.dtype,d=Ee({backend:n,attrs:{shape:c,value:0,dtype:h}}),f=new _r([u],l),p=[{type:"int32",data:[s]}],m=l?[o,a]:[o];return n.runWebGPUProgram(f,m,h,p,d)}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Er{constructor(t){this.outputShape=[],this.variableNames=["s0","s1"],this.uniforms="s0Size : i32, s1Size : i32, ",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=[t],this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="broadcastArgs"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n var s0 = 1.0;\n var s1 = 1.0;\n let indexS0 = index - uniforms.size + uniforms.s0Size;\n let indexS1 = index - uniforms.size + uniforms.s1Size;\n if (indexS0 >= 0) {\n s0 = getS0(indexS0);\n }\n if (indexS1 >= 0) {\n s1 = getS1(indexS1);\n }\n\n if (s0 == 1.0) {\n setOutputAtIndex(index, s1);\n } else if (s1 == 1.0) {\n setOutputAtIndex(index, s0);\n } else if (s0 != s1) {\n setOutputAtIndex(index, uniforms.NAN);\n } else {\n setOutputAtIndex(index, s0);\n }\n }\n }\n `}}const Mr={kernelName:i.BroadcastArgs,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n}=t,{s0:r,s1:o}=e;if(n.shouldExecuteOnCPU([r,o])){const t=n.tensorMap.get(r.dataId),e=n.tensorMap.get(o.dataId),a=t.values,s=e.values,u=i.backend_util.assertAndGetBroadcastShape(Array.from(a),Array.from(s));return n.makeTensorInfo([u.length],"int32",Int32Array.from(u))}const a=i.util.sizeFromShape(r.shape),s=i.util.sizeFromShape(o.shape),u=Math.max(a,s),l=new Er(u),c=[{type:"int32",data:[a]},{type:"int32",data:[s]}];return n.runWebGPUProgram(l,[r,o],"int32",c)}},Ar=Fe({opType:j.NOT_EQUAL,dtype:"bool",cpuKernelImpl:un}),Cr={kernelName:i.NotEqual,backendName:"webgpu",kernelFunc:Ar}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Tr(t){const{inputs:e,backend:n}=t,{input:r}=e;return Pe({inputs:{x:n.tensorMap.get(r.dataId).complexTensorInfos.real},backend:n})}const kr={kernelName:i.Real,backendName:"webgpu",kernelFunc:Tr};const Ir={kernelName:i.Cast,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function t(e){const{inputs:n,backend:r,attrs:o}=e,{x:a}=n,{dtype:s}=o;if("complex64"===s){if("complex64"===a.dtype)return Pe({inputs:{x:a},backend:r});const e=i.zeros(a.shape),n=t({inputs:{x:a},backend:r,attrs:{dtype:"float32"}}),o=Le({inputs:{real:n,imag:e},backend:r});return e.dispose(),r.disposeData(n.dataId),o}if("complex64"===a.dtype){const e=Tr({inputs:{input:a},backend:r}),n=t({inputs:{x:e},backend:r,attrs:{dtype:s}});return r.disposeData(e.dataId),n}if(!i.util.hasEncodingLoss(a.dtype,s)){const t=Pe({inputs:{x:a},backend:r});return{dataId:t.dataId,shape:t.shape,dtype:s}}if(r.shouldExecuteOnCPU([a])){const t=r.tensorMap.get(a.dataId).values,[e,n,i]=je(t,a.shape,a.dtype,s);return r.makeTensorInfo(e,n,i)}if("int32"===s) +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +return function(t,e){const n=new De(t.shape,yt.TO_INT),r=e.runWebGPUProgram(n,[t],"int32");return{dataId:r.dataId,shape:r.shape,dtype:r.dtype}}(a,r);if("bool"===s){const t=r.makeTensorInfo([],"bool",i.util.getTypedArrayFromDType("bool",1)),e=Ar({inputs:{a,b:t},backend:r});return r.disposeData(t.dataId),e}throw new Error(`Error in Cast: failed to cast ${a.dtype} to ${s}`)}},Nr=ze({opType:yt.CEIL,cpuKernelImpl:Ve}),Pr={kernelName:i.Ceil,backendName:"webgpu",kernelFunc:Nr}; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Or{constructor(t){this.variableNames=["A"],this.uniforms="minVal : f32, maxVal : f32,",this.workPerThread=4,this.workgroupSize=[64,1,1],this.outputComponent=4,this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize,[this.workPerThread,1,1]),this.shaderKey="clipVec4"}getUserCode(){return`\n ${b("index")} {\n if(index < uniforms.size) {\n let value = getAByOutputIndex(index);\n var clampedValue = clamp(\n value, vec4(uniforms.minVal), vec4(uniforms.maxVal));\n clampedValue = select(clampedValue, value, isnanVec4(value));\n setOutputAtIndex(index, clampedValue);\n }\n }\n `}} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Lr{constructor(t){this.variableNames=["A"],this.uniforms="minVal : f32, maxVal : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="clip"}getUserCode(){return`\n ${b("index")} {\n if(index < uniforms.size) {\n let value = getAByOutputIndex(index);\n if (isnan(value)) {\n setOutputAtIndex(index, value);\n return;\n }\n setOutputAtIndex(index, clamp(value, uniforms.minVal, uniforms.maxVal));\n }\n }\n `}}const Rr={kernelName:i.ClipByValue,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{clipValueMin:a,clipValueMax:s}=r;let u;const l=[{type:"float32",data:[a]},{type:"float32",data:[s]}];return u=i.util.sizeFromShape(o.shape)%4==0?new Or(o.shape):new Lr(o.shape),n.runWebGPUProgram(u,[o],o.dtype,l)}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Dr{constructor(t){this.outputShape=[],this.variableNames=["real","imag"],this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="complexAbs"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let re = abs(getRealByOutputIndex(index));\n let im = abs(getImagByOutputIndex(index));\n let mx = max(re, im);\n\n // The length function in wgsl may be not underflow-safe on some GPUs.\n // So the safe solution is to ensure underflow-safety in all cases.\n setOutputAtIndex(index, select(mx * length(vec2(1, min(re, im)/mx)), 0.0, mx == 0.0));\n }\n }\n `}} +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function zr(t,e){return{dataId:e.dataId,dtype:e.dtype,shape:t.shape}}const Fr={kernelName:i.ComplexAbs,backendName:"webgpu",kernelFunc:function(t){const{inputs:e,backend:n}=t,{x:r}=e,i=n.tensorMap.get(r.dataId),o=new Dr(r.shape),a=[zr(r,i.complexTensorInfos.real),zr(r,i.complexTensorInfos.imag)];return n.runWebGPUProgram(o,a,a[0].dtype)}}; +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Br{constructor(t){this.uniforms="",this.workPerThread=1,this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=i.backend_util.computeOutShape(t,1),this.variableNames=t.map(((t,e)=>`T${e}`)),this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize,[this.workPerThread,1,1]),this.offsetLength=t.length-1;for(let t=0;t0){t.push("if (yC < uniforms.offset0){ setOutputAtCoords(coords.x, coords.y, getT0(yR, yC)); }");for(let e=1;eTr({inputs:{input:t},backend:n}))),i=t.map((t=>Ur({inputs:{input:t},backend:n}))),o=Vr(r,e,n),a=Vr(i,e,n),s=Le({inputs:{real:o,imag:a},backend:n});return r.forEach((t=>n.disposeData(t.dataId))),i.forEach((t=>n.disposeData(t.dataId))),n.disposeData(o.dataId),n.disposeData(a.dataId),s}let o=n.shouldExecuteOnCPU(t);if("string"===r&&(o=!0),o){const o=t.map((t=>{const r=i.util.sizeFromShape(t.shape.slice(e));return Ae({inputs:{x:t},backend:n,attrs:{shape:[-1,r]}})})),a=o.map((t=>({vals:n.readSync(t.dataId),shape:t.shape}))),s=i.backend_util.computeOutShape(o.map((t=>t.shape)),1),u=1===o[0].shape[0],l=He(a,s,r,u),c=i.backend_util.computeOutShape(t.map((t=>t.shape)),e),h=n.makeTensorInfo(c,r,l);return o.forEach((t=>n.disposeData(t.dataId))),h}const a=n.device.limits.maxStorageBuffersPerShaderStage-1;if(t.length>a){const r=[];for(let i=0;it.shape)),e),o=t.map((t=>Ae({inputs:{x:t},backend:n,attrs:{shape:[i.util.sizeFromShape(t.shape.slice(0,e)),i.util.sizeFromShape(t.shape.slice(e))]}})));return{tensors2D:o,outShape:r}}(t,e,n),l=s.map((t=>t.shape)),c=new Br(l),h=[],d=new Array(l.length-1);if(d.length>0){d[0]=l[0][1],h.push({type:"int32",data:[d[0]]});for(let t=1;tn.disposeData(t.dataId)));const p=Ae({inputs:{x:f},backend:n,attrs:{shape:u}});return n.disposeData(f.dataId),p} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Hr(t){const{inputs:e,backend:n,attrs:r}=t,{axis:o}=r,a=i.util.parseAxisParam(o,e[0].shape)[0],s=e.map((t=>t.shape));i.backend_util.assertParamsConsistent(s,a);const u=i.backend_util.computeOutShape(e.map((t=>t.shape)),a);if(0===i.util.sizeFromShape(u))return n.makeTensorInfo(u,e[0].dtype,[]);const l=e.filter((t=>i.util.sizeFromShape(t.shape)>0));return 1===l.length?Pe({inputs:{x:l[0]},backend:n}):Vr(l,a,n)}const Gr={kernelName:i.Concat,backendName:"webgpu",kernelFunc:Hr};class Wr{constructor(t,e,n,r,i=!1,o=null,a=!1,s=!1){this.variableNames=["x","W"],this.uniforms="filterDims : vec2, pads : vec2, strides : vec2, dilations : vec2, dimAOuter : i32, dimBOuter : i32, dimInner : i32,",this.outputShape=t.outShape,this.isChannelsLast="channelsLast"===t.dataFormat,this.isVec4=((t.inChannels%4==0||t.inChannels%3==0)&&this.isChannelsLast||t.outWidth%4==0&&!this.isChannelsLast)&&t.outChannels%4==0,this.dispatchLayout=this.isChannelsLast?{x:[3],y:[1,2],z:[0]}:{x:[2,3],y:[1],z:[0]},this.workgroupSize=P(this.dispatchLayout,this.outputShape,this.isVec4),this.elementsPerThread=O(this.dispatchLayout,this.outputShape,this.isVec4),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize,this.elementsPerThread),this.isVec4?(this.outputComponent=4,this.isChannelsLast&&t.inChannels%4!=0?(this.innerElementSize=3,this.variableComponents=[1,4]):(this.innerElementSize=4,this.variableComponents=[4,4]),i&&(this.variableNames.push("bias"),this.variableComponents.push(4)),a&&(this.variableNames.push("preluActivationWeights"),this.variableComponents.push(4))):(this.innerElementSize=this.elementsPerThread[0],i&&this.variableNames.push("bias"),a&&this.variableNames.push("preluActivationWeights")),this.sequentialAccessByThreads=s,this.addBias=i,this.activation=o,this.hasPreluActivationWeights=a,this.tileAOuter=this.workgroupSize[1]*this.elementsPerThread[1],this.tileBOuter=this.workgroupSize[0]*this.elementsPerThread[0],this.tileInner=Math.max(this.workgroupSize[0]*this.innerElementSize,this.workgroupSize[1]),this.fitAOuter=e%this.tileAOuter==0,this.fitBOuter=n%this.tileBOuter==0,this.fitInner=r%this.tileInner==0,this.shaderKey=`conv2DMM_${this.elementsPerThread}_${this.activation}}_${this.fitAOuter}_${this.fitBOuter}_${this.fitInner}_${this.isVec4}_${this.innerElementSize}_${this.isChannelsLast}_${this.sequentialAccessByThreads}`}getUserCode(){const t=this.isVec4?me(this.elementsPerThread,this.workgroupSize,!this.isChannelsLast,this.tileInner):ve(this.elementsPerThread,this.workgroupSize,!this.isChannelsLast,this.tileInner,!1,null,this.sequentialAccessByThreads),e=this.isVec4?[this.innerElementSize,4,4]:[1,1,1];return`\n ${ +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t,e,n,r,i=!1,o=null,a=!1,s=4,u=4,l=4){const c=t?"\n let coord = vec4(batch, xRow, xCol, xCh);\n ":"\n let coord = vec4(batch, xCh, xRow, xCol);\n ",h=t?"\n let coords = vec4(\n batch,\n row / outWidth,\n row % outWidth,\n col);\n ":"\n let coords = vec4(\n batch,\n row,\n col / outWidth,\n col % outWidth);\n ",d=t?"uniforms.xShape[1]":"uniforms.xShape[2]",f=t?"uniforms.xShape[2]":"uniforms.xShape[3]",p=t?"row":"col",m=t?"col":"row",v=`\n let inChannels = uniforms.wShape[2];\n let outWidth = ${t?"uniforms.outShape[2]":"uniforms.outShape[3]"};\n let outRow = ${p} / outWidth;\n let outCol = ${p} % outWidth;\n\n let WRow = ${m} / (uniforms.filterDims[1] * inChannels);\n let WCol = ${m} / inChannels % uniforms.filterDims[1];\n let xRow = outRow * uniforms.strides[0] + uniforms.dilations[0] * WRow - uniforms.pads[0];\n let xCol = outCol * uniforms.strides[1] + uniforms.dilations[1] * WCol - uniforms.pads[1];\n let xCh = ${m} % inChannels;\n var resData = ${g(s)}(0.0);\n // The bounds checking is always needed since we use it to pad zero for\n // the 'same' padding type.\n if (xRow >= 0 && xRow < ${d} && xCol >= 0 && xCol < ${f}) {\n ${c}\n let xIndex = getIndexFromCoords4D(coord, uniforms.xShape);\n ${(t=>{switch(t){case 1:return"resData = f32(x[xIndex]);";case 3:return"resData = vec3(x[xIndex], x[xIndex + 1], x[xIndex + 2]);";case 4:return"resData = vec4(x[xIndex / 4]);";default:throw new Error(`innerElementSize ${t} is not supported.`)}})(s)}\n }\n return resData;`,y=t?e&&r?`\n ${v}`:`\n if (row < uniforms.dimAOuter && col < uniforms.dimInner) {\n ${v}\n }\n return ${g(s)}(0.0);`:r&&n?`\n ${v}`:`\n if (row < uniforms.dimInner && col < uniforms.dimBOuter) {\n ${v}\n }\n return ${g(s)}(0.0);`,b=`${(t=>{switch(t){case 1:return"return f32(W[row * uniforms.wShape[3] + col]);";case 4:return"return vec4(W[(row * uniforms.wShape[3] + col) / 4]);";default:throw new Error(`innerElementSize ${t} is not supported.`)}})(u)}`,x=g(l),w=g(t?s:u),_=g(t?u:s);return`\n ${he(o,a,4===l,4)}\n fn mm_readA(batch: i32, row : i32, col : i32) -> ${w} {\n ${t?y:b}\n }\n\n fn mm_readB(batch: i32, row : i32, col : i32) -> ${_} {\n ${t?b:y}\n }\n\n fn mm_write(batch: i32, row : i32, col : i32, valueIn : ${x}) {\n if (row < uniforms.dimAOuter && col < uniforms.dimBOuter)\n {\n var value = valueIn;\n let outWidth = ${t?"uniforms.outShape[2]":"uniforms.outShape[3]"};\n ${h}\n ${de(i,o)}\n setOutputAtCoords(coords[0], coords[1], coords[2], coords[3], value);\n }\n }`}(this.isChannelsLast,this.fitAOuter,this.fitBOuter,this.fitInner,this.addBias,this.activation,this.hasPreluActivationWeights,e[0],e[1],e[2])}\n ${t}\n `}} +/** + * @license + * Copyright 2022 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Xr{constructor(t,e=!1,n=null,r=!1){this.variableNames=["x","W"],this.uniforms="filterDims: vec2, pads: vec2, strides: vec2, dilations: vec2,",this.workgroupSize=[4,4,8],this.outputShape=t.outShape,this.isChannelsLast="channelsLast"===t.dataFormat,this.dispatchLayout=this.isChannelsLast?{x:[2],y:[1],z:[0,3]}:{x:[3],y:[2],z:[0,1]},this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.addBias=e,this.activation=n,this.hasPreluActivationWeights=r,e&&this.variableNames.push("bias"),r&&this.variableNames.push("preluActivationWeights"),this.shaderKey=`conv2dnaive_${this.activation}_${this.isChannelsLast}`}getUserCode(){return`\n ${he(this.activation,this.hasPreluActivationWeights,!1,4)}\n fn readInp(batch : i32, row : i32, col : i32, chan : i32) -> f32{\n let coords = vec4(batch, row, col, chan);\n if (coordsInBounds4D(coords, uniforms.xShape)) {\n return getX(batch, row, col, chan);\n } else {\n return 0.0;\n }\n }\n fn readFilt(row : i32, col : i32, xChannel : i32, outChannel : i32) -> f32{\n let coords = vec4(row, col, xChannel, outChannel);\n if(coordsInBounds4D(coords, uniforms.wShape)) {\n return getW(row, col, xChannel, outChannel);\n } else {\n return 0.0;\n }\n }\n fn writeResult(batch : i32, row : i32, col : i32, chan : i32, valueIn : f32) {\n let coords = ${this.isChannelsLast?"vec4(batch, row, col, chan);":"vec4(batch, chan, row, col);"}\n if (coordsInBounds4D(coords, uniforms.outShape)) {\n var value = valueIn;\n ${de(this.addBias,this.activation)}\n setOutputAtCoords(coords.x, coords.y, coords.z, coords.w, value);\n }\n }\n ${b("index")} {\n let coords = getOutputCoords();\n let batch = coords[0];\n let outChannel = ${this.isChannelsLast?"coords[3];":"coords[1];"}\n let outRow = ${this.isChannelsLast?"coords[1];":"coords[2];"}\n let outCol = ${this.isChannelsLast?"coords[2];":"coords[3];"}\n var acc : f32 = 0.0;\n for (var row = 0; row < uniforms.filterDims[0]; row = row + 1) {\n for (var col = 0; col < uniforms.filterDims[1]; col = col + 1) {\n let xRow = outRow * uniforms.strides[0] + uniforms.dilations[0] * row - uniforms.pads[0];\n let xCol = outCol * uniforms.strides[1] + uniforms.dilations[1] * col - uniforms.pads[1];\n for (var xChannel = 0; xChannel < ${this.isChannelsLast?"uniforms.xShape[3];":"uniforms.xShape[1];"} xChannel = xChannel + 1) {\n ${this.isChannelsLast?"let v = readInp(batch, xRow, xCol, xChannel);":"let v = readInp(batch, xChannel, xRow, xCol);"}\n let f = readFilt(row, col, xChannel, outChannel);\n acc = acc + v * f;\n }\n }\n }\n writeResult(batch, outRow, outCol, outChannel, acc);\n }\n `}} +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Yr{constructor(t,e){this.variableNames=["x"],this.uniforms="pads : vec2, strides : vec2, dilations : vec2, outWidth : i32, itemsPerBlockRow : i32,\n inChannels : i32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.isChannelsLast=e,this.shaderKey=`im2col_${this.isChannelsLast}`}getUserCode(){const t=this.isChannelsLast?1:2,e=this.isChannelsLast?2:3,n=this.isChannelsLast?"coords[1]":"coords[2]",r=this.isChannelsLast?"coords[2]":"coords[1]",i=this.isChannelsLast?"getX(batch, xRow, xCol, ch)":"getX(batch, ch, xRow, xCol)";return`\n ${b("index")} {\n let coords = getCoordsFromIndex(index);\n if(index < uniforms.size) {\n let batch = coords[0];\n let row = ${n};\n let col = ${r};\n let offsetY = (row / uniforms.outWidth) * uniforms.strides[0] - uniforms.pads[0];\n let xRow = offsetY + uniforms.dilations[0] * (col / uniforms.itemsPerBlockRow);\n var value = 0.0;\n if(xRow < uniforms.xShape[${t}] && xRow >= 0) {\n let offsetX = (row % uniforms.outWidth) * uniforms.strides[1] -\n uniforms.pads[1];\n let xCol = offsetX + uniforms.dilations[1] * ((col %\n uniforms.itemsPerBlockRow) / uniforms.inChannels);\n let ch = col % uniforms.inChannels;\n if(xCol < uniforms.xShape[${e}] && xCol >= 0) {\n value = ${i};\n }\n }\n setOutputAtIndex(index, value);\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function qr(t,e){const n=t.length;return n>=3?e?[...t.slice(0,-3),t[n-3]*t[n-2],t[n-1]]:[...t.slice(0,-3),t[n-3],t[n-2]*t[n-1]]:!e&&1===n&&t[0]>1?[t[0],1]:null}function $r({x:t,filter:e,convInfo:n,backend:r,bias:o=null,preluActivationWeights:a=null,leakyreluAlpha:s=0,activation:u=null}){const l=null!=o,c=null!=a,h="channelsLast"===n.dataFormat,d=h&&n.filterHeight===n.inHeight&&n.filterWidth===n.inWidth&&"VALID"===n.padInfo.type,f=(0,i.env)().getBool("WEBGPU_USE_NAIVE_CONV2D_DEBUG");if(!f&&(d||1===n.filterHeight&&1===n.filterWidth&&1===n.dilationHeight&&1===n.dilationWidth&&1===n.strideHeight&&1===n.strideWidth&&("SAME"===n.padInfo.type||"VALID"===n.padInfo.type)))return function({x:t,filter:e,convInfo:n,backend:r,bias:i=null,preluActivationWeights:o=null,leakyreluAlpha:a=0,activation:s=null}){const u="channelsLast"===n.dataFormat,l=!u,c=[];let h,d;if(u&&n.filterHeight===n.inHeight&&n.filterWidth===n.inWidth&&"VALID"===n.padInfo.type){const i=n.inHeight*n.inWidth*n.inChannels;h=Ae({inputs:{x:t},backend:r,attrs:{shape:[1,n.batchSize,i]}}),d=Ae({inputs:{x:e},backend:r,attrs:{shape:[1,i,n.outChannels]}})}else h=Ae({inputs:{x:t},backend:r,attrs:{shape:u?[n.batchSize,n.inHeight*n.inWidth,n.inChannels]:[n.batchSize,n.inChannels,n.inHeight*n.inWidth]}}),d=Ae({inputs:{x:e},backend:r,attrs:{shape:[1,n.inChannels,n.outChannels]}});if(c.push(h),c.push(d),null!=o){const t=qr(o.shape,u);null!=t&&(o=Ae({inputs:{x:o},backend:r,attrs:{shape:t}}),c.push(o))}if(null!=i){const t=qr(i.shape,u);null!=t&&(i=Ae({inputs:{x:i},backend:r,attrs:{shape:t}}),c.push(i))}const f=Te({a:u?h:d,b:u?d:h,transposeA:l,transposeB:!1,backend:r,bias:i,activation:s,preluActivationWeights:o,leakyreluAlpha:a}),p=Ae({inputs:{x:f},backend:r,attrs:{shape:n.outShape}});c.push(f);for(const t of c)r.disposeData(t.dataId);return p}({x:t,filter:e,convInfo:n,backend:r,bias:o,activation:u,preluActivationWeights:a,leakyreluAlpha:s});const p=(0,i.env)().getNumber("WEBGPU_THRESHOLD_TO_INCREASE_WORKGROUPS_FOR_MATMUL"),m=p>-1?p:r.thresholdToIncreaseWorkgroups,g=n.batchSize*Math.ceil(n.outHeight*n.outWidth/32)*Math.ceil(n.outChannels/32);if((0,i.env)().getBool("WEBGPU_CONV_SEPARATE_IM2COL_SHADER")||g<=m)return function({x:t,filter:e,convInfo:n,backend:r,bias:i=null,preluActivationWeights:o=null,leakyreluAlpha:a=0,activation:s=null}){const{filterWidth:u,filterHeight:l,inChannels:c,strideWidth:h,strideHeight:d,padInfo:f,outWidth:p,outHeight:m,dilationWidth:g,dilationHeight:v,dataFormat:y}=n,b="channelsLast"===y,x=u*l*c,w=m*p,_=b?[n.batchSize,w,x]:[n.batchSize,x,w],S=new Yr(_,b),E=[{type:"int32",data:[f.top,f.left]},{type:"int32",data:[d,h]},{type:"int32",data:[v,g]},{type:"int32",data:[p]},{type:"int32",data:[c*u]},{type:"int32",data:[c]}],M=r.runWebGPUProgram(S,[t],t.dtype,E),A=[];A.push(M);const C=Ae({inputs:{x:e},backend:r,attrs:{shape:[1,x,-1]}});if(A.push(C),null!=o){const t=qr(o.shape,b);null!=t&&(o=Ae({inputs:{x:o},backend:r,attrs:{shape:t}}),A.push(o))}if(null!=i){const t=qr(i.shape,b);null!=t&&(i=Ae({inputs:{x:i},backend:r,attrs:{shape:t}}),A.push(i))}const T=Te({a:b?M:C,b:b?C:M,transposeA:!b,transposeB:!1,backend:r,bias:i,activation:s,preluActivationWeights:o,leakyreluAlpha:a}),k=Ae({inputs:{x:T},backend:r,attrs:{shape:n.outShape}});A.push(T);for(const t of A)r.disposeData(t.dataId);return k}({x:t,filter:e,convInfo:n,backend:r,bias:o,preluActivationWeights:a,leakyreluAlpha:s,activation:u});let v;const y=[n.padInfo.top,n.padInfo.left],b=[{type:"int32",data:[n.filterHeight,n.filterWidth]},{type:"int32",data:[...y]},{type:"int32",data:[n.strideHeight,n.strideWidth]},{type:"int32",data:[n.dilationHeight,n.dilationWidth]}];if(f)v=new Xr(n,l,u,c);else{const t=h?n.outHeight*n.outWidth:n.outChannels,e=h?n.outChannels:n.outHeight*n.outWidth,i=n.filterHeight*n.filterWidth*n.inChannels;b.push({type:"int32",data:[t]},{type:"int32",data:[e]},{type:"int32",data:[i]});const o=r.adapterInfo.isIntel();v=new Wr(n,t,e,i,l,u,c,o)}const x=[],w=[t,e];l&&(h||1!==o.shape.length||(o=Ae({inputs:{x:o},backend:r,attrs:{shape:[o.shape[0],1,1]}}),x.push(o)),w.push(o)),c&&(h||1!==a.shape.length||(a=Ae({inputs:{x:a},backend:r,attrs:{shape:[a.shape[0],1,1]}}),x.push(a)),w.push(a)),"leakyrelu"===u&&(b.push({type:"float32",data:[s]}),v.uniforms+=" alpha : f32,");const _=r.runWebGPUProgram(v,w,t.dtype,b);for(const t of x)r.disposeData(t.dataId);return _}const Kr={kernelName:i.Conv2D,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,attrs:n,backend:r}=t,{x:o,filter:a}=e,{strides:s,pad:u,dataFormat:l,dilations:c,dimRoundingMode:h}=n,d=i.backend_util.convertConv2DDataFormat(l);return $r({x:o,filter:a,convInfo:i.backend_util.computeConv2DInfo(o.shape,a.shape,s,c,u,h,!1,d),backend:r})}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Zr{constructor(t){this.variableNames=["dy","W"],this.uniforms="filterDims : vec2, pads : vec2, strides : vec2, outBackprop : vec4,",this.workgroupSize=[64,1,1],this.size=!1,this.isVec4=!1,this.workPerThread=1,this.outputShape=t.inShape,this.isChannelsLast="channelsLast"===t.dataFormat,this.isVec4=this.isChannelsLast&&t.outChannels%4==0&&t.inChannels%4==0,this.isVec4?(this.workPerThread=2,this.outputComponent=4,this.workgroupSize=[4,4,4],this.dispatchLayout={x:[3],y:[2],z:[0,1]},this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize,[4,this.workPerThread,1])):(this.size=!0,this.workPerThread=1,this.workgroupSize=[64,1,1],this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize)),this.shaderKey=`conv2DDerInput_${this.isChannelsLast}_${this.isVec4}_${this.workPerThread}`}getUserCode(){const t=this.isChannelsLast?1:2,e=this.isChannelsLast?2:3,n=this.isChannelsLast?3:1,r=`\n ${b()} {\n let batch = i32(globalId.z) / uniforms.outShape[1];\n let r = i32(globalId.z) % uniforms.outShape[1];\n let c = i32(globalId.y) * ${this.workPerThread};\n let d1 = i32(globalId.x) * 4;\n\n let dyCorner = vec2(r, c) - uniforms.pads;\n\n // Convolve dy(?, ?, d2) with w(:, :, d1, d2) to compute dx(xR, xC, d1).\n // ? = to be determined. : = across all values in that axis.\n var dotProd: array, ${this.workPerThread}>;\n for (var i = 0; i < ${this.workPerThread}; i++) {\n dotProd[i] = vec4(0.0);\n }\n for (var wR = 0; wR < uniforms.filterDims.x; wR = wR + 1) {\n let dyR = f32(dyCorner.x + wR) / f32(uniforms.strides.x);\n let wRPerm = uniforms.filterDims.x - 1 - wR;\n if (dyR < 0.0 || dyR >= f32(uniforms.outBackprop[1]) ||\n fract(dyR) > 0.0) {\n continue;\n }\n let idyR = i32(dyR);\n\n for (var wC = 0; wC < uniforms.filterDims.y; wC = wC + 1) {\n let dyC = f32(dyCorner.y + wC) / f32(uniforms.strides.y);\n let dyC2 = f32(dyCorner.y + 1 + wC) / f32(uniforms.strides.y);\n let wCPerm = uniforms.filterDims.y - 1 - wC;\n var bDyCVal = true;\n var bDyCVal2 = true;\n if (dyC < 0.0 || dyC >= f32(uniforms.outBackprop[2]) ||\n fract(dyC) > 0.0) {\n bDyCVal = false;\n }\n if (dyC2 < 0.0 || dyC2 >= f32(uniforms.outBackprop[2]) ||\n fract(dyC2) > 0.0) {\n bDyCVal2 = false;\n }\n\n let idyC = i32(dyC);\n let idyC2 = i32(dyC2);\n if (bDyCVal && bDyCVal2) {\n let d2Length = uniforms.outBackprop[3];\n for (var d2 = 0; d2 < d2Length; d2 = d2 + 4) {\n let wValue0 = getW(wRPerm, wCPerm, d1, d2);\n let wValue1 = getW(wRPerm, wCPerm, d1 + 1, d2);\n let wValue2 = getW(wRPerm, wCPerm, d1 + 2, d2);\n let wValue3 = getW(wRPerm, wCPerm, d1 + 3, d2);\n var xValue = getDy(batch, idyR, idyC, d2);\n let tmpval = vec4(dot(xValue, wValue0),\n dot(xValue, wValue1),\n dot(xValue, wValue2),\n dot(xValue, wValue3));\n dotProd[0] = dotProd[0] + tmpval;\n xValue = getDy(batch, idyR, idyC2, d2);\n dotProd[1] = dotProd[1] + vec4(dot(xValue, wValue0),\n dot(xValue, wValue1),\n dot(xValue, wValue2),\n dot(xValue, wValue3));\n }\n } else if (bDyCVal) {\n let d2Length = uniforms.outBackprop[3];\n for (var d2 = 0; d2 < d2Length; d2 = d2 + 4) {\n let wValue0 = getW(wRPerm, wCPerm, d1, d2);\n let wValue1 = getW(wRPerm, wCPerm, d1 + 1, d2);\n let wValue2 = getW(wRPerm, wCPerm, d1 + 2, d2);\n let wValue3 = getW(wRPerm, wCPerm, d1 + 3, d2);\n var xValue = getDy(batch, idyR, idyC, d2);\n let tmpval = vec4(dot(xValue, wValue0),\n dot(xValue, wValue1),\n dot(xValue, wValue2),\n dot(xValue, wValue3));\n dotProd[0] = dotProd[0] + tmpval;\n }\n } else if (bDyCVal2) {\n let d2Length = uniforms.outBackprop[3];\n for (var d2 = 0; d2 < d2Length; d2 = d2 + 4) {\n let wValue0 = getW(wRPerm, wCPerm, d1, d2);\n let wValue1 = getW(wRPerm, wCPerm, d1 + 1, d2);\n let wValue2 = getW(wRPerm, wCPerm, d1 + 2, d2);\n let wValue3 = getW(wRPerm, wCPerm, d1 + 3, d2);\n var xValue = getDy(batch, idyR, idyC2, d2);\n let tmpval = vec4(dot(xValue, wValue0),\n dot(xValue, wValue1),\n dot(xValue, wValue2),\n dot(xValue, wValue3));\n dotProd[1] = dotProd[1] + tmpval;\n }\n }\n }\n }\n\n for (var i = 0; i < ${this.workPerThread}; i = i + 1) {\n let coords = vec4(batch, r, c + i, d1);\n if (coordsInBounds4D(coords, uniforms.outShape)) {\n setOutputAtCoords(coords[0], coords[1], coords[2], coords[3], dotProd[i]);\n }\n }\n }\n `;return this.isVec4?`\n ${r}\n `:`\n ${b("index")} {\n if(index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let batch = coords[0];\n let d1 = coords[${n}];\n\n let dyCorner = vec2(coords[${t}], coords[${e}]) - uniforms.pads;\n let dyRCorner = dyCorner.x;\n let dyCCorner = dyCorner.y;\n\n // Convolve dy(?, ?, d2) with w(:, :, d1, d2) to compute dx(xR, xC, d1).\n // ? = to be determined. : = across all values in that axis.\n var dotProd = 0.0;\n for (var wR = 0; wR < uniforms.filterDims.x; wR = wR + 1) {\n let dyR = (f32(dyRCorner) + f32(wR)) / f32(uniforms.strides.x);\n let wRPerm = uniforms.filterDims.x - 1 - wR;\n if (dyR < 0.0 || dyR >= f32(uniforms.outBackprop[1]) || fract(dyR) > 0.0 ||\n wRPerm < 0) {\n continue;\n }\n let idyR = i32(dyR);\n\n for (var wC = 0; wC < uniforms.filterDims.y; wC = wC + 1) {\n let dyC = (f32(dyCCorner) + f32(wC)) / f32(uniforms.strides.y);\n let wCPerm = uniforms.filterDims.y - 1 - wC;\n if (dyC < 0.0 || dyC >= f32(uniforms.outBackprop[2]) ||\n fract(dyC) > 0.0 || wCPerm < 0) {\n continue;\n }\n let idyC = i32(dyC);\n\n for (var d2 = 0; d2 < uniforms.outBackprop[3]; d2 = d2 + 1) {\n let xValue = ${this.isChannelsLast?"getDy(batch, idyR, idyC, d2)":"getDy(batch, d2, idyR, idyC)"};\n let wValue = getW(wRPerm, wCPerm, d1, d2);\n dotProd = dotProd + xValue * wValue;\n }\n }\n }\n setOutputAtIndex(index, dotProd);\n }\n }\n `}}class Qr{constructor(t){this.variableNames=["x","dy"],this.uniforms="pads : vec2, strides : vec2, batchSize : i32, outHeight : i32, outWidth : i32, inHeight : i32, inWidth : i32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.filterShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.isChannelsLast="channelsLast"===t.dataFormat,this.shaderKey=`conv2DDerFilter_${this.isChannelsLast}`}getUserCode(){return`\n ${b("index")} {\n if(index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let wR = coords[0];\n let wC = coords[1];\n let d1 = coords[2];\n let d2 = coords[3];\n\n // Convolve x(?, ?, d1) with dy(:, :, d2) to get dw(wR, wC, d1, d2).\n // ? = to be determined. : = across all values in that axis.\n var dotProd = 0.0;\n for (var b = 0; b < uniforms.batchSize; b = b + 1) {\n for (var yR = 0; yR < uniforms.outHeight; yR = yR + 1) {\n let xR = wR + yR * uniforms.strides[0] - uniforms.pads[0];\n if (xR < 0 || xR >= uniforms.inHeight) {\n continue;\n }\n\n for (var yC = 0; yC < uniforms.outWidth; yC = yC + 1) {\n let xC = wC + yC * uniforms.strides[1] - uniforms.pads[1];\n\n if (xC < 0 || xC >= uniforms.inWidth) {\n continue;\n }\n\n if (${this.isChannelsLast}) {\n let dyValue = getDy(b, yR, yC, d2);\n let xValue = getX(b, xR, xC, d1);\n dotProd = dotProd + xValue * dyValue;\n } else {\n let dyValue = getDy(b, d2, yR, yC);\n let xValue = getX(b, d1, xR, xC);\n dotProd = dotProd + xValue * dyValue;\n }\n }\n }\n }\n setOutputAtIndex(index, dotProd);\n }\n }\n `}}class Jr{constructor(t){this.variableNames=["x","dy"],this.uniforms="pads : vec3, strides : vec3, batchSize : i32, outDepth : i32,\n outHeight : i32, outWidth : i32, inDepth : i32, inHeight : i32, inWidth : i32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.filterShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="conv3DDerFilter"}getUserCode(){return`\n ${b("index")} {\n if(index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let wF = coords.x;\n let wR = coords.y;\n let wC = coords.z;\n let d1 = coords.w;\n let d2 = coords.u;\n\n var dotProd = 0.0;\n for (var b = 0; b < uniforms.batchSize; b++) {\n for (var yF = 0; yF < uniforms.outDepth; yF++) {\n let xF = wF + yF * uniforms.strides[0] - uniforms.pads[0];\n if (xF < 0 || xF >= uniforms.inDepth) {\n continue;\n }\n\n for (var yR = 0; yR < uniforms.outHeight; yR++) {\n let xR = wR + yR * uniforms.strides[1] - uniforms.pads[1];\n if (xR < 0 || xR >= uniforms.inHeight) {\n continue;\n }\n\n for (var yC = 0; yC < uniforms.outWidth; yC++) {\n let xC = wC + yC * uniforms.strides[2] - uniforms.pads[2];\n if (xC < 0 || xC >= uniforms.inWidth) {\n continue;\n }\n\n let dyValue = getDy(b, yF, yR, yC, d2);\n let xValue = getX(b, xF, xR, xC, d1);\n dotProd += xValue * dyValue;\n }\n }\n }\n }\n setOutputAtIndex(index, dotProd);\n }\n }\n `}}class ti{constructor(t){this.variableNames=["dy","W"],this.uniforms="filterDims : vec3, pads : vec3, strides : vec3,\n outDepth : i32, outHeight : i32, outWidth : i32, outChannels : i32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.inShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="conv3DDerInput"}getUserCode(){return`\n ${b("index")} {\n if(index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let batch = coords.x;\n let d1 = coords.u;\n\n let dyCorner = vec3(coords.y, coords.z, coords.w) - uniforms.pads;\n let dyFCorner = dyCorner.x;\n let dyRCorner = dyCorner.y;\n let dyCCorner = dyCorner.z;\n\n var dotProd = 0.0;\n for (var wF = 0; wF < uniforms.filterDims[0]; wF++) {\n let dyF = f32(dyFCorner + wF) / f32(uniforms.strides[0]);\n if (dyF < 0.0 || dyF >= f32(uniforms.outDepth) || fract(dyF) > 0.0) {\n continue;\n }\n let idyF = i32(dyF);\n\n let wFPerm = uniforms.filterDims[0] - 1 - wF;\n\n for (var wR = 0; wR < uniforms.filterDims[1]; wR++) {\n let dyR = f32(dyRCorner + wR) / f32(uniforms.strides[1]);\n\n if (dyR < 0.0 || dyR >= f32(uniforms.outHeight) || fract(dyR) > 0.0) {\n continue;\n }\n let idyR = i32(dyR);\n\n let wRPerm = uniforms.filterDims[1] - 1 - wR;\n\n for (var wC = 0; wC < uniforms.filterDims[2]; wC++) {\n let dyC = f32(dyCCorner + wC) / f32(uniforms.strides[2]);\n\n if (dyC < 0.0 || dyC >= f32(uniforms.outWidth) || fract(dyC) > 0.0) {\n continue;\n }\n let idyC = i32(dyC);\n\n let wCPerm = uniforms.filterDims[2] - 1 - wC;\n\n for (var d2 = 0; d2 < uniforms.outChannels; d2++) {\n let xValue = getDy(batch, idyF, idyR, idyC, d2);\n let wValue = getW(wFPerm, wRPerm, wCPerm, d1, d2);\n dotProd += xValue * wValue;\n }\n }\n }\n }\n setOutputAtIndex(index, dotProd);\n }\n }\n `}}const ei={kernelName:i.Conv2DBackpropFilter,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,dy:a}=e,{strides:s,pad:u,dataFormat:l,dimRoundingMode:c,filterShape:h}=r,d=i.backend_util.convertConv2DDataFormat(l),f=i.backend_util.computeConv2DInfo(o.shape,h,s,1,u,c,!1,d),p=new Qr(f),m=[{type:"int32",data:[f.padInfo.top,f.padInfo.left]},{type:"int32",data:[f.strideHeight,f.strideWidth]},{type:"int32",data:[f.batchSize]},{type:"int32",data:[f.outHeight]},{type:"int32",data:[f.outWidth]},{type:"int32",data:[f.inHeight]},{type:"int32",data:[f.inWidth]}];return n.runWebGPUProgram(p,[o,a],o.dtype,m)}};class ni{constructor(t){this.variableNames=["x","W"],this.uniforms="filterDims : vec2, pads : vec2, strides : vec2, outBackprop : vec4, dimAOuter : i32, dimBOuter : i32, dimInner : i32,",this.outputShape=t.inShape,i.util.assert("channelsLast"===t.dataFormat,(()=>"TODO: NCHW is unimplemented")),this.isVec4=t.inChannels%4==0&&t.outChannels%4==0,this.dispatchLayout={x:[3],y:[1,2],z:[0]},this.workgroupSize=P(this.dispatchLayout,this.outputShape,this.isVec4),this.elementsPerThread=O(this.dispatchLayout,this.outputShape,this.isVec4),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize,this.elementsPerThread),this.isVec4&&(this.outputComponent=4,this.variableComponents=[4,1]),this.shaderKey=`conv2DDerInputMM_${this.isVec4}_${this.elementsPerThread}`}getUserCode(){const t=this.isVec4?me(this.elementsPerThread,this.workgroupSize):ve(this.elementsPerThread,this.workgroupSize);return`\n ${ +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t=4){const e=`if (row < uniforms.dimAOuter && col < uniforms.dimInner) {\n \n let outRow = row / uniforms.outShape[2];\n let outCol = row % uniforms.outShape[2];\n\n let WRow = col / (uniforms.filterDims[1] * uniforms.outBackprop[3]);\n let WCol = col / uniforms.outBackprop[3] % uniforms.filterDims[1];\n let xR = f32(outRow - uniforms.pads[0] + WRow) / f32(uniforms.strides[0]);\n let xC = f32(outCol - uniforms.pads[1] + WCol) / f32(uniforms.strides[1]);\n if (xR < 0.0 || xR >= f32(uniforms.outBackprop[1]) || fract(xR) > 0.0) {\n return ${g(t)}(0.0);\n }\n if (xC < 0.0 || xC >= f32(uniforms.outBackprop[2]) || fract(xC) > 0.0) {\n return ${g(t)}(0.0);\n }\n let coord = vec4(\n batch,\n i32(xR),\n i32(xC),\n col % uniforms.outBackprop[3]);\n return x[getIndexFromCoords4D(coord, uniforms.xShape)/${t}];\n }\n return ${g(t)}(0.0);`;return`\n fn mm_readA(batch: i32, row : i32, col : i32) -> ${g(t)} {\n ${e}\n }\n\n fn mm_readB(batch: i32, row : i32, col : i32) -> ${g(t)} {\n let coordX = uniforms.filterDims.x - 1 -\n row / (uniforms.filterDims[1] * uniforms.outBackprop[3]);\n let coordY = uniforms.filterDims.y - 1 -\n (row / uniforms.outBackprop[3]) % uniforms.filterDims[1];\n if (row < uniforms.dimInner && col < uniforms.dimBOuter &&\n coordX >= 0 && coordY >= 0) {\n let rowInner = row % uniforms.outBackprop[3];\n let coord = vec4(coordX, coordY, col, rowInner);\n ${(t=>{switch(t){case 1:return"return W[getIndexFromCoords4D(coord, uniforms.wShape)];";case 4:return"\n let coord1 = vec4(coordX, coordY, col + 1, rowInner);\n let coord2 = vec4(coordX, coordY, col + 2, rowInner);\n let coord3 = vec4(coordX, coordY, col + 3, rowInner);\n let v0 = W[getIndexFromCoords4D(coord, uniforms.wShape)];\n let v1 = W[getIndexFromCoords4D(coord1, uniforms.wShape)];\n let v2 = W[getIndexFromCoords4D(coord2, uniforms.wShape)];\n let v3 = W[getIndexFromCoords4D(coord3, uniforms.wShape)];\n return vec4(v0, v1, v2, v3);\n ";default:throw new Error(`innerElementSize ${t} is not supported.`)}})(t)}\n }\n return ${g(t)}(0.0);\n }\n\n fn mm_write(batch: i32, row : i32, col : i32, valueInput : ${g(t)}) {\n if (row < uniforms.dimAOuter && col < uniforms.dimBOuter) {\n var value = valueInput;\n let outCoord = vec4(\n batch,\n row / uniforms.outShape[2],\n row % uniforms.outShape[2],\n col);\n result[getIndexFromCoords4D(outCoord, uniforms.outShape)/${t}] = value;\n }\n }`}(this.isVec4?4:1)}\n ${t}\n `}}const ri={kernelName:i.Conv2DBackpropInput,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{dy:o,filter:a}=e,{inputShape:s,strides:u,pad:l,dataFormat:c,dimRoundingMode:h}=r,d=i.backend_util.convertConv2DDataFormat(c),f=i.backend_util.computeConv2DInfo(s,a.shape,u,1,l,h,!1,d),p=[{type:"int32",data:[f.filterHeight,f.filterWidth]},{type:"int32",data:[f.filterHeight-1-f.padInfo.top,f.filterWidth-1-f.padInfo.left]},{type:"int32",data:[f.strideHeight,f.strideWidth]},{type:"int32",data:[f.batchSize,f.outHeight,f.outWidth,f.outChannels]}];let m;if((0,i.env)().getBool("WEBGPU_USE_NAIVE_CONV2D_TRANSPOSE")||"channelsLast"!==f.dataFormat)m=new Zr(f);else{m=new ni(f);const t=f.inHeight*f.inWidth,e=f.inChannels,n=f.filterHeight*f.filterWidth*f.outChannels;p.push({type:"uint32",data:[t]},{type:"uint32",data:[e]},{type:"uint32",data:[n]})}return n.runWebGPUProgram(m,[o,a],"float32",p)}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class ii{constructor(t){this.variableNames=["x","W"],this.uniforms="filterDims: vec3, pads: vec3, strides: vec3, dilations: vec3,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.outShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="conv3dnaive"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getOutputCoords();\n let batch = coords.x;\n let d2 = coords.u;\n\n let xFRCCorner = vec3(coords.y, coords.z, coords.w) * uniforms.strides - uniforms.pads;\n let xFCorner = xFRCCorner.x;\n let xRCorner = xFRCCorner.y;\n let xCCorner = xFRCCorner.z;\n\n let inputDepthNearestVec4 = (uniforms.xShape.u / 4) * 4;\n let inputDepthVec4Remainder = uniforms.xShape.u % 4;\n\n var dotProd = 0.0;\n for (var wF = 0; wF < uniforms.filterDims[0]; wF++) {\n let xF = xFCorner + wF * uniforms.dilations[0];\n if (xF < 0 || xF >= uniforms.xShape.y) {\n continue;\n }\n\n for (var wR = 0; wR < uniforms.filterDims[1]; wR++) {\n let xR = xRCorner + wR * uniforms.dilations[1];\n if (xR < 0 || xR >= uniforms.xShape.z) {\n continue;\n }\n\n for (var wC = 0; wC < uniforms.filterDims[2]; wC++) {\n let xC = xCCorner + wC * uniforms.dilations[2];\n if (xC < 0 || xC >= uniforms.xShape.w) {\n continue;\n }\n\n for (var d1 = 0; d1 < inputDepthNearestVec4; d1 += 4) {\n let xValues = vec4(\n getX(batch, xF, xR, xC, d1),\n getX(batch, xF, xR, xC, d1 + 1),\n getX(batch, xF, xR, xC, d1 + 2),\n getX(batch, xF, xR, xC, d1 + 3)\n );\n let wValues = vec4(\n getW(wF, wR, wC, d1, d2),\n getW(wF, wR, wC, d1 + 1, d2),\n getW(wF, wR, wC, d1 + 2, d2),\n getW(wF, wR, wC, d1 + 3, d2)\n );\n\n dotProd += dot(xValues, wValues);\n }\n\n if (inputDepthVec4Remainder == 1) {\n dotProd += getX(batch, xF, xR, xC, inputDepthNearestVec4) *\n getW(wF, wR, wC, inputDepthNearestVec4, d2);\n } else if (inputDepthVec4Remainder == 2) {\n let xValues = vec2(\n getX(batch, xF, xR, xC, inputDepthNearestVec4),\n getX(batch, xF, xR, xC, inputDepthNearestVec4 + 1)\n );\n let wValues = vec2(\n getW(wF, wR, wC, inputDepthNearestVec4, d2),\n getW(wF, wR, wC, inputDepthNearestVec4 + 1, d2)\n );\n dotProd += dot(xValues, wValues);\n } else if (inputDepthVec4Remainder == 3) {\n let xValues = vec3(\n getX(batch, xF, xR, xC, inputDepthNearestVec4),\n getX(batch, xF, xR, xC, inputDepthNearestVec4 + 1),\n getX(batch, xF, xR, xC, inputDepthNearestVec4 + 2)\n );\n let wValues = vec3(\n getW(wF, wR, wC, inputDepthNearestVec4, d2),\n getW(wF, wR, wC, inputDepthNearestVec4 + 1, d2),\n getW(wF, wR, wC, inputDepthNearestVec4 + 2, d2)\n );\n dotProd += dot(xValues, wValues);\n }\n }\n }\n }\n setOutputAtIndex(index, dotProd);\n }\n }`}}const oi={kernelName:i.Conv3D,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,filter:a}=e,{strides:s,pad:u,dilations:l}=r,c=i.backend_util.computeConv3DInfo(o.shape,a.shape,s,l,u),h=[c.padInfo.front,c.padInfo.top,c.padInfo.left],d=[{type:"int32",data:[c.filterDepth,c.filterHeight,c.filterWidth]},{type:"int32",data:[...h]},{type:"int32",data:[c.strideDepth,c.strideHeight,c.strideWidth]},{type:"int32",data:[c.dilationDepth,c.dilationHeight,c.dilationWidth]}],f=new ii(c),p=(0,i.upcastType)(o.dtype,a.dtype);return n.runWebGPUProgram(f,[o,a],p,d)}};const ai={kernelName:i.Conv3DBackpropFilterV2,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,dy:a}=e,{strides:s,pad:u,filterShape:l}=r,c=i.backend_util.computeConv3DInfo(o.shape,l,s,1,u),h=new Jr(c),d=[{type:"int32",data:[c.padInfo.front,c.padInfo.top,c.padInfo.left]},{type:"int32",data:[c.strideDepth,c.strideHeight,c.strideWidth]},{type:"int32",data:[c.batchSize]},{type:"int32",data:[c.outDepth]},{type:"int32",data:[c.outHeight]},{type:"int32",data:[c.outWidth]},{type:"int32",data:[c.inDepth]},{type:"int32",data:[c.inHeight]},{type:"int32",data:[c.inWidth]}];return n.runWebGPUProgram(h,[o,a],a.dtype,d)}};const si={kernelName:i.Conv3DBackpropInputV2,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{dy:o,filter:a}=e,{strides:s,pad:u,inputShape:l}=r,c=i.backend_util.computeConv3DInfo(l,a.shape,s,1,u),h=new ti(c),d=[{type:"int32",data:[c.filterDepth,c.filterHeight,c.filterWidth]},{type:"int32",data:[c.filterDepth-1-c.padInfo.front,c.filterHeight-1-c.padInfo.top,c.filterWidth-1-c.padInfo.left]},{type:"int32",data:[c.strideDepth,c.strideHeight,c.strideWidth]},{type:"int32",data:[c.outDepth]},{type:"int32",data:[c.outHeight]},{type:"int32",data:[c.outWidth]},{type:"int32",data:[c.outChannels]}];return n.runWebGPUProgram(h,[o,a],o.dtype,d)}},ui=ze({opType:yt.COS}),li={kernelName:i.Cos,backendName:"webgpu",kernelFunc:ui},ci=ze({opType:yt.COSH}),hi={kernelName:i.Cosh,backendName:"webgpu",kernelFunc:ci}; +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class di{constructor(t,e,n,r){this.variableNames=["Image","Boxes","BoxInd"],this.uniforms="extrapolationValue : f32,",this.workgroupSize=[64,1,1],this.size=!0;const[i]=e;this.outputShape=[i,n[0],n[1],t],this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.methodId="bilinear"===r?1:0,this.cropHeightBiggerThan1=this.outputShape[1]>1,this.cropWidthBiggerThan1=this.outputShape[2]>1,this.shaderKey=`cropAndResize_${this.methodId}_${this.cropHeightBiggerThan1}_${this.cropWidthBiggerThan1}`}getUserCode(){const[t,e]=["f32(uniforms.imageShape[1] - 1)","f32(uniforms.imageShape[2] - 1)"],[n,r,i]=this.cropHeightBiggerThan1?[`(${t} / f32(uniforms.outShape[1] - 1))`,"(y2-y1) * height_ratio",`y1*${t} + f32(y)*(height_scale)`]:["0.0","0.0",`0.5 * (y1+y2) * ${t}`],[o,a,s]=this.cropWidthBiggerThan1?[`(${e} / f32(uniforms.outShape[2] - 1))`,"(x2-x1) * width_ratio",`x1*${e} + f32(x)*(width_scale)`]:["0.0","0.0",`0.5 * (x1+x2) * ${e}`];return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let height_ratio = f32(${n});\n let width_ratio = f32(${o});\n let b = coords[0];\n let y = coords[1];\n let x = coords[2];\n let d = coords[3];\n // get box vals\n let y1 = getBoxes(b, 0);\n let x1 = getBoxes(b, 1);\n let y2 = getBoxes(b, 2);\n let x2 = getBoxes(b, 3);\n // get image in batch index\n let bInd = i32(round(getBoxInd(b)));\n if(bInd < 0 || bInd >= uniforms.outShape[0]) {\n return;\n }\n let height_scale = ${r};\n let width_scale = ${a};\n let in_y = ${i};\n if( in_y < 0.0 || in_y > ${t} ) {\n setOutputAtIndex(index, uniforms.extrapolationValue);\n return;\n }\n let in_x = ${s};\n if( in_x < 0.0 || in_x > ${e} ) {\n setOutputAtIndex(index, uniforms.extrapolationValue);\n return;\n }\n let sourceFracIndexCR = vec2(in_x,in_y);\n if(${this.methodId} == 1) {\n // Compute the four integer indices.\n let sourceFloorCR = vec2(sourceFracIndexCR);\n let sourceCeilCR = vec2(ceil(sourceFracIndexCR));\n let topLeft = getImage(bInd, sourceFloorCR.y, sourceFloorCR.x, d);\n let bottomLeft = getImage(bInd, sourceCeilCR.y, sourceFloorCR.x, d);\n let topRight = getImage(bInd, sourceFloorCR.y, sourceCeilCR.x, d);\n let bottomRight = getImage(bInd, sourceCeilCR.y, sourceCeilCR.x, d);\n let fracCR = sourceFracIndexCR - vec2(sourceFloorCR);\n let top = topLeft + (topRight - topLeft) * fracCR.x;\n let bottom = bottomLeft + (bottomRight - bottomLeft) * fracCR.x;\n let newValue = top + (bottom - top) * fracCR.y;\n setOutputAtIndex(index, newValue);\n } else {\n // Compute the coordinators of nearest neighbor point.\n let sourceNearestCR = vec2(floor(\n sourceFracIndexCR + vec2(0.5,0.5)));\n let newValue = getImage(\n bInd, sourceNearestCR.y, sourceNearestCR.x, d);\n setOutputAtIndex(index, newValue);\n }\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const fi={kernelName:i.CropAndResize,backendName:"webgpu",kernelFunc:t=>{const{inputs:e,backend:n,attrs:r}=t,{image:i,boxes:o,boxInd:a}=e,{cropSize:s,method:u,extrapolationValue:l}=r,c=new di(i.shape[3],o.shape,s,u),h=[{type:"float32",data:[l]}];return n.runWebGPUProgram(c,[i,o,a],"float32",h)}}; +/** + * @license + * Copyright 2022 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +var pi;!function(t){t.Prod="*",t.Sum="+"}(pi||(pi={}));class mi{constructor(t,e,n,r){this.variableNames=["x"],this.uniforms="index : f32,",this.size=!0,this.workgroupSize=[128,1,1],this.outputShape=e,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.exclusive=n,this.reverse=r,this.op=t,this.shaderKey=`cum_${this.op}_${this.exclusive}_${this.reverse}`}getUserCode(){const t=this.outputShape.length,e=this.op===pi.Prod?"1.0":"0.0",n=this.exclusive?e:`getX(${gi(t,"coords",this.op)})`,r=this.outputShape[this.outputShape.length-1];let i="",o="";return this.exclusive?(i=this.reverse?"end != "+(r-1):"end != 0",o=this.reverse?"end + 1":"end - 1"):(i=this.reverse?`end + pow2 < ${r}`:"end >= pow2",o=this.reverse?"end + pow2":"end - pow2"),`\n ${b("index")} {\n if (index < uniforms.size) {\n var coords = getCoordsFromIndex(index);\n\n let end = ${vi(t,"coords",this.op)};\n var val = ${n};\n let pow2 = i32(pow(2.0, uniforms.index));\n if (${i}) {\n let idx = ${o};\n ${vi(t,"coords",this.op)} = idx;\n val ${this.op}= getX(${gi(t,"coords",this.op)});\n }\n setOutputAtIndex(index, val);\n }\n }\n `}}function gi(t,e,n){if(1===t)return`${e}`;if(2===t)return`${e}.x, ${e}.y`;if(3===t)return`${e}.x, ${e}.y, ${e}.z`;if(4===t)return`${e}.x, ${e}.y, ${e}.z, ${e}.w`;throw Error(`Cumulative ${n} for rank ${t} is not yet supported`)}function vi(t,e,n){if(1===t)return`${e}`;if(2===t)return`${e}.y`;if(3===t)return`${e}.z`;if(4===t)return`${e}.w`;throw Error(`Cumulative ${n} for rank ${t} is not yet supported`)} +/** + * @license + * Copyright 2022 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function yi(t,e,n,r,o,a){const s=e.shape.length,u=i.backend_util.getAxesPermutation([r],s);let l=e;null!=u&&(l=Rn({inputs:{x:e},backend:n,attrs:{perm:u}}));const c=i.backend_util.getInnerMostAxes(1,s)[0];if(c!==s-1)throw new Error(`WebGPU cumprod shader expects an inner-most axis=${e.shape.length-1} but got axis=${r}`);const h=l.shape[c];let d=Pe({inputs:{x:l},backend:n});for(let e=0;e<=Math.ceil(Math.log2(h))-1;e++){const r=new mi(t,l.shape,!1,a),i=d,o=[{type:"float32",data:[e]}];d=n.runWebGPUProgram(r,[d],d.dtype,o),n.disposeData(i.dataId)}if(o){const e=new mi(t,l.shape,o,a),r=d,i=[{type:"float32",data:[0]}];d=n.runWebGPUProgram(e,[d],d.dtype,i),n.disposeData(r.dataId)}if(null!=u){const t=Rn({inputs:{x:d},backend:n,attrs:{perm:i.backend_util.getUndoAxesPermutation(u)}});return n.disposeData(d.dataId),n.disposeData(l.dataId),t}return d}const bi={kernelName:i.Cumprod,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{axis:o,exclusive:a,reverse:s}=r;return yi(pi.Prod,i,n,o,a,s)}};const xi={kernelName:i.Cumsum,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{axis:o,exclusive:a,reverse:s}=r;return yi(pi.Sum,i,n,o,a,s)}};const wi={kernelName:i.DenseBincount,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,weights:a}=e,{size:s,binaryOutput:u}=r,l=1===o.shape.length,c=i.util.sizeFromShape(a.shape)>0,h=a.dtype,d=l?[o.shape[0]]:[o.shape[0],o.shape[1]],f=Ee({backend:n,attrs:{shape:l?[s]:[o.shape[0],s],value:0,dtype:h}}),p=new _r(d,c,u),m=[{type:"int32",data:[s]}],g=c?[o,a]:[o];return n.runWebGPUProgram(p,g,h,m,f)}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class _i{constructor(t,e){this.variableNames=["x"],this.workgroupSize=[64,1,1],this.size=!0,this.uniforms="blockSize : i32,",this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey=`depthToSpace_${e}`,this.dataFormat=e}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let b = coords[0];\n let h = ${this.getHeightCoordString()};\n let w = ${this.getWidthCoordString()};\n let d = ${this.getDepthCoordString()};\n\n let in_h = h / uniforms.blockSize;\n let offset_h = h % uniforms.blockSize;\n let in_w = w / uniforms.blockSize;\n let offset_w = w % uniforms.blockSize;\n let offset_d = (offset_h * uniforms.blockSize + offset_w) *\n ${this.getOutputDepthSize()};\n let in_d = d + offset_d;\n\n let rlt = ${this.getInputSamplingString()};\n setOutputAtIndex(index, rlt);\n }\n }`}getHeightCoordString(){return"NHWC"===this.dataFormat?"coords[1]":"coords[2]"}getWidthCoordString(){return"NHWC"===this.dataFormat?"coords[2]":"coords[3]"}getDepthCoordString(){return"NHWC"===this.dataFormat?"coords[3]":"coords[1]"}getOutputDepthSize(){return"NHWC"===this.dataFormat?"uniforms.outShape[3]":"uniforms.outShape[1]"}getInputSamplingString(){return"NHWC"===this.dataFormat?"getX(b, in_h, in_w, in_d)":"getX(b, in_d, in_h, in_w)"}}const Si={kernelName:i.DepthToSpace,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{blockSize:o,dataFormat:a}=r,s=i.shape[0],u=("NHWC"===a?i.shape[1]:i.shape[2])*o,l=("NHWC"===a?i.shape[2]:i.shape[3])*o,c=("NHWC"===a?i.shape[3]:i.shape[1])/(o*o),h=[{type:"int32",data:[o]}],d=new _i("NHWC"===a?[s,u,l,c]:[s,c,u,l],a);return n.runWebGPUProgram(d,[i],i.dtype,h)}}; +/** + * @license + * Copyright 2022 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Ei{constructor(t,e,n,r=!1,i=null,o=!1){this.variableNames=["x","W"],this.uniforms="pads : vec2, inDims : vec2,",this.workgroupSize=[16,16,1],this.outputShape=t,this.dispatchLayout={x:[3],y:[2],z:[0,1]},this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),r&&this.variableNames.push("bias"),o&&this.variableNames.push("preluActivationWeights"),this.addBias=r,this.activation=i,this.hasPreluActivation=o,this.filterHeight=e,this.filterWidth=n,this.shaderKey=`depthwiseNCHW_${this.activation}_${this.filterHeight}_${this.filterWidth}`}getUserCode(){const t=this.filterWidth*this.filterHeight,e=this.workgroupSize[0]*this.workgroupSize[1]*this.workgroupSize[2],n=this.workgroupSize[1]+this.filterHeight-1,r=this.workgroupSize[0]+this.filterWidth-1;return`\n ${he(this.activation,this.hasPreluActivation,!1,4)}\n\n var mm_Asub : array, ${n}>;\n var mm_Bsub : array, ${this.filterHeight}>;\n fn readX(batch : i32, channel : i32, row : i32, col : i32) -> f32 {\n var value = 0.0;\n if (row >=0 && row < uniforms.inDims[0] && col >=0 && col < uniforms.inDims[1])\n {\n value = getX(batch, channel, row, col);\n }\n return value;\n }\n\n ${b()} {\n let coords = getOutputCoords();\n let batch = coords[0];\n let xRCCorner = vec2(coords.zw) - uniforms.pads;\n let channelMul = uniforms.wShape[3];\n let d1 = coords[1] / channelMul;\n let q = coords[1] % channelMul;\n\n let inputRowStart = xRCCorner.x;\n let inputColStart = xRCCorner.y;\n\n let localRow = i32(localId.y);\n let localCol = i32(localId.x);\n\n // Load one tile of X into local memory.\n for (var inputRow = localRow; inputRow < ${n}; inputRow = inputRow + ${this.workgroupSize[1]}) {\n for (var inputCol = localCol; inputCol < ${r}; inputCol = inputCol + ${this.workgroupSize[0]}) {\n let rowOffset = inputRow - localRow;\n let colOffset = inputCol - localCol;\n mm_Asub[inputRow][inputCol] = readX(batch, d1, inputRowStart + rowOffset, inputColStart + colOffset);\n }\n }\n\n // Load one tile of W into local memory.\n var wIndex = i32(localIndex);\n ${t, inDims : vec2, virtualWidth : i32,",this.workgroupSize=[64,1,1],this.workPerThread=4,this.outputComponent=4,this.outputShape=t.outShape,this.virtualWidth=Math.ceil(this.outputShape[2]/this.workPerThread)*this.workPerThread;const o=[this.outputShape[0],this.outputShape[1],this.virtualWidth,this.outputShape[3]];this.dispatchLayout=L(o),this.dispatch=I(this.dispatchLayout,o,this.workgroupSize,[this.outputComponent*this.workPerThread,1,1]),i.util.assert("channelsLast"===t.dataFormat,(()=>"TODO: NCHW is unimplemented")),e&&this.variableNames.push("bias"),r&&this.variableNames.push("preluActivationWeights"),this.convInfo=t,this.addBias=e,this.activation=n,this.hasPreluActivation=r,this.shaderKey=`depthwiseVec4_${n}_${this.convInfo.filterHeight}_${this.convInfo.filterWidth}_${this.convInfo.strideHeight}_${this.convInfo.strideWidth}_${this.workPerThread}`}getUserCode(){const t=(this.workPerThread-1)*this.convInfo.strideWidth+this.convInfo.filterWidth,e=this.convInfo.strideHeight,n=this.convInfo.strideWidth;return`\n ${he(this.activation,this.hasPreluActivation,!0,4)}\n fn readX(batch : i32, row : i32, col : i32, channel : i32) -> vec4 {\n var value = vec4(0.0);\n if (col >=0 && col < uniforms.inDims[1]) {\n value = getX(batch, row, col, channel);\n }\n return value;\n }\n\n ${b("index")} {\n let width0 = uniforms.outShape[3] / ${this.outputComponent};\n let d1 = (index % width0) * ${this.outputComponent};\n var index1 = index / width0;\n let width1 = uniforms.virtualWidth / ${this.workPerThread};\n let c = (index1 % width1) * ${this.workPerThread};\n index1 = index1 / width1;\n let r = index1 % uniforms.outShape[1];\n let batch = index1 / uniforms.outShape[1];\n\n let xRCCorner = vec2(r, c) * vec2(${e}, ${n}) - uniforms.pads;\n\n let xRCorner = xRCCorner.x;\n let xCCorner = xRCCorner.y;\n var xVals : array, ${t}>;\n var dotProd : array, ${this.workPerThread}>;\n for (var i = 0; i < ${this.workPerThread}; i++) {\n dotProd[i] = vec4(0.0);\n }\n\n // Use constant instead of uniform can give better performance.\n for (var wR = 0; wR < ${this.convInfo.filterHeight}; wR = wR + 1) {\n let xR = xRCorner + wR;\n if (xR >=0 && xR < uniforms.inDims[0]) {\n for (var i = 0; i < ${t}; i++) {\n xVals[i] = readX(batch, xR, xCCorner + i, d1);\n }\n for (var wC = 0; wC < ${this.convInfo.filterWidth}; wC = wC + 1) {\n let wValue = getW(wR, wC, d1, 0);\n for (var i = 0; i < ${this.workPerThread}; i++) {\n dotProd[i] = fma(xVals[i * ${n} + wC], wValue, dotProd[i]);\n }\n }\n }\n }\n\n for (var i = 0; i < ${this.workPerThread}; i = i + 1) {\n let coords = vec4(batch, r, c + i, d1);\n if (coordsInBounds4D(coords, uniforms.outShape)) {\n var value = dotProd[i];\n ${de(this.addBias,this.activation)}\n setOutputAtCoords(coords[0], coords[1], coords[2], coords[3], value);\n }\n }\n }\n `}} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Ai{constructor(t,e=!1,n=null,r=!1){this.variableNames=["x","W"],this.uniforms="pads : vec2, inDims : vec2, filterHeight : i32,\n filterWidth : i32, strides : vec2, dilations : vec2,",this.workgroupSize=[256,1,1],this.size=!0,this.outputShape=t.outShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.isChannelsLast="channelsLast"===t.dataFormat,e&&this.variableNames.push("bias"),r&&this.variableNames.push("preluActivationWeights"),this.convInfo=t,this.addBias=e,this.activation=n,this.hasPreluActivation=r,this.shaderKey=`depthwise_${this.activation}_${this.isChannelsLast}`}getUserCode(){const t=this.isChannelsLast?"getX(batch, xR, xC, d1);":"getX(batch, d1, xR, xC);";return`\n ${he(this.activation,this.hasPreluActivation,!1,4)}\n\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getOutputCoords();\n let batch = coords[0];\n let xRCCorner = vec2(coords.${this.isChannelsLast?"yz":"zw"}) * uniforms.strides - uniforms.pads;\n let d2 = coords[${this.isChannelsLast?3:1}];\n let channelMul = uniforms.wShape[3];\n let d1 = d2 / channelMul;\n let q = d2 % channelMul;\n\n let inputRowStart = xRCCorner.x;\n let inputColStart = xRCCorner.y;\n let inputRowEnd = inputRowStart + uniforms.filterHeight *\n uniforms.dilations[0];\n let inputColEnd = inputColStart + uniforms.filterWidth *\n uniforms.dilations[1];\n\n // Convolve x(?, ?, d1)|x(d1, ?, ?) with w(:, :, d1, q) to get\n // y(yR, yC, d2)|y(d2, yR, yC). ? = to be determined. : = across all\n // values in that axis. x(?, ?, d1) and y(yR, yC, d2) is for NHWC.\n // x(d1, ?, ?) and y(d2, yR, yC) is for NCHW.\n var value = 0.0;\n\n // Extract if checking out of for loop for performance.\n if (inputRowStart >= 0 && inputColStart >= 0 &&\n inputRowEnd < uniforms.inDims[0] &&\n inputColEnd < uniforms.inDims[1]) {\n for (var wR = 0; wR < uniforms.filterHeight; wR = wR + 1) {\n let xR = inputRowStart + wR * uniforms.dilations[0];\n\n for (var wC = 0; wC < uniforms.filterWidth; wC = wC + 1) {\n let xC = inputColStart + wC * uniforms.dilations[1];\n\n let xVal = ${t};\n let wVal = getW(wR, wC, d1, q);\n value = value + xVal * wVal;\n }\n }\n } else {\n for (var wR = 0; wR < uniforms.filterHeight; wR = wR + 1) {\n let xR = inputRowStart + wR * uniforms.dilations[0];\n\n if (xR < 0 || xR >= uniforms.inDims[0]) {\n continue;\n }\n\n for (var wC = 0; wC < uniforms.filterWidth; wC = wC + 1) {\n let xC = inputColStart + wC * uniforms.dilations[1];\n\n if (xC < 0 || xC >= uniforms.inDims[1]) {\n continue;\n }\n\n let xVal = ${t};\n let wVal = getW(wR, wC, d1, q);\n value = value + xVal * wVal;\n }\n }\n }\n ${de(this.addBias,this.activation)}\n setOutputAtCoords(coords[0], coords[1], coords[2], coords[3], value);\n }\n }\n `}}const Ci={kernelName:i.DepthwiseConv2dNative,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,filter:a}=e,{strides:s,pad:u,dataFormat:l,dilations:c,dimRoundingMode:h}=r,d=i.backend_util.convertConv2DDataFormat(l);let f=c;null==f&&(f=[1,1]);const p=i.backend_util.computeConv2DInfo(o.shape,a.shape,s,f,u,h,!0,d),m=[{type:"int32",data:[p.padInfo.top,p.padInfo.left]},{type:"int32",data:[p.inHeight,p.inWidth]}],g="channelsLast"===p.dataFormat;let v;return!g&&p.inHeight>16&&p.inWidth>16&&1===p.strideHeight&&1===p.strideWidth&&1===p.dilationWidth&&1===p.dilationHeight&&p.inChannels===p.outChannels?v=new Ei(p.outShape,p.filterHeight,p.filterWidth):g&&p.outHeight>4&&p.outWidth>4&&p.strideWidth<=2&&p.inChannels===p.outChannels&&1===p.dilationHeight&&1===p.dilationWidth&&p.inChannels%4==0?(v=new Mi(p),m.push({type:"int32",data:[v.virtualWidth]})):(v=new Ai(p),m.push({type:"int32",data:[p.filterHeight]},{type:"int32",data:[p.filterWidth]},{type:"int32",data:[p.strideHeight,p.strideWidth]},{type:"int32",data:[p.dilationHeight,p.dilationWidth]})),n.runWebGPUProgram(v,[o,a],o.dtype,m)}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Ti{constructor(t){this.variableNames=["x","dy"],this.uniforms="strides : vec2, pads : vec2, filterDims : vec2, outHeight : i32,\n outWidth : i32, inHeight : i32, inWidth : i32, batchSize : i32, channelMul : i32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.filterShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="depthwise_conv2d_backprop_filter"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let wR = coords[0];\n let wC = coords[1];\n let d1 = coords[2];\n let dm = coords[3];\n let d2 = d1 * uniforms.channelMul + dm;\n\n var dotProd = 0.0;\n for (var b = 0; b < uniforms.batchSize; b++) {\n for (var yR = 0; yR < uniforms.outHeight; yR++) {\n let xR = wR + yR * uniforms.strides[0] - uniforms.pads[0];\n\n if (xR < 0 || xR >= uniforms.inHeight) {\n continue;\n }\n\n for (var yC = 0; yC < uniforms.outWidth; yC++) {\n let xC = wC + yC * uniforms.strides[1] - uniforms.pads[1];\n\n if (xC < 0 || xC >= uniforms.inWidth) {\n continue;\n }\n\n let dyValue = getDy(b, yR, yC, d2);\n let xValue = getX(b, xR, xC, d1);\n dotProd += xValue * dyValue;\n }\n }\n }\n setOutputAtIndex(index, dotProd);\n }\n }\n `}}class ki{constructor(t){this.variableNames=["dy","W"],this.uniforms="strides : vec2, pads : vec2, filterDims : vec2,\n outHeight : i32, outWidth : i32, channelMul : i32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.inShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="depthwise_conv2d_backprop_input"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let batch = coords[0];\n let d1 = coords[3];\n let dyCorner = coords.yz - uniforms.pads;\n let dyRCorner = dyCorner.x;\n let dyCCorner = dyCorner.y;\n\n var dotProd = 0.0;\n for (var wR = 0; wR < uniforms.filterDims[0]; wR++) {\n let dyR = f32(dyRCorner + wR) / f32(uniforms.strides[0]);\n\n if (dyR < 0.0 || dyR >= f32(uniforms.outHeight) || fract(dyR) > 0.0) {\n continue;\n }\n\n let idyR = i32(dyR);\n let wRPerm = uniforms.filterDims[0] - 1 - wR;\n\n for (var wC = 0; wC < uniforms.filterDims[1]; wC++) {\n let dyC = f32(dyCCorner + wC) / f32(uniforms.strides[1]);\n\n if (dyC < 0.0 || dyC >= f32(uniforms.outWidth) || fract(dyC) > 0.0) {\n continue;\n }\n\n let idyC = i32(dyC);\n let wCPerm = uniforms.filterDims[1] - 1 - wC;\n\n for (var dm = 0; dm < uniforms.channelMul; dm++) {\n let d2 = d1 * uniforms.channelMul + dm;\n let xValue = getDy(batch, idyR, idyC, d2);\n let wValue = getW(wRPerm, wCPerm, d1, dm);\n dotProd += xValue * wValue;\n }\n }\n }\n setOutputAtIndex(index, dotProd);\n }\n }\n `}}const Ii={kernelName:i.DepthwiseConv2dNativeBackpropFilter,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,dy:a}=e,{strides:s,dilations:u,pad:l,dimRoundingMode:c,filterShape:h}=r,d=i.backend_util.computeConv2DInfo(o.shape,h,s,u,l,c,!0),f=new Ti(d),p=[{type:"int32",data:[d.strideHeight,d.strideWidth]},{type:"int32",data:[d.padInfo.top,d.padInfo.left]},{type:"int32",data:[d.filterHeight,d.filterWidth]},{type:"int32",data:[d.outHeight]},{type:"int32",data:[d.outWidth]},{type:"int32",data:[d.inHeight]},{type:"int32",data:[d.inWidth]},{type:"int32",data:[d.batchSize]},{type:"int32",data:[d.outChannels/d.inChannels]}];return n.runWebGPUProgram(f,[o,a],"float32",p)}};const Ni={kernelName:i.DepthwiseConv2dNativeBackpropInput,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{dy:o,filter:a}=e,{strides:s,dilations:u,pad:l,dimRoundingMode:c,inputShape:h}=r,d=i.backend_util.computeConv2DInfo(h,a.shape,s,u,l,c,!0),f=new ki(d),p=[{type:"int32",data:[d.strideHeight,d.strideWidth]},{type:"int32",data:[d.filterHeight-1-d.padInfo.top,d.filterWidth-1-d.padInfo.left]},{type:"int32",data:[d.filterHeight,d.filterWidth]},{type:"int32",data:[d.outHeight]},{type:"int32",data:[d.outWidth]},{type:"int32",data:[d.outChannels/d.inChannels]}];return n.runWebGPUProgram(f,[o,a],o.dtype,p)}}; +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Pi{constructor(t){this.variableNames=["x"],this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=[t,t],this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="diag"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getOutputCoords();\n let value = select(0.0, getX(coords[0]), coords[0] == coords[1]);\n setOutputAtIndex(index, value);\n }\n }\n `}}const Oi={kernelName:i.Diag,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n}=t,{x:r}=e,o=[...r.shape,...r.shape],a=i.util.sizeFromShape(r.shape),s=Ae({inputs:{x:r},backend:n,attrs:{shape:[a]}}),u=new Pi(a),l=n.runWebGPUProgram(u,[s],s.dtype),c=Ae({inputs:{x:l},backend:n,attrs:{shape:o}});return n.disposeData(s.dataId),n.disposeData(l.dataId),c}}; +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Li{constructor(t){this.variableNames=["x","w"],this.uniforms="filterDims: vec2, pads: vec2, strides: vec2, dilations: vec2",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.outShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="dilation2d"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let neg_infinity = -3.4e38;\n let coords = getOutputCoords();\n let batch = coords.x;\n let d1 = coords.w;\n let outTopLeftCorner = coords.yz * uniforms.strides - uniforms.pads;\n let hBeg = outTopLeftCorner.x;\n let wBeg = outTopLeftCorner.y;\n\n var curVal = neg_infinity;\n for (var h = 0; h < uniforms.filterDims[0]; h = h + 1) {\n let hIn = hBeg + h * uniforms.dilations[0];\n\n if (hIn >= 0 && hIn < uniforms.xShape[1]) {\n for (var w = 0; w < uniforms.filterDims[1]; w = w + 1) {\n let wIn = wBeg + w * uniforms.dilations[1];\n\n if (wIn >= 0 && wIn < uniforms.xShape[2]) {\n let val = getX(batch, hIn, wIn, d1) + getW(h, w, d1);\n if (val > curVal) {\n curVal = val;\n }\n }\n }\n }\n }\n\n setOutputAtIndex(index, curVal);\n }\n }\n `}}const Ri={kernelName:i.Dilation2D,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,filter:a}=e,{strides:s,pad:u,dilations:l}=r,c=i.backend_util.computeDilation2DInfo(o.shape,a.shape,s,u,"NHWC",l),h=[c.padInfo.top,c.padInfo.left],d=[{type:"int32",data:[c.filterHeight,c.filterWidth]},{type:"int32",data:[...h]},{type:"int32",data:[c.strideHeight,c.strideWidth]},{type:"int32",data:[c.dilationHeight,c.dilationWidth]}],f=new Li(c);return n.runWebGPUProgram(f,[o,a],o.dtype,d)}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Di{constructor(t,e){if(this.variableNames=["x","w","dy"],this.uniforms="filterDims: vec2, pads: vec2, strides: vec2, dilations: vec2, dySize: i32,",this.workgroupSize=[64,1,1],this.atomic=!0,this.outputShape=t.inShape,this.dispatchLayout=L(t.outShape),this.dispatch=I(this.dispatchLayout,t.outShape,this.workgroupSize),"float32"!==e&&"int32"!==e)throw new Error(`Dilation2DBackpropInput only supports float32 and int32\n types, does not support ${e} type.`);this.type=e,this.shaderKey="dilation2DBackpropInput"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.dySize) {\n let coords = getDyCoordsFromIndex(index);\n let b = coords[0];\n let r = coords[1];\n let c = coords[2];\n let d = coords[3];\n\n let dyCorner = vec2(r, c) * uniforms.strides - uniforms.pads;\n var curVal = -3.4e38; // neg_infinity\n var xRMax = 0;\n var xCMax = 0;\n\n // In the case of multiple argmax branches, we only back-propagate\n // along the last branch, i.e., the one with largest value of\n // 'wR * uniforms.filterDims[1] + wC', similarly to the max-pooling\n // backward routines.\n for (var wR = 0; wR < uniforms.filterDims[0]; wR++) {\n let xR = dyCorner.x + wR * uniforms.dilations[0];\n\n if (xR >= 0 && xR < uniforms.xShape[1]) {\n for (var wC = 0; wC < uniforms.filterDims[1]; wC++) {\n let xC = dyCorner.y + wC * uniforms.dilations[1];\n\n if (xC >= 0 && xC < uniforms.xShape[2]) {\n let val = getX(b, xR, xC, d) + getW(wR, wC, d);\n if (val > curVal) {\n curVal = val;\n xRMax = xR;\n xCMax = xC;\n }\n }\n }\n }\n }\n\n let flatIndexIn = d + uniforms.xShape[3] *\n (xCMax + uniforms.xShape[2] * (xRMax + uniforms.xShape[1] * b));\n let value = getDy(b, r, c, d);\n ${f("&result[flatIndexIn]","value",this.type)}\n }\n }\n `}}class zi{constructor(t,e,n){if(this.variableNames=["x","w","dy"],this.uniforms="filterDims: vec2, pads: vec2, strides: vec2, dilations: vec2, dySize: i32,",this.workgroupSize=[64,1,1],this.atomic=!0,this.outputShape=t.filterShape,this.dispatchLayout=L(t.outShape),this.dispatch=I(this.dispatchLayout,t.outShape,this.workgroupSize),"float32"!==n&&"int32"!==n)throw new Error(`Dilation2DBackpropFilter only supports float32 and int32\n types, does not support ${n} type.`);this.type=n,this.shaderKey="dilation2DBackpropFilter"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.dySize) {\n let coords = getDyCoordsFromIndex(index);\n let b = coords[0];\n let r = coords[1];\n let c = coords[2];\n let d = coords[3];\n\n let dyCorner = vec2(r, c) * uniforms.strides - uniforms.pads;\n var curVal = -3.4e38; // neg_infinity\n var wRMax = 0;\n var wCMax = 0;\n\n // In the case of multiple argmax branches, we only back-propagate\n // along the last branch, i.e., the one with largest value of\n // 'wR * uniforms.filterDims[1] + wC', similarly to the max-pooling\n // backward routines.\n for (var wR = 0; wR < uniforms.filterDims[0]; wR++) {\n let xR = dyCorner.x + wR * uniforms.dilations[0];\n\n if (xR >= 0 && xR < uniforms.xShape[1]) {\n for (var wC = 0; wC < uniforms.filterDims[1]; wC++) {\n let xC = dyCorner.y + wC * uniforms.dilations[1];\n\n if (xC >= 0 && xC < uniforms.xShape[2]) {\n let val = getX(b, xR, xC, d) + getW(wR, wC, d);\n if (val > curVal) {\n curVal = val;\n wRMax = wR;\n wCMax = wC;\n }\n }\n }\n }\n }\n\n let flatIndexIn = d + uniforms.wShape[2] * (wCMax + wRMax * uniforms.wShape[1]);\n let value = getDy(b, r, c, d);\n ${f("&result[flatIndexIn]","value",this.type)}\n }\n }\n `}}const Fi={kernelName:i.Dilation2DBackpropFilter,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,filter:a,dy:s}=e,{strides:u,pad:l,dilations:c}=r,h=i.backend_util.computeDilation2DInfo(o.shape,a.shape,u,l,"NHWC",c),d=a.dtype,f=new zi(h,a.shape,d),p=[{type:"int32",data:[h.filterHeight,h.filterWidth]},{type:"int32",data:[h.padInfo.top,h.padInfo.left]},{type:"int32",data:[h.strideHeight,h.strideWidth]},{type:"int32",data:[h.dilationHeight,h.dilationWidth]},{type:"int32",data:[i.util.sizeFromShape(h.outShape)]}],m=Ee({backend:n,attrs:{shape:a.shape,value:0,dtype:d}});return n.runWebGPUProgram(f,[o,a,s],d,p,m)}};const Bi={kernelName:i.Dilation2DBackpropInput,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,filter:a,dy:s}=e,{strides:u,pad:l,dilations:c}=r,h=i.backend_util.computeDilation2DInfo(o.shape,a.shape,u,l,"NHWC",c),d=o.dtype,f=new Di(h,d),p=[{type:"int32",data:[h.filterHeight,h.filterWidth]},{type:"int32",data:[h.padInfo.top,h.padInfo.left]},{type:"int32",data:[h.strideHeight,h.strideWidth]},{type:"int32",data:[h.dilationHeight,h.dilationWidth]},{type:"int32",data:[i.util.sizeFromShape(h.outShape)]}],m=Ee({backend:n,attrs:{shape:h.inShape,value:0,dtype:d}});return n.runWebGPUProgram(f,[o,a,s],d,p,m)}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Ui{constructor(t,e,n){this.variableNames=["Image"],this.uniforms="alpha: f32,",this.workgroupSize=[64,1,1],this.pixelsOpType=p.DRAW,this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.type=e,this.textureFormat=n,this.shaderKey=`draw_${e}_${n}`}getUserCode(){let t;const e="float32"===this.type?"value":"value / 255.0";t=`\n if (uniforms.numChannels == 1) {\n rgba[0] = ${e};\n rgba[1] = ${e};\n rgba[2] = ${e};\n } else {\n rgba[d] = ${e};\n }`;return`\n @group(0) @binding(0) var outImage : texture_storage_2d<${this.textureFormat}, write>;\n ${b("index")} {\n if (index < uniforms.size) {\n var rgba = vec4(0.0, 0.0, 0.0, uniforms.alpha);\n for (var d = 0; d < uniforms.numChannels; d = d + 1) {\n let value = f32(inBuf[index * uniforms.numChannels + d]);\n ${t}\n }\n rgba.x = rgba.x * rgba.w;\n rgba.y = rgba.y * rgba.w;\n rgba.z = rgba.z * rgba.w;\n let coords = getCoordsFromIndex(index);\n textureStore(outImage, vec2(coords.yx), rgba);\n }\n }\n `}}const ji={kernelName:i.Draw,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use backend file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{image:i}=e,{canvas:o,options:a}=r,[s,u]=i.shape.slice(0,2),{imageOptions:l}=a||{},c=(null==l?void 0:l.alpha)||1,h=n.device.features.has("bgra8unorm-storage")?"bgra8unorm":"rgba8unorm",d=[s,u],f=new Ui(d,i.dtype,h);o.width=u,o.height=s;const p="webgpu";let m,g=o.getContext(p);g||(m=new OffscreenCanvas(u,s),g=m.getContext(p));const v=3===i.shape.length?i.shape[2]:1;g.configure({device:n.device,format:h,usage:GPUTextureUsage.STORAGE_BINDING,alphaMode:"premultiplied"});const y="int32",b=n.makeTensorInfo(d,y),x=n.tensorMap.get(b.dataId);x.resource=g.getCurrentTexture(),x.external=!0;const w=[{type:"uint32",data:[v]},{type:"float32",data:[c]}];if(n.runWebGPUProgram(f,[i],y,w,b),m){const t=o.getContext("2d");if(!t)throw new Error("Please make sure this canvas has only been used for 2d or webgpu context!");t.drawImage(m,0,0)}return n.disposeData(b.dataId),i}},Vi=Fe({opType:j.MUL,cpuKernelImpl:an,supportsComplex:!0}),Hi={kernelName:i.Multiply,backendName:"webgpu",kernelFunc:Vi}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Gi(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{axis:o,keepDims:a}=r;return Bn(i,o,a,"sum",n)}const Wi={kernelName:i.Sum,backendName:"webgpu",kernelFunc:Gi};const Xi={kernelName:i.Einsum,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{equation:o}=r,a=e,{allDims:s,summedDims:u,idDims:l}=i.backend_util.decodeEinsumEquation(o,a.length);i.backend_util.checkEinsumDimSizes(s.length,l,a);const{path:c,steps:h}=i.backend_util.getEinsumComputePath(u,l),d=h.length;let f=null,p=s.length;const m=[];for(let t=0;t=0&&(f=Gi({inputs:{x:f},backend:n,attrs:{axis:c[t]-(s.length-p),keepDims:!1}}),m.push(f)),p--)}for(const t of m)t!==f&&n.disposeData(t.dataId);return f}},Yi=ze({opType:yt.ELU}),qi={kernelName:i.Elu,backendName:"webgpu",kernelFunc:Yi},$i={kernelName:i.EluGrad,backendName:"webgpu",kernelFunc:t=>{const{inputs:e,backend:n}=t,{dy:r,y:i}=e,o=new Ne(j.ELU_DER,r.shape,i.shape);return n.runWebGPUProgram(o,[r,i],r.dtype)}},Ki=Fe({opType:j.EQUAL,dtype:"bool",cpuKernelImpl:Ge}),Zi={kernelName:i.Equal,backendName:"webgpu",kernelFunc:Ki},Qi=ze({opType:yt.ERF}),Ji={kernelName:i.Erf,backendName:"webgpu",kernelFunc:Qi},to=ze({opType:yt.EXP,cpuKernelImpl:We,dtype:"float32"}),eo={kernelName:i.Exp,backendName:"webgpu",kernelFunc:to}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the License); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an AS IS BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function no(t){const{inputs:e,attrs:n,backend:r}=t,{dim:o}=n,{input:a}=e,s=a.shape.length,u=a.shape.slice();let l=o;return o<0&&(i.util.assert(-(s+1)<=o,(()=>`Axis must be in the interval [${-(s+1)}, ${s}]`)),l=s+o+1),u.splice(l,0,1),Ae({inputs:{x:a},backend:r,attrs:{shape:u}})}const ro={kernelName:i.ExpandDims,backendName:"webgpu",kernelFunc:no},io=ze({opType:yt.EXPM1,cpuKernelImpl:Xe}),oo={kernelName:i.Expm1,backendName:"webgpu",kernelFunc:io}; +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class ao{constructor(t,e){this.variableNames=["real","imag"],this.outputShape=[],this.uniforms="exponentMultiplier : f32, denominator: f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=e,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.component=t,this.shaderKey=`fft_${t}`}getUserCode(){return`\n fn unaryOpComplex(real: f32, expR: f32, imag: f32, expI: f32) -> f32 {\n ${"real"===this.component?"return real * expR - imag * expI;":"return real * expI + imag * expR;"}\n }\n\n fn mulMatDFT(batch: i32, index: i32) -> f32 {\n let indexRatio = f32(index) / f32(uniforms.realShape[1]);\n let exponentMultiplierTimesIndexRatio =\n uniforms.exponentMultiplier * indexRatio;\n\n var result = 0.0;\n\n for (var i = 0; i < uniforms.realShape[1]; i = i + 1) {\n // x = (-2|2 * PI / N) * index * i;\n let x = exponentMultiplierTimesIndexRatio * f32(i);\n let expR = cos(x);\n let expI = sin(x);\n let real = getReal(batch, i);\n let imag = getImag(batch, i);\n\n result = result +\n unaryOpComplex(real, expR, imag, expI) / uniforms.denominator;\n }\n\n return result;\n }\n\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getOutputCoords();\n setOutputAtIndex(index, mulMatDFT(coords[0], coords[1]));\n }\n }\n `}} +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function so(t,e,n){const r=n.tensorMap.get(t.dataId),o=i.util.sizeFromShape(t.shape),a=t.shape[t.shape.length-1],s=[],u=Ae({inputs:{x:t},backend:n,attrs:{shape:[o/a,a]}});s.push(u);const l=u.shape,c=new ao("real",l),h=new ao("imag",l),d=[{dataId:r.complexTensorInfos.real.dataId,dtype:r.complexTensorInfos.real.dtype,shape:l},{dataId:r.complexTensorInfos.imag.dataId,dtype:r.complexTensorInfos.imag.dtype,shape:l}],f=[{type:"float32",data:[e?2*Math.PI:-2*Math.PI]},{type:"float32",data:[e?l[1]:1]}],p=n.runWebGPUProgram(c,d,"float32",f);s.push(p);const m=n.runWebGPUProgram(h,d,"float32",f);s.push(m);const g=Le({inputs:{real:p,imag:m},backend:n});s.push(g);const v=Ae({inputs:{x:g},backend:n,attrs:{shape:t.shape}});return s.forEach((t=>n.disposeData(t.dataId))),v}const uo={kernelName:i.FFT,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n}=t,{input:r}=e;return so(r,!1,n)}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class lo{constructor(t){this.outputShape=[],this.variableNames=["x"],this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="flipLeftRight"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let coordX = uniforms.xShape[2] - coords[2] - 1;\n let outputValue = getX(coords[0], coords[1], coordX, coords[3]);\n setOutputAtIndex(index, outputValue);\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const co={kernelName:i.FlipLeftRight,backendName:"webgpu",kernelFunc:({inputs:t,backend:e})=>{const{image:n}=t,r=e,i=new lo(n.shape);return r.runWebGPUProgram(i,[n],n.dtype)}},ho=ze({opType:yt.FLOOR,cpuKernelImpl:Ye}),fo={kernelName:i.Floor,backendName:"webgpu",kernelFunc:ho},po=Fe({opType:j.FLOOR_DIV,cpuKernelImpl:qe,dtype:"int32"}),mo={kernelName:i.FloorDiv,backendName:"webgpu",kernelFunc:po}; +/** + * @license + * Copyright 2022 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class go{constructor(t,e,n=!1){this.pixelsOpType=p.FROM_PIXELS,this.outputShape=[0],this.variableNames=[],this.workgroupSize=[256,1,1],this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize,[e,1,1]),this.importVideo=n,this.shaderKey=`fromPixels_${this.importVideo}`}getUserCode(){const t=this.importVideo?"textureLoad(src, vec2(coords.yx));":"textureLoad(src, vec2(coords.yx), 0)";return`\n @binding(1) @group(0) var src: ${this.importVideo?"texture_external":"texture_2d"};\n ${b("index")} {\n let flatIndex = index * uniforms.numChannels;\n if (flatIndex < uniforms.size) {\n let coords = getCoordsFromIndex(flatIndex);\n let values = ${t};\n for (var i = 0; i < uniforms.numChannels; i = i + 1) {\n result[flatIndex + i] = i32(floor(255.0 * values[i]));\n }\n }\n }\n `}} +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use backend file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const vo={kernelName:i.FromPixels,backendName:"webgpu",kernelFunc:function(t){const{inputs:e,backend:n,attrs:r}=t;let{pixels:o}=e;const{numChannels:a}=r;if(null==o)throw new Error("pixels passed to tf.browser.fromPixels() can not be null");const s="undefined"!=typeof HTMLVideoElement&&o instanceof HTMLVideoElement,u="undefined"!=typeof HTMLImageElement&&o instanceof HTMLImageElement,l="undefined"!=typeof HTMLCanvasElement&&o instanceof HTMLCanvasElement||"undefined"!=typeof OffscreenCanvas&&o instanceof OffscreenCanvas,c="undefined"!=typeof ImageBitmap&&o instanceof ImageBitmap,[h,d]=s?[o.videoWidth,o.videoHeight]:[o.width,o.height],f=[d,h,a],p=(0,i.env)().getBool("WEBGPU_IMPORT_EXTERNAL_TEXTURE")&&s,m=s||u;if(c||l||m){let t;if(p)t=n.device.importExternalTexture({source:o});else{if(m){const t=(0,i.env)().getBool("CANVAS2D_WILL_READ_FREQUENTLY_FOR_GPU");null!=yo&&t===bo||(bo=t,yo=document.createElement("canvas").getContext("2d",{willReadFrequently:bo})),yo.canvas.width=h,yo.canvas.height=d,yo.drawImage(o,0,0,h,d),o=yo.canvas}const e=GPUTextureUsage.COPY_DST|GPUTextureUsage.RENDER_ATTACHMENT|GPUTextureUsage.TEXTURE_BINDING,r="rgba8unorm",a=n.textureManager.acquireTexture(f[1],f[0],r,e);n.queue.copyExternalImageToTexture({source:o},{texture:a},[f[1],f[0]]),t=a}const e=i.util.sizeFromShape(f),r=i.util.computeStrides(f),s=new go(f,a,p),u=[{type:"uint32",data:[e]},{type:"uint32",data:[a]},{type:"uint32",data:[...r]}],l=n.makeTensorInfo([d,h],"int32");n.tensorMap.get(l.dataId).resource=t;const c=n.runWebGPUProgram(s,[l],"int32",u);return n.disposeData(l.dataId),c}const g=o.data;let v=g;if(null!=a&&4!==a){v=new Uint8Array(o.width*o.height*a);const t=g.length;let e=0;for(let n=0;n(xValue, -meanValue, offsetValue), vec3(inv, inv, 1.0)));\n }\n }\n `}} +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const wo={kernelName:i.FusedBatchNorm,backendName:"webgpu",kernelFunc:({inputs:t,attrs:e,backend:n})=>{const{x:r,scale:i,offset:o,mean:a,variance:s}=t,{varianceEpsilon:u}=e,l=n,c=[r,a,s];let h=null;null!=o&&(h=o.shape,c.push(o));let d=null;null!=i&&(d=i.shape,c.push(i));const f=new xo(r.shape,a.shape,s.shape,h,d),p=[{type:"float32",data:[u]}];return l.runWebGPUProgram(f,c,r.dtype,p)}};const _o={kernelName:i.FusedConv2D,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,filter:a,bias:s,preluActivationWeights:u}=e,{strides:l,pad:c,dataFormat:h,dilations:d,dimRoundingMode:f,activation:p,leakyreluAlpha:m}=r,g=i.backend_util.convertConv2DDataFormat(h);return $r({x:o,filter:a,convInfo:i.backend_util.computeConv2DInfo(o.shape,a.shape,l,d,c,f,!1,g),backend:n,bias:s,preluActivationWeights:u,leakyreluAlpha:m,activation:p})}};const So={kernelName:i.FusedDepthwiseConv2D,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,filter:a,bias:s,preluActivationWeights:u}=e,{strides:l,pad:c,dilations:h,dimRoundingMode:d,activation:f,leakyreluAlpha:p}=r;let m=h;null==m&&(m=[1,1]),i.util.assert(i.backend_util.eitherStridesOrDilationsAreOne(l,m),(()=>`Error in depthwiseConv2d: Either strides or dilations must be 1. Got strides ${l} and dilations '${m}'`));const g=i.backend_util.computeConv2DInfo(o.shape,a.shape,l,m,c,d,!0),v=[o,a],y=null!=s,b=null!=u;y&&v.push(s),b&&v.push(u);const x=[{type:"int32",data:[g.padInfo.top,g.padInfo.left]},{type:"int32",data:[g.inHeight,g.inWidth]}];let w;return g.outHeight>4&&g.outWidth>4&&g.strideWidth<=2&&g.inChannels===g.outChannels&&1===g.dilationHeight&&1===g.dilationWidth&&g.inChannels%4==0?(w=new Mi(g,y,f,b),x.push({type:"int32",data:[w.virtualWidth]})):(w=new Ai(g,y,f,b),x.push({type:"int32",data:[g.filterHeight]},{type:"int32",data:[g.filterWidth]},{type:"int32",data:[g.strideHeight,g.strideWidth]},{type:"int32",data:[g.dilationHeight,g.dilationWidth]})),"leakyrelu"===f&&(x.push({type:"float32",data:[p]}),w.uniforms+=" alpha : f32,"),n.runWebGPUProgram(w,v,"float32",x)}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Eo{constructor(t,e){this.variableNames=["A","indices"],this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=e,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey=`gathernd_${t}`,this.sliceDim=t,this.uniforms=`sliceDim : i32, strides : ${v(t)},`}getUserCode(){let t;t=this.sliceDim>1?"uniforms.strides[j]":"uniforms.strides";return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n var flattenIndex = 0;\n for (var j = 0; j < uniforms.sliceDim; j = j + 1) {\n let indexTemp = i32(round(getIndices(coords[0], j)));\n let strideNum = ${t};\n flattenIndex = flattenIndex + indexTemp * strideNum;\n }\n\n setOutputAtIndex(index, getA(flattenIndex, coords[1]));\n }\n }\n `}}const Mo={kernelName:i.GatherNd,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n}=t,{params:r,indices:o}=e,a=o.shape,s=a[a.length-1],u=i.util.sizeFromShape(r.shape),[l,c,h,d]=i.backend_util.prepareAndValidate(r,o),f=Ae({inputs:{x:o},backend:n,attrs:{shape:[c,s]}}),p=Ae({inputs:{x:r},backend:n,attrs:{shape:[i.util.sizeFromShape(r.shape)/h,h]}});if(n.shouldExecuteOnCPU([r,o])||"string"===r.dtype){const t=n.readSync(o.dataId),e=n.bufferSync(r),i=$e(t,e,r.dtype,c,s,h,d,r.shape,u);return n.makeTensorInfo(l,r.dtype,i.values)}const m=new Eo(s,[c,h]),g=[{type:"int32",data:[s]},{type:"int32",data:d}],v=n.runWebGPUProgram(m,[p,f],p.dtype,g),y=Ae({inputs:{x:v},backend:n,attrs:{shape:l}});return n.disposeData(f.dataId),n.disposeData(p.dataId),n.disposeData(v.dataId),y}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Ao{constructor(t,e){this.variableNames=["A","indices"],this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.slice(),this.aShape=t,this.outputShape=e,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="gather"}getUserCode(){const t=function(t){const e=["resRC.x","resRC.y","resRC.z","resRC.w"],n=[];for(let r=0;r= 0 && indexZ < uniforms.aShape[2]);\n setOutputAtIndex(index, inBounds * getA(${t}));\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Co(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,indices:a}=e,{axis:s,batchDims:u}=r,l=i.util.parseAxisParam(s,o.shape)[0],c=i.backend_util.segment_util.collectGatherOpShapeInfo(o,a,l,u),h=i.util.sizeFromShape(a.shape),d=[],f=Ae({inputs:{x:o},backend:n,attrs:{shape:[c.batchSize,c.outerSize,c.dimSize,c.sliceSize]}}),p=Ae({inputs:{x:a},backend:n,attrs:{shape:[c.batchSize,h/c.batchSize]}});d.push(f),d.push(p);const m=[c.batchSize,c.outerSize,h/c.batchSize,c.sliceSize];if(n.shouldExecuteOnCPU([o,a])){const t=n.tensorMap.get(p.dataId).values,e=(0,i.buffer)(p.shape,p.dtype,t),r=n.tensorMap.get(f.dataId).values,o=(0,i.buffer)(f.shape,f.dtype,r),a=Ke(o,e,m);return d.forEach((t=>n.disposeData(t.dataId))),n.makeTensorInfo(c.outputShape,a.dtype,a.values)}const g=new Ao(f.shape,m),v=n.runWebGPUProgram(g,[f,p],f.dtype);d.push(v);const y=Ae({inputs:{x:v},backend:n,attrs:{shape:c.outputShape}});return d.forEach((t=>n.disposeData(t.dataId))),y}const To={kernelName:i.GatherV2,backendName:"webgpu",kernelFunc:Co},ko=Fe({opType:j.GREATER,cpuKernelImpl:Qe,dtype:"bool"}),Io={kernelName:i.Greater,backendName:"webgpu",kernelFunc:ko},No=Fe({opType:j.GREATER_EQUAL,dtype:"bool",cpuKernelImpl:Ze}),Po={kernelName:i.GreaterEqual,backendName:"webgpu",kernelFunc:No};const Oo={kernelName:i.IFFT,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n}=t,{input:r}=e;return so(r,!0,n)}},Lo=ze({opType:yt.IS_FINITE,dtype:"bool"}),Ro={kernelName:i.IsFinite,backendName:"webgpu",kernelFunc:Lo},Do=ze({opType:yt.IS_INF,dtype:"bool"}),zo={kernelName:i.IsInf,backendName:"webgpu",kernelFunc:Do},Fo=ze({opType:yt.IS_NAN,dtype:"bool"}),Bo={kernelName:i.IsNan,backendName:"webgpu",kernelFunc:Fo};const Uo={kernelName:i.LeakyRelu,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{alpha:o}=r,a=[{type:"float32",data:[o]}],s=new De(i.shape,yt.LEAKYRELU,"alpha : f32,");return n.runWebGPUProgram(s,[i],"float32",a)}},jo=Fe({opType:j.LESS,dtype:"bool",cpuKernelImpl:tn}),Vo={kernelName:i.Less,backendName:"webgpu",kernelFunc:jo},Ho=Fe({opType:j.LESS_EQUAL,dtype:"bool",cpuKernelImpl:Je}),Go={kernelName:i.LessEqual,backendName:"webgpu",kernelFunc:Ho}; +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Wo{constructor(t){this.variableNames=[],this.outputShape=[],this.uniforms="start : f32, step : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=[t],this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="linSpace"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n setOutputAtIndex(index, uniforms.start + f32(index) * uniforms.step);\n }\n }\n `}}const Xo={kernelName:i.LinSpace,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{backend:e,attrs:n}=t,{start:r,stop:i,num:o}=n,a=(i-r)/(o-1),s=new Wo(o),u=[{type:"float32",data:[r]},{type:"float32",data:[a]}];return e.runWebGPUProgram(s,[],"float32",u)}},Yo=ze({opType:yt.LOG,cpuKernelImpl:en}),qo={kernelName:i.Log,backendName:"webgpu",kernelFunc:Yo},$o=ze({opType:yt.LOG1P}),Ko={kernelName:i.Log1p,backendName:"webgpu",kernelFunc:$o},Zo=Fe({opType:j.LOGICAL_AND,dtype:"bool"}),Qo={kernelName:i.LogicalAnd,backendName:"webgpu",kernelFunc:Zo},Jo=ze({opType:yt.LOGICAL_NOT}),ta={kernelName:i.LogicalNot,backendName:"webgpu",kernelFunc:Jo},ea=Fe({opType:j.LOGICAL_OR}),na={kernelName:i.LogicalOr,backendName:"webgpu",kernelFunc:ea},ra="\n var powValue = 0.0;\n let basis = uniforms.bias + uniforms.alpha * sum;\n if (uniforms.beta == 0.5) {\n powValue = inverseSqrt(basis);\n } else if (uniforms.beta == 1.0) {\n powValue = 1.0 / basis;\n } else {\n powValue = exp(log(basis) * (-uniforms.beta));\n }\n";class ia{constructor(t){this.outputShape=[],this.variableNames=["x"],this.uniforms="radius : i32, bias : f32, alpha : f32, beta : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="lrn"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getOutputCoords();\n let b = coords[0];\n let r = coords[1];\n let c = coords[2];\n let d = coords[3];\n\n let x = getX(b, r, c, d);\n var sum = 0.0;\n for (var i = -uniforms.radius; i <= uniforms.radius; i = i + 1) {\n let idx = d + i;\n if (idx >= 0 && idx < uniforms.xShape[3]) {\n let z = getX(b, r, c, idx);\n sum = sum + z * z;\n }\n }\n ${ra}\n\n setOutputAtIndex(index, x * powValue);\n }\n }\n `}}class oa{constructor(t,e){this.outputShape=[],this.variableNames=["x"],this.uniforms="radius : i32, bias : f32, alpha : f32, beta : f32,",this.workgroupSize=[256,1,1],this.maxAllowRadius=16,i.util.assert(e<=this.maxAllowRadius,(()=>`Radius must be less than or equal to ${this.maxAllowRadius}, current radius is ${e}`)),this.outputShape=t,this.elementsPerWorkgroup=this.workgroupSize[0]-2*this.maxAllowRadius,this.dispatchLayout={x:[3],y:[2],z:[0,1]},this.dispatch=I(this.dispatchLayout,this.outputShape,[this.elementsPerWorkgroup,this.workgroupSize[1],this.workgroupSize[2]]),this.shaderKey="lrn_shared"}getUserCode(){return`\n var lrnSub: array;\n const elementsPerWorkgroup = ${this.elementsPerWorkgroup};\n const maxAllowRadius = ${this.maxAllowRadius};\n\n ${b()} {\n let localDepth = i32(localId.x);\n let workgroupDepth = i32(workgroupId.x) * elementsPerWorkgroup;\n let xDepth = workgroupDepth + localDepth - maxAllowRadius;\n let b = i32(globalId.z) / uniforms.xShape[1];\n let r = i32(globalId.z) - b * uniforms.xShape[1];\n let c = i32(globalId.y);\n let d = workgroupDepth + localDepth;\n\n var x = 0.0;\n if (xDepth >= 0 && xDepth < uniforms.xShape[3]) {\n x = getX(b, r, c, xDepth);\n }\n lrnSub[localDepth] = x;\n workgroupBarrier();\n\n if (localDepth < elementsPerWorkgroup && d < uniforms.outShape[3]) {\n var sum = 0.0;\n let index = localDepth + maxAllowRadius;\n for (var i = -uniforms.radius; i <= uniforms.radius; i = i + 1) {\n let z = lrnSub[index + i];\n sum = sum + z * z;\n }\n ${ra}\n\n setOutputAtCoords(b, r, c, d, lrnSub[index] * powValue);\n }\n } `}}const aa={kernelName:i.LRN,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{depthRadius:o,bias:a,alpha:s,beta:u}=r;let l;l=o>16?new ia(i.shape):new oa(i.shape,o);const c=[{type:"int32",data:[o]},{type:"float32",data:[a]},{type:"float32",data:[s]},{type:"float32",data:[u]}];return n.runWebGPUProgram(l,[i],i.dtype,c)}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class sa{constructor(t){this.outputShape=[],this.variableNames=["inputImage","outputImage","dy"],this.uniforms="depthRadius : i32, bias : f32, alpha : f32, beta : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="lrn_grad"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getOutputCoords();\n let b = coords[0];\n let r = coords[1];\n let c = coords[2];\n\n let MIN_DEPTH_BEGIN = 0;\n let MAX_DEPTH_END = uniforms.outShape[3];\n var result = 0.0;\n for (var d = MIN_DEPTH_BEGIN; d < MAX_DEPTH_END; d++) {\n let depthBegin = max(MIN_DEPTH_BEGIN, d - uniforms.depthRadius);\n let depthEnd = min(MAX_DEPTH_END, d + uniforms.depthRadius + 1);\n\n var norm = 0.0;\n for (var k = MIN_DEPTH_BEGIN; k < MAX_DEPTH_END; k++) {\n if (k < depthBegin) {\n continue;\n } else if (k >= depthBegin && k < depthEnd) {\n norm += getInputImage(b, r, c, k) * getInputImage(b, r, c, k);\n } else {\n break;\n }\n }\n\n norm = uniforms.alpha * norm + uniforms.bias;\n\n for (var k = MIN_DEPTH_BEGIN; k < MAX_DEPTH_END; k++) {\n if (k < depthBegin) {\n continue;\n } else if (k >= depthBegin && k < depthEnd) {\n var dyi = -2.0 * uniforms.alpha * uniforms.beta\n * getInputImage(b, r, c, k) * getOutputImage(b, r, c, d) / norm;\n if (k == d) {\n dyi += pow(norm, -1.0 * uniforms.beta);\n }\n if (k == coords[3]) {\n dyi *= getDy(b, r, c, d);\n result += dyi;\n }\n } else {\n break;\n }\n }\n }\n\n setOutputAtIndex(index, result);\n }\n }\n `}}const ua={kernelName:i.LRNGrad,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:i,y:o,dy:a}=e,{depthRadius:s,bias:u,alpha:l,beta:c}=r,h=new sa(i.shape),d=[{type:"int32",data:[s]},{type:"float32",data:[u]},{type:"float32",data:[l]},{type:"float32",data:[c]}];return n.runWebGPUProgram(h,[i,o,a],i.dtype,d)}},la=Fe({opType:j.MAX,cpuKernelImpl:rn}),ca={kernelName:i.Maximum,backendName:"webgpu",kernelFunc:la};const ha={kernelName:i.MaxPool,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{filterSize:a,strides:s,pad:u,dimRoundingMode:l}=r;return ur(o,i.backend_util.computePool2DInfo(o.shape,a,s,1,u,l),"max",n)}};const da={kernelName:i.MaxPool3D,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{filterSize:a,strides:s,pad:u,dataFormat:l,dimRoundingMode:c}=r,h=i.backend_util.computePool3DInfo(o.shape,a,s,[1,1,1],u,c,l),d=new rr(h,"max"),f=[{type:"int32",data:[h.strideDepth,h.strideHeight,h.strideWidth]},{type:"int32",data:[h.padInfo.front,h.padInfo.top,h.padInfo.left]},{type:"int32",data:[h.inDepth,h.inHeight,h.inWidth]},{type:"int32",data:[h.effectiveFilterDepth,h.effectiveFilterHeight,h.effectiveFilterWidth]}];return n.runWebGPUProgram(d,[o],o.dtype,f)}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class fa{constructor(t){this.variableNames=["dy","maxPos"],this.uniforms="strides : vec2, pads : vec2, dilations : vec2, filterDims : vec2,\n outHeight : i32, outWidth : i32",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.inShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="maxPool2DBackprop"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let batch = coords[0];\n let d = coords[3];\n\n let dyRCCorner = vec2(coords.yz) - uniforms.pads;\n let dyRCorner = dyRCCorner.x;\n let dyCCorner = dyRCCorner.y;\n\n // Convolve dy(?, ?, d) with pos mask(:, :, d) to get dx(xR, xC, d).\n // ? = to be determined. : = across all values in that axis.\n var dotProd = 0.0;\n let lastIndex = uniforms.filterDims[0] * uniforms.filterDims[1] - 1;\n for (var wR = 0; wR < uniforms.filterDims[0]; wR += uniforms.dilations[0]) {\n let dyR = f32(dyRCorner + wR) / f32(uniforms.strides[0]);\n\n if (dyR < 0.0 || dyR >= f32(uniforms.outHeight) || fract(dyR) > 0.0) {\n continue;\n }\n let idyR = i32(dyR);\n\n for (var wC = 0; wC < uniforms.filterDims[1]; wC += uniforms.dilations[1]) {\n let dyC = f32(dyCCorner + wC) / f32(uniforms.strides[1]);\n\n if (dyC < 0.0 || dyC >= f32(uniforms.outWidth) || fract(dyC) > 0.0) {\n continue;\n }\n let idyC = i32(dyC);\n\n let dyValue = getDy(batch, idyR, idyC, d);\n let maxPosValue = lastIndex - i32(getMaxPos(batch, idyR, idyC, d));\n\n // Get the current value, check it against the value from the\n // position matrix.\n let curPosValue = wR * uniforms.filterDims[1] + wC;\n let mask = select(0.0, 1.0, maxPosValue == curPosValue);\n dotProd += dyValue * mask;\n }\n }\n setOutputAtIndex(index, dotProd);\n }\n }\n `}}class pa{constructor(t){this.variableNames=["dy","maxPos"],this.uniforms="strides : vec3, pads : vec3, filterDims : vec3,\n outDepth : i32, outHeight : i32, outWidth : i32",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t.inShape,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="maxPool3DBackprop"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let batch = coords.x;\n let ch = coords.u;\n\n let dyCorner = vec3(coords.y, coords.z, coords.w) - uniforms.pads;\n let dyDCorner = dyCorner.x;\n let dyRCorner = dyCorner.y;\n let dyCCorner = dyCorner.z;\n\n // Convolve dy(?, ?, ?, ch) with pos mask(:, :, :, d) to get\n // dx(xD, xR, xC, ch).\n // ? = to be determined. : = across all values in that axis.\n var dotProd = 0.0;\n let lastIndex = uniforms.filterDims[0] * uniforms.filterDims[1] * uniforms.filterDims[2] - 1;\n\n for (var wD = 0; wD < uniforms.filterDims[0]; wD++) {\n let dyD = f32(dyDCorner + wD) / f32(uniforms.strides[0]);\n\n if (dyD < 0.0 || dyD >= f32(uniforms.outDepth) || fract(dyD) > 0.0) {\n continue;\n }\n let idyD = i32(dyD);\n\n for (var wR = 0; wR < uniforms.filterDims[1]; wR++) {\n let dyR = f32(dyRCorner + wR) / f32(uniforms.strides[1]);\n\n if (dyR < 0.0 || dyR >= f32(uniforms.outHeight) || fract(dyR) > 0.0) {\n continue;\n }\n let idyR = i32(dyR);\n\n for (var wC = 0; wC < uniforms.filterDims[2]; wC++) {\n let dyC = f32(dyCCorner + wC) / f32(uniforms.strides[2]);\n\n if (dyC < 0.0 || dyC >= f32(uniforms.outWidth) || fract(dyC) > 0.0) {\n continue;\n }\n let idyC = i32(dyC);\n\n let dyValue = getDy(batch, idyD, idyR, idyC, ch);\n let maxPosValue = lastIndex - i32(getMaxPos(batch, idyD, idyR, idyC, ch));\n\n // Get the current value, check it against the value from the\n // position matrix.\n let curPosValue = wD * uniforms.filterDims[1] * uniforms.filterDims[2] + wR * uniforms.filterDims[2] + wC;\n let mask = select(0.0, 1.0, maxPosValue == curPosValue);\n dotProd += dyValue * mask;\n }\n }\n }\n\n setOutputAtIndex(index, dotProd);\n }\n }\n `}}const ma={kernelName:i.MaxPool3DGrad,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{dy:o,input:a}=e,s=a,{filterSize:u,strides:l,pad:c,dimRoundingMode:h}=r,d=i.backend_util.computePool3DInfo(s.shape,u,l,[1,1,1],c,h),f=new rr(d,"max",!0);let p=[{type:"int32",data:[d.strideDepth,d.strideHeight,d.strideWidth]},{type:"int32",data:[d.padInfo.front,d.padInfo.top,d.padInfo.left]},{type:"int32",data:[d.inDepth,d.inHeight,d.inWidth]},{type:"int32",data:[d.effectiveFilterDepth,d.effectiveFilterHeight,d.effectiveFilterWidth]}];const m=n.runWebGPUProgram(f,[s],"int32",p),g=new pa(d);p=[{type:"int32",data:[d.strideDepth,d.strideHeight,d.strideWidth]},{type:"int32",data:[d.effectiveFilterDepth-1-d.padInfo.front,d.effectiveFilterHeight-1-d.padInfo.top,d.effectiveFilterWidth-1-d.padInfo.left]},{type:"int32",data:[d.effectiveFilterDepth,d.effectiveFilterHeight,d.effectiveFilterWidth]},{type:"int32",data:[d.outDepth]},{type:"int32",data:[d.outHeight]},{type:"int32",data:[d.outWidth]}];const v=n.runWebGPUProgram(g,[o,m],s.dtype,p);return n.disposeData(m.dataId),v}};const ga={kernelName:i.MaxPoolGrad,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{dy:o,input:a,output:s}=e,u=a;z([a,s],"maxPoolGrad");const{filterSize:l,strides:c,pad:h,dimRoundingMode:d}=r,f=i.backend_util.computePool2DInfo(u.shape,l,c,1,h,d),p=new nr(f,"max",!0);let m=[{type:"int32",data:[f.strideHeight,f.strideWidth]},{type:"int32",data:[f.padInfo.top,f.padInfo.left]},{type:"int32",data:[f.dilationHeight,f.dilationWidth]},{type:"int32",data:[f.inHeight,f.inWidth]},{type:"int32",data:[f.effectiveFilterHeight,f.effectiveFilterWidth]}];const g=n.runWebGPUProgram(p,[u],"int32",m),v=new fa(f);m=[{type:"int32",data:[f.strideHeight,f.strideWidth]},{type:"int32",data:[f.effectiveFilterHeight-1-f.padInfo.top,f.effectiveFilterWidth-1-f.padInfo.left]},{type:"int32",data:[f.dilationHeight,f.dilationWidth]},{type:"int32",data:[f.effectiveFilterHeight,f.effectiveFilterWidth]},{type:"int32",data:[f.outHeight]},{type:"int32",data:[f.outWidth]}];const y=n.runWebGPUProgram(v,[o,g],u.dtype,m);return n.disposeData(g.dataId),y}};const va={kernelName:i.MaxPoolWithArgmax,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{filterSize:o,strides:a,pad:s,includeBatchInIndex:u}=r,{x:l}=e;i.util.assert(4===l.shape.length,(()=>`Error in maxPool: input must be rank 4 but got rank ${l.shape.length}.`));const c=[1,1];i.util.assert(i.backend_util.eitherStridesOrDilationsAreOne(a,c),(()=>`Error in maxPool: Either strides or dilations must be 1. Got strides ${a} and dilations '${c}'`));const h=i.backend_util.computePool2DInfo(l.shape,o,a,c,s),d=[{type:"int32",data:[h.strideHeight,h.strideWidth]},{type:"int32",data:[h.padInfo.top,h.padInfo.left]},{type:"int32",data:[h.dilationHeight,h.dilationWidth]},{type:"int32",data:[h.inHeight,h.inWidth]},{type:"int32",data:[h.effectiveFilterHeight,h.effectiveFilterWidth]}];let f=new nr(h,"max",!1);const p=n.runWebGPUProgram(f,[l],l.dtype,d);return f=new nr(h,"max",!0,!0,u),[p,n.runWebGPUProgram(f,[l],"int32",d)]}};const ya={kernelName:i.Min,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{axis:o,keepDims:a}=r;return Bn(i,o,a,"min",n)}},ba=Fe({opType:j.MIN,cpuKernelImpl:on}),xa={kernelName:i.Minimum,backendName:"webgpu",kernelFunc:ba}; +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class wa{constructor(t,e,n){this.uniforms="",this.variableNames=["x"],this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=e.map(((e,n)=>e[0]+t[n]+e[1])),this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.xShape=t,e.map(((t,e)=>{this.uniforms+=` pad${e} : vec2,`})),this.offset="reflect"===n?0:1,this.shaderKey=`mirrorPad_${n}`}getUserCode(){const t=this.xShape.length,e=this.xShape.map(((t,e)=>`uniforms.pad${e}[0]`)).join(","),n=this.xShape.map(((e,n)=>`uniforms.pad${n}[0] + uniforms.xShape${t>1?`[${n}]`:""}`)).join(","),r=1===t?"start":"start[i]",i=1===t?"end":"end[i]",o=1===t?"outC":"outC[i]",a=v(t),s=t>1?["coords[0]","coords[1]","coords[2]","coords[3]"].slice(0,t):"coords";return`\n ${b("index")} {\n if (index < uniforms.size) {\n let start = ${a}(${e});\n let end = ${a}(${n});\n var outC = getCoordsFromIndex(index);\n for (var i = 0; i < ${t}; i = i + 1) {\n if (${o} < ${r}) {\n ${o} = ${r} * 2 - ${o} - ${this.offset};\n } else if(${o} >= ${i}) {\n ${o} = (${i} - 1) * 2 - ${o} + ${this.offset};\n }\n }\n let coords = outC - start;\n setOutputAtIndex(index, getX(${s}));\n }\n }\n `}} +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const _a={kernelName:i.MirrorPad,backendName:"webgpu",kernelFunc:({inputs:t,attrs:e,backend:n})=>{const{x:r}=t,{paddings:i,mode:o}=e,a=n,s=i.map((t=>({type:"int32",data:[t[0],t[1]]}))),u=new wa(r.shape,i,o);return a.runWebGPUProgram(u,[r],r.dtype,s)}},Sa=Fe({opType:j.MOD}),Ea={kernelName:i.Mod,backendName:"webgpu",kernelFunc:Sa}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Ma{constructor(t,e){this.variableNames=["probs"],this.outputShape=[],this.uniforms="seed : f32, numOutcomes: i32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=[t,e],this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="multinomial"}getUserCode(){return`\n //Based on the work of Dave Hoskins\n //https://www.shadertoy.com/view/4djSRW\n fn random (seed : f32, resultUV : vec2) -> f32 {\n let HASHSCALE1 = 443.8975;\n let p = resultUV * seed;\n var p3 = fract(vec3(p.xyx) * HASHSCALE1);\n p3 = p3 + dot(p3, p3.yzx + 19.19);\n return fract((p3.x + p3.y) * p3.z);\n }\n\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getOutputCoords();\n let batch = coords[0];\n\n let resUV = vec2(f32(coords[1]) / f32(uniforms.outShape[1]),\n f32(coords[0]) / f32(uniforms.outShape[0]));\n let r = random(uniforms.seed, resUV);\n var cdf = 0.0;\n for (var i = 0; i < uniforms.numOutcomes - 1; i = i + 1) {\n cdf = cdf + getProbs(batch, i);\n\n if (r < cdf) {\n setOutputAtIndexI32(index, i);\n return;\n }\n }\n\n // If no other event happened, last event happened.\n setOutputAtIndexI32(index, uniforms.numOutcomes - 1);\n }\n }\n `}} +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Aa{constructor(t){this.variableNames=["logits"],this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=[this.outputShape[0],1,1],this.outputShape[1]>=4096?this.workgroupSize=[256,1,1]:this.workgroupSize=[64,1,1],this.shaderKey="softmax"}getUserCode(){return`\n var buf : array;\n var rowMaxShared : f32;\n var rowSumShared : f32;\n const blockSize = ${this.workgroupSize[0]};\n ${b("index")} {\n let row = index / blockSize;\n let tid = i32(localId.x);\n let cols = uniforms.outShape[1];\n\n var threadMax = -3.402823e+38f;\n for (var col = tid; col < cols; col += blockSize) {\n let value = getLogits(row, col);\n threadMax = max(threadMax, value);\n }\n if (tid < cols) {\n buf[tid] = threadMax;\n }\n workgroupBarrier();\n\n var reduceSize = min(cols, blockSize);\n for (var currSize = reduceSize >> 1; currSize > 0; currSize = reduceSize >> 1) {\n reduceSize = currSize + (reduceSize & 1);\n if (tid < currSize) {\n buf[tid] = max(buf[tid], buf[tid + reduceSize]);\n }\n workgroupBarrier();\n }\n\n if (tid == 0) {\n rowMaxShared = buf[0];\n }\n workgroupBarrier();\n\n var threadSum = 0.0;\n for (var col = tid; col < cols; col += blockSize) {\n let subExp = exp(getLogits(row, col) - rowMaxShared);\n threadSum += subExp;\n }\n buf[tid] = threadSum;\n workgroupBarrier();\n\n for (var currSize = blockSize >> 1; currSize > 0; currSize = currSize >> 1) {\n if (tid < currSize) {\n buf[tid] = buf[tid] + buf[tid + currSize];\n }\n workgroupBarrier();\n }\n\n if (tid == 0) {\n rowSumShared = buf[0];\n }\n workgroupBarrier();\n\n for (var col = tid; col < cols; col += blockSize) {\n let value = exp(getLogits(row, col) - rowMaxShared) / rowSumShared;\n setOutputAtCoords(row, col, value);\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Ca(t){const{inputs:e,backend:n,attrs:r}=t,{logits:o}=e,{dim:a}=r,s=Ae({inputs:{x:o},backend:n,attrs:{shape:[i.util.sizeFromShape(o.shape)/o.shape[a],o.shape[a]]}}),u=new Aa(s.shape),l=n.runWebGPUProgram(u,[s],o.dtype),c=Ae({inputs:{x:l},backend:n,attrs:{shape:o.shape}});return n.disposeData(s.dataId),n.disposeData(l.dataId),c}const Ta={kernelName:i.Softmax,backendName:"webgpu",kernelFunc:Ca};const ka={kernelName:i.Multinomial,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{logits:i}=e,{numSamples:o,seed:a,normalized:s}=r,u=s?i:Ca({inputs:{logits:i},backend:n,attrs:{dim:i.shape.length-1}}),l=u.shape[0],c=u.shape[1],h=new Ma(l,o),d=[{type:"float32",data:[a]},{type:"int32",data:[c]}],f=n.runWebGPUProgram(h,[u],"int32",d);return s||n.disposeData(u.dataId),f}};const Ia={kernelName:i.Neg,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n}=t,{x:r}=e;if(n.shouldExecuteOnCPU([r])){const t=n.tensorMap.get(r.dataId),[e,i]=sn(t.values,r.shape,r.dtype);return n.makeTensorInfo(i,r.dtype,e)}const i=new De(r.shape,yt.NEG);return n.runWebGPUProgram(i,[r],r.dtype)}};const Na={kernelName:i.NonMaxSuppressionV3,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){console.warn("tf.nonMaxSuppression() in webgpu locks the UI thread. Call tf.nonMaxSuppressionAsync() instead");const{inputs:e,backend:n,attrs:r}=t,{boxes:o,scores:a}=e,{maxOutputSize:s,iouThreshold:u,scoreThreshold:l}=r,c=n.readSync(o.dataId),h=n.readSync(a.dataId),{selectedIndices:d}=i.kernel_impls.nonMaxSuppressionV3Impl(c,h,s,u,l);return n.makeTensorInfo([d.length],"int32",new Int32Array(d))}};const Pa={kernelName:i.NonMaxSuppressionV5,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){console.warn("tf.nonMaxSuppression() in webgpu locks the UI thread. Call tf.nonMaxSuppressionAsync() instead");const{inputs:e,backend:n,attrs:r}=t,{boxes:o,scores:a}=e,{maxOutputSize:s,iouThreshold:u,scoreThreshold:l,softNmsSigma:c}=r,h=n.readSync(o.dataId),d=n.readSync(a.dataId),f=s,p=u,m=l,g=c,{selectedIndices:v,selectedScores:y}=i.kernel_impls.nonMaxSuppressionV5Impl(h,d,f,p,m,g);return[n.makeTensorInfo([v.length],"int32",new Int32Array(v)),n.makeTensorInfo([y.length],"float32",new Float32Array(y))]}}; +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Oa{constructor(t,e){this.variableNames=["x"],this.uniforms="onValue : f32, offValue : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=[t,e],this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="onehot"}getUserCode(){return`\n ${b("index")} {\n if(index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n setOutputAtIndex(index, mix(uniforms.offValue, uniforms.onValue,\n f32(i32(round(getX(coords.x))) == coords.y)));\n }\n }\n `}}const La={kernelName:i.OneHot,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{indices:o}=e,{dtype:a,depth:s,onValue:u,offValue:l}=r,c=i.util.sizeFromShape(o.shape),h=new Oa(c,s),d=Ae({inputs:{x:o},backend:n,attrs:{shape:[c]}}),f=[{type:"float32",data:[u]},{type:"float32",data:[l]}],p=n.runWebGPUProgram(h,[d],a,f);n.disposeData(d.dataId);const m=Ae({inputs:{x:p},backend:n,attrs:{shape:[...o.shape,s]}});return n.disposeData(p.dataId),m}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Ra(t){const{inputs:e,backend:n}=t,{x:r}=e;if("complex64"===r.dtype){const t=Tr({inputs:{input:r},backend:n}),e=Ra({inputs:{x:t},backend:n}),i=Ur({inputs:{input:r},backend:n}),o=Ra({inputs:{x:i},backend:n}),a=Le({inputs:{real:e,imag:o},backend:n});return n.disposeData(t.dataId),n.disposeData(e.dataId),n.disposeData(i.dataId),n.disposeData(o.dataId),a}return Ee({attrs:{shape:r.shape,dtype:r.dtype,value:"string"===r.dtype?"":0},backend:n})}const Da={kernelName:i.ZerosLike,backendName:"webgpu",kernelFunc:Ra};const za={kernelName:i.OnesLike,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function t(e){const{inputs:n,backend:r}=e,{x:i}=n;if("string"===i.dtype)throw new Error("onesLike is not supported under string dtype");if("complex64"===i.dtype){const e=Tr({inputs:{input:i},backend:r}),n=t({inputs:{x:e},backend:r}),o=Ur({inputs:{input:i},backend:r}),a=Ra({inputs:{x:o},backend:r}),s=Le({inputs:{real:n,imag:a},backend:r});return r.disposeData(e.dataId),r.disposeData(n.dataId),r.disposeData(o.dataId),r.disposeData(a.dataId),s}return Ee({attrs:{shape:i.shape,dtype:i.dtype,value:1},backend:r})}};const Fa={kernelName:i.Pack,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{axis:o}=r;if(1===e.length)return no({inputs:{input:e[0]},backend:n,attrs:{dim:o}});const a=e[0].shape,s=e[0].dtype;e.forEach((t=>{i.util.assertShapesMatch(a,t.shape,"All tensors passed to stack must have matching shapes"),i.util.assert(s===t.dtype,(()=>"All tensors passed to stack must have matching dtypes"))}));const u=[],l=Hr({inputs:e.map((t=>{const e=no({inputs:{input:t},backend:n,attrs:{dim:o}});return u.push(e),e})),backend:n,attrs:{axis:o}});return u.forEach((t=>n.disposeData(t.dataId))),l}}; +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Ba(t,e=!1){const n=t.length,r=v(n),i=t.map(((t,e)=>`uniforms.pad${e}[0]`)).join(","),o=t.map(((t,e)=>`uniforms.pad${e}[0] + uniforms.xShape${n>1?`[${e}]`:""}`)).join(",");return`\n let start = ${n>1?`${r}(${i})`:`${i}`};\n let end = ${n>1?`${r}(${o})`:`${o}`};\n if (${n>1?"any(paddedCoords < start)":"paddedCoords < start"} || ${n>1?"any(paddedCoords >= end)":"paddedCoords >= end"}) {\n setOutputAtIndex(index, ${e?0:"uniforms.constantValue"});\n } else {\n let coords = paddedCoords - start;\n setOutputAtIndex(index, getX(${n>1?["coords[0]","coords[1]","coords[2]","coords[3]"].slice(0,n):"coords"}));\n }\n `}class Ua{constructor(t,e){this.variableNames=["x"],this.uniforms="constantValue : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=e.map(((e,n)=>e[0]+t[n]+e[1])),this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),e.map(((t,e)=>{this.uniforms+=` pad${e} : vec2,`})),this.xShape=t,this.shaderKey="pad"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let paddedCoords = getCoordsFromIndex(index);\n ${Ba(this.xShape)}\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const ja={kernelName:i.PadV2,backendName:"webgpu",kernelFunc:t=>{const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{paddings:a,constantValue:s}=r;if(a.every((t=>i.util.arraysEqual(t,[0,0]))))return Pe({inputs:{x:o},backend:n});if(0===i.util.sizeFromShape(o.shape)){return Ee({backend:n,attrs:{shape:a.map(((t,e)=>t[0]+o.shape[e]+t[1])),value:s,dtype:o.dtype}})}const u=[{type:"float32",data:[s]}];a.map((t=>u.push({type:"int32",data:[t[0],t[1]]})));const l=new Ua(o.shape,a);return n.runWebGPUProgram(l,[o],o.dtype,u)}},Va=Fe({opType:j.POW}),Ha={kernelName:i.Pow,backendName:"webgpu",kernelFunc:Va};const Ga={kernelName:i.Prelu,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n}=t,{x:r,alpha:i}=e,o=new Ne(j.PRELU,r.shape,i.shape);return n.runWebGPUProgram(o,[r,i],"float32")}};const Wa={kernelName:i.Prod,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:i}=e,{axis:o,keepDims:a}=r;return Bn(i,o,a,"prod",n)}},Xa={kernelName:i.Range,backendName:"webgpu",kernelFunc:t=>{const{backend:e,attrs:n}=t,{start:r,stop:i,step:o,dtype:a}=n,s=cn(r,i,o,a);return e.makeTensorInfo([s.length],a,s)}},Ya=Fe({opType:j.DIV}),qa={kernelName:i.RealDiv,backendName:"webgpu",kernelFunc:Ya},$a=ze({opType:yt.RECIPROCAL}),Ka={kernelName:i.Reciprocal,backendName:"webgpu",kernelFunc:$a},Za=ze({opType:yt.RELU}),Qa={kernelName:i.Relu,backendName:"webgpu",kernelFunc:Za},Ja=ze({opType:yt.RELU6}),ts={kernelName:i.Relu6,backendName:"webgpu",kernelFunc:Ja}; +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class es{constructor(t,e,n){this.variableNames=["x"],this.uniforms="adjustHeightWidth : vec2, halfPixelCenters : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=[t[0],e,n,t[3]],this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="resizeBilinear"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let b = coords[0];\n let d = coords[3];\n let rc = coords.yz;\n\n let effectiveInSize = vec2(\n f32(uniforms.xShape.y) - uniforms.adjustHeightWidth[0],\n f32(uniforms.xShape.z) - uniforms.adjustHeightWidth[1]);\n\n let effectiveOutSize = vec2(\n f32(uniforms.outShape.y) - uniforms.adjustHeightWidth[0],\n f32(uniforms.outShape.z) - uniforms.adjustHeightWidth[1]);\n\n let effectiveInputOverOutputRatioRC =\n effectiveInSize / effectiveOutSize;\n\n // Fractional source index\n let sourceFracIndexRC =\n (vec2(rc) + vec2(uniforms.halfPixelCenters)) *\n effectiveInputOverOutputRatioRC - vec2(uniforms.halfPixelCenters);\n\n // Compute the four integer indices.\n let sourceFloorRC = vec2(sourceFracIndexRC);\n let sourceCeilRC = vec2(\n min(vec2(uniforms.xShape.yz) - vec2(1.0), ceil(sourceFracIndexRC)));\n\n let topLeft = getX(b, sourceFloorRC.x, sourceFloorRC.y, d);\n let bottomLeft = getX(b, sourceCeilRC.x, sourceFloorRC.y, d);\n let topRight = getX(b, sourceFloorRC.x, sourceCeilRC.y, d);\n let bottomRight = getX(b, sourceCeilRC.x, sourceCeilRC.y, d);\n\n let fracRC = sourceFracIndexRC - vec2(sourceFloorRC);\n\n let top = topLeft + (topRight - topLeft) * fracRC.y;\n let bottom = bottomLeft + (bottomRight - bottomLeft) * fracRC.y;\n let newValue = top + (bottom - top) * fracRC.x;\n\n setOutputAtIndex(index, newValue);\n }\n }\n `}}const ns={kernelName:i.ResizeBilinear,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{images:i}=e,{alignCorners:o,size:a,halfPixelCenters:s}=r,[u,l]=a,c=[{type:"float32",data:[o&&u>1?1:0,o&&l>1?1:0]},{type:"float32",data:[s?.5:0]}],h=new es(i.shape,u,l);return n.runWebGPUProgram(h,[i],"float32",c)}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class rs{constructor(t,e){this.variableNames=["dy"],this.uniforms="effectiveXSize : vec2, effectiveYSize : vec2, heightScale : f32, widthScale : f32,\n invHeightScale : f32, invWidthScale : f32, winHeight : i32, winWidth : i32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.alignCorners=e,this.shaderKey=`resizeBilinearBackprop_${e}`}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getOutputCoords();\n let b = coords[0];\n let d = coords[3];\n let r = coords[1];\n let c = coords[2];\n\n var accumulator = 0.0;\n\n // Compute bounds for where in dy we will look\n let startRLerp = floor(f32(r) * uniforms.invHeightScale);\n let startDyR = i32(startRLerp - f32(uniforms.winHeight / 2));\n\n let startCLerp = floor(f32(c) * uniforms.invWidthScale);\n let startDyC = i32(startCLerp - f32(uniforms.winWidth / 2));\n\n // Loop over dy\n for (var dyROffset = 0; dyROffset < uniforms.winHeight; dyROffset++) {\n let dyR = startDyR + dyROffset;\n\n // Guard against the window exceeding the bounds of dy\n if (dyR < 0 || dyR >= uniforms.dyShape[1]) {\n continue;\n }\n\n for (var dyCOffset = 0; dyCOffset < uniforms.winWidth; dyCOffset++) {\n let dyC = startDyC + dyCOffset;\n\n // Guard against the window exceeding the bounds of dy\n if (dyC < 0 || dyC >= uniforms.dyShape[2]) {\n continue;\n }\n\n let dxR = f32(dyR) * uniforms.heightScale;\n let topDxRIndex = i32(floor(dxR));\n let bottomDxRIndex = i32(min(ceil(dxR), f32(uniforms.outShape[1] - 1)));\n let dxRLerp = dxR - f32(topDxRIndex);\n let inverseDxRLerp = 1.0 - dxRLerp;\n\n let dxC = f32(dyC) * uniforms.widthScale;\n let leftDxCIndex = i32(floor(dxC));\n let rightDxCIndex = i32(min(ceil(dxC), f32(uniforms.outShape[2] - 1)));\n let dxCLerp = dxC - f32(leftDxCIndex);\n let inverseDxCLerp = 1.0 - dxCLerp;\n\n if (r == topDxRIndex && c == leftDxCIndex) {\n // topLeft\n accumulator +=\n getDy(b, dyR, dyC, d) * inverseDxRLerp * inverseDxCLerp;\n }\n\n if (r == topDxRIndex && c == rightDxCIndex) {\n // topRight\n accumulator += getDy(b, dyR, dyC, d) * inverseDxRLerp * dxCLerp;\n }\n\n if (r == bottomDxRIndex && c == leftDxCIndex) {\n // bottomLeft\n accumulator += getDy(b, dyR, dyC, d) * dxRLerp * inverseDxCLerp;\n }\n\n if (r == bottomDxRIndex && c == rightDxCIndex) {\n // bottomRight\n accumulator += getDy(b, dyR, dyC, d) * dxRLerp * dxCLerp;\n }\n }\n }\n // End loop over dy\n\n setOutputAtIndex(index, accumulator);\n }\n }\n `}}const is={kernelName:i.ResizeBilinearGrad,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{images:i,dy:o}=e,{alignCorners:a}=r,[,s,u]=i.shape,[,l,c]=o.shape,h=[a&&l>1?s-1:s,a&&c>1?u-1:u],d=[a&&l>1?l-1:l,a&&c>1?c-1:c],f=h[0]/d[0],p=h[1]/d[1],m=1/f,g=1/p,v=2*Math.ceil(m)+2,y=2*Math.ceil(g)+2,b=new rs(i.shape,a),x=[{type:"int32",data:h},{type:"int32",data:d},{type:"float32",data:[f]},{type:"float32",data:[p]},{type:"float32",data:[m]},{type:"float32",data:[g]},{type:"int32",data:[v]},{type:"int32",data:[y]}];return n.runWebGPUProgram(b,[o],o.dtype,x)}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class os{constructor(t,e,n,r){this.variableNames=["x"],this.uniforms="adjustHeightWidth : vec2, roundBase : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=[t[0],e,n,t[3]],this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.halfPixelCenters=r,this.shaderKey=`resizeNearest_${r}`}getUserCode(){let t;t=this.halfPixelCenters?"max((vec2(rc) + vec2(0.5)) * effectiveInputOverOutputRatioRC, vec2(0.0))":"vec2(rc) * effectiveInputOverOutputRatioRC";return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let b = coords[0];\n let d = coords[3];\n let rc = coords.yz;\n\n let effectiveInSize = vec2(\n f32(uniforms.xShape.y) - uniforms.adjustHeightWidth[0],\n f32(uniforms.xShape.z) - uniforms.adjustHeightWidth[1]);\n\n let effectiveOutSize = vec2(\n f32(uniforms.outShape.y) - uniforms.adjustHeightWidth[0],\n f32(uniforms.outShape.z) - uniforms.adjustHeightWidth[1]);\n\n let effectiveInputOverOutputRatioRC =\n effectiveInSize / effectiveOutSize;\n\n // Fractional source index\n let sourceFracIndexRC = ${t};\n\n // Compute the coordinators of nearest neighbor point.\n let inputShapeRC = vec2(f32(uniforms.xShape.y), f32(uniforms.xShape.z));\n let sourceNearestRC = vec2(\n min(inputShapeRC - 1.0, floor(sourceFracIndexRC + uniforms.roundBase)));\n let newValue = getX(b, sourceNearestRC.x, sourceNearestRC.y, d);\n\n setOutputAtIndex(index, newValue);\n }\n }\n `}}const as={kernelName:i.ResizeNearestNeighbor,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{images:i}=e,{alignCorners:o,halfPixelCenters:a,size:s}=r,[u,l]=s,c=[{type:"float32",data:[o&&u>1?1:0,o&&l>1?1:0]},{type:"float32",data:[o?.5:0]}],h=new os(i.shape,u,l,a);return n.runWebGPUProgram(h,[i],i.dtype,c)}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class ss{constructor(t,e){this.variableNames=["dy"],this.uniforms="effectiveXSize : vec2, effectiveYSize : vec2, invHeightScale : f32, invWidthScale : f32,\n winHeight : i32, winWidth : i32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.alignCorners=e,this.shaderKey=`resizeNearestNeigborBackprop_${e}`}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getOutputCoords();\n let b = coords[0];\n let d = coords[3];\n let r = coords[1];\n let c = coords[2];\n\n var accumulator = 0.0;\n\n // Compute bounds for where in dy we will look\n let startRLerp = floor(f32(r) * uniforms.invHeightScale);\n let startDyR = i32(floor(startRLerp - f32(uniforms.winHeight / 2)));\n\n let startCLerp = floor(f32(c) * uniforms.invWidthScale);\n let startDyC = i32(floor(startCLerp - f32(uniforms.winWidth / 2)));\n\n // Loop over dy\n for (var dyROffset = 0; dyROffset < uniforms.winHeight; dyROffset++) {\n let dyR = startDyR + dyROffset;\n\n // Guard against the window exceeding the bounds of dy\n if (dyR < 0 || dyR >= uniforms.dyShape[1]) {\n continue;\n }\n\n for (var dyCOffset = 0; dyCOffset < uniforms.winWidth; dyCOffset++) {\n let dyC = startDyC + dyCOffset;\n\n // Guard against the window exceeding the bounds of dy\n if (dyC < 0 || dyC >= uniforms.dyShape[2]) {\n continue;\n }\n\n let sourceFracRow = f32(uniforms.effectiveXSize[0]) *\n (f32(dyR) / f32(uniforms.effectiveYSize[0]));\n\n let sourceFracCol = f32(uniforms.effectiveXSize[1]) *\n (f32(dyC) / f32(uniforms.effectiveYSize[1]));\n\n let sourceNearestRow =\n i32(min(f32(uniforms.outShape[1] - 1),\n ${this.alignCorners?"floor(sourceFracRow + 0.5)":"floor(sourceFracRow)"}));\n\n let sourceNearestCol =\n i32(min(f32(uniforms.outShape[2] - 1),\n ${this.alignCorners?"floor(sourceFracCol + 0.5)":"floor(sourceFracCol)"}));\n\n if (r == sourceNearestRow && c == sourceNearestCol) {\n accumulator += getDy(b, dyR, dyC, d);\n }\n }\n }\n // End loop over dy\n\n setOutputAtIndex(index, accumulator);\n }\n }\n `}}const us={kernelName:i.ResizeNearestNeighborGrad,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{images:i,dy:o}=e,{alignCorners:a}=r,[,s,u]=i.shape,[,l,c]=o.shape,h=[a&&l>1?s-1:s,a&&c>1?u-1:u],d=[a&&l>1?l-1:l,a&&c>1?c-1:c],f=1/(h[0]/d[0]),p=1/(h[1]/d[1]),m=2*Math.ceil(f)+2,g=2*Math.ceil(p)+2,v=new ss(i.shape,a),y=[{type:"int32",data:h},{type:"int32",data:d},{type:"float32",data:[f]},{type:"float32",data:[p]},{type:"int32",data:[m]},{type:"int32",data:[g]}];return n.runWebGPUProgram(v,[o],o.dtype,y)}}; +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class ls{constructor(t){this.variableNames=["x"],this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.uniforms=" axis : vec4,",this.shaderKey="reverse"}getUserCode(){return`\n \n // Using uniform variables as judging conditions, so the function has\n // coherent execution within all threads.\n fn getReverseCoords(coords : vec4) -> vec4 {\n var reverseCoords = coords;\n if (uniforms.axis[0] == 1) {\n reverseCoords[0] = uniforms.xShape[0] - coords[0] - 1;\n }\n if (uniforms.axis[1] == 1) {\n reverseCoords[1] = uniforms.xShape[1] - coords[1] - 1;\n }\n if (uniforms.axis[2] == 1) {\n reverseCoords[2] = uniforms.xShape[2] - coords[2] - 1;\n }\n if (uniforms.axis[3] == 1) {\n reverseCoords[3] = uniforms.xShape[3] - coords[3] - 1;\n }\n\n return reverseCoords;\n }\n \n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let reverseCoords = getReverseCoords(coords);\n setOutputAtIndex(index, getX(reverseCoords[0],\n reverseCoords[1], reverseCoords[2], reverseCoords[3]));\n }\n }\n `}}const cs={kernelName:i.Reverse,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{dims:a}=r,s=o.shape.length;if(0===s)return Pe({inputs:{x:o},backend:n});const u=o.shape,l=[1,1,1,1];u.forEach(((t,e)=>{l[e+4-s]=t}));const c=i.util.parseAxisParam(a,o.shape),h=[0,0,0,0];c.forEach((t=>{h[t+4-s]=1}));const d=[{type:"int32",data:h}],f=Ae({inputs:{x:o},backend:n,attrs:{shape:l}}),p=new ls(l),m=n.runWebGPUProgram(p,[f],f.dtype,d);n.disposeData(f.dataId);const g=Ae({inputs:{x:m},backend:n,attrs:{shape:u}});return n.disposeData(m.dataId),g}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class hs{constructor(t,e){this.outputShape=[],this.variableNames=["x"],this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.uniforms="centerX : f32, centerY : f32, sinRadians : f32,\n cosRadians : f32,",this.shaderKey="rotate",this.outputShape=t,"number"==typeof e?(this.uniforms+=" fillValue : f32,",this.fillSnippet="var outputValue = uniforms.fillValue;",this.shaderKey+="_float"):(this.uniforms+=" fillValue : vec3,",this.fillSnippet="var outputValue = uniforms.fillValue[coords[3]];",this.shaderKey+="_vec3")}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let coordXFloat = (f32(coords[2]) - uniforms.centerX) *\n uniforms.cosRadians - (f32(coords[1]) - uniforms.centerY) *\n uniforms.sinRadians;\n let coordYFloat = (f32(coords[2]) - uniforms.centerX) *\n uniforms.sinRadians + (f32(coords[1]) - uniforms.centerY) *\n uniforms.cosRadians;\n let coordX = i32(round(coordXFloat + uniforms.centerX));\n let coordY = i32(round(coordYFloat + uniforms.centerY));\n ${this.fillSnippet}\n if(coordX >= 0 && coordX < uniforms.xShape[2] && coordY >= 0 &&\n coordY < uniforms.xShape[1]) {\n outputValue = getX(coords[0], coordY, coordX, coords[3]);\n }\n setOutputAtIndex(index, outputValue);\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const ds={kernelName:i.RotateWithOffset,backendName:"webgpu",kernelFunc:({inputs:t,attrs:e,backend:n})=>{const{image:r}=t,{radians:o,fillValue:a,center:s}=e,u=n,l=new hs(r.shape,a),[c,h]=i.backend_util.getImageCenter(s,r.shape[1],r.shape[2]),d=[{type:"float32",data:[c]},{type:"float32",data:[h]},{type:"float32",data:[Math.sin(o)]},{type:"float32",data:[Math.cos(o)]}];"number"==typeof a?d.push({type:"float32",data:[Number.parseFloat(a.toFixed(2))]}):d.push({type:"float32",data:a});return u.runWebGPUProgram(l,[r],r.dtype,d)}},fs=ze({opType:yt.ROUND}),ps={kernelName:i.Round,backendName:"webgpu",kernelFunc:fs},ms=ze({opType:yt.RSQRT,cpuKernelImpl:hn}),gs={kernelName:i.Rsqrt,backendName:"webgpu",kernelFunc:ms}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class vs{constructor(t,e,n,r,i,o,a,s=!0){this.variableNames=["updates","indices"],this.workgroupSize=[64,1,1],this.atomic=!0,this.outputShape=o,this.type=a,this.sumDupeIndices=s,this.dispatchLayout=L(t),this.dispatch=I(this.dispatchLayout,t,this.workgroupSize),this.sliceDimGreaterThanOne=e>1,this.shaderKey=`scatter_${n}_${r}_${this.sliceDimGreaterThanOne}_${a}_${s}_${i.length}`;const u=v(i.length);this.uniforms=`sliceDim : i32, strides: ${u}, updatesSize: i32,`,this.updatesRank=r,this.indicesRank=n}getUserCode(){let t="";1===this.indicesRank?t="coords[0]":2===this.indicesRank&&(t="coords[0], j");const e=`getIndices(${t})`,n=this.sliceDimGreaterThanOne?"uniforms.strides[j]":"uniforms.strides";let r="",i="";1===this.dispatchLayout.x.length?(r="flattenedIndex",i="\n fn getUpdatesCoordsFromFlatIndex(index : i32) -> i32 {\n return index;\n }\n "):2===this.dispatchLayout.x.length&&(r="vec2(flattenedIndex, coords[1])",i="\n fn getUpdatesCoordsFromFlatIndex(index : i32) -> vec2 {\n // N.B. |updates| could be a scalar tensor, conceptually representing a\n // 2D tensor with all values equal to that. By design, its size must be\n // the same as |outShape[1]| in one dimension, and |indicesShape[0]|\n // gives the other.\n let sliceSize = uniforms.outShape[1];\n let d0 = index / sliceSize;\n let d1 = index - d0 * sliceSize;\n return vec2(d0, d1);\n }\n ");const o=`getUpdates(${Array.from({length:this.updatesRank},((t,e)=>`coords[${e}]`)).join(", ")})`;return`\n ${i}\n ${b("index")} {\n if (index < uniforms.updatesSize) {\n let coords = getUpdatesCoordsFromFlatIndex(index);\n var flattenedIndex = 0;\n for (var j = 0; j < uniforms.sliceDim; j = j + 1) {\n let indexInside = i32(round(${e}));\n flattenedIndex = flattenedIndex + indexInside * ${n};\n }\n let updateValue =\n ${A(this.type)}(${o});\n let flatIndex = getOutputIndexFromCoords(${r});\n\n ${this.sumDupeIndices?f("&result[flatIndex]","updateValue",this.type):"atomicStore(&result[flatIndex], bitcast(updateValue));"}\n }\n }`}}const ys={kernelName:i.ScatterNd,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{indices:o,updates:a}=e,{shape:s}=r,{sliceRank:u,numUpdates:l,sliceSize:c,strides:h,outputSize:d}=i.backend_util.calculateShapes(a,o,s),f=[d/c,c];if(0===d)return n.makeTensorInfo(s,o.dtype);const p=Ae({inputs:{x:o},backend:n,attrs:{shape:[l,u]}}),m=Ae({inputs:{x:a},backend:n,attrs:{shape:[l,c]}}),g=m.dtype,v=Ee({backend:n,attrs:{shape:f,value:0,dtype:g}}),y=[{type:"int32",data:[u]},{type:"int32",data:h},{type:"int32",data:[i.util.sizeFromShape(m.shape)]}],b=new vs(m.shape,u,p.shape.length,m.shape.length,h,f,g),x=n.runWebGPUProgram(b,[m,p],g,y,v),w=Ae({inputs:{x},backend:n,attrs:{shape:s}});return n.disposeData(p.dataId),n.disposeData(m.dataId),n.disposeData(x.dataId),w}}; +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class bs{constructor(t,e){this.outputShape=[],this.variableNames=["sortedSequence","values"],this.uniforms="numInputs : i32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.side=e,this.shaderKey=`search_sorted_${e}`}getUserCode(){return`\n fn findBound(batch: i32, value: f32) -> i32 {\n var left = i32(0);\n var right = uniforms.numInputs;\n while (left < right) {\n var mid = (left + right) / 2;\n if (getSortedSequence(batch, mid) ${"left"===this.side?"<":"<="} value) {\n left = mid + 1;\n } else {\n right = mid;\n }\n }\n return right;\n }\n\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let value = getValuesByOutputIndex(index);\n setOutputAtIndexI32(index, findBound(coords[0], value));\n }\n }\n `}}const xs={kernelName:i.SearchSorted,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{sortedSequence:i,values:o}=e,{side:a}=r,s=new bs([o.shape[0],o.shape[1]],a),u=[{type:"int32",data:[i.shape[1]]}];return n.runWebGPUProgram(s,[i,o],"int32",u)}}; +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class ws{constructor(t,e,n){this.variableNames=["c","a","b"],this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=e,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.cRank=t,this.rank=n,this.shaderKey="select"}getUserCode(){let t,e;if(this.rank>4)throw Error(`Where for rank ${this.rank} is not yet supported`);if(1===this.rank)e="resRC",t="resRC";else{const n=["resRC.x","resRC.y","resRC.z","resRC.w"],r=[],i=[];for(let t=0;t= 1.0) {\n setOutputAtIndex(index, getA(${e}));\n } else {\n setOutputAtIndex(index, getB(${e}));\n }\n }\n }\n `}}const _s={kernelName:i.Select,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n}=t,{condition:r,t:o,e:a}=e,s=new ws(r.shape.length,o.shape,o.shape.length);return n.runWebGPUProgram(s,[r,o,a],(0,i.upcastType)(o.dtype,a.dtype))}},Ss=ze({opType:yt.SELU}),Es={kernelName:i.Selu,backendName:"webgpu",kernelFunc:Ss},Ms=ze({opType:yt.SIGMOID}),As={kernelName:i.Sigmoid,backendName:"webgpu",kernelFunc:Ms},Cs=ze({opType:yt.SIGN}),Ts={kernelName:i.Sign,backendName:"webgpu",kernelFunc:Cs},ks=ze({opType:yt.SIN}),Is={kernelName:i.Sin,backendName:"webgpu",kernelFunc:ks},Ns=ze({opType:yt.SINH}),Ps={kernelName:i.Sinh,backendName:"webgpu",kernelFunc:Ns},Os=ze({opType:yt.SOFTPLUS}),Ls={kernelName:i.Softplus,backendName:"webgpu",kernelFunc:Os}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Rs{constructor(t,e,n,r,i,o){this.variableNames=["x"],this.outputShape=[],this.uniforms="",this.workgroupSize=[64,1,1],this.size=!0;const a=new Array(r.length);for(let t=0;t{this.uniforms+=` pad${e} : vec2,`})),this.shaderKey=`spaceToBatchND_${i}`}getUserCode(){const t=v(this.outputShape.length),e=Ln(this.newDim);return`\n ${S(this.paddedXShape,"PaddedX")}\n ${b("index")} {\n if(index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n let switchedIndex = getIndexFromCoords${this.outputShape.length}D(${t}(${e}), uniforms.reshapedPaddedXShape);\n let paddedCoords = getPaddedXCoordsFromIndex(switchedIndex);\n ${Ba(this.xShape,!0)}\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const Ds={kernelName:i.SpaceToBatchND,backendName:"webgpu",kernelFunc:t=>{const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{blockShape:a,paddings:s}=r;i.util.assert(o.shape.length<=4,(()=>"spaceToBatchND for rank > 4 with a WebGPU backend not implemented yet"));const u=a.reduce(((t,e)=>t*e)),l=[[0,0]];l.push(...s);for(let t=1+a.length;tt[0]+o.shape[e]+t[1])),h=i.backend_util.getReshaped(c,a,u,!1),d=i.backend_util.getPermuted(h.length,a.length,!1),f=i.backend_util.getReshapedPermuted(c,a,u,!1),p=i.util.computeStrides(c),m=new Rs(o.shape,c,l,h,d,p.length),g=[{type:"int32",data:h},{type:"int32",data:p}];l.map((t=>g.push({type:"int32",data:[t[0],t[1]]})));const v=n.runWebGPUProgram(m,[o],o.dtype,g),y=Ae({inputs:{x:v},backend:n,attrs:{shape:f}});return n.disposeData(v.dataId),y}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class zs{constructor(t,e,n){this.variableNames=["input","indices","segmentIds"],this.outputShape=[],this.uniforms="segmentSize : i32, sparseSize : i32,",this.workgroupSize=[64,1,1],this.atomic=!0,this.outputShape=t,this.type=n,this.dispatchLayout=L([e]),this.dispatch=I(this.dispatchLayout,[e],this.workgroupSize),this.shaderKey="sparseSegmentSum"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.sparseSize) {\n let indexInSegmentIds = index / uniforms.segmentSize;\n let indexInSegment = index % uniforms.segmentSize;\n let indexInInput = indices[indexInSegmentIds];\n let segmentId = segmentIds[indexInSegmentIds];\n\n let value = input[indexInInput * uniforms.segmentSize + indexInSegment];\n let outIndex = segmentId * uniforms.segmentSize + indexInSegment;\n ${f("&result[outIndex]","value",this.type)}\n }\n }\n `}}class Fs{constructor(t,e){this.variableNames=["segmentIds"],this.outputShape=[],this.workgroupSize=[64,1,1],this.atomic=!0,this.outputShape=[t],this.dispatchLayout=L(e),this.dispatch=I(this.dispatchLayout,e,this.workgroupSize),this.shaderKey="sparseSegmentIdCountProgram"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.segmentIdsShape) {\n let segmentId = segmentIds[index];\n ${f("&result[segmentId]","1","int32")}\n }\n }\n `}}class Bs{constructor(t,e){this.variableNames=["segmentSum","sameSegmentIdCount"],this.outputShape=[],this.uniforms="segmentSize : i32",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.type=e,this.dispatchLayout=L(t),this.dispatch=I(this.dispatchLayout,t,this.workgroupSize),this.shaderKey="sparseSegmentMean"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let segmentId = index / uniforms.segmentSize;\n let count = sameSegmentIdCount[segmentId];\n if (count != 0) {\n ${"float32"===this.type?"setOutputAtIndex(index, segmentSum[index] / f32(count));":"setOutputAtIndexI32(index, segmentSum[index] / count);"}\n }\n }\n }\n `}} +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function Us(t,e,n,r=!1,o){const a=i.util.sizeFromShape(t.shape)/t.shape[0],s=t.dtype,u=i.util.sizeFromShape(e.shape),l=o.readSync(n.dataId),c=u>0?l[u-1]+1:0;let h;const d=t.shape.slice();d[0]=c;const f=u*a,p=Ee({backend:o,attrs:{shape:d,value:0,dtype:s}});h=new zs(d,f,s);let m=[{type:"int32",data:[a]},{type:"int32",data:[f]}];const g=o.runWebGPUProgram(h,[t,e,n],s,m,p);if(r)return g;const v=Ee({backend:o,attrs:{shape:[c],value:0,dtype:"int32"}});h=new Fs(c,n.shape);const y=o.runWebGPUProgram(h,[n],"int32",null,v),b=Ee({backend:o,attrs:{shape:d,value:0,dtype:s}});h=new Bs(d,s),m=[{type:"int32",data:[a]}];const x=o.runWebGPUProgram(h,[g,y],s,m,b);return o.disposeData(g.dataId),o.disposeData(y.dataId),x}const js={kernelName:i.SparseSegmentMean,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n}=t,{data:r,indices:i,segmentIds:o}=e;return Us(r,i,o,!1,n)}};const Vs={kernelName:i.SparseSegmentSum,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n}=t,{data:r,indices:i,segmentIds:o}=e;return Us(r,i,o,!0,n)}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Hs{constructor(t,e){this.variableNames=["A"],this.workgroupSize=[64,1,1],this.size=!0;const n=new Array(t.length);for(let r=0;r=5)throw Error(`Tile for rank ${t} is not yet supported`);if(1===t)return`(resRC % ${e}aShape)`;const n=["resRC.x","resRC.y","resRC.z","resRC.w"],r=[];for(let i=0;i=5){const t=n.readSync(o.dataId),e="string"===o.dtype?t.map((t=>i.util.decodeString(t))):t,r=(0,i.buffer)(o.shape,o.dtype,e),s=yn(r,a);return n.makeTensorInfo(s.shape,s.dtype,s.values)}const s=new Hs(o.shape,a);return n.runWebGPUProgram(s,[o],o.dtype)}const Ws={kernelName:i.Tile,backendName:"webgpu",kernelFunc:Gs};const Xs={kernelName:i.SparseToDense,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{sparseIndices:o,sparseValues:a,defaultValue:s}=e,{outputShape:u}=r,{sliceRank:l,numUpdates:c,sliceSize:h,strides:d,outputSize:f}=i.backend_util.calculateShapes(a,o,u),p=!1;if("string"===a.dtype){const t=n.bufferSync(o),e=n.bufferSync(a),r=i.util.decodeString(n.readSync(s.dataId)[0]),m=dn(t,e,u,f,h,c,l,d,r,p);return n.makeTensorInfo(u,m.dtype,m.values)}const m=[f/h,h],g=Ae({inputs:{x:o},backend:n,attrs:{shape:[c,l]}}),v=a.shape.length?Ae({inputs:{x:a},backend:n,attrs:{shape:[c,h]}}):Pe({inputs:{x:a},backend:n}),y=v.dtype,b=n.makeTensorInfo([],y,i.util.makeZerosTypedArray(1,y)),x=Ae({inputs:{x:s},backend:n,attrs:{shape:Array(m.length).fill(1)}}),w=Gs({inputs:{x},backend:n,attrs:{reps:m}}),_=[{type:"int32",data:[l]},{type:"int32",data:d},{type:"int32",data:[i.util.sizeFromShape([c,h])]}];switch(c){case 0:break;case 1:{const t=new vs([c,h],l,g.shape.length,v.shape.length,d,m,y,p);n.runWebGPUProgram(t,[v,g],y,_,w)}break;default:{const t=new vs([c,h],l,g.shape.length,b.shape.length,d,m,y,p);n.runWebGPUProgram(t,[b,g],y,_,w)}{const t=new vs([c,h],l,g.shape.length,v.shape.length,d,m,y);n.runWebGPUProgram(t,[v,g],y,_,w)}}const S=Ae({inputs:{x:w},backend:n,attrs:{shape:u}});return n.disposeData(g.dataId),n.disposeData(v.dataId),n.disposeData(x.dataId),n.disposeData(b.dataId),n.disposeData(w.dataId),S}};const Ys={kernelName:i.SplitV,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{numOrSizeSplits:a,axis:s}=r,u=i.util.parseAxisParam(s,o.shape)[0],l=i.backend_util.prepareSplitSize(o,a,u),c=o.shape.length,h=new Array(c).fill(0),d=o.shape.slice();return l.map((t=>{const e=[...d];e[u]=t;const r=yr({inputs:{x:o},backend:n,attrs:{begin:h,size:e}});return h[u]+=t,r}))}},qs=ze({opType:yt.SQRT}),$s={kernelName:i.Sqrt,backendName:"webgpu",kernelFunc:qs},Ks={kernelName:i.Square,backendName:"webgpu",kernelFunc:({inputs:t,backend:e})=>{const{x:n}=t,r=e,i=new De(n.shape,yt.SQUARE);return r.runWebGPUProgram(i,[n],n.dtype)}},Zs=Fe({opType:j.SQUARED_DIFFERENCE}),Qs={kernelName:i.SquaredDifference,backendName:"webgpu",kernelFunc:Zs};const Js={kernelName:i.Step,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2022 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function({inputs:t,attrs:e,backend:n}){const{x:r}=t,i=new De(r.shape,yt.STEP,"stepAlpha : f32,"),o=[{type:"float32",data:[e.alpha]}];return n.runWebGPUProgram(i,[r],r.dtype,o)}}; +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class tu{constructor(t){this.variableNames=["x"],this.workPerThread=1,this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize,[this.workPerThread,1,1]);const e=v(this.outputShape.length);this.uniforms=`begin : ${e}, strides : ${e}, `,this.shaderKey="stridedSlice"}getUserCode(){let t="";if(1===this.outputShape.length)t="coords * uniforms.strides + uniforms.begin";else{let e=0;t=this.outputShape.map(((t,n)=>(e++,1===this.outputShape.length?`coords * uniforms.strides[${n}] + uniforms.begin[${n}]`:`coords[${e-1}] * uniforms.strides[${n}] + uniforms.begin[${n}]`))).join(",")}return`\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n setOutputAtIndex(index, getX(${t}));\n }\n }\n `}}const eu={kernelName:i.StridedSlice,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o}=e,{begin:a,end:s,strides:u,beginMask:l,endMask:c,ellipsisMask:h,newAxisMask:d,shrinkAxisMask:f}=r,{finalShapeSparse:p,finalShape:m,isIdentity:g,sliceDim0:v,isSimpleSlice:y,begin:b,end:x,strides:w}=i.slice_util.sliceInfo(o.shape,a,s,u,l,c,h,d,f);let _;if(g)_=Ae({inputs:{x:o},backend:n,attrs:{shape:m}});else if(v||y){i.util.assert(o.shape.length>=1,(()=>`Input must have rank at least 1, got: ${o.shape.length}`));const t=i.slice_util.computeOutShape(b,x,w),e=yr({inputs:{x:o},backend:n,attrs:{begin:b,size:t}});_=Ae({inputs:{x:e},backend:n,attrs:{shape:m}}),n.disposeData(e.dataId)}else{if(n.shouldExecuteOnCPU([o])){const t=n.readSync(o.dataId),e=(0,i.buffer)(o.shape,o.dtype,t),r=mn(p,e,w,b);_=n.makeTensorInfo(m,o.dtype,r.values)}else{const t=new tu(p),e=[{type:"int32",data:b},{type:"int32",data:w}],r=n.runWebGPUProgram(t,[o],o.dtype,e);_=Ae({inputs:{x:r},backend:n,attrs:{shape:m}}),n.disposeData(r.dataId)}}return _}};const nu={kernelName:i.StringNGrams,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{separator:i,nGramWidths:o,leftPad:a,rightPad:s,padWidth:u,preserveShortSequences:l}=r,{data:c,dataSplits:h}=e,d=n.readSync(c.dataId),f=n.readSync(h.dataId),[p,m]=gn(d,f,i,o,a,s,u,l);return[n.makeTensorInfo([p.length],"string",p),n.makeTensorInfo(h.shape,"int32",m)]}},ru=Fe({opType:j.SUB,cpuKernelImpl:vn,supportsComplex:!0}),iu={kernelName:i.Sub,backendName:"webgpu",kernelFunc:ru},ou=ze({opType:yt.TAN}),au={kernelName:i.Tan,backendName:"webgpu",kernelFunc:ou},su=ze({opType:yt.TANH}),uu={kernelName:i.Tanh,backendName:"webgpu",kernelFunc:su};const lu={kernelName:i.TensorScatterUpdate,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{tensor:o,indices:a,updates:s}=e,{}=r,{sliceRank:u,numUpdates:l,sliceSize:c,strides:h,outputSize:d}=i.backend_util.calculateShapes(s,a,o.shape),f=[d/c,c];if(0===d)return n.makeTensorInfo(o.shape,a.dtype);const p=[],m=Ae({inputs:{x:a},backend:n,attrs:{shape:[l,u]}});p.push(m);const g=Ae({inputs:{x:s},backend:n,attrs:{shape:[l,c]}});p.push(g);const v=Ae({inputs:{x:o},backend:n,attrs:{shape:f}});p.push(v);const y=Gs({inputs:{x:v},backend:n,attrs:{reps:Array(f.length).fill(1)}}),b=new vs([l,c],u,m.shape.length,g.shape.length,h,f,o.dtype,!1),x=[{type:"int32",data:[u]},{type:"int32",data:h},{type:"int32",data:[i.util.sizeFromShape([l,c])]}],w=n.runWebGPUProgram(b,[g,m],v.dtype,x,y);p.push(w);const _=Ae({inputs:{x:w},backend:n,attrs:{shape:o.shape}});return p.forEach((t=>n.disposeData(t.dataId))),_}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class cu{constructor(t){this.variableNames=["x","indices"],this.workgroupSize=[256,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.uniforms="inputSize : i32, firstPass : i32, negativeInf : f32,\n dir : i32, inc : i32,",this.shaderKey="swap"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let outC = getCoordsFromIndex(index);\n let batch = outC[0];\n let elemIdx = outC[1];\n // We compare elements pair-wise within a group of size 2 * inc.\n // The comparing rule for each group alternates between ascending\n // and descending. Within each group, we compare each pair at\n // positions i and i+inc. To decide whether an element at position i\n // is x0 or x1, we mod it by 2 * inc, if the result is smaller than\n // inc, it is in the first half of the group, we denote it as x0,\n // otherwise we denote it as x1.\n // For example, as shown in the Bitonic top K paper referenced\n // above, Figure5(a) shows that element[1] is in the second half of\n // the group when group size is 2, but it is in the first half of\n // the group when group size is 4.\n let isFirstInPair = elemIdx % (2 * uniforms.inc) < uniforms.inc;\n var i = 0;\n if (isFirstInPair) {\n i = elemIdx;\n } else {\n i = elemIdx - uniforms.inc;\n }\n\n var i0 = 0;\n if (uniforms.firstPass == 1) {\n i0 = i;\n } else {\n i0 = i32(getIndices(batch, i));\n }\n\n var i1 = 0;\n if (uniforms.firstPass == 1) {\n i1 = i + uniforms.inc;\n } else {\n i1 = i32(getIndices(batch, i + uniforms.inc));\n }\n\n var x0 = f32(0.0);\n var x1 = f32(0.0);\n if (i0 < uniforms.inputSize) {\n x0 = getX(batch, i0);\n } else {\n x0 = uniforms.negativeInf;\n }\n if (i1 < uniforms.inputSize) {\n x1 = getX(batch, i1);\n } else {\n x1 = uniforms.negativeInf;\n }\n\n let reverse = elemIdx % (2 * uniforms.dir) >= uniforms.dir;\n let isGreater = x0 > x1 || (x0 == x1 && i1 > i0);\n if (reverse == isGreater) {\n // Elements in opposite order of direction\n let iTemp = i0;\n i0 = i1;\n i1 = iTemp;\n }\n if (isFirstInPair) {\n setOutputAtIndex(index, f32(i0));\n } else {\n setOutputAtIndex(index, f32(i1));\n }\n }\n }\n `}}class hu{constructor(t){this.variableNames=["x","indices"],this.workgroupSize=[256,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.uniforms="inputSize : i32, firstPass : i32, k : i32,",this.shaderKey="merge"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.size) {\n let outC = getCoordsFromIndex(index);\n let batch = outC[0];\n let elemIdx = outC[1];\n // The output size is half of the previous size.\n // If the previous sequence is | | | | _ _ _ _ | | | | _ _ _ _\n // (k=4), we only need to output the indices at positions |, the\n // indices at positions _ can be thrown away, see Figure5(b) After\n // Phase 2 (Merge phase) in the Bitonic Top K paper referenced\n // above.\n // For example, the paper shows we only need to output the orange\n // bars. The output sequence should look like this | | | | | | | |.\n // Because the sequence is halved, to map the output index back to\n // the previous sequence to find the corresponding value, we need\n // to double the index. When we double the index, we basically\n // interpolate a position, so 2i looks like\n // | _ | _ | _ | _ | _ | _ | _. We move the | to the first k\n // position of each 2k positions by - elemIdx % k. E.g. for output\n // at index 4,5,6,7, we want to get the corresponding element at\n // original index 8,9,10,11, for output at index 8,9,10,11,\n // we want to get the corresponding element at original index\n // 16,17,18,19, so on and so forth.\n\n var i = 0;\n if (elemIdx < uniforms.k) {\n i = elemIdx;\n } else {\n i = elemIdx * 2 - elemIdx % uniforms.k;\n }\n var i0 = 0;\n if (uniforms.firstPass == 1) {\n i0 = i;\n } else {\n i0 = i32(getIndices(batch, i));\n }\n var i1 = 0;\n if (uniforms.firstPass == 1) {\n i1 = i + uniforms.k;\n } else {\n i1 = i32(getIndices(batch, i + uniforms.k));\n }\n\n let x0 = getX(batch, i0);\n var x1 = f32(0.0);\n if (i1 < uniforms.inputSize) {\n x1 = getX(batch, i1);\n } else {\n x1 = x0;\n }\n\n if (x0 >= x1) {\n setOutputAtIndex(index, f32(i0));\n } else {\n setOutputAtIndex(index, f32(i1));\n }\n }\n }\n `}} +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function du(t,e){null!==e&&t.disposeData(e.dataId)}function fu(t){let e=1;for(;enull===p?[h,h]:[h,p],g=(t,e,r)=>{const i=m(),o=new cu(r),a=[{type:"int32",data:[l]},{type:"int32",data:[null===p?1:0]},{type:"float32",data:[Number.NEGATIVE_INFINITY]},{type:"int32",data:[t]},{type:"int32",data:[e]}],s=p;p=n.runWebGPUProgram(o,i,"int32",a),du(n,s)};for(let t=1;t=1;n/=2)g(e,n,[c,f])}for(let t=f;t>d;t/=2){const e=m(),r=new hu([c,t/2]),i=[{type:"int32",data:[l]},{type:"int32",data:[null===p?1:0]},{type:"int32",data:[d]}],o=p;p=n.runWebGPUProgram(r,e,"int32",i),du(n,o);const a=d/2,s=2*a;for(let t=a;t>=1;t/=2)g(s,t,p.shape)}let v=p;p=yr({inputs:{x:p},backend:n,attrs:{begin:0,size:[c,a]}}),du(n,v);let y=Co({inputs:{x:h,indices:p},backend:n,attrs:{axis:1,batchDims:1}});du(n,h);const b=u.slice(0,-1);b.push(a),v=p,p=Ae({inputs:{x:p},attrs:{shape:b},backend:n}),du(n,v);const x=y;return y=Ae({inputs:{x:y},attrs:{shape:b},backend:n}),du(n,x),[y,p]}}; +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class mu{constructor(t){this.variableNames=["Image","Transforms"],this.uniforms="interpolationModeId : i32, fillModeId : i32, fillValue : f32,",this.workgroupSize=[64,1,1],this.size=!0,this.outputShape=t,this.dispatchLayout=L(this.outputShape),this.dispatch=I(this.dispatchLayout,this.outputShape,this.workgroupSize),this.shaderKey="transform"}getUserCode(){return`\n fn mapCoord(outCoord : f32, len : f32) -> f32{\n var inCoord = outCoord;\n if(uniforms.fillModeId == 2) {\n if (inCoord < 0.0) {\n if (len <= 1.0) {\n inCoord = 0.0;\n } else {\n let sz2 = 2.0 * len;\n if (inCoord < sz2) {\n inCoord = sz2 * f32(i32(f32(-inCoord / sz2))) +\n inCoord;\n }\n if (inCoord < -len) {\n inCoord = inCoord + sz2;\n } else {\n inCoord = -inCoord - 1.0;\n }\n }\n } else if (inCoord > len - 1.0) {\n if (len <= 1.0) {\n inCoord = 0.0;\n } else {\n let sz2 = 2.0 * len;\n inCoord = inCoord - sz2 * f32(i32(f32(inCoord / sz2)));\n if (inCoord >= len) {\n inCoord = sz2 - inCoord - 1.0;\n }\n }\n }\n return clamp(inCoord, 0.0, len - 1.0);\n } else if (uniforms.fillModeId == 3) {\n if (inCoord < 0.0) {\n if (len <= 1.0) {\n inCoord = 0.0;\n } else {\n let sz = len - 1.0;\n inCoord = inCoord + len * (f32(i32(f32(-inCoord / sz))) + 1.0);\n }\n } else if (inCoord > len - 1.0) {\n if (len <= 1.0) {\n inCoord = 0.0;\n } else {\n let sz = len - 1.0;\n inCoord = inCoord - len * f32(i32(f32(inCoord / sz)));\n }\n }\n return clamp(inCoord, 0.0, len - 1.0);\n } else if (uniforms.fillModeId == 4) {\n return clamp(outCoord, 0.0, len - 1.0);\n }\n return outCoord;\n }\n fn readWithFillValue(batch : i32, coordY : i32, coordX : i32,\n channel : i32) -> f32 {\n var outputValue : f32;\n if (0 <= coordY && coordY < uniforms.imageShape[1] && 0 <= coordX && coordX < uniforms.imageShape[2]) {\n outputValue = getImage(batch, coordY, coordX, channel);\n } else {\n outputValue = uniforms.fillValue;\n }\n return outputValue;\n }\n\n ${b("index")} {\n if (index < uniforms.size) {\n let coords = getCoordsFromIndex(index);\n var outputValue : f32;\n let batch = coords[0];\n let x = coords[2];\n let y = coords[1];\n let channel = coords[3];\n let xf = f32(x);\n let yf = f32(y);\n let a1 = getTransforms(batch, 0);\n let a2 = getTransforms(batch, 1);\n let a3 = getTransforms(batch, 2);\n let b1 = getTransforms(batch, 3);\n let b2 = getTransforms(batch, 4);\n let b3 = getTransforms(batch, 5);\n let c1 = getTransforms(batch, 6);\n let c2 = getTransforms(batch, 7);\n let projection = c1 * xf + c2 * yf + 1.0;\n if (projection == 0.0) {\n outputValue = uniforms.fillValue;\n } else {\n let inX = (a1 * xf + a2 * yf + a3) / projection;\n let inY = (b1 * xf + b2 * yf + b3) / projection;\n let mapX = mapCoord(inX, f32(uniforms.imageShape[2]));\n let mapY = mapCoord(inY, f32(uniforms.imageShape[1]));\n\n if (uniforms.interpolationModeId == 1) {\n let coordY = i32(round(mapY));\n let coordX = i32(round(mapX));\n outputValue = readWithFillValue(batch, coordY, coordX,\n channel);\n } else {\n let yFloor = floor(mapY);\n let xFloor = floor(mapX);\n let yCeil = yFloor + 1.0;\n let xCeil = xFloor + 1.0;\n let valueYFloor = (xCeil - mapX) *\n readWithFillValue(batch, i32(yFloor), i32(xFloor), channel) +\n (mapX - xFloor) *\n readWithFillValue(batch, i32(yFloor), i32(xCeil), channel);\n let valueYCeil = (xCeil - mapX) *\n readWithFillValue(batch, i32(yCeil), i32(xFloor), channel) +\n (mapX - xFloor) *\n readWithFillValue(batch, i32(yCeil), i32(xCeil), channel);\n outputValue = (yCeil - mapY) * valueYFloor +\n (mapY - yFloor) * valueYCeil;\n }\n }\n setOutputAtIndex(index, outputValue);\n }\n }\n `}}const gu={kernelName:i.Transform,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{image:i,transforms:o}=e,{interpolation:a,fillMode:s,fillValue:u,outputShape:l}=r,[c,h,d,f]=i.shape,[p,m]=null!=l?l:[h,d],g=new mu([c,p,m,f]),v="nearest"===a?1:2;let y;switch(s){case"constant":default:y=1;break;case"reflect":y=2;break;case"wrap":y=3;break;case"nearest":y=4}const b=[{type:"int32",data:[v]},{type:"int32",data:[y]},{type:"float32",data:[u]}];return n.runWebGPUProgram(g,[i,o],"float32",b)}};const vu={kernelName:i.Unpack,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2021 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{value:i}=e;let{axis:o}=r;o<0&&(o+=i.shape.length);const a=i,s=a.shape.length,u=i.shape[o],l=new Array(s-1);let c=0;for(let t=0;tn.disposeData(t.dataId))),p}}; +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class yu{constructor(t,e,n){if(this.outputShape=[],this.variableNames=["x","segmentIds"],this.uniforms="numSegments : i32, xSize: i32,",this.workgroupSize=[64,1,1],this.atomic=!0,this.outputShape=e,this.dispatchLayout=L(t),this.dispatch=I(this.dispatchLayout,t,this.workgroupSize),"float32"!==n&&"int32"!==n)throw new Error(`UnsortedSegmentSum only supports float32 and int32\n types, does not support ${n} type.`);this.type=n,this.shaderKey="unsortedSegmentSum"}getUserCode(){return`\n ${b("index")} {\n if (index < uniforms.xSize) {\n let coords = getXCoordsFromIndex(index);\n let b = coords[0];\n let inCol = coords[1];\n\n let segmentId = i32(getSegmentIds(inCol));\n if (segmentId >= 0) {\n let flatIndex = b * uniforms.numSegments + segmentId % uniforms.numSegments;\n let value = getX(b, inCol);\n\n ${f("&result[flatIndex]","value",this.type)}\n }\n }\n }\n `}}const bu=[ke,Sn,Mn,Cn,kn,Nn,Un,jn,Hn,Gn,Xn,qn,Kn,Qn,tr,lr,cr,fr,pr,mr,xr,Sr,Mr,Ir,Pr,Rr,Re,Fr,Gr,Kr,ei,ri,oi,ai,si,li,hi,fi,bi,xi,wi,Si,Ii,Ni,Ci,Oi,Ri,Fi,Bi,ji,Xi,qi,$i,Zi,Ji,eo,ro,oo,uo,Me,co,vo,fo,mo,wo,_o,So,Mo,To,Io,Po,Oe,Oo,jr,Ro,zo,Bo,Uo,Vo,Go,Xo,Ko,qo,Qo,ta,na,aa,ua,or,ca,ha,ga,da,ma,va,sr,ya,xa,_a,Ea,ka,Hi,Ia,Na,Pa,Cr,La,za,Fa,ja,Ha,Ga,Wa,Xa,kr,qa,Ka,Qa,ts,Ce,ns,is,as,us,cs,ds,ps,gs,ys,xs,_s,Es,As,Ts,Is,Ps,br,Js,eu,nu,Ta,Ls,Ds,js,Vs,Xs,Ys,$s,Ks,Qs,iu,Wi,au,uu,lu,Ws,pu,gu,Dn,vu,{kernelName:i.UnsortedSegmentSum,backendName:"webgpu",kernelFunc: +/** + * @license + * Copyright 2023 Google LLC. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function(t){const{inputs:e,backend:n,attrs:r}=t,{x:o,segmentIds:a}=e,{numSegments:s}=r,u=o.shape.length,l=[];let c=0;const h=i.backend_util.getAxesPermutation([c],u);let d=o;null!=h&&(d=Rn({inputs:{x:o},backend:n,attrs:{perm:h}}),l.push(d),c=i.backend_util.getInnerMostAxes(1,u)[0]);const f=i.backend_util.segment_util.computeOutShape(d.shape,c,s),p=i.util.sizeFromShape([d.shape[c]]),m=Ae({inputs:{x:d},backend:n,attrs:{shape:[-1,p]}});l.push(m);const g=o.dtype,v=[m.shape[0],s],y=Ee({backend:n,attrs:{shape:v,value:0,dtype:g}}),b=new yu(m.shape,v,g),x=[{type:"int32",data:[s]},{type:"int32",data:[i.util.sizeFromShape(m.shape)]}],w=n.runWebGPUProgram(b,[m,a],g,x,y),_=Ae({inputs:{x:w},backend:n,attrs:{shape:f}});l.push(w);let S=_;if(null!=h){l.push(_);const t=i.backend_util.getUndoAxesPermutation(h);S=Rn({inputs:{x:S},backend:n,attrs:{perm:t}})}return l.forEach((t=>n.disposeData(t.dataId))),S}},Da];for(const t of bu)(0,i.registerKernel)(t)} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */,5805:(t,e,n)=>{"use strict";n.d(e,{ox:()=>Wt});var r={};n.r(r),n.d(r,{json:()=>R});var i={};n.r(i),n.d(i,{json:()=>D});var o={};n.r(o),n.d(o,{json:()=>z});var a={};n.r(a),n.d(a,{json:()=>F});var s={};n.r(s),n.d(s,{json:()=>B});var u={};n.r(u),n.d(u,{json:()=>U});var l={};n.r(l),n.d(l,{json:()=>j});var c={};n.r(c),n.d(c,{json:()=>V});var h={};n.r(h),n.d(h,{json:()=>H});var d={};n.r(d),n.d(d,{json:()=>G});var f={};n.r(f),n.d(f,{json:()=>W});var p={};n.r(p),n.d(p,{json:()=>X});var m={};n.r(m),n.d(m,{json:()=>Y});var g={};n.r(g),n.d(g,{json:()=>q});var v={};n.r(v),n.d(v,{json:()=>$});var y={};n.r(y),n.d(y,{json:()=>K});var b={};n.r(b),n.d(b,{json:()=>Z});var x={};n.r(x),n.d(x,{json:()=>Q});var w={};n.r(w),n.d(w,{json:()=>J});var _=n(86748); +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * + * ============================================================================= + */ +var S,E;(0,_.env)().registerFlag("KEEP_INTERMEDIATE_TENSORS",(()=>!1),(t=>{t&&console.warn("Keep intermediate tensors is ON. This will print the values of all intermediate tensors during model inference. Not all models support this mode. For details, check e2e/benchmarks/ model_config.js. This significantly impacts performance.")})),function(t){t[t.DT_INVALID=0]="DT_INVALID",t[t.DT_FLOAT=1]="DT_FLOAT",t[t.DT_DOUBLE=2]="DT_DOUBLE",t[t.DT_INT32=3]="DT_INT32",t[t.DT_UINT8=4]="DT_UINT8",t[t.DT_INT16=5]="DT_INT16",t[t.DT_INT8=6]="DT_INT8",t[t.DT_STRING=7]="DT_STRING",t[t.DT_COMPLEX64=8]="DT_COMPLEX64",t[t.DT_INT64=9]="DT_INT64",t[t.DT_BOOL=10]="DT_BOOL",t[t.DT_QINT8=11]="DT_QINT8",t[t.DT_QUINT8=12]="DT_QUINT8",t[t.DT_QINT32=13]="DT_QINT32",t[t.DT_BFLOAT16=14]="DT_BFLOAT16",t[t.DT_QINT16=15]="DT_QINT16",t[t.DT_QUINT16=16]="DT_QUINT16",t[t.DT_UINT16=17]="DT_UINT16",t[t.DT_COMPLEX128=18]="DT_COMPLEX128",t[t.DT_HALF=19]="DT_HALF",t[t.DT_RESOURCE=20]="DT_RESOURCE",t[t.DT_VARIANT=21]="DT_VARIANT",t[t.DT_UINT32=22]="DT_UINT32",t[t.DT_UINT64=23]="DT_UINT64",t[t.DT_FLOAT_REF=101]="DT_FLOAT_REF",t[t.DT_DOUBLE_REF=102]="DT_DOUBLE_REF",t[t.DT_INT32_REF=103]="DT_INT32_REF",t[t.DT_UINT8_REF=104]="DT_UINT8_REF",t[t.DT_INT16_REF=105]="DT_INT16_REF",t[t.DT_INT8_REF=106]="DT_INT8_REF",t[t.DT_STRING_REF=107]="DT_STRING_REF",t[t.DT_COMPLEX64_REF=108]="DT_COMPLEX64_REF",t[t.DT_INT64_REF=109]="DT_INT64_REF",t[t.DT_BOOL_REF=110]="DT_BOOL_REF",t[t.DT_QINT8_REF=111]="DT_QINT8_REF",t[t.DT_QUINT8_REF=112]="DT_QUINT8_REF",t[t.DT_QINT32_REF=113]="DT_QINT32_REF",t[t.DT_BFLOAT16_REF=114]="DT_BFLOAT16_REF",t[t.DT_QINT16_REF=115]="DT_QINT16_REF",t[t.DT_QUINT16_REF=116]="DT_QUINT16_REF",t[t.DT_UINT16_REF=117]="DT_UINT16_REF",t[t.DT_COMPLEX128_REF=118]="DT_COMPLEX128_REF",t[t.DT_HALF_REF=119]="DT_HALF_REF",t[t.DT_RESOURCE_REF=120]="DT_RESOURCE_REF",t[t.DT_VARIANT_REF=121]="DT_VARIANT_REF",t[t.DT_UINT32_REF=122]="DT_UINT32_REF",t[t.DT_UINT64_REF=123]="DT_UINT64_REF"}(S||(S={})),function(t){let e;!function(t){t[t.LEGACY=0]="LEGACY",t[t.V1=1]="V1",t[t.V2=2]="V2"}(e=t.CheckpointFormatVersion||(t.CheckpointFormatVersion={}))}(E||(E={})); +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const M={};function A(t){return M[t]} +/** + * @license + * Copyright 2018 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function C(t,e,n,r,i){const o=e.inputParams[t];if(o&&void 0!==o.inputIndexStart){const t=o.inputIndexStart,a=0===o.inputIndexEnd?void 0:void 0===o.inputIndexEnd?t+1:o.inputIndexEnd,s=t<0?e.inputNames.length+t:t;if("tensor"===o.type)return T(e.inputNames[s],n,r,i);if("tensors"===o.type){const o=e.inputs.slice(t,a);return e.inputNames.slice(t,a).filter(((t,e)=>{var n;return"NoOp"!==(null===(n=o[e])||void 0===n?void 0:n.op)})).map((t=>T(t,n,r,i)))}const u=T(e.inputNames[s],n,r,i),l=u.dataSync();return"number"===o.type?l[0]:_.util.toNestedArray(u.shape,l)}const a=e.attrParams[t];return a&&a.value}function T(t,e,n,r){const[i,o]=P(t,n);if(null!=r){const t=r.getHashTableHandleByName(i);if(null!=t)return t}const a=n.currentContextIds.find((t=>!!e[N(i,t)]));return void 0!==a?e[N(i,a)][o]:void 0}function k(t,e,n){return e[N(t,n.currentContextId)]}function I(t,e){const[n,r,i]=P(t,e);return[N(n,e&&e.currentContextId),r,i]}function N(t,e){return e?`${t}-${e}`:t}function P(t,e){if(""===t)return["",0,void 0];const n=null!=e&&null!=e.parseNodeNameCache;if(n){const n=e.parseNodeNameCache.get(t);if(null!=n)return n}const r=t.split(":");let i;if(1===r.length)i=[t,0,void 0];else{const t=r[0],e=3===r.length?r[1]:void 0;i=[t,Number(r[r.length-1]),e]}return n&&e.parseNodeNameCache.set(t,i),i}function O(t,e,n){let r=C("pad",t,e,n);if("explicit"===r){r=C("explicitPaddings",t,e,n);const i=[[0,0],[0,0],[0,0],[0,0]];for(let t=0;t<4;t++)i[t][0]=r[2*t],i[t][1]=r[2*t+1];return i}return r}function L(t){return t.kept?t:(0,_.clone)(t)} +/** + * @license + * Copyright 2023 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const 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+/** + * @license + * Copyright 2018 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class tt{static get Instance(){return this._instance||(this._instance=new this)}constructor(){const t=[].concat(...[r,i,o,a,s,u,l,c,h,d,f,p,m,g,v,y,b,x,w].map((t=>t.json)));this.opMappers=t.reduce(((t,e)=>(t[e.tfOpName]=e,t)),{})}transformGraph(t,e={}){const n=t.node,r=[],i=[],o=[],a=n.reduce(((t,e)=>(t[e.name]=this.mapNode(e),e.op.startsWith("Placeholder")?r.push(t[e.name]):"Const"===e.op?i.push(t[e.name]):null!=e.input&&0!==e.input.length||o.push(t[e.name]),t)),{});let s=[];const u=[];let l={},c={};null!=e&&(l=this.mapSignatureEntries(e.inputs),c=this.mapSignatureEntries(e.outputs));const h=Object.keys(a);h.forEach((t=>{const e=a[t];e.inputNames.forEach(((t,n)=>{const[r,,i]=I(t),o=a[r];if(null!=o.outputs){const t=o.outputs.indexOf(i);if(-1!==t){const i=`${r}:${t}`;e.inputNames[n]=i}}e.inputs.push(o),o.children.push(e)}))})),0===Object.keys(c).length?h.forEach((t=>{const e=a[t];0===e.children.length&&u.push(e)})):Object.keys(c).forEach((t=>{const[e]=I(t),n=a[e];null!=n&&(n.signatureKey=c[t],u.push(n))})),Object.keys(l).length>0?Object.keys(l).forEach((t=>{const[e]=I(t),n=a[e];n&&(n.signatureKey=l[t],s.push(n))})):s=r;let d={};null!=t.library&&null!=t.library.function&&(d=t.library.function.reduce(((t,e)=>(t[e.signature.name]=this.mapFunction(e),t)),{}));const f={nodes:a,inputs:s,outputs:u,weights:i,placeholders:r,signature:e,functions:d};return o.length>0&&(f.initNodes=o),f}mapSignatureEntries(t){return Object.keys(t||{}).reduce(((e,n)=>(e[t[n].name]=n,e)),{})}mapNode(t){const e=A(t.op)||this.opMappers[t.op]||{};null==t.attr&&(t.attr={});const n={name:t.name,op:t.op,category:e.category,inputNames:(t.input||[]).map((t=>t.startsWith("^")?t.slice(1):t)),inputs:[],children:[],inputParams:{},attrParams:{},rawAttrs:t.attr,outputs:e.outputs};return null!=e.inputs&&(n.inputParams=e.inputs.reduce(((t,e)=>(t[e.name]={type:e.type,inputIndexStart:e.start,inputIndexEnd:e.end},t)),{})),null!=e.attrs&&(n.attrParams=e.attrs.reduce(((e,n)=>{const r=n.type;let i;switch(n.type){case"string":i=nt(t.attr,n.tfName,n.defaultValue),void 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i=[],o=[];t.signature.inputArg.forEach((t=>{const[e]=I(t.name),n={name:e,op:"Placeholder",inputs:[],inputNames:[],category:"graph",inputParams:{},attrParams:{dtype:{value:ot(t.type),type:"dtype"}},children:[]};n.signatureKey=t.name,i.push(n),r[e]=n}));Object.keys(r).forEach((t=>{const e=r[t];e.inputNames.forEach(((t,n)=>{const[i,,o]=I(t),a=r[i];if(null!=a.outputs){const t=a.outputs.indexOf(o);if(-1!==t){const r=`${i}:${t}`;e.inputNames[n]=r}}e.inputs.push(a),a.children.push(e)}))}));const a=t.ret;t.signature.outputArg.forEach((t=>{const[e,n]=I(a[t.name]),i=r[e];null!=i&&(i.defaultOutput=n,o.push(i))}));const s=this.mapArgsToSignature(t);return{nodes:r,inputs:i,outputs:o,weights:n,placeholders:[],signature:s}}mapArgsToSignature(t){return{methodName:t.signature.name,inputs:t.signature.inputArg.reduce(((t,e)=>(t[e.name]=this.mapArgToTensorInfo(e),t)),{}),outputs:t.signature.outputArg.reduce(((e,n)=>(e[n.name]=this.mapArgToTensorInfo(n,t.ret),e)),{})}}mapArgToTensorInfo(t,e){let n=t.name;return null!=e&&(n=e[n]),{name:n,dtype:t.type}}}function et(t,e){const n=Array.isArray(t)?String.fromCharCode.apply(null,t):function(t){const e=(0,_.env)().global;if(void 0!==e.atob)return e.atob(t);if("undefined"!=typeof Buffer)return new Buffer(t,"base64").toString();throw new Error("Unable to decode base64 in this environment. Missing built-in atob() or Buffer()")}(t);return e?n:n.toLowerCase()}function nt(t,e,n,r=!1){const i=t[e];return null!=i?et(i.s,r):n}function rt(t,e,n){const r=t[e];return r?r.b:n}function it(t,e,n){const r=t[e]||{},i=null!=r.i?r.i:null!=r.f?r.f:n;return"number"==typeof i?i:parseInt(i,10)}function ot(t){switch("string"==typeof t&&(t=S[t]),t){case S.DT_FLOAT:case S.DT_HALF:return"float32";case S.DT_INT32:case S.DT_INT64:case S.DT_INT8:case S.DT_UINT8:return"int32";case S.DT_BOOL:return"bool";case S.DT_DOUBLE:return"float32";case S.DT_STRING:return"string";case S.DT_COMPLEX64:case S.DT_COMPLEX128:return"complex64";default:return null}}function at(t,e,n){const r=t[e];return r&&r.func?r.func.name:n}function st(t,e,n){const r=t[e];return r&&r.type?ot(r.type):n}function ut(t,e,n){const r=t[e];return r&&r.list&&r.list.type?r.list.type.map((t=>ot(t))):n}function lt(t){if(!t.unknownRank)return null!=t.dim?t.dim.map((t=>"number"==typeof t.size?t.size:parseInt(t.size,10))):[]}function ct(t,e,n){const r=t[e];return r&&r.shape?lt(r.shape):n}function ht(t,e,n){const r=t[e];return r?((r.list.f&&r.list.f.length?r.list.f:r.list.i)||[]).map((t=>"number"==typeof t?t:parseInt(t,10))):n}function dt(t,e,n,r=!1){const i=t[e];return i&&i.list&&i.list.s?i.list.s.map((t=>et(t,r))):n}function ft(t,e,n){const r=t[e];return r&&r.list&&r.list.shape?r.list.shape.map((t=>lt(t))):n}function pt(t,e,n){const r=t[e];return r&&r.list&&r.list.b?r.list.b:n} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class mt{constructor(t,e,n){this.node=t,this.tensorMap=e,this.context=n,this.inputs=[],this.attrs={},this.inputs=t.inputNames.map((t=>this.getInput(t))),null!=t.rawAttrs&&(this.attrs=Object.keys(t.rawAttrs).reduce(((t,e)=>(t[e]=this.getAttr(e),t)),{}))}getInput(t){return T(t,this.tensorMap,this.context)}getAttr(t,e){const n=this.node.rawAttrs[t];if(null!=n.tensor)return T(t,this.tensorMap,this.context);if(null!=n.i||null!=n.f)return it(this.node.rawAttrs,t,e);if(null!=n.s)return nt(this.node.rawAttrs,t,e);if(null!=n.b)return rt(this.node.rawAttrs,t,e);if(null!=n.shape)return ct(this.node.rawAttrs,t,e);if(null!=n.type)return st(this.node.rawAttrs,t,e);if(null!=n.list){if(null!=n.list.i||null!=n.list.f)return ht(this.node.rawAttrs,t,e);if(null!=n.list.s)return dt(this.node.rawAttrs,t,e);if(null!=n.list.shape)return ft(this.node.rawAttrs,t,e);if(null!=n.list.b)return pt(this.node.rawAttrs,t,e);if(null!=n.list.type)return ut(this.node.rawAttrs,t,e)}return e}}var gt=n(9951); +/** + * @license + * Copyright 2020 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function vt(t,e,n=""){if("number"!=typeof t&&"number"!=typeof e){_.util.assert(t.length===e.length,(()=>n+` Shapes ${t} and ${e} must match`));for(let r=0;rn+` Shapes ${t} and ${e} must match`))}}}function yt(t){return"number"!=typeof t&&!t.some((t=>t<0))}function bt(t,e,n){let r=xt(t,n);const i=!yt(r);if(i&&0===e.length)throw new Error(`Tried to calculate elements of an empty list with non-fully-defined elementShape: ${r}`);if(i&&e.forEach((t=>{r=xt(t.shape,r)})),!yt(r))throw new Error(`Non-fully-defined elementShape: ${r}`);return r}function xt(t,e){if("number"==typeof t)return e;if("number"==typeof e)return t;if(t.length!==e.length)throw new Error(`Incompatible ranks during merge: ${t} vs. ${e}`);const n=[];for(let r=0;r=0&&o>=0&&i!==o)throw new Error(`Incompatible shape during merge: ${t} vs. ${e}`);n[r]=i>=0?i:o}return n} +/** + * @license + * Copyright 2018 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class wt{constructor(t,e,n,r,i,o,a){this.name=t,this.dtype=e,this.maxSize=n,this.elementShape=r,this.identicalElementShapes=i,this.dynamicSize=o,this.clearAfterRead=a,this.tensors=[],this.closed_=!1,this.idTensor=(0,_.scalar)(0),(0,_.keep)(this.idTensor)}get id(){return this.idTensor.id}get closed(){return this.closed_}clearAndClose(t){this.tensors.forEach((e=>{null!=t&&t.has(e.tensor.id)||e.tensor.dispose()})),this.tensors=[],this.closed_=!0,this.idTensor.dispose()}size(){return this.tensors.length}read(t){if(this.closed_)throw new Error(`TensorArray ${this.name} has already been closed.`);if(t<0||t>=this.size())throw new Error(`Tried to read from index ${t}, but array size is: ${this.size()}`);const e=this.tensors[t];if(e.cleared)throw new Error(`TensorArray ${this.name}: Could not read index ${t} twice because it was cleared after a previous read (perhaps try setting clear_after_read = false?).`);return this.clearAfterRead&&(e.cleared=!0),e.read=!0,e.tensor}readMany(t){return t.map((t=>this.read(t)))}write(t,e){if(this.closed_)throw new Error(`TensorArray ${this.name} has already been closed.`);if(t<0||!this.dynamicSize&&t>=this.maxSize)throw new Error(`Tried to write to index ${t}, but array is not resizeable and size is: ${this.maxSize}`);const n=this.tensors[t]||{};if(e.dtype!==this.dtype)throw new Error(`TensorArray ${this.name}: Could not write to TensorArray index ${t},\n because the value dtype is ${e.dtype}, but TensorArray dtype is ${this.dtype}.`);if(0!==this.size()||null!=this.elementShape&&0!==this.elementShape.length||(this.elementShape=e.shape),vt(this.elementShape,e.shape,`TensorArray ${this.name}: Could not write to TensorArray index ${t}.`),n.read)throw new Error(`TensorArray ${this.name}: Could not write to TensorArray index ${t}, because it has already been read.`);if(n.written)throw new Error(`TensorArray ${this.name}: Could not write to TensorArray index ${t}, because it has already been written.`);n.tensor=e,(0,_.keep)(e),n.written=!0,this.tensors[t]=n}writeMany(t,e){if(t.length!==e.length)throw new Error(`TensorArray ${this.name}: could not write multiple tensors,because the index size: ${t.length} is not the same as tensors size: ${e.length}.`);t.forEach(((t,n)=>this.write(t,e[n])))}gather(t,e){if(e&&e!==this.dtype)throw new Error(`TensorArray dtype is ${this.dtype} but gather requested dtype ${e}`);if(t)t=t.slice(0,this.size());else{t=[];for(let e=0;e=this.maxSize)throw new Error(`Max index must be < array size (${n} vs. ${this.maxSize})`);this.writeMany(t,(0,_.unstack)(e,0))}split(t,e){if(e.dtype!==this.dtype)throw new Error(`TensorArray dtype is ${this.dtype} but tensor has dtype ${e.dtype}`);let n=0;const r=t.map((t=>(n+=t,n)));if(n!==e.shape[0])throw new Error(`Expected sum of lengths to be equal to\n tensor.shape[0], but sum of lengths is\n ${n}, and tensor's shape is: ${e.shape}`);if(!this.dynamicSize&&t.length!==this.maxSize)throw new Error(`TensorArray's size is not equal to the size of lengths (${this.maxSize} vs. ${t.length}), and the TensorArray is not marked as dynamically resizeable`);const i=0===n?0:e.size/n,o=[];(0,_.tidy)((()=>{e=(0,_.reshape)(e,[1,n,i]);for(let n=0;n{if(n!==t.dtype)throw new Error(`Invalid data types; op elements ${n}, but list elements ${t.dtype}`);vt(e,t.shape,"TensorList shape mismatch: "),(0,_.keep)(t)})),this.idTensor=(0,_.scalar)(0),this.maxNumElements=r,(0,_.keep)(this.idTensor)}copy(){return new _t([...this.tensors],this.elementShape,this.elementDtype)}clearAndClose(t){this.tensors.forEach((e=>{null!=t&&t.has(e.id)||e.dispose()})),this.tensors.length=0,this.idTensor.dispose()}size(){return this.tensors.length}stack(t,e,n=-1){if(e!==this.elementDtype)throw new Error(`Invalid data types; op elements ${e}, but list elements ${this.elementDtype}`);if(-1!==n&&this.tensors.length!==n)throw new Error(`Operation expected a list with ${n} elements but got a list with ${this.tensors.length} elements.`);vt(t,this.elementShape,"TensorList shape mismatch: ");const r=bt(this.elementShape,this.tensors,t);return(0,_.tidy)((()=>{const t=this.tensors.map((t=>(0,_.reshape)(t,r)));return(0,_.stack)(t,0)}))}popBack(t,e){if(e!==this.elementDtype)throw new Error(`Invalid data types; op elements ${e}, but list elements ${this.elementDtype}`);if(0===this.size())throw new Error("Trying to pop from an empty list.");const n=bt(this.elementShape,this.tensors,t),r=this.tensors.pop();return r.kept=!1,vt(r.shape,t,"TensorList shape mismatch: "),(0,_.reshape)(r,n)}pushBack(t){if(t.dtype!==this.elementDtype)throw new Error(`Invalid data types; op elements ${t.dtype}, but list elements ${this.elementDtype}`);if(vt(t.shape,this.elementShape,"TensorList shape mismatch: "),this.maxNumElements===this.size())throw new Error("Trying to push element into a full list.");(0,_.keep)(t),this.tensors.push(t)}resize(t){if(t<0)throw new Error(`TensorListResize expects size to be non-negative. Got: ${t}`);if(-1!==this.maxNumElements&&t>this.maxNumElements)throw new Error(`TensorListResize input size ${t} is greater maxNumElement ${this.maxNumElements}.`);const e=new _t([],this.elementShape,this.elementDtype,this.maxNumElements);e.tensors.length=t;for(let n=0;nthis.tensors.length)throw new Error(`Trying to access element ${t} in a list with ${this.tensors.length} elements.`);if(null==this.tensors[t])throw new Error(`element at index ${t} is null.`);vt(this.tensors[t].shape,e,"TensorList shape mismatch: ");const r=bt(this.elementShape,this.tensors,e);return(0,_.reshape)(this.tensors[t],r)}setItem(t,e){if(e.dtype!==this.elementDtype)throw new Error(`Invalid data types; op elements ${e.dtype}, but list elements ${this.elementDtype}`);if(t<0||-1!==this.maxNumElements&&t>=this.maxNumElements)throw new Error(`Trying to set element ${t} in a list with max ${this.maxNumElements} elements.`);vt(this.elementShape,e.shape,"TensorList shape mismatch: "),(0,_.keep)(e),null!=this.tensors[t]&&(this.tensors[t].kept=!1),this.tensors[t]=e}gather(t,e,n){if(e!==this.elementDtype)throw new Error(`Invalid data types; op elements ${e}, but list elements ${this.elementDtype}`);vt(this.elementShape,n,"TensorList shape mismatch: "),t=t.slice(0,this.size());const r=bt(this.elementShape,this.tensors,n);return 0===t.length?(0,_.tensor)([],[0].concat(r)):(0,_.tidy)((()=>{const e=t.map((t=>(0,_.reshape)(this.tensors[t],r)));return(0,_.stack)(e,0)}))}concat(t,e){if(t&&t!==this.elementDtype)throw new Error(`TensorList dtype is ${this.elementDtype} but concat requested dtype ${t}`);vt(this.elementShape,e,"TensorList shape mismatch: ");const n=bt(this.elementShape,this.tensors,e);return 0===this.size()?(0,_.tensor)([],[0].concat(n)):(0,_.tidy)((()=>{const t=this.tensors.map((t=>(0,_.reshape)(t,n)));return(0,_.concat)(t,0)}))}} +/** + * @license + * Copyright 2018 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const St=async(t,e,n)=>{switch(t.op){case"If":case"StatelessIf":{const r=C("thenBranch",t,e,n),i=C("elseBranch",t,e,n),o=C("cond",t,e,n),a=C("args",t,e,n);return(await o.data())[0]?n.functionMap[r].executeFunctionAsync(a,n.tensorArrayMap,n.tensorListMap):n.functionMap[i].executeFunctionAsync(a,n.tensorArrayMap,n.tensorListMap)}case"While":case"StatelessWhile":{const r=C("body",t,e,n),i=C("cond",t,e,n),o=C("args",t,e,n),a=await n.functionMap[i].executeFunctionAsync(o,n.tensorArrayMap,n.tensorListMap),s=o.map((t=>t.id));let u=await a[0].data();a.forEach((t=>{t.kept||-1!==s.indexOf(t.id)||t.dispose()}));let l=o;for(;u[0];){const t=l;l=await n.functionMap[r].executeFunctionAsync(l,n.tensorArrayMap,n.tensorListMap);const e=l.map((t=>t.id));t.forEach((t=>{t.kept||-1!==s.indexOf(t.id)||-1!==e.indexOf(t.id)||t.dispose()}));const o=await n.functionMap[i].executeFunctionAsync(l,n.tensorArrayMap,n.tensorListMap);u=await o[0].data(),o.forEach((t=>{t.kept||-1!==s.indexOf(t.id)||-1!==e.indexOf(t.id)||t.dispose()}))}return l}case"LoopCond":return[L(C("pred",t,e,n))];case"Switch":{const r=C("pred",t,e,n);let i=C("data",t,e,n);return i.kept||(i=L(i)),(await r.data())[0]?[void 0,i]:[i,void 0]}case"Merge":{const r=t.inputNames.find((t=>void 0!==T(t,e,n)));if(r){return[L(T(r,e,n))]}return}case"Enter":{const r=C("frameName",t,e,n),i=C("tensor",t,e,n);return n.enterFrame(r),[L(i)]}case"Exit":{const r=C("tensor",t,e,n);return n.exitFrame(),[L(r)]}case"NextIteration":{const r=C("tensor",t,e,n);return n.nextIteration(),[L(r)]}case"TensorArrayV3":{const r=C("size",t,e,n),i=C("dtype",t,e,n),o=C("elementShape",t,e,n),a=C("dynamicSize",t,e,n),s=C("clearAfterRead",t,e,n),u=C("identicalElementShapes",t,e,n),l=C("name",t,e,n),c=new wt(l,i,r,o,u,a,s);return n.addTensorArray(c),[c.idTensor,(0,_.scalar)(1)]}case"TensorArrayWriteV3":{const r=C("tensorArrayId",t,e,n),i=C("index",t,e,n),o=C("tensor",t,e,n),a=n.getTensorArray(r.id);return a.write(i,o),[a.idTensor]}case"TensorArrayReadV3":{const r=C("tensorArrayId",t,e,n),i=C("index",t,e,n);return[n.getTensorArray(r.id).read(i)]}case"TensorArrayGatherV3":{const r=C("tensorArrayId",t,e,n),i=C("indices",t,e,n),o=C("dtype",t,e,n);return[n.getTensorArray(r.id).gather(i,o)]}case"TensorArrayScatterV3":{const r=C("tensorArrayId",t,e,n),i=C("indices",t,e,n),o=C("tensor",t,e,n),a=n.getTensorArray(r.id);return a.scatter(i,o),[a.idTensor]}case"TensorArrayConcatV3":{const r=C("tensorArrayId",t,e,n),i=n.getTensorArray(r.id),o=C("dtype",t,e,n);return[i.concat(o)]}case"TensorArraySplitV3":{const r=C("tensorArrayId",t,e,n),i=C("tensor",t,e,n),o=C("lengths",t,e,n),a=n.getTensorArray(r.id);return a.split(o,i),[a.idTensor]}case"TensorArraySizeV3":{const r=C("tensorArrayId",t,e,n),i=n.getTensorArray(r.id);return[(0,_.scalar)(i.size(),"int32")]}case"TensorArrayCloseV3":{const r=C("tensorArrayId",t,e,n),i=n.getTensorArray(r.id);return i.clearAndClose(),[i.idTensor]}case"TensorListSetItem":{const r=C("tensorListId",t,e,n),i=C("index",t,e,n),o=C("tensor",t,e,n),a=n.getTensorList(r.id);return a.setItem(i,o),[a.idTensor]}case"TensorListGetItem":{const r=C("tensorListId",t,e,n),i=C("index",t,e,n),o=C("elementShape",t,e,n),a=C("elementDType",t,e,n);return[n.getTensorList(r.id).getItem(i,o,a)]}case"TensorListScatterV2":case"TensorListScatter":{const r=C("indices",t,e,n),i=function(t,e,n,r){if(e.length!==t.shape[0])throw new Error(`Expected len(indices) == tensor.shape[0], but saw: ${e.length} vs. ${t.shape[0]}`);const i=Math.max(...e);if(null!=r&&-1!==r&&i>=r)throw new Error(`Max index must be < array size (${i} vs. ${r})`);const o=new _t([],n,t.dtype,r),a=(0,_.unstack)(t,0);return e.forEach(((t,e)=>{o.setItem(t,a[e])})),o}(C("tensor",t,e,n),r,C("elementShape",t,e,n),C("numElements",t,e,n));return n.addTensorList(i),[i.idTensor]}case"TensorListReserve":case"EmptyTensorList":{const r=C("elementShape",t,e,n),i=C("elementDType",t,e,n);let o;o="TensorListReserve"===t.op?"numElements":"maxNumElements";const a=C(o,t,e,n),s=function(t,e,n,r){return new _t([],t,e,r)}(r,i,0,"TensorListReserve"===t.op?-1:a);return n.addTensorList(s),[s.idTensor]}case"TensorListGather":{const r=C("tensorListId",t,e,n),i=C("indices",t,e,n),o=C("elementShape",t,e,n),a=C("elementDType",t,e,n);return[n.getTensorList(r.id).gather(i,a,o)]}case"TensorListStack":{const r=C("tensorListId",t,e,n),i=C("elementShape",t,e,n),o=C("elementDType",t,e,n),a=C("numElements",t,e,n);return[n.getTensorList(r.id).stack(i,o,a)]}case"TensorListFromTensor":{const r=function(t,e,n){const r=t.dtype;if(t.shape.length<1)throw new Error(`Tensor must be at least a vector, but saw shape: ${t.shape}`);if(t.dtype!==n)throw new Error(`Invalid data types; op elements ${t.dtype}, but list elements ${n}`);vt(t.shape.slice(1),e,"TensorList shape mismatch: ");const i=(0,_.unstack)(t);return new _t(i,e,r)}(C("tensor",t,e,n),C("elementShape",t,e,n),C("elementDType",t,e,n));return n.addTensorList(r),[r.idTensor]}case"TensorListConcat":case"TensorListConcatV2":{const r=C("tensorListId",t,e,n),i=n.getTensorList(r.id),o=C("dtype",t,e,n),a=C("elementShape",t,e,n);return[i.concat(o,a)]}case"TensorListPushBack":{const r=C("tensorListId",t,e,n),i=C("tensor",t,e,n),o=n.getTensorList(r.id);return o.pushBack(i),[o.idTensor]}case"TensorListPopBack":{const r=C("tensorListId",t,e,n),i=C("elementShape",t,e,n),o=C("elementDType",t,e,n);return[n.getTensorList(r.id).popBack(i,o)]}case"TensorListSplit":{const r=C("tensor",t,e,n),i=C("elementShape",t,e,n),o=function(t,e,n){let r=0;const i=e.map((t=>(r+=t,r)));if(r!==t.shape[0])throw new Error(`Expected sum of lengths to be equal to\n tensor.shape[0], but sum of lengths is\n ${r}, and tensor's shape is: ${t.shape}`);const o=xt(t.shape.slice(1),n),a=0===r?0:t.size/r,s=(0,_.tidy)((()=>{const n=[];t=(0,_.reshape)(t,[1,r,a]);for(let r=0;rt.dispose())),this.tensorMap.clear(),this.handle.dispose()}size(){return this.tensorMap.size}tensorSize(){return At.d(this.size(),"int32")}async import(t,e){this.checkKeyAndValueTensor(t,e);const n=await t.data();return this.tensorMap.forEach((t=>t.dispose())),this.tensorMap.clear(),(0,_.tidy)((()=>{const t=(0,_.unstack)(e),r=n.length,i=t.length;_.util.assert(r===i,(()=>`The number of elements doesn't match, keys has ${r} elements, the values has ${i} elements.`));for(let e=0;e{const t=[];for(let r=0;r{switch(t.category){case"arithmetic":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"BiasAdd":case"AddV2":case"Add":return[r.add(C("a",t,e,n),C("b",t,e,n))];case"AddN":return[r.addN(C("tensors",t,e,n))];case"FloorMod":case"Mod":return[r.mod(C("a",t,e,n),C("b",t,e,n))];case"Mul":return[r.mul(C("a",t,e,n),C("b",t,e,n))];case"RealDiv":case"Div":return[r.div(C("a",t,e,n),C("b",t,e,n))];case"DivNoNan":return[r.divNoNan(C("a",t,e,n),C("b",t,e,n))];case"FloorDiv":return[r.floorDiv(C("a",t,e,n),C("b",t,e,n))];case"Sub":return[r.sub(C("a",t,e,n),C("b",t,e,n))];case"Minimum":return[r.minimum(C("a",t,e,n),C("b",t,e,n))];case"Maximum":return[r.maximum(C("a",t,e,n),C("b",t,e,n))];case"Pow":return[r.pow(C("a",t,e,n),C("b",t,e,n))];case"SquaredDifference":return[r.squaredDifference(C("a",t,e,n),C("b",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"basic_math":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"Abs":case"ComplexAbs":return[r.abs(C("x",t,e,n))];case"Acos":return[r.acos(C("x",t,e,n))];case"Acosh":return[r.acosh(C("x",t,e,n))];case"Asin":return[r.asin(C("x",t,e,n))];case"Asinh":return[r.asinh(C("x",t,e,n))];case"Atan":return[r.atan(C("x",t,e,n))];case"Atan2":return[r.atan2(C("x",t,e,n),C("y",t,e,n))];case"Atanh":return[r.atanh(C("x",t,e,n))];case"Ceil":return[r.ceil(C("x",t,e,n))];case"Complex":return[r.complex(C("real",t,e,n),C("imag",t,e,n))];case"Cos":return[r.cos(C("x",t,e,n))];case"Cosh":return[r.cosh(C("x",t,e,n))];case"Elu":return[r.elu(C("x",t,e,n))];case"Erf":return[r.erf(C("x",t,e,n))];case"Exp":return[r.exp(C("x",t,e,n))];case"Expm1":return[r.expm1(C("x",t,e,n))];case"Floor":return[r.floor(C("x",t,e,n))];case"Log":return[r.log(C("x",t,e,n))];case"Log1p":return[r.log1p(C("x",t,e,n))];case"Imag":return[r.imag(C("x",t,e,n))];case"Neg":return[r.neg(C("x",t,e,n))];case"Reciprocal":return[r.reciprocal(C("x",t,e,n))];case"Real":return[r.real(C("x",t,e,n))];case"Relu":return[r.relu(C("x",t,e,n))];case"Round":return[r.round(C("x",t,e,n))];case"Selu":return[r.selu(C("x",t,e,n))];case"Sigmoid":return[r.sigmoid(C("x",t,e,n))];case"Sin":return[r.sin(C("x",t,e,n))];case"Sign":return[r.sign(C("x",t,e,n))];case"Sinh":return[r.sinh(C("x",t,e,n))];case"Softplus":return[r.softplus(C("x",t,e,n))];case"Sqrt":return[r.sqrt(C("x",t,e,n))];case"Square":return[r.square(C("x",t,e,n))];case"Tanh":return[r.tanh(C("x",t,e,n))];case"Tan":return[r.tan(C("x",t,e,n))];case"ClipByValue":return[r.clipByValue(C("x",t,e,n),C("clipValueMin",t,e,n),C("clipValueMax",t,e,n))];case"Relu6":return[r.relu6(C("x",t,e,n))];case"Rsqrt":return[r.rsqrt(T(t.inputNames[0],e,n))];case"LeakyRelu":return[r.leakyRelu(C("x",t,e,n),C("alpha",t,e,n))];case"Prelu":return[r.prelu(C("x",t,e,n),C("alpha",t,e,n))];case"IsNan":return[r.isNaN(T(t.inputNames[0],e,n))];case"IsInf":return[r.isInf(T(t.inputNames[0],e,n))];case"IsFinite":return[r.isFinite(T(t.inputNames[0],e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"control":return St(t,e,n);case"convolution":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"Conv1D":{const i=C("stride",t,e,n),o=C("pad",t,e,n),a=C("dataFormat",t,e,n).toUpperCase(),s=C("dilation",t,e,n);return[r.conv1d(C("x",t,e,n),C("filter",t,e,n),i,o,a,s)]}case"Conv2D":{const i=C("strides",t,e,n),o=O(t,e,n),a=C("dataFormat",t,e,n).toUpperCase(),s=C("dilations",t,e,n);return[r.conv2d(C("x",t,e,n),C("filter",t,e,n),[i[1],i[2]],o,a,[s[1],s[2]])]}case"_FusedConv2D":{const{stride:i,pad:o,dataFormat:a,dilations:s,biasArg:u,preluArg:l,activationFunc:c,leakyreluAlpha:h}=Et(t,e,n);return[r.fused.conv2d({x:C("x",t,e,n),filter:C("filter",t,e,n),strides:[i[1],i[2]],pad:o,dataFormat:a,dilations:[s[1],s[2]],bias:u,activation:c,preluActivationWeights:l,leakyreluAlpha:h})]}case"FusedDepthwiseConv2dNative":{const{stride:i,pad:o,dataFormat:a,dilations:s,biasArg:u,preluArg:l,activationFunc:c,leakyreluAlpha:h}=Et(t,e,n);return[r.fused.depthwiseConv2d({x:C("x",t,e,n),filter:C("filter",t,e,n),strides:[i[1],i[2]],pad:o,dataFormat:a,dilations:[s[1],s[2]],bias:u,activation:c,preluActivationWeights:l,leakyreluAlpha:h})]}case"Conv2DBackpropInput":case"Conv2dTranspose":{const i=C("outputShape",t,e,n),o=C("strides",t,e,n),a=O(t,e,n);return[r.conv2dTranspose(C("x",t,e,n),C("filter",t,e,n),i,[o[1],o[2]],a)]}case"DepthwiseConv2dNative":case"DepthwiseConv2d":{const i=C("strides",t,e,n),o=O(t,e,n),a=C("dilations",t,e,n),s=C("dataFormat",t,e,n).toUpperCase();return[r.depthwiseConv2d(C("input",t,e,n),C("filter",t,e,n),[i[1],i[2]],o,s,[a[1],a[2]])]}case"Conv3D":{const i=C("strides",t,e,n),o=C("pad",t,e,n),a=C("dataFormat",t,e,n).toUpperCase(),s=C("dilations",t,e,n);return[r.conv3d(C("x",t,e,n),C("filter",t,e,n),[i[1],i[2],i[3]],o,a,[s[1],s[2],s[3]])]}case"AvgPool":{const i=C("strides",t,e,n),o=C("pad",t,e,n),a=C("kernelSize",t,e,n);return[r.avgPool(C("x",t,e,n),[a[1],a[2]],[i[1],i[2]],o)]}case"MaxPool":{const i=C("strides",t,e,n),o=C("pad",t,e,n),a=C("kernelSize",t,e,n);return[r.maxPool(C("x",t,e,n),[a[1],a[2]],[i[1],i[2]],o)]}case"MaxPoolWithArgmax":{const i=C("strides",t,e,n),o=C("pad",t,e,n),a=C("kernelSize",t,e,n),s=C("includeBatchInIndex",t,e,n),{result:u,indexes:l}=r.maxPoolWithArgmax(C("x",t,e,n),[a[1],a[2]],[i[1],i[2]],o,s);return[u,l]}case"AvgPool3D":{const i=C("strides",t,e,n),o=C("pad",t,e,n),a=C("kernelSize",t,e,n);return[r.avgPool3d(C("x",t,e,n),[a[1],a[2],a[3]],[i[1],i[2],i[3]],o)]}case"MaxPool3D":{const i=C("strides",t,e,n),o=C("pad",t,e,n),a=C("kernelSize",t,e,n);return[r.maxPool3d(C("x",t,e,n),[a[1],a[2],a[3]],[i[1],i[2],i[3]],o)]}case"Dilation2D":{const i=C("strides",t,e,n),o=C("pad",t,e,n),a=C("dilations",t,e,n),s=i[1],u=i[2],l=a[1],c=a[2];return[r.dilation2d(C("x",t,e,n),C("filter",t,e,n),[s,u],o,[l,c],"NHWC")]}default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"creation":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"Fill":{const i=C("shape",t,e,n),o=C("dtype",t,e,n),a=C("value",t,e,n);return[r.fill(i,a,o)]}case"LinSpace":{const i=C("start",t,e,n),o=C("stop",t,e,n),a=C("num",t,e,n);return[r.linspace(i,o,a)]}case"Multinomial":{const i=C("logits",t,e,n),o=C("numSamples",t,e,n),a=C("seed",t,e,n);return[r.multinomial(i,o,a)]}case"OneHot":{const i=C("indices",t,e,n),o=C("depth",t,e,n),a=C("onValue",t,e,n),s=C("offValue",t,e,n),u=C("dtype",t,e,n);return[r.oneHot(i,o,a,s,u)]}case"Ones":return[r.ones(C("shape",t,e,n),C("dtype",t,e,n))];case"OnesLike":return[r.onesLike(C("x",t,e,n))];case"RandomStandardNormal":return[r.randomStandardNormal(C("shape",t,e,n),C("dtype",t,e,n),C("seed",t,e,n))];case"RandomUniform":return[r.randomUniform(C("shape",t,e,n),C("minval",t,e,n),C("maxval",t,e,n),C("dtype",t,e,n))];case"RandomUniformInt":return[r.randomUniformInt(C("shape",t,e,n),C("minval",t,e,n),C("maxval",t,e,n),C("seed",t,e,n))];case"Range":{const i=C("start",t,e,n),o=C("stop",t,e,n),a=C("step",t,e,n);return[r.range(i,o,a,C("dtype",t,e,n))]}case"TruncatedNormal":{const i=C("shape",t,e,n),o=C("mean",t,e,n),a=C("stdDev",t,e,n),s=C("seed",t,e,n);return[r.truncatedNormal(i,o,a,C("dtype",t,e,n),s)]}case"Zeros":return[r.zeros(C("shape",t,e,n),C("dtype",t,e,n))];case"ZerosLike":return[r.zerosLike(C("x",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"dynamic":return(async(t,e,n,r,i=gt)=>{switch(t.op){case"NonMaxSuppressionV5":{const{boxes:r,scores:o,maxOutputSize:a,iouThreshold:s,scoreThreshold:u,softNmsSigma:l}=Mt(t,e,n),c=await i.image.nonMaxSuppressionWithScoreAsync(r,o,a,s,u,l);return[c.selectedIndices,c.selectedScores]}case"NonMaxSuppressionV4":{const{boxes:r,scores:o,maxOutputSize:a,iouThreshold:s,scoreThreshold:u}=Mt(t,e,n),l=C("padToMaxOutputSize",t,e,n),c=await i.image.nonMaxSuppressionPaddedAsync(r,o,a,s,u,l);return[c.selectedIndices,c.validOutputs]}case"NonMaxSuppressionV3":case"NonMaxSuppressionV2":{const{boxes:r,scores:o,maxOutputSize:a,iouThreshold:s,scoreThreshold:u}=Mt(t,e,n);return[await i.image.nonMaxSuppressionAsync(r,o,a,s,u)]}case"Where":{const r=i.cast(C("condition",t,e,n),"bool"),o=[await i.whereAsync(r)];return r.dispose(),o}case"ListDiff":return i.setdiff1dAsync(C("x",t,e,n),C("y",t,e,n));default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n);case"evaluation":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"LowerBound":{const i=C("sortedSequence",t,e,n),o=C("values",t,e,n);return[r.lowerBound(i,o)]}case"TopKV2":{const i=C("x",t,e,n),o=C("k",t,e,n),a=C("sorted",t,e,n),s=r.topk(i,o,a);return[s.values,s.indices]}case"UpperBound":{const i=C("sortedSequence",t,e,n),o=C("values",t,e,n);return[r.upperBound(i,o)]}case"Unique":{const i=C("x",t,e,n),o=r.unique(i);return[o.values,o.indices]}case"UniqueV2":{const i=C("x",t,e,n),o=C("axis",t,e,n),a=r.unique(i,o);return[a.values,a.indices]}default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"image":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"ResizeBilinear":{const i=C("images",t,e,n),o=C("size",t,e,n),a=C("alignCorners",t,e,n),s=C("halfPixelCenters",t,e,n);return[r.image.resizeBilinear(i,[o[0],o[1]],a,s)]}case"ResizeNearestNeighbor":{const i=C("images",t,e,n),o=C("size",t,e,n),a=C("alignCorners",t,e,n),s=C("halfPixelCenters",t,e,n);return[r.image.resizeNearestNeighbor(i,[o[0],o[1]],a,s)]}case"CropAndResize":{const i=C("image",t,e,n),o=C("boxes",t,e,n),a=C("boxInd",t,e,n),s=C("cropSize",t,e,n),u=C("method",t,e,n),l=C("extrapolationValue",t,e,n);return[r.image.cropAndResize(i,o,a,s,u,l)]}case"ImageProjectiveTransformV3":{const i=C("images",t,e,n),o=C("transforms",t,e,n),a=C("outputShape",t,e,n),s=C("fillValue",t,e,n),u=C("interpolation",t,e,n),l=C("fillMode",t,e,n);return[r.image.transform(i,o,u.toLowerCase(),l.toLowerCase(),s,a)]}default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"graph":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"Const":return e[t.name];case"PlaceholderWithDefault":const i=C("default",t,e,n);return[T(t.name,e,n)||i];case"Placeholder":return[T(t.name,e,n)];case"Identity":case"StopGradient":case"FakeQuantWithMinMaxVars":case"Snapshot":return[L(C("x",t,e,n))];case"IdentityN":return C("x",t,e,n).map((t=>L(t)));case"Shape":return[r.tensor1d(C("x",t,e,n).shape,"int32")];case"ShapeN":return C("x",t,e,n).map((t=>r.tensor1d(t.shape)));case"Size":return[r.scalar(C("x",t,e,n).size,"int32")];case"Rank":return[r.scalar(C("x",t,e,n).rank,"int32")];case"NoOp":return[r.scalar(1)];case"Print":const o=C("x",t,e,n),a=C("data",t,e,n),s=C("message",t,e,n),u=C("summarize",t,e,n);console.warn("The graph has a tf.print() operation,usually used for debugging, which slows down performance."),console.log(s);for(let t=0;t((t,e,n,r=gt)=>{switch(t.op){case"Equal":return[r.equal(C("a",t,e,n),C("b",t,e,n))];case"NotEqual":return[r.notEqual(C("a",t,e,n),C("b",t,e,n))];case"Greater":return[r.greater(C("a",t,e,n),C("b",t,e,n))];case"GreaterEqual":return[r.greaterEqual(C("a",t,e,n),C("b",t,e,n))];case"Less":return[r.less(C("a",t,e,n),C("b",t,e,n))];case"LessEqual":return[r.lessEqual(C("a",t,e,n),C("b",t,e,n))];case"LogicalAnd":return[r.logicalAnd(C("a",t,e,n),C("b",t,e,n))];case"LogicalNot":return[r.logicalNot(C("a",t,e,n))];case"LogicalOr":return[r.logicalOr(C("a",t,e,n),C("b",t,e,n))];case"Select":case"SelectV2":return[r.where(C("condition",t,e,n),C("a",t,e,n),C("b",t,e,n))];case"BitwiseAnd":return[r.bitwiseAnd(C("a",t,e,n),C("b",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"matrices":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"BatchMatMul":case"BatchMatMulV2":case"MatMul":return[r.matMul(C("a",t,e,n),C("b",t,e,n),C("transposeA",t,e,n),C("transposeB",t,e,n))];case"Einsum":return[r.einsum(C("equation",t,e,n),...C("tensors",t,e,n))];case"Transpose":return[r.transpose(C("x",t,e,n),C("perm",t,e,n))];case"_FusedMatMul":const[i,o]=C("fusedOps",t,e,n),a="biasadd"===i,s="prelu"===o,u=C("numArgs",t,e,n),l=C("leakyreluAlpha",t,e,n);if(a){if(s&&2!==u)throw new Error("Fused MatMul with BiasAdd and Prelu must have two extra arguments: bias and alpha.");if(!s&&1!==u)throw new Error("Fused MatMul with BiasAdd must have one extra argument: bias.")}const[c,h]=C("args",t,e,n);return[r.fused.matMul({a:C("a",t,e,n),b:C("b",t,e,n),transposeA:C("transposeA",t,e,n),transposeB:C("transposeB",t,e,n),bias:c,activation:o,preluActivationWeights:h,leakyreluAlpha:l})];case"MatrixBandPart":return[r.linalg.bandPart(C("a",t,e,n),C("numLower",t,e,n),C("numUpper",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"normalization":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"EuclideanNorm":return[r.euclideanNorm(C("x",t,e,n),C("axis",t,e,n),C("keepDims",t,e,n))];case"FusedBatchNorm":case"FusedBatchNormV2":case"FusedBatchNormV3":return[r.batchNorm(C("x",t,e,n),C("mean",t,e,n),C("variance",t,e,n),C("offset",t,e,n),C("scale",t,e,n),C("epsilon",t,e,n))];case"LRN":return[r.localResponseNormalization(C("x",t,e,n),C("radius",t,e,n),C("bias",t,e,n),C("alpha",t,e,n),C("beta",t,e,n))];case"Softmax":return[r.softmax(C("x",t,e,n))];case"LogSoftmax":return[r.logSoftmax(C("x",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"ragged":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"RaggedGather":{const{outputNestedSplits:i,outputDenseValues:o}=r.raggedGather(C("paramsNestedSplits",t,e,n),C("paramsDenseValues",t,e,n),C("indices",t,e,n),C("outputRaggedRank",t,e,n));return i.concat(o)}case"RaggedRange":{const{rtNestedSplits:i,rtDenseValues:o}=r.raggedRange(C("starts",t,e,n),C("limits",t,e,n),C("splits",t,e,n));return[i,o]}case"RaggedTensorToTensor":return[r.raggedTensorToTensor(C("shape",t,e,n),C("values",t,e,n),C("defaultValue",t,e,n),C("rowPartitionTensors",t,e,n),C("rowPartitionTypes",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"reduction":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"Max":{const i=C("axis",t,e,n),o=C("keepDims",t,e,n);return[r.max(C("x",t,e,n),i,o)]}case"Mean":{const i=C("axis",t,e,n),o=C("keepDims",t,e,n);return[r.mean(C("x",t,e,n),i,o)]}case"Min":{const i=C("axis",t,e,n),o=C("keepDims",t,e,n);return[r.min(C("x",t,e,n),i,o)]}case"Sum":{const i=C("axis",t,e,n),o=C("keepDims",t,e,n);return[r.sum(C("x",t,e,n),i,o)]}case"All":{const i=C("axis",t,e,n),o=C("keepDims",t,e,n);return[r.all(C("x",t,e,n),i,o)]}case"Any":{const i=C("axis",t,e,n),o=C("keepDims",t,e,n);return[r.any(C("x",t,e,n),i,o)]}case"ArgMax":{const i=C("axis",t,e,n);return[r.argMax(C("x",t,e,n),i)]}case"ArgMin":{const i=C("axis",t,e,n);return[r.argMin(C("x",t,e,n),i)]}case"Prod":{const i=C("axis",t,e,n),o=C("keepDims",t,e,n);return[r.prod(C("x",t,e,n),i,o)]}case"Cumprod":{const i=C("axis",t,e,n),o=C("exclusive",t,e,n),a=C("reverse",t,e,n);return[r.cumprod(C("x",t,e,n),i,o,a)]}case"Cumsum":{const i=C("axis",t,e,n),o=C("exclusive",t,e,n),a=C("reverse",t,e,n);return[r.cumsum(C("x",t,e,n),i,o,a)]}case"Bincount":const i=C("x",t,e,n),o=C("weights",t,e,n),a=C("size",t,e,n);return[r.bincount(i,o,a)];case"DenseBincount":{const i=C("x",t,e,n),o=C("weights",t,e,n),a=C("size",t,e,n),s=C("binaryOutput",t,e,n);return[r.denseBincount(i,o,a,s)]}default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"slice_join":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"ConcatV2":case"Concat":{const i=C("n",t,e,n),o=C("axis",t,e,n);let a=C("tensors",t,e,n);return a=a.slice(0,i),[r.concat(a,o)]}case"Gather":{const i=C("x",t,e,n),o=C("indices",t,e,n);return[r.gather(i,r.cast(o,"int32"),0)]}case"GatherV2":{const i=C("axis",t,e,n),o=C("batchDims",t,e,n),a=C("x",t,e,n),s=C("indices",t,e,n);return[r.gather(a,r.cast(s,"int32"),i,o)]}case"Reverse":{const i=C("dims",t,e,n),o=[];for(let t=0;t{const i=C("axis",t,e,n),o=C("tensors",t,e,n),a=o[0].shape,s=r.squeeze(o[0]).shape,u=o.map((t=>{const e=_.util.arraysEqual(t.shape,a);if(!e&&!_.util.arraysEqual(r.squeeze(t).shape,s))throw new Error("the input tensors shape does not match");return e?t:r.reshape(t,a)}));return[r.stack(u,i)]}));case"Unpack":{const i=C("axis",t,e,n),o=C("tensor",t,e,n);return r.unstack(o,i)}case"Tile":{const i=C("reps",t,e,n);return[r.tile(C("x",t,e,n),i)]}case"Split":case"SplitV":{const i=C("axis",t,e,n),o=C("numOrSizeSplits",t,e,n),a=C("x",t,e,n);return r.split(a,o,i)}case"ScatterNd":{const i=C("indices",t,e,n),o=C("values",t,e,n),a=C("shape",t,e,n);return[r.scatterND(i,o,a)]}case"GatherNd":{const i=C("x",t,e,n),o=C("indices",t,e,n);return[r.gatherND(i,o)]}case"SparseToDense":{const i=C("sparseIndices",t,e,n),o=C("outputShape",t,e,n),a=C("sparseValues",t,e,n),s=C("defaultValue",t,e,n);return[r.sparseToDense(i,a,o,a.dtype===s.dtype?s:r.cast(s,a.dtype))]}case"TensorScatterUpdate":{const i=C("indices",t,e,n),o=C("values",t,e,n),a=C("tensor",t,e,n);return[r.tensorScatterUpdate(a,i,o)]}default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"sparse":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"SparseFillEmptyRows":{const{outputIndices:i,outputValues:o,emptyRowIndicator:a,reverseIndexMap:s}=r.sparse.sparseFillEmptyRows(C("indices",t,e,n),C("values",t,e,n),C("denseShape",t,e,n),C("defaultValue",t,e,n));return[i,o,a,s]}case"SparseReshape":{const{outputIndices:i,outputShape:o}=r.sparse.sparseReshape(C("inputIndices",t,e,n),C("inputShape",t,e,n),C("newShape",t,e,n));return[i,o]}case"SparseSegmentMean":return[r.sparse.sparseSegmentMean(C("data",t,e,n),C("indices",t,e,n),C("segmentIds",t,e,n))];case"SparseSegmentSum":return[r.sparse.sparseSegmentSum(C("data",t,e,n),C("indices",t,e,n),C("segmentIds",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"spectral":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"FFT":return[r.fft(C("x",t,e,n))];case"IFFT":return[r.ifft(C("x",t,e,n))];case"RFFT":return[r.rfft(C("x",t,e,n))];case"IRFFT":return[r.irfft(C("x",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"string":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"StaticRegexReplace":return[r.string.staticRegexReplace(C("input",t,e,n),C("pattern",t,e,n),C("rewrite",t,e,n),C("replaceGlobal",t,e,n))];case"StringNGrams":{const{nGrams:i,nGramsSplits:o}=r.string.stringNGrams(C("data",t,e,n),C("dataSplits",t,e,n),C("separator",t,e,n),C("nGramWidths",t,e,n),C("leftPad",t,e,n),C("rightPad",t,e,n),C("padWidth",t,e,n),C("preserveShortSequences",t,e,n));return[i,o]}case"StringSplit":{const{indices:i,values:o,shape:a}=r.string.stringSplit(C("input",t,e,n),C("delimiter",t,e,n),C("skipEmpty",t,e,n));return[i,o,a]}case"StringToHashBucketFast":return[r.string.stringToHashBucketFast(C("input",t,e,n),C("numBuckets",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"transformation":return i((()=>((t,e,n,r=gt)=>{switch(t.op){case"Cast":return[r.cast(C("x",t,e,n),C("dtype",t,e,n))];case"ExpandDims":{const i=C("axis",t,e,n);return[r.expandDims(C("x",t,e,n),i)]}case"Squeeze":{const i=C("axis",t,e,n);return[r.squeeze(C("x",t,e,n),i)]}case"Reshape":return[r.reshape(C("x",t,e,n),C("shape",t,e,n))];case"EnsureShape":return[r.ensureShape(C("x",t,e,n),C("shape",t,e,n))];case"MirrorPad":return[r.mirrorPad(C("x",t,e,n),C("padding",t,e,n),C("mode",t,e,n))];case"PadV2":case"Pad":return[r.pad(C("x",t,e,n),C("padding",t,e,n),C("constantValue",t,e,n))];case"SpaceToBatchND":{const i=C("blockShape",t,e,n),o=C("paddings",t,e,n);return[r.spaceToBatchND(C("x",t,e,n),i,o)]}case"BatchToSpaceND":{const i=C("blockShape",t,e,n),o=C("crops",t,e,n);return[r.batchToSpaceND(C("x",t,e,n),i,o)]}case"DepthToSpace":{const i=C("blockSize",t,e,n),o=C("dataFormat",t,e,n).toUpperCase();return[r.depthToSpace(C("x",t,e,n),i,o)]}case"BroadcastTo":return[r.broadcastTo(C("x",t,e,n),C("shape",t,e,n))];case"BroadcastArgs":return[r.broadcastArgs(C("s0",t,e,n),C("s1",t,e,n))];default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n)));case"hash_table":return(async(t,e,n,r)=>{switch(t.op){case"HashTable":case"HashTableV2":{const i=r.getHashTableHandleByName(t.name);if(null!=i)return[i];{const i=C("keyDType",t,e,n),o=C("valueDType",t,e,n),a=new Ct(i,o);return r.addHashTable(t.name,a),[a.handle]}}case"InitializeTable":case"InitializeTableV2":case"LookupTableImport":case"LookupTableImportV2":{const i=C("tableHandle",t,e,n,r),o=C("keys",t,e,n),a=C("values",t,e,n),s=r.getHashTableById(i.id);return[await s.import(o,a)]}case"LookupTableFind":case"LookupTableFindV2":{const i=C("tableHandle",t,e,n,r),o=C("keys",t,e,n),a=C("defaultValue",t,e,n),s=r.getHashTableById(i.id);return[await s.find(o,a)]}case"LookupTableSize":case"LookupTableSizeV2":{const i=C("tableHandle",t,e,n,r);return[r.getHashTableById(i.id).tensorSize()]}default:throw TypeError(`Node type ${t.op} is not implemented`)}})(t,e,n,r);case"custom":const o=A(t.op);if(o&&o.customExecutor)return o.customExecutor(new mt(t,e,n));throw TypeError(`Custom op ${t.op} is not registered.`);default:throw TypeError(`Unknown op '${t.op}'. File an issue at https://github.com/tensorflow/tfjs/issues so we can add it, or register a custom execution with tf.registerOp()`)}})(t,e,n);return _.util.isPromise(o)?o.then((t=>[].concat(t))):[].concat(o)}class kt{constructor(t={},e={},n={},r={},i){this.weightMap=t,this.tensorArrayMap=e,this.tensorListMap=n,this.functionMap=r,this.parseNodeNameCache=i,this.rootContext={id:0,frameName:"",iterationId:0},this.contexts=[this.rootContext],this.lastId=0,this.generateCurrentContextIds()}newFrame(t,e){return{id:t,frameName:e,iterationId:0}}set currentContext(t){this.contexts!==t&&(this.contexts=t,this.generateCurrentContextIds())}get currentContext(){return this.contexts}get currentContextId(){return this._currentContextIds[0]}get currentContextIds(){return this._currentContextIds}generateCurrentContextIds(){const t=[];for(let e=0;e0===t.id&&0===t.iterationId?"":`${t.frameName}-${t.iterationId}`)).join("/"):""}enterFrame(t){this.contexts&&(this.lastId++,this.contexts=this.contexts.slice(),this.contexts.push(this.newFrame(this.lastId,t)),this._currentContextIds.unshift(this.contextIdforContexts(this.contexts)))}exitFrame(){if(!(this.contexts&&this.contexts.length>1))throw new Error("Cannot exit frame, the context is empty");this.contexts=this.contexts.slice(),this.contexts.splice(-1),this.currentContextIds.shift()}nextIteration(){if(!(this.contexts&&this.contexts.length>0))throw new Error("Cannot increase frame iteration, the context is empty");{this.contexts=this.contexts.slice(),this.lastId++;const t=Object.assign({},this.contexts[this.contexts.length-1]);t.iterationId+=1,t.id=this.lastId,this.contexts.splice(-1,1,t),this._currentContextIds.splice(0,1,this.contextIdforContexts(this.contexts))}}getWeight(t){return this.weightMap[t]}addTensorArray(t){this.tensorArrayMap[t.id]=t}getTensorArray(t){return this.tensorArrayMap[t]}addTensorList(t){this.tensorListMap[t.id]=t}getTensorList(t){return this.tensorListMap[t]}dispose(t){for(const e in this.tensorArrayMap)this.tensorArrayMap[e].clearAndClose(t);for(const e in this.tensorListMap)this.tensorListMap[e].clearAndClose(t)}} +/** + * @license + * Copyright 2019 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +function It(t,e,n,r){const i=new Set,o=[];let a=null,s=null;const u=new Set,l=new Set(Object.keys(t).map((t=>P(t)[0])));r=r||[];const c=new Set(r.map((t=>P(t.name)[0]))),h=[...e];for(;h.length>0;){const t=h.pop();(Dt(t)||zt(t)||Ft(t))&&null==a&&(a=t,s=a.children.map((t=>t.name)).filter((t=>i.has(t)))),i.add(t.name),null==n[t.name]&&(l.has(t.name)||c.has(t.name)||(0!==t.inputs.length?t.inputs.forEach((t=>{u.has(t.name)||(u.add(t.name),h.push(t))})):o.push(t.name)))}return{inputs:t,outputs:e,usedNodes:i,missingInputs:o,dynamicNode:a,syncInputs:s}}function Nt(t,e){const{usedNodes:n,inputs:r}=e,i=Object.keys(r).map((t=>P(t)[0])).map((e=>t.nodes[e])),o=t.initNodes||[],a=t=>n.has("string"==typeof t?t:t.name);function s(t){return[...new Map(t.map((t=>[t.name,t]))).values()]}const u=s([...i,...t.weights,...o]).filter(a),l=s([...u,...Object.values(t.nodes)]).filter(a),c=new Map(l.map((t=>[t.name,t]))),h={};for(const t of l){h[t.name]=h[t.name]||0;for(const e of t.children)a(e)||(h[e.name]=Number.POSITIVE_INFINITY),h[e.name]=(h[e.name]||0)+1}const d=Object.entries(h).filter((([,t])=>0===t)).map((([t])=>t)),f=[...d];for(;d.length>0;){const t=d.pop(),e=c.get(t);for(const t of e.children.filter(a))0==--h[t.name]&&(f.push(t.name),d.push(t.name))}const p=function(t,e){const n=new Map(t.map((t=>[t.name,t]))),r=e.map((t=>t.name)),i=new Set(r);for(;r.length>0;){const t=r.pop(),e=n.get(t);for(const t of e.children)n.has(t.name)&&!i.has(t.name)&&(i.add(t.name),r.push(t.name))}const o=t.filter((t=>i.has(t.name)));return o}(f.map((t=>c.get(t))),u);return function(t,e){const n=new Map(t.map(((t,e)=>[t.name,e]))),r=new Set(e.map((t=>t.name))),i=t=>r.has("string"==typeof t?t:t.name),o=new Set(t.map((t=>t.name))),a=t=>o.has("string"==typeof t?t:t.name);for(const e of t){for(const t of e.children.filter(a)){if(!n.has(t.name))throw new Pt(`Child ${t.name} of node ${e.name} is unreachable.`);if(n.get(e.name)>n.get(t.name))throw new Pt(`Node ${e.name} is scheduled to run after its child ${t.name}.`)}if(!i(e))for(const t of e.inputs){if(!n.has(t.name))throw new Pt(`Input ${t.name} of node ${e.name} is unreachable.`);if(n.get(t.name)>n.get(e.name))throw new Pt(`Node ${e.name} is scheduled to run before its input ${t.name}.`)}}}(p,u),p}class Pt extends Error{constructor(t){super(`NodesExecutionOrderError: ${t}`)}}const Ot=new Set(["Switch","Merge","Enter","Exit","NextIteration","StatelessIf","StatelessWhile","if","While"]),Lt=new Set(["NonMaxSuppressionV2","NonMaxSuppressionV3","NonMaxSuppressionV5","Where"]),Rt=new Set(["HashTable","HashTableV2","LookupTableImport","LookupTableImportV2","LookupTableFind","LookupTableFindV2","LookupTableSize","LookupTableSizeV2"]);function Dt(t){return Ot.has(t.op)}function zt(t){return Lt.has(t.op)}function Ft(t){return Rt.has(t.op)} +/** + * @license + * Copyright 2018 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +class Bt{get weightIds(){return this.parent?this.parent.weightIds:this._weightIds}get functionExecutorMap(){return this.parent?this.parent.functionExecutorMap:this._functionExecutorMap}get weightMap(){return this.parent?this.parent.weightMap:this._weightMap}set weightMap(t){const e=Object.keys(t).map((e=>t[e].map((t=>t.id))));this._weightIds=[].concat(...e),this._weightMap=t}set resourceManager(t){this._resourceManager=t}get inputs(){return this._inputs.map((t=>({name:t.name,shape:t.attrParams.shape?t.attrParams.shape.value:void 0,dtype:t.attrParams.dtype?t.attrParams.dtype.value:void 0})))}get outputs(){return this._outputs.map((t=>({name:t.name,shape:t.attrParams.shape?t.attrParams.shape.value:void 0,dtype:t.attrParams.dtype?t.attrParams.dtype.value:void 0})))}get inputNodes(){return this._inputs.map((t=>t.signatureKey||t.name))}get outputNodes(){return this._outputs.map((t=>{const e=t.signatureKey||t.name;return t.defaultOutput?`${e}:${t.defaultOutput}`:e}))}get functions(){return Object.keys(this._functions).reduce(((t,e)=>(t[e]=this._functions[e].signature,t)),{})}constructor(t,e){this.graph=t,this.parent=e,this.compiledMap=new Map,this.parseNodeNameCache=new Map,this._weightMap={},this.SEPARATOR=",",this._functions={},this._functionExecutorMap={},this.keepIntermediateTensors=!1,this._outputs=t.outputs,this._inputs=t.inputs,this._initNodes=t.initNodes,this._signature=t.signature,this._functions=t.functions,null!=t.functions&&Object.keys(t.functions).forEach((e=>{this._functionExecutorMap[e]=new Bt(t.functions[e],this)}))}getCompilationKey(t,e){const n=t.map((t=>t.name)).sort(),r=e.map((t=>t.name)).sort();return n.join(this.SEPARATOR)+"--"+r.join(this.SEPARATOR)}compile(t,e){const n=It(t,e,this.weightMap,this._initNodes),{missingInputs:r,dynamicNode:i,syncInputs:o}=n;if(null!=i)throw new Error(`This execution contains the node '${i.name}', which has the dynamic op '${i.op}'. Please use model.executeAsync() instead. Alternatively, to avoid the dynamic ops, specify the inputs [${o}]`);if(r.length>0){const n=e.map((t=>t.name)),i=Object.keys(t);throw new Error(`Cannot compute the outputs [${n}] from the provided inputs [${i}]. Missing the following inputs: [${r}]`)}const a=Nt(this.graph,n),s=function(t){const e=new Map(t.map(((t,e)=>[t.name,e]))),n=Number.MAX_SAFE_INTEGER,r=t.map(((t,e)=>Dt(t)?n:e)),i=t=>{const n=r[e.get(t.name)];return null==n?-1:n},o=t.map(((t,e)=>t.children.map(i).reduce(((t,e)=>Math.max(t,e)),r[e]))),a=new Map;for(let e=0;ethis.cloneAndKeepTensor(t)))}cloneTensorMap(t){return Object.fromEntries(Object.entries(t).map((([t,e])=>[t,this.cloneTensorList(e)])))}execute(t,e){this.disposeIntermediateTensors(),t=this.mapInputs(t);const n=Object.keys(t).sort();this.checkInputs(t),this.checkInputShapeAndType(t),e=this.mapOutputs(e),this.checkOutputs(e);const r=n.map((t=>this.graph.nodes[P(t)[0]])),i=e.map((t=>P(t)[0])),o=new Set(i);let a=i.map((t=>this.graph.nodes[t]));0===a.length&&(a=this._outputs);const s=this.getCompilationKey(r,a);let u=this.compiledMap.get(s);null==u&&(u=this.compile(t,a),this.compiledMap.set(s,u));try{this.keepIntermediateTensors=(0,_.env)().getBool("KEEP_INTERMEDIATE_TENSORS")}catch(t){this.keepIntermediateTensors=!1,console.warn(t.message)}const l={},c={};return(0,_.tidy)((()=>{const n=new kt(this.weightMap,l,c,this.functionExecutorMap,this.parseNodeNameCache),r=Object.assign({},this.weightMap);this.keepIntermediateTensors&&(this.clonedTensorsMap=this.cloneTensorMap(this.weightMap)),Object.keys(t).forEach((e=>{const[i,o]=P(e,n),a=[];a[o]=t[e],r[i]=a,this.keepIntermediateTensors&&(this.clonedTensorsMap[i]=this.cloneTensorList(a))}));const i=this.getFrozenTensorIds(r),{orderedNodes:a,nodeLiveUntilMap:s}=u;for(const t of a){if(r[t.name])continue;const e=Tt(t,r,n,this._resourceManager);if(_.util.isPromise(e))throw new Error(`The execution of the op '${t.op}' returned a promise. Please use model.executeAsync() instead.`);r[t.name]=e,this.keepIntermediateTensors&&(this.clonedTensorsMap[t.name]=this.cloneTensorList(e)),this.checkTensorForDisposalWithNodeLiveUntilInfo(t,r,n,i,o,s.get(t.name))}return null==this.parent&&n.dispose(i),e.map((t=>T(t,r,n)))}))}getFrozenTensorIds(t){const e=[].concat.apply([],Object.keys(t).map((e=>t[e])).map((t=>t.map((t=>t.id)))));return new Set(e)}checkTensorForDisposal(t,e,n,r,i,o,a){if(!Dt(e)&&!o.has(t)){for(const r of n[t])null!=r&&(a[r.id]=(a[r.id]||0)+e.children.length);for(const t of e.inputs){if(Dt(t))continue;const e=k(t.name,n,r);if(null!=e)for(const t of e){if(!t||t.kept||i.has(t.id))continue;const e=a[t.id];1===e?(t.dispose(),delete a[t.id]):null!=e&&a[t.id]--}}}}checkTensorForDisposalWithNodeLiveUntilInfo(t,e,n,r,i,o){function a(t){return Dt(t)||i.has(t.name)}if(!Dt(t)&&null!=o)for(const t of o){if(a(t))continue;const i=k(t.name,e,n);for(const t of i)!t||t.kept||r.has(t.id)||t.dispose()}}async executeAsync(t,e){return this._executeAsync(t,e)}disposeIntermediateTensors(){this.clonedTensorsMap&&(Object.values(this.clonedTensorsMap).forEach((t=>{for(const e of t)e&&!e.isDisposed&&e.dispose()})),this.clonedTensorsMap=null)}getIntermediateTensors(){return this.clonedTensorsMap}async _executeAsync(t,e,n=!1,r={},i={}){this.disposeIntermediateTensors(),n||(t=this.mapInputs(t),this.checkInputs(t),this.checkInputShapeAndType(t),e=this.mapOutputs(e),this.checkOutputs(e));try{this.keepIntermediateTensors=(0,_.env)().getBool("KEEP_INTERMEDIATE_TENSORS")}catch(t){this.keepIntermediateTensors=!1,console.warn(t.message)}const o=new kt(this.weightMap,r,i,this.functionExecutorMap,this.parseNodeNameCache);this.keepIntermediateTensors&&(this.clonedTensorsMap=this.cloneTensorMap(this.weightMap));const a=await this.executeWithControlFlow(t,o,e,n),s=e.map((t=>T(t,a,o))),u=s.map((t=>t.id)),l=Object.keys(t).map((e=>t[e].id)),c=new Set([...u,...l,...this.weightIds]);return Object.values(a).forEach((t=>{t.forEach((t=>{!t||t.isDisposed||c.has(t.id)||t.dispose()}))})),null==this.parent&&o.dispose(c),s}async executeFunctionAsync(t,e,n){const r=t.reduce(((t,e,n)=>(t[this.inputs[n].name]=e,t)),{});return this._executeAsync(r,this.outputNodes,!0,e,n)}async executeWithControlFlow(t,e,n,r){const i=Object.keys(t),o=i.map((t=>this.graph.nodes[P(t)[0]])),a=n.map((t=>P(t)[0])),s=new Set(a);let u=a.map((t=>this.graph.nodes[t]));0===u.length&&(u=this._outputs);const{usedNodes:l,missingInputs:c,dynamicNode:h,syncInputs:d}=It(t,u,this.weightMap,this._initNodes),f=[...o,...this.graph.weights,...this._initNodes||[]].map((t=>({node:t,contexts:e.currentContext}))),p=Object.assign({},this.weightMap);Object.keys(t).forEach((e=>{const[n,r]=P(e),i=[];i[r]=t[e],p[n]=i}));const m={},g=this.getFrozenTensorIds(p),v={};for(;f.length>0;){const t=this.processStack(o,f,e,p,v,g,s,m,l);await Promise.all(t)}null!=h||r||console.warn("This model execution did not contain any nodes with control flow or dynamic output shapes. You can use model.execute() instead.");const y=u.filter((t=>!Dt(t)&&!T(t.name,p,e))).map((t=>t.name));if(y.length>0){let t="";throw null!=h&&(t=`Alternatively, to avoid the dynamic ops, use model.execute() and specify the inputs [${d}]`),new Error(`Cannot compute the outputs [${y}] from the provided inputs [${i}]. Consider providing the following inputs: [${c}]. ${t}`)}return p}processStack(t,e,n,r,i,o,a,s,u){const l=[];for(;e.length>0;){const t=e.pop();n.currentContext=t.contexts;let c="";if("Enter"===t.node.op&&C("isConstant",t.node,r,n)&&([c]=I(t.node.name,n)),null==r[t.node.name]){const h=Tt(t.node,r,n,this._resourceManager);c||([c]=I(t.node.name,n));const d=n.currentContext;_.util.isPromise(h)?l.push(h.then((l=>(r[c]=l,this.keepIntermediateTensors&&(this.clonedTensorsMap[c]=this.cloneTensorList(l)),n.currentContext=d,this.checkTensorForDisposal(c,t.node,r,n,o,a,s),this.processChildNodes(t.node,e,n,r,i,u),l)))):(r[c]=h,this.keepIntermediateTensors&&(this.clonedTensorsMap[c]=this.cloneTensorList(h)),this.checkTensorForDisposal(c,t.node,r,n,o,a,s),this.processChildNodes(t.node,e,n,r,i,u))}else this.processChildNodes(t.node,e,n,r,i,u)}return l}processChildNodes(t,e,n,r,i,o){t.children.forEach((t=>{const[a]=I(t.name,n);!i[a]&&o.has(t.name)&&("Merge"===t.op?t.inputNames.some((t=>!!T(t,r,n)))&&(i[a]=!0,e.push({contexts:n.currentContext,node:t})):t.inputNames.every((t=>!!T(t,r,n)))&&(i[a]=!0,e.push({contexts:n.currentContext,node:t})))}))}dispose(){Object.keys(this.weightMap).forEach((t=>this.weightMap[t].forEach((t=>t.dispose()))))}checkInputShapeAndType(t){Object.keys(t).forEach((e=>{const n=t[e],[r]=P(e),i=this.graph.nodes[r];if(i.attrParams.shape&&i.attrParams.shape.value){const t=i.attrParams.shape.value,e=t.length===n.shape.length&&n.shape.every(((e,n)=>-1===t[n]||t[n]===e));_.util.assert(e,(()=>`The shape of dict['${i.name}'] provided in model.execute(dict) must be [${t}], but was [${n.shape}]`))}i.attrParams.dtype&&i.attrParams.dtype.value&&_.util.assert(n.dtype===i.attrParams.dtype.value,(()=>`The dtype of dict['${i.name}'] provided in model.execute(dict) must be ${i.attrParams.dtype.value}, but was ${n.dtype}`))}))}mapInputs(t){var e,n;const r={};for(const i in t){const o=null===(n=null===(e=this._signature)||void 0===e?void 0:e.inputs)||void 0===n?void 0:n[i];null!=o?r[o.name]=t[i]:r[i]=t[i]}return r}checkInputs(t){const e=Object.keys(t).filter((t=>{const[e]=P(t);return null==this.graph.nodes[e]}));if(e.length>0)throw new Error(`The dict provided in model.execute(dict) has keys: [${e}] that are not part of graph`)}mapOutputs(t){return t.map((t=>{var e,n;const r=null===(n=null===(e=this._signature)||void 0===e?void 0:e.outputs)||void 0===n?void 0:n[t];return null!=r?r.name:t}),{})}checkOutputs(t){t.forEach((t=>{const[e]=P(t);if(!this.graph.nodes[e])throw new Error(`The output '${t}' is not found in the graph`)}))}}class Ut{constructor(t={},e={}){this.hashTableNameToHandle=t,this.hashTableMap=e}addHashTable(t,e){this.hashTableNameToHandle[t]=e.handle,this.hashTableMap[e.id]=e}getHashTableHandleByName(t){return this.hashTableNameToHandle[t]}getHashTableById(t){return this.hashTableMap[t]}dispose(){for(const t in this.hashTableMap)this.hashTableMap[t].clearAndClose(),delete this.hashTableMap[t];for(const t in this.hashTableNameToHandle)this.hashTableNameToHandle[t].dispose(),delete this.hashTableNameToHandle[t]}}var jt=n(77084); +/** + * @license + * Copyright 2018 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */ +const Vt="?tfjs-format=file",Ht="model.json";class Gt{get modelVersion(){return this.version}get inputNodes(){return this.executor.inputNodes}get outputNodes(){return this.executor.outputNodes}get inputs(){return this.executor.inputs}get outputs(){return this.executor.outputs}get weights(){return this.executor.weightMap}get metadata(){return this.artifacts.userDefinedMetadata}get modelSignature(){return this.signature}get modelStructuredOutputKeys(){return this.structuredOutputKeys}constructor(t,e={},n=_.io){this.modelUrl=t,this.loadOptions=e,this.version="n/a",this.io=n,null==e&&(this.loadOptions={}),this.resourceManager=new Ut}findIOHandler(){const t=this.modelUrl;if(null!=t.load)this.handler=t;else if(null!=this.loadOptions.requestInit)this.handler=this.io.browserHTTPRequest(t,this.loadOptions);else{const e=this.io.getLoadHandlers(t,this.loadOptions);if(0===e.length)e.push(this.io.browserHTTPRequest(t,this.loadOptions));else if(e.length>1)throw new Error(`Found more than one (${e.length}) load handlers for URL '${[t]}'`);this.handler=e[0]}}load(){if(this.findIOHandler(),null==this.handler.load)throw new Error("Cannot proceed with model loading because the IOHandler provided does not have the `load` method implemented.");const t=this.handler.load();return _.util.isPromise(t)?t.then((t=>null==t.getWeightStream?this.loadSync(t):this.loadStreaming(t))):this.loadSync(t)}loadSync(t){const e=this.io.decodeWeights(t.weightData,t.weightSpecs);return this.loadWithWeightMap(t,e)}async loadStreaming(t){if(null==t.getWeightStream)throw new Error("Model artifacts missing streamWeights function");const e=await(0,jt.s5)(t.getWeightStream(),t.weightSpecs);return this.loadWithWeightMap(t,e)}loadWithWeightMap(t,e){this.artifacts=t;const n=this.artifacts.modelTopology;let r=this.artifacts.signature;if(null!=this.artifacts.userDefinedMetadata){const t=this.artifacts.userDefinedMetadata;null!=t.signature&&(r=t.signature),null!=t.structuredOutputKeys&&(this.structuredOutputKeys=t.structuredOutputKeys)}if(this.signature=r,this.version=`${n.versions.producer}.${n.versions.minConsumer}`,this.executor=new Bt(tt.Instance.transformGraph(n,this.signature)),this.executor.weightMap=this.convertTensorMapToTensorsMap(e),this.executor.resourceManager=this.resourceManager,null!=t.modelInitializer&&null!=t.modelInitializer.node){const e=tt.Instance.transformGraph(t.modelInitializer);this.initializer=new Bt(e),this.initializer.weightMap=this.executor.weightMap,this.initializer.resourceManager=this.resourceManager,this.initializerSignature=t.initializerSignature}return!0}async save(t,e){if("string"==typeof t){const e=this.io.getSaveHandlers(t);if(0===e.length)throw new Error(`Cannot find any save handlers for URL '${t}'`);if(e.length>1)throw new Error(`Found more than one (${e.length}) save handlers for URL '${t}'`);t=e[0]}if(null==t.save)throw new Error("GraphModel.save() cannot proceed because the IOHandler provided does not have the `save` attribute defined.");return t.save(this.artifacts)}addStructuredOutputNames(t){if(this.structuredOutputKeys){const e=t instanceof _.Tensor?[t]:t,n={};return e.forEach(((t,e)=>n[this.structuredOutputKeys[e]]=t)),n}return t}predict(t,e){const n=this.execute(t,this.outputNodes);return this.addStructuredOutputNames(n)}async predictAsync(t,e){const n=await this.executeAsync(t,this.outputNodes);return this.addStructuredOutputNames(n)}normalizeInputs(t){var e;if(!(t instanceof _.Tensor||Array.isArray(t))){const n=null===(e=this.signature)||void 0===e?void 0:e.inputs;if(null!=n)for(const e in n){const r=n[e];null!=r.resourceId&&(t[e]=this.resourceIdToCapturedInput[r.resourceId])}return t}t=Array.isArray(t)?t:[t];const n=Object.keys(this.resourceIdToCapturedInput).length;if(t.length+n!==this.inputNodes.length)throw new Error(`Input tensor count mismatch, the graph model has ${this.inputNodes.length-n} non-resource placeholders, while there are ${t.length} input tensors provided.`);let r=0;return this.inputNodes.reduce(((e,n)=>{var i,o,a;const s=null===(a=null===(o=null===(i=this.signature)||void 0===i?void 0:i.inputs)||void 0===o?void 0:o[n])||void 0===a?void 0:a.resourceId;return e[n]=null!=s?this.resourceIdToCapturedInput[s]:t[r++],e}),{})}normalizeOutputs(t){return t=t||this.outputNodes,Array.isArray(t)?t:[t]}executeInitializerGraph(){return null==this.initializer?[]:null==this.initializerSignature?this.initializer.execute({},[]):this.initializer.execute({},Object.keys(this.initializerSignature.outputs))}async executeInitializerGraphAsync(){return null==this.initializer?[]:null==this.initializerSignature?this.initializer.executeAsync({},[]):this.initializer.executeAsync({},Object.keys(this.initializerSignature.outputs))}setResourceIdToCapturedInput(t){if(this.resourceIdToCapturedInput={},this.initializerSignature){const e=this.initializerSignature.outputs,n=Object.keys(e);for(let r=0;r1?n:n[0]}async executeAsync(t,e){null==this.resourceIdToCapturedInput&&this.setResourceIdToCapturedInput(await this.executeInitializerGraphAsync()),t=this.normalizeInputs(t),e=this.normalizeOutputs(e);const n=await this.executor.executeAsync(t,e);return n.length>1?n:n[0]}getIntermediateTensors(){return this.executor.getIntermediateTensors()}disposeIntermediateTensors(){this.executor.disposeIntermediateTensors()}convertTensorMapToTensorsMap(t){return Object.keys(t).reduce(((e,n)=>(e[n]=[t[n]],e)),{})}dispose(){this.executor.dispose(),this.initializer&&(this.initializer.dispose(),this.resourceIdToCapturedInput&&(0,_.dispose)(this.resourceIdToCapturedInput)),this.resourceManager.dispose()}}async function Wt(t,e={},n=_.io){if(null==t)throw new Error("modelUrl in loadGraphModel() cannot be null. Please provide a url or an IOHandler that loads the model");null==e&&(e={}),e.fromTFHub&&"string"==typeof t&&(t=function(t){t.endsWith("/")||(t+="/");return`${t}${Ht}${Vt}`}(t));const r=new Gt(t,e,n);return await r.load(),r}} +/** + * @license + * Copyright 2018 Google LLC. All Rights Reserved. + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + * ============================================================================= + */,79045:(t,e,n)=>{"use strict";n.d(e,{A:()=>l});var r=n(31635),i=n(38221),o=n.n(i),a=n(96540);const s=function(t){var e=(0,a.useRef)(t);return e.current=t,e};const u=function(t){var e=s(t);(0,a.useEffect)((function(){return function(){e.current()}}),[])};const l=function(t,e){var n,i=s(t),l=null!==(n=null==e?void 0:e.wait)&&void 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i>0?(i=1/i,t.x=e*i,t.y=n*i,t.z=r*i):(t.x=1,t.y=0,t.z=0),t}length(){const t=this.x,e=this.y,n=this.z;return Math.sqrt(t*t+e*e+n*n)}lengthSquared(){return this.dot(this)}distanceTo(t){const e=this.x,n=this.y,r=this.z,i=t.x,o=t.y,a=t.z;return Math.sqrt((i-e)*(i-e)+(o-n)*(o-n)+(a-r)*(a-r))}distanceSquared(t){const e=this.x,n=this.y,r=this.z,i=t.x,o=t.y,a=t.z;return(i-e)*(i-e)+(o-n)*(o-n)+(a-r)*(a-r)}scale(t,e){void 0===e&&(e=new o);const n=this.x,r=this.y,i=this.z;return e.x=t*n,e.y=t*r,e.z=t*i,e}vmul(t,e){return void 0===e&&(e=new o),e.x=t.x*this.x,e.y=t.y*this.y,e.z=t.z*this.z,e}addScaledVector(t,e,n){return void 0===n&&(n=new o),n.x=this.x+t*e.x,n.y=this.y+t*e.y,n.z=this.z+t*e.z,n}dot(t){return this.x*t.x+this.y*t.y+this.z*t.z}isZero(){return 0===this.x&&0===this.y&&0===this.z}negate(t){return void 0===t&&(t=new o),t.x=-this.x,t.y=-this.y,t.z=-this.z,t}tangents(t,e){const n=this.length();if(n>0){const r=a,i=1/n;r.set(this.x*i,this.y*i,this.z*i);const o=s;Math.abs(r.x)<.9?(o.set(1,0,0),r.cross(o,t)):(o.set(0,1,0),r.cross(o,t)),r.cross(t,e)}else t.set(1,0,0),e.set(0,1,0)}toString(){return`${this.x},${this.y},${this.z}`}toArray(){return[this.x,this.y,this.z]}copy(t){return this.x=t.x,this.y=t.y,this.z=t.z,this}lerp(t,e,n){const r=this.x,i=this.y,o=this.z;n.x=r+(t.x-r)*e,n.y=i+(t.y-i)*e,n.z=o+(t.z-o)*e}almostEquals(t,e){return void 0===e&&(e=1e-6),!(Math.abs(this.x-t.x)>e||Math.abs(this.y-t.y)>e||Math.abs(this.z-t.z)>e)}almostZero(t){return void 0===t&&(t=1e-6),!(Math.abs(this.x)>t||Math.abs(this.y)>t||Math.abs(this.z)>t)}isAntiparallelTo(t,e){return this.negate(u),u.almostEquals(t,e)}clone(){return new o(this.x,this.y,this.z)}}o.ZERO=new o(0,0,0),o.UNIT_X=new o(1,0,0),o.UNIT_Y=new o(0,1,0),o.UNIT_Z=new o(0,0,1);const a=new o,s=new o,u=new o;class l{constructor(t){void 0===t&&(t={}),this.lowerBound=new o,this.upperBound=new o,t.lowerBound&&this.lowerBound.copy(t.lowerBound),t.upperBound&&this.upperBound.copy(t.upperBound)}setFromPoints(t,e,n,r){const i=this.lowerBound,o=this.upperBound,a=n;i.copy(t[0]),a&&a.vmult(i,i),o.copy(i);for(let e=1;eo.x&&(o.x=n.x),n.xo.y&&(o.y=n.y),n.yo.z&&(o.z=n.z),n.z=i.x&&e.y<=r.y&&n.y>=i.y&&e.z<=r.z&&n.z>=i.z}getCorners(t,e,n,r,i,o,a,s){const u=this.lowerBound,l=this.upperBound;t.copy(u),e.set(l.x,u.y,u.z),n.set(l.x,l.y,u.z),r.set(u.x,l.y,l.z),i.set(l.x,u.y,l.z),o.set(u.x,l.y,u.z),a.set(u.x,u.y,l.z),s.copy(l)}toLocalFrame(t,e){const n=h,r=n[0],i=n[1],o=n[2],a=n[3],s=n[4],u=n[5],l=n[6],c=n[7];this.getCorners(r,i,o,a,s,u,l,c);for(let e=0;8!==e;e++){const r=n[e];t.pointToLocal(r,r)}return e.setFromPoints(n)}toWorldFrame(t,e){const n=h,r=n[0],i=n[1],o=n[2],a=n[3],s=n[4],u=n[5],l=n[6],c=n[7];this.getCorners(r,i,o,a,s,u,l,c);for(let e=0;8!==e;e++){const r=n[e];t.pointToWorld(r,r)}return e.setFromPoints(n)}overlapsRay(t){const{direction:e,from:n}=t,r=1/e.x,i=1/e.y,o=1/e.z,a=(this.lowerBound.x-n.x)*r,s=(this.upperBound.x-n.x)*r,u=(this.lowerBound.y-n.y)*i,l=(this.upperBound.y-n.y)*i,c=(this.lowerBound.z-n.z)*o,h=(this.upperBound.z-n.z)*o,d=Math.max(Math.max(Math.min(a,s),Math.min(u,l)),Math.min(c,h)),f=Math.min(Math.min(Math.max(a,s),Math.max(u,l)),Math.max(c,h));return!(f<0)&&!(d>f)}}const c=new o,h=[new o,new o,new o,new o,new o,new o,new o,new o];class d{constructor(){this.matrix=[]}get(t,e){let{index:n}=t,{index:r}=e;if(r>n){const t=r;r=n,n=t}return this.matrix[(n*(n+1)>>1)+r-1]}set(t,e,n){let{index:r}=t,{index:i}=e;if(i>r){const t=i;i=r,r=t}this.matrix[(r*(r+1)>>1)+i-1]=n?1:0}reset(){for(let t=0,e=this.matrix.length;t!==e;t++)this.matrix[t]=0}setNumObjects(t){this.matrix.length=t*(t-1)>>1}}class f{addEventListener(t,e){void 0===this._listeners&&(this._listeners={});const n=this._listeners;return void 0===n[t]&&(n[t]=[]),n[t].includes(e)||n[t].push(e),this}hasEventListener(t,e){if(void 0===this._listeners)return!1;const n=this._listeners;return!(void 0===n[t]||!n[t].includes(e))}hasAnyEventListener(t){if(void 0===this._listeners)return!1;return void 0!==this._listeners[t]}removeEventListener(t,e){if(void 0===this._listeners)return this;const n=this._listeners;if(void 0===n[t])return this;const r=n[t].indexOf(e);return-1!==r&&n[t].splice(r,1),this}dispatchEvent(t){if(void 0===this._listeners)return this;const e=this._listeners[t.type];if(void 0!==e){t.target=this;for(let n=0,r=e.length;n.499&&(n=2*Math.atan2(o,u),r=Math.PI/2,i=0),t<-.499&&(n=-2*Math.atan2(o,u),r=-Math.PI/2,i=0),void 0===n){const e=o*o,l=a*a,c=s*s;n=Math.atan2(2*a*u-2*o*s,1-2*l-2*c),r=Math.asin(2*t),i=Math.atan2(2*o*u-2*a*s,1-2*e-2*c)}}t.y=n,t.z=r,t.x=i}setFromEuler(t,e,n,r){void 0===r&&(r="XYZ");const i=Math.cos(t/2),o=Math.cos(e/2),a=Math.cos(n/2),s=Math.sin(t/2),u=Math.sin(e/2),l=Math.sin(n/2);return"XYZ"===r?(this.x=s*o*a+i*u*l,this.y=i*u*a-s*o*l,this.z=i*o*l+s*u*a,this.w=i*o*a-s*u*l):"YXZ"===r?(this.x=s*o*a+i*u*l,this.y=i*u*a-s*o*l,this.z=i*o*l-s*u*a,this.w=i*o*a+s*u*l):"ZXY"===r?(this.x=s*o*a-i*u*l,this.y=i*u*a+s*o*l,this.z=i*o*l+s*u*a,this.w=i*o*a-s*u*l):"ZYX"===r?(this.x=s*o*a-i*u*l,this.y=i*u*a+s*o*l,this.z=i*o*l-s*u*a,this.w=i*o*a+s*u*l):"YZX"===r?(this.x=s*o*a+i*u*l,this.y=i*u*a+s*o*l,this.z=i*o*l-s*u*a,this.w=i*o*a-s*u*l):"XZY"===r&&(this.x=s*o*a-i*u*l,this.y=i*u*a-s*o*l,this.z=i*o*l+s*u*a,this.w=i*o*a+s*u*l),this}clone(){return new p(this.x,this.y,this.z,this.w)}slerp(t,e,n){void 0===n&&(n=new p);const r=this.x,i=this.y,o=this.z,a=this.w;let s,u,l,c,h,d=t.x,f=t.y,m=t.z,g=t.w;return u=r*d+i*f+o*m+a*g,u<0&&(u=-u,d=-d,f=-f,m=-m,g=-g),1-u>1e-6?(s=Math.acos(u),l=Math.sin(s),c=Math.sin((1-e)*s)/l,h=Math.sin(e*s)/l):(c=1-e,h=e),n.x=c*r+h*d,n.y=c*i+h*f,n.z=c*o+h*m,n.w=c*a+h*g,n}integrate(t,e,n,r){void 0===r&&(r=new p);const i=t.x*n.x,o=t.y*n.y,a=t.z*n.z,s=this.x,u=this.y,l=this.z,c=this.w,h=.5*e;return r.x+=h*(i*c+o*l-a*u),r.y+=h*(o*c+a*s-i*l),r.z+=h*(a*c+i*u-o*s),r.w+=h*(-i*s-o*u-a*l),r}}const m=new o,g=new o;class v{constructor(t){void 0===t&&(t={}),this.id=v.idCounter++,this.type=t.type||0,this.boundingSphereRadius=0,this.collisionResponse=!t.collisionResponse||t.collisionResponse,this.collisionFilterGroup=void 0!==t.collisionFilterGroup?t.collisionFilterGroup:1,this.collisionFilterMask=void 0!==t.collisionFilterMask?t.collisionFilterMask:-1,this.material=t.material?t.material:null,this.body=null}updateBoundingSphereRadius(){throw`computeBoundingSphereRadius() not implemented for shape type ${this.type}`}volume(){throw`volume() not implemented for shape type ${this.type}`}calculateLocalInertia(t,e){throw`calculateLocalInertia() not implemented for shape type ${this.type}`}calculateWorldAABB(t,e,n,r){throw`calculateWorldAABB() not implemented for shape type ${this.type}`}}v.idCounter=0,v.types={SPHERE:1,PLANE:2,BOX:4,COMPOUND:8,CONVEXPOLYHEDRON:16,HEIGHTFIELD:32,PARTICLE:64,CYLINDER:128,TRIMESH:256};class y{constructor(t){void 0===t&&(t={}),this.position=new o,this.quaternion=new p,t.position&&this.position.copy(t.position),t.quaternion&&this.quaternion.copy(t.quaternion)}pointToLocal(t,e){return y.pointToLocalFrame(this.position,this.quaternion,t,e)}pointToWorld(t,e){return y.pointToWorldFrame(this.position,this.quaternion,t,e)}vectorToWorldFrame(t,e){return void 0===e&&(e=new o),this.quaternion.vmult(t,e),e}static pointToLocalFrame(t,e,n,r){return void 0===r&&(r=new o),n.vsub(t,r),e.conjugate(b),b.vmult(r,r),r}static pointToWorldFrame(t,e,n,r){return void 0===r&&(r=new o),e.vmult(n,r),r.vadd(t,r),r}static vectorToWorldFrame(t,e,n){return void 0===n&&(n=new o),t.vmult(e,n),n}static vectorToLocalFrame(t,e,n,r){return void 0===r&&(r=new o),e.w*=-1,e.vmult(n,r),e.w*=-1,r}}const b=new p;class x extends v{constructor(t){void 0===t&&(t={});const{vertices:e=[],faces:n=[],normals:r=[],axes:i,boundingSphereRadius:o}=t;super({type:v.types.CONVEXPOLYHEDRON}),this.vertices=e,this.faces=n,this.faceNormals=r,0===this.faceNormals.length&&this.computeNormals(),o?this.boundingSphereRadius=o:this.updateBoundingSphereRadius(),this.worldVertices=[],this.worldVerticesNeedsUpdate=!0,this.worldFaceNormals=[],this.worldFaceNormalsNeedsUpdate=!0,this.uniqueAxes=i?i.slice():null,this.uniqueEdges=[],this.computeEdges()}computeEdges(){const t=this.faces,e=this.vertices,n=this.uniqueEdges;n.length=0;const r=new o;for(let i=0;i!==t.length;i++){const o=t[i],a=o.length;for(let t=0;t!==a;t++){const i=(t+1)%a;e[o[t]].vsub(e[o[i]],r),r.normalize();let s=!1;for(let t=0;t!==n.length;t++)if(n[t].almostEquals(r)||n[t].almostEquals(r)){s=!0;break}s||n.push(r.clone())}}}computeNormals(){this.faceNormals.length=this.faces.length;for(let t=0;td&&(d=e,h=t)}const f=[];for(let t=0;t=0&&this.clipFaceAgainstHull(a,t,e,f,s,u,l)}findSeparatingAxis(t,e,n,r,i,a,s,u){const l=new o,c=new o,h=new o,d=new o,f=new o,p=new o;let m=Number.MAX_VALUE;const g=this;if(g.uniqueAxes)for(let o=0;o!==g.uniqueAxes.length;o++){n.vmult(g.uniqueAxes[o],l);const s=g.testSepAxis(l,t,e,n,r,i);if(!1===s)return!1;s0&&a.negate(a),!0}testSepAxis(t,e,n,r,i,o){x.project(this,t,n,r,w),x.project(e,t,i,o,_);const a=w[0],s=w[1],u=_[0],l=_[1];if(ae.x&&(e.x=i.x),i.ye.y&&(e.y=i.y),i.ze.z&&(e.z=i.z)}}computeWorldFaceNormals(t){const e=this.faceNormals.length;for(;this.worldFaceNormals.lengtht&&(t=r)}this.boundingSphereRadius=Math.sqrt(t)}calculateWorldAABB(t,e,n,r){const i=this.vertices;let a,s,u,l,c,h,d=new o;for(let n=0;nl)&&(l=r.x),(void 0===s||r.yc)&&(c=r.y),(void 0===u||r.zh)&&(h=r.z)}n.set(a,s,u),r.set(l,c,h)}volume(){return 4*Math.PI*this.boundingSphereRadius/3}getAveragePointLocal(t){void 0===t&&(t=new o);const e=this.vertices;for(let n=0;n0||c>0&&d<0)return!1}return-1}static project(t,e,n,r,i){const o=t.vertices.length,a=S;let s=0,u=0;const l=E,c=t.vertices;l.setZero(),y.vectorToLocalFrame(n,r,e,a),y.pointToLocalFrame(n,r,l,l);const h=l.dot(a);u=s=c[0].dot(a);for(let t=1;ts&&(s=e),es){const t=u;u=s,s=t}i[0]=s,i[1]=u}}const w=[],_=[],S=(new o,new o),E=new o;class M extends v{constructor(t){super({type:v.types.BOX}),this.halfExtents=t,this.convexPolyhedronRepresentation=null,this.updateConvexPolyhedronRepresentation(),this.updateBoundingSphereRadius()}updateConvexPolyhedronRepresentation(){const t=this.halfExtents.x,e=this.halfExtents.y,n=this.halfExtents.z,r=o,i=[new r(-t,-e,-n),new r(t,-e,-n),new r(t,e,-n),new r(-t,e,-n),new r(-t,-e,n),new r(t,-e,n),new r(t,e,n),new r(-t,e,n)],a=[new r(0,0,1),new r(0,1,0),new r(1,0,0)],s=new x({vertices:i,faces:[[3,2,1,0],[4,5,6,7],[5,4,0,1],[2,3,7,6],[0,4,7,3],[1,2,6,5]],axes:a});this.convexPolyhedronRepresentation=s,s.material=this.material}calculateLocalInertia(t,e){return void 0===e&&(e=new o),M.calculateInertia(this.halfExtents,t,e),e}static calculateInertia(t,e,n){const r=t;n.x=1/12*e*(2*r.y*2*r.y+2*r.z*2*r.z),n.y=1/12*e*(2*r.x*2*r.x+2*r.z*2*r.z),n.z=1/12*e*(2*r.y*2*r.y+2*r.x*2*r.x)}getSideNormals(t,e){const n=t,r=this.halfExtents;if(n[0].set(r.x,0,0),n[1].set(0,r.y,0),n[2].set(0,0,r.z),n[3].set(-r.x,0,0),n[4].set(0,-r.y,0),n[5].set(0,0,-r.z),void 0!==e)for(let t=0;t!==n.length;t++)e.vmult(n[t],n[t]);return n}volume(){return 8*this.halfExtents.x*this.halfExtents.y*this.halfExtents.z}updateBoundingSphereRadius(){this.boundingSphereRadius=this.halfExtents.length()}forEachWorldCorner(t,e,n){const r=this.halfExtents,i=[[r.x,r.y,r.z],[-r.x,r.y,r.z],[-r.x,-r.y,r.z],[-r.x,-r.y,-r.z],[r.x,-r.y,-r.z],[r.x,r.y,-r.z],[-r.x,r.y,-r.z],[r.x,-r.y,r.z]];for(let r=0;rr.x&&(r.x=a),s>r.y&&(r.y=s),u>r.z&&(r.z=u),a0?1/e:0,this.material=t.material||null,this.linearDamping="number"==typeof t.linearDamping?t.linearDamping:.01,this.type=e<=0?L.STATIC:L.DYNAMIC,typeof t.type==typeof L.STATIC&&(this.type=t.type),this.allowSleep=void 0===t.allowSleep||t.allowSleep,this.sleepState=L.AWAKE,this.sleepSpeedLimit=void 0!==t.sleepSpeedLimit?t.sleepSpeedLimit:.1,this.sleepTimeLimit=void 0!==t.sleepTimeLimit?t.sleepTimeLimit:1,this.timeLastSleepy=0,this.wakeUpAfterNarrowphase=!1,this.torque=new o,this.quaternion=new p,this.initQuaternion=new p,this.previousQuaternion=new p,this.interpolatedQuaternion=new p,t.quaternion&&(this.quaternion.copy(t.quaternion),this.initQuaternion.copy(t.quaternion),this.previousQuaternion.copy(t.quaternion),this.interpolatedQuaternion.copy(t.quaternion)),this.angularVelocity=new o,t.angularVelocity&&this.angularVelocity.copy(t.angularVelocity),this.initAngularVelocity=new o,this.shapes=[],this.shapeOffsets=[],this.shapeOrientations=[],this.inertia=new o,this.invInertia=new o,this.invInertiaWorld=new r,this.invMassSolve=0,this.invInertiaSolve=new o,this.invInertiaWorldSolve=new r,this.fixedRotation=void 0!==t.fixedRotation&&t.fixedRotation,this.angularDamping=void 0!==t.angularDamping?t.angularDamping:.01,this.linearFactor=new o(1,1,1),t.linearFactor&&this.linearFactor.copy(t.linearFactor),this.angularFactor=new o(1,1,1),t.angularFactor&&this.angularFactor.copy(t.angularFactor),this.aabb=new l,this.aabbNeedsUpdate=!0,this.boundingRadius=0,this.wlambda=new o,this.isTrigger=Boolean(t.isTrigger),t.shape&&this.addShape(t.shape),this.updateMassProperties()}wakeUp(){const t=this.sleepState;this.sleepState=L.AWAKE,this.wakeUpAfterNarrowphase=!1,t===L.SLEEPING&&this.dispatchEvent(L.wakeupEvent)}sleep(){this.sleepState=L.SLEEPING,this.velocity.set(0,0,0),this.angularVelocity.set(0,0,0),this.wakeUpAfterNarrowphase=!1}sleepTick(t){if(this.allowSleep){const e=this.sleepState,n=this.velocity.lengthSquared()+this.angularVelocity.lengthSquared(),r=this.sleepSpeedLimit**2;e===L.AWAKE&&nr?this.wakeUp():e===L.SLEEPY&&t-this.timeLastSleepy>this.sleepTimeLimit&&(this.sleep(),this.dispatchEvent(L.sleepEvent))}}updateSolveMassProperties(){this.sleepState===L.SLEEPING||this.type===L.KINEMATIC?(this.invMassSolve=0,this.invInertiaSolve.setZero(),this.invInertiaWorldSolve.setZero()):(this.invMassSolve=this.invMass,this.invInertiaSolve.copy(this.invInertia),this.invInertiaWorldSolve.copy(this.invInertiaWorld))}pointToLocalFrame(t,e){return void 0===e&&(e=new o),t.vsub(this.position,e),this.quaternion.conjugate().vmult(e,e),e}vectorToLocalFrame(t,e){return void 0===e&&(e=new o),this.quaternion.conjugate().vmult(t,e),e}pointToWorldFrame(t,e){return void 0===e&&(e=new o),this.quaternion.vmult(t,e),e.vadd(this.position,e),e}vectorToWorldFrame(t,e){return void 0===e&&(e=new o),this.quaternion.vmult(t,e),e}addShape(t,e,n){const r=new o,i=new p;return e&&r.copy(e),n&&i.copy(n),this.shapes.push(t),this.shapeOffsets.push(r),this.shapeOrientations.push(i),this.updateMassProperties(),this.updateBoundingRadius(),this.aabbNeedsUpdate=!0,t.body=this,this}removeShape(t){const e=this.shapes.indexOf(t);return-1===e?(console.warn("Shape does not belong to the body"),this):(this.shapes.splice(e,1),this.shapeOffsets.splice(e,1),this.shapeOrientations.splice(e,1),this.updateMassProperties(),this.updateBoundingRadius(),this.aabbNeedsUpdate=!0,t.body=null,this)}updateBoundingRadius(){const t=this.shapes,e=this.shapeOffsets,n=t.length;let r=0;for(let i=0;i!==n;i++){const n=t[i];n.updateBoundingSphereRadius();const o=e[i].length(),a=n.boundingSphereRadius;o+a>r&&(r=o+a)}this.boundingRadius=r}updateAABB(){const t=this.shapes,e=this.shapeOffsets,n=this.shapeOrientations,r=t.length,i=R,o=D,a=this.quaternion,s=this.aabb,u=z;for(let l=0;l!==r;l++){const r=t[l];a.vmult(e[l],i),i.vadd(this.position,i),a.mult(n[l],o),r.calculateWorldAABB(i,o,u.lowerBound,u.upperBound),0===l?s.copy(u):s.extend(u)}this.aabbNeedsUpdate=!1}updateInertiaWorld(t){const e=this.invInertia;if(e.x!==e.y||e.y!==e.z||t){const t=F,n=B;t.setRotationFromQuaternion(this.quaternion),t.transpose(n),t.scale(e,t),t.mmult(n,this.invInertiaWorld)}else;}applyForce(t,e){if(void 0===e&&(e=new o),this.type!==L.DYNAMIC)return;this.sleepState===L.SLEEPING&&this.wakeUp();const n=U;e.cross(t,n),this.force.vadd(t,this.force),this.torque.vadd(n,this.torque)}applyLocalForce(t,e){if(void 0===e&&(e=new o),this.type!==L.DYNAMIC)return;const n=j,r=V;this.vectorToWorldFrame(t,n),this.vectorToWorldFrame(e,r),this.applyForce(n,r)}applyTorque(t){this.type===L.DYNAMIC&&(this.sleepState===L.SLEEPING&&this.wakeUp(),this.torque.vadd(t,this.torque))}applyImpulse(t,e){if(void 0===e&&(e=new o),this.type!==L.DYNAMIC)return;this.sleepState===L.SLEEPING&&this.wakeUp();const n=e,r=H;r.copy(t),r.scale(this.invMass,r),this.velocity.vadd(r,this.velocity);const i=G;n.cross(t,i),this.invInertiaWorld.vmult(i,i),this.angularVelocity.vadd(i,this.angularVelocity)}applyLocalImpulse(t,e){if(void 0===e&&(e=new o),this.type!==L.DYNAMIC)return;const n=W,r=X;this.vectorToWorldFrame(t,n),this.vectorToWorldFrame(e,r),this.applyImpulse(n,r)}updateMassProperties(){const t=Y;this.invMass=this.mass>0?1/this.mass:0;const e=this.inertia,n=this.fixedRotation;this.updateAABB(),t.set((this.aabb.upperBound.x-this.aabb.lowerBound.x)/2,(this.aabb.upperBound.y-this.aabb.lowerBound.y)/2,(this.aabb.upperBound.z-this.aabb.lowerBound.z)/2),M.calculateInertia(t,this.mass,e),this.invInertia.set(e.x>0&&!n?1/e.x:0,e.y>0&&!n?1/e.y:0,e.z>0&&!n?1/e.z:0),this.updateInertiaWorld(!0)}getVelocityAtWorldPoint(t,e){const n=new o;return t.vsub(this.position,n),this.angularVelocity.cross(n,e),this.velocity.vadd(e,e),e}integrate(t,e,n){if(this.previousPosition.copy(this.position),this.previousQuaternion.copy(this.quaternion),this.type!==L.DYNAMIC&&this.type!==L.KINEMATIC||this.sleepState===L.SLEEPING)return;const r=this.velocity,i=this.angularVelocity,o=this.position,a=this.force,s=this.torque,u=this.quaternion,l=this.invMass,c=this.invInertiaWorld,h=this.linearFactor,d=l*t;r.x+=a.x*d*h.x,r.y+=a.y*d*h.y,r.z+=a.z*d*h.z;const f=c.elements,p=this.angularFactor,m=s.x*p.x,g=s.y*p.y,v=s.z*p.z;i.x+=t*(f[0]*m+f[1]*g+f[2]*v),i.y+=t*(f[3]*m+f[4]*g+f[5]*v),i.z+=t*(f[6]*m+f[7]*g+f[8]*v),o.x+=r.x*t,o.y+=r.y*t,o.z+=r.z*t,u.integrate(this.angularVelocity,t,this.angularFactor,u),e&&(n?u.normalizeFast():u.normalize()),this.aabbNeedsUpdate=!0,this.updateInertiaWorld()}}L.idCounter=0,L.COLLIDE_EVENT_NAME="collide",L.DYNAMIC=T,L.STATIC=k,L.KINEMATIC=I,L.AWAKE=N,L.SLEEPY=P,L.SLEEPING=O,L.wakeupEvent={type:"wakeup"},L.sleepyEvent={type:"sleepy"},L.sleepEvent={type:"sleep"};const R=new o,D=new p,z=new l,F=new r,B=new r,U=(new r,new o),j=new o,V=new o,H=new o,G=new o,W=new o,X=new o,Y=new o;class q{constructor(){this.world=null,this.useBoundingBoxes=!1,this.dirty=!0}collisionPairs(t,e,n){throw new Error("collisionPairs not implemented for this BroadPhase class!")}needBroadphaseCollision(t,e){return!!(t.collisionFilterGroup&e.collisionFilterMask&&e.collisionFilterGroup&t.collisionFilterMask)&&(!(t.type&L.STATIC||t.sleepState===L.SLEEPING)||!(e.type&L.STATIC||e.sleepState===L.SLEEPING))}intersectionTest(t,e,n,r){this.useBoundingBoxes?this.doBoundingBoxBroadphase(t,e,n,r):this.doBoundingSphereBroadphase(t,e,n,r)}doBoundingSphereBroadphase(t,e,n,r){const i=$;e.position.vsub(t.position,i);const o=(t.boundingRadius+e.boundingRadius)**2;i.lengthSquared()n.lengthSquared()}aabbQuery(t,e,n){return console.warn(".aabbQuery is not implemented in this Broadphase subclass."),[]}}const $=new o;new o,new p,new o;const K={keys:[]},Z=[],Q=[];new o;new o;new o;class J extends q{constructor(){super()}collisionPairs(t,e,n){const r=t.bodies,i=r.length;let o,a;for(let t=0;t!==i;t++)for(let i=0;i!==t;i++)o=r[t],a=r[i],this.needBroadphaseCollision(o,a)&&this.intersectionTest(o,a,e,n)}aabbQuery(t,e,n){void 0===n&&(n=[]);for(let r=0;r{}}intersectWorld(t,e){return this.mode=e.mode||ht.ANY,this.result=e.result||new tt,this.skipBackfaces=!!e.skipBackfaces,this.collisionFilterMask=void 0!==e.collisionFilterMask?e.collisionFilterMask:-1,this.collisionFilterGroup=void 0!==e.collisionFilterGroup?e.collisionFilterGroup:-1,this.checkCollisionResponse=void 0===e.checkCollisionResponse||e.checkCollisionResponse,e.from&&this.from.copy(e.from),e.to&&this.to.copy(e.to),this.callback=e.callback||(()=>{}),this.hasHit=!1,this.result.reset(),this.updateDirection(),this.getAABB(dt),ft.length=0,t.broadphase.aabbQuery(t,dt,ft),this.intersectBodies(ft),this.hasHit}intersectBody(t,e){e&&(this.result=e,this.updateDirection());const n=this.checkCollisionResponse;if(n&&!t.collisionResponse)return;if(!(this.collisionFilterGroup&t.collisionFilterMask&&t.collisionFilterGroup&this.collisionFilterMask))return;const r=gt,i=vt;for(let e=0,o=t.shapes.length;et.boundingSphereRadius)return;const o=this[t.type];o&&o.call(this,t,e,n,r,t)}_intersectBox(t,e,n,r,i){return this._intersectConvex(t.convexPolyhedronRepresentation,e,n,r,i)}_intersectPlane(t,e,n,r,i){const a=this.from,s=this.to,u=this.direction,l=new o(0,0,1);e.vmult(l,l);const c=new o;a.vsub(n,c);const h=c.dot(l);s.vsub(n,c);if(h*c.dot(l)>0)return;if(a.distanceTo(s)=0&&t<=1&&(o.lerp(a,t,h),h.vsub(n,d),d.normalize(),this.reportIntersection(d,h,i,r,-1)),this.result.shouldStop)return;e>=0&&e<=1&&(o.lerp(a,e,h),h.vsub(n,d),d.normalize(),this.reportIntersection(d,h,i,r,-1))}}_intersectConvex(t,e,n,r,i,o){const a=Tt,s=kt,u=o&&o.faceList||null,l=t.faces,c=t.vertices,h=t.faceNormals,d=this.direction,f=this.from,p=this.to,m=f.distanceTo(p),g=u?u.length:l.length,v=this.result;for(let t=0;!v.shouldStop&&tm||this.reportIntersection(a,yt,i,r,o)}}}}_intersectTrimesh(t,e,n,r,i,o){const a=It,s=Dt,u=zt,l=kt,c=Nt,h=Pt,d=Ot,f=Rt,p=Lt,m=t.indices;t.vertices;const g=this.from,v=this.to,b=this.direction;u.position.copy(n),u.quaternion.copy(e),y.vectorToLocalFrame(n,e,b,c),y.pointToLocalFrame(n,e,g,h),y.pointToLocalFrame(n,e,v,d),d.x*=t.scale.x,d.y*=t.scale.y,d.z*=t.scale.z,h.x*=t.scale.x,h.y*=t.scale.y,h.z*=t.scale.z,d.vsub(h,c),c.normalize();const x=h.distanceSquared(d);t.tree.rayQuery(this,u,s);for(let o=0,u=s.length;!this.result.shouldStop&&o!==u;o++){const u=s[o];t.getNormal(u,a),t.getVertex(m[3*u],bt),bt.vsub(h,l);const d=c.dot(a),g=a.dot(l)/d;if(g<0)continue;c.scale(g,yt),yt.vadd(h,yt),t.getVertex(m[3*u+1],xt),t.getVertex(m[3*u+2],wt);const v=yt.distanceSquared(h);!ht.pointInTriangle(yt,xt,bt,wt)&&!ht.pointInTriangle(yt,bt,xt,wt)||v>x||(y.vectorToWorldFrame(e,a,p),y.pointToWorldFrame(n,e,yt,f),this.reportIntersection(p,f,i,r,u))}s.length=0}reportIntersection(t,e,n,r,i){const o=this.from,a=this.to,s=o.distanceTo(e),u=this.result;if(!(this.skipBackfaces&&t.dot(this.direction)>0))switch(u.hitFaceIndex=void 0!==i?i:-1,this.mode){case ht.ALL:this.hasHit=!0,u.set(o,a,t,e,n,r,s),u.hasHit=!0,this.callback(u);break;case ht.CLOSEST:(s=0&&(c=i*u-o*a)>=0&&l+ce.maxForce&&(d=e.maxForce-m),y[t]+=d,f+=d>0?d:-d,e.addToWlambda(d)}if(f*ft;)e.pop();for(;e.length=0&&l.restitution>=0&&(a.restitution=u.restitution*l.restitution),a.si=i||n,a.sj=o||r,a}createFrictionEquationsFromContact(t,e){const n=t.bi,r=t.bj,i=t.si,o=t.sj,a=this.world,s=this.currentContactMaterial;let u=s.friction;const l=i.material||n.material,c=o.material||r.material;if(l&&c&&l.friction>=0&&c.friction>=0&&(u=l.friction*c.friction),u>0){const i=u*(a.frictionGravity||a.gravity).length();let o=n.invMass+r.invMass;o>0&&(o=1/o);const l=this.frictionEquationPool,c=l.length?l.pop():new oe(n,r,i*o),h=l.length?l.pop():new oe(n,r,i*o);return c.bi=h.bi=n,c.bj=h.bj=r,c.minForce=h.minForce=-i*o,c.maxForce=h.maxForce=i*o,c.ri.copy(t.ri),c.rj.copy(t.rj),h.ri.copy(t.ri),h.rj.copy(t.rj),t.ni.tangents(c.t,h.t),c.setSpookParams(s.frictionEquationStiffness,s.frictionEquationRelaxation,a.dt),h.setSpookParams(s.frictionEquationStiffness,s.frictionEquationRelaxation,a.dt),c.enabled=h.enabled=t.enabled,e.push(c,h),!0}return!1}createFrictionFromAverage(t){let e=this.result[this.result.length-1];if(!this.createFrictionEquationsFromContact(e,this.frictionResult)||1===t)return;const n=this.frictionResult[this.frictionResult.length-2],r=this.frictionResult[this.frictionResult.length-1];We.setZero(),Xe.setZero(),Ye.setZero();const i=e.bi;e.bj;for(let n=0;n!==t;n++)e=this.result[this.result.length-1-n],e.bi!==i?(We.vadd(e.ni,We),Xe.vadd(e.ri,Xe),Ye.vadd(e.rj,Ye)):(We.vsub(e.ni,We),Xe.vadd(e.rj,Xe),Ye.vadd(e.ri,Ye));const o=1/t;Xe.scale(o,n.ri),Ye.scale(o,n.rj),r.ri.copy(n.ri),r.rj.copy(n.rj),We.normalize(),We.tangents(n.t,r.t)}getContacts(t,e,n,r,i,o,a){this.contactPointPool=i,this.frictionEquationPool=a,this.result=r,this.frictionResult=o;const s=Ke,u=Ze,l=qe,c=$e;for(let r=0,i=t.length;r!==i;r++){const i=t[r],o=e[r];let a=null;i.material&&o.material&&(a=n.getContactMaterial(i.material,o.material)||null);const h=i.type&L.KINEMATIC&&o.type&L.STATIC||i.type&L.STATIC&&o.type&L.KINEMATIC||i.type&L.KINEMATIC&&o.type&L.KINEMATIC;for(let t=0;te.boundingSphereRadius+r.boundingSphereRadius)continue;let d=null;e.material&&r.material&&(d=n.getContactMaterial(e.material,r.material)||null),this.currentContactMaterial=d||a||n.defaultContactMaterial;const f=this[e.type|r.type];if(f){let t=!1;t=e.type0){const i=Mn,o=An;i.copy(d[(t+1)%3]),o.copy(d[(t+2)%3]);const a=i.length(),s=o.length();i.normalize(),o.normalize();const u=Sn.dot(i),l=Sn.dot(o);if(u-a&&l-s){const t=Math.abs(r-n-f);if((null===_||t<_)&&(_=t,x=u,w=l,y=n,m.copy(e),g.copy(i),v.copy(o),b++,c))return!0}}}if(b){p=!0;const i=this.createContactEquation(a,s,t,e,u,l);m.scale(-f,i.ri),i.ni.copy(m),i.ni.negate(i.ni),m.scale(y,m),g.scale(x,g),m.vadd(g,m),v.scale(w,v),m.vadd(v,i.rj),i.ri.vadd(n,i.ri),i.ri.vsub(a.position,i.ri),i.rj.vadd(r,i.rj),i.rj.vsub(s.position,i.rj),this.result.push(i),this.createFrictionEquationsFromContact(i,this.frictionResult)}let S=h.get();const E=Tn;for(let i=0;2!==i&&!p;i++)for(let o=0;2!==o&&!p;o++)for(let h=0;2!==h&&!p;h++)if(S.set(0,0,0),i?S.vadd(d[0],S):S.vsub(d[0],S),o?S.vadd(d[1],S):S.vsub(d[1],S),h?S.vadd(d[2],S):S.vsub(d[2],S),r.vadd(S,E),E.vsub(n,E),E.lengthSquared()t.boundingSphereRadius+e.boundingSphereRadius)&&t.findSeparatingAxis(e,n,i,r,o,f,h,d)){const h=[],d=Yn;t.clipAgainstHull(n,i,e,r,o,f,-100,100,h);let p=0;for(let i=0;i!==h.length;i++){if(c)return!0;const o=this.createContactEquation(a,s,t,e,u,l),m=o.ri,g=o.rj;f.negate(o.ni),h[i].normal.negate(d),d.scale(h[i].depth,d),h[i].point.vadd(d,m),g.copy(h[i].point),m.vsub(n,m),g.vsub(r,g),m.vadd(n,m),m.vsub(a.position,m),g.vadd(r,g),g.vsub(s.position,g),this.result.push(o),p++,this.enableFrictionReduction||this.createFrictionEquationsFromContact(o,this.frictionResult)}this.enableFrictionReduction&&p&&this.createFrictionFromAverage(p)}}sphereConvex(t,e,n,r,i,o,a,s,u,l,c){const h=this.v3pool;n.vsub(r,Pn);const d=e.faceNormals,f=e.faces,p=e.vertices,m=t.radius;let g=!1;for(let i=0;i!==p.length;i++){const h=p[i],d=Dn;o.vmult(h,d),r.vadd(d,d);const f=Rn;if(d.vsub(n,f),f.lengthSquared()0){const i=[];for(let t=0,e=y.length;t!==e;t++){const e=h.get();o.vmult(p[y[t]],e),r.vadd(e,e),i.push(e)}if(_n(i,b,n)){if(c)return!0;g=!0;const o=this.createContactEquation(a,s,t,e,u,l);b.scale(-m,o.ri),b.negate(o.ni);const d=h.get();b.scale(-S,d);const f=h.get();b.scale(-m,f),n.vsub(r,o.rj),o.rj.vadd(f,o.rj),o.rj.vadd(d,o.rj),o.rj.vadd(r,o.rj),o.rj.vsub(s.position,o.rj),o.ri.vadd(n,o.ri),o.ri.vsub(a.position,o.ri),h.release(d),h.release(f),this.result.push(o),this.createFrictionEquationsFromContact(o,this.frictionResult);for(let t=0,e=i.length;t!==e;t++)h.release(i[t]);return}for(let d=0;d!==y.length;d++){const f=h.get(),g=h.get();o.vmult(p[y[(d+1)%y.length]],f),o.vmult(p[y[(d+2)%y.length]],g),r.vadd(f,f),r.vadd(g,g);const v=On;g.vsub(f,v);const b=Ln;v.unit(b);const x=h.get(),w=h.get();n.vsub(f,w);const _=w.dot(b);b.scale(_,x),x.vadd(f,x);const S=h.get();if(x.vsub(n,S),_>0&&_*_h.length||b>h[0].length)return;g<0&&(g=0),v<0&&(v=0),b<0&&(b=0),x<0&&(x=0),g>=h.length&&(g=h.length-1),v>=h.length&&(v=h.length-1),x>=h[0].length&&(x=h[0].length-1),b>=h[0].length&&(b=h[0].length-1);const w=[];e.getRectMinMax(g,b,v,x,w);const _=w[0],S=w[1];if(m.z-d>S||m.z+d<_)return;const E=this.result;for(let u=g;u2)return}}boxHeightfield(t,e,n,r,i,o,a,s,u,l,c){return t.convexPolyhedronRepresentation.material=t.material,t.convexPolyhedronRepresentation.collisionResponse=t.collisionResponse,this.convexHeightfield(t.convexPolyhedronRepresentation,e,n,r,i,o,a,s,t,e,c)}convexHeightfield(t,e,n,r,i,o,a,s,u,l,c){const h=e.data,d=e.elementSize,f=t.boundingSphereRadius,p=ir,m=or,g=rr;y.pointToLocalFrame(r,o,n,g);let v=Math.floor((g.x-f)/d)-1,b=Math.ceil((g.x+f)/d)+1,x=Math.floor((g.y-f)/d)-1,w=Math.ceil((g.y+f)/d)+1;if(b<0||w<0||v>h.length||x>h[0].length)return;v<0&&(v=0),b<0&&(b=0),x<0&&(x=0),w<0&&(w=0),v>=h.length&&(v=h.length-1),b>=h.length&&(b=h.length-1),w>=h[0].length&&(w=h[0].length-1),x>=h[0].length&&(x=h[0].length-1);const _=[];e.getRectMinMax(v,x,b,w,_);const S=_[0],E=_[1];if(!(g.z-f>E||g.z+f0&&b<0){m.vsub(h,g),p.copy(f),p.normalize(),x=g.dot(p),p.scale(x,g),g.vadd(h,g);if(g.distanceTo(m)0&&!0===r||c<=0&&!1===r))return!1;null===r&&(r=c>0)}return!0}const Sn=new o,En=new o,Mn=new o,An=new o,Cn=[new o,new o,new o,new o,new o,new o],Tn=new o,kn=new o,In=new o,Nn=new o,Pn=new o,On=new o,Ln=new o,Rn=new o,Dn=new o,zn=new o,Fn=new o,Bn=new o,Un=new o,jn=new o;new o,new o;const Vn=new o,Hn=new o,Gn=new o,Wn=new o,Xn=new o,Yn=new o,qn=new o,$n=new o,Kn=new o,Zn=new o,Qn=new p,Jn=new o;new o;const tr=new o,er=new o,nr=new o,rr=new o,ir=new o,or=[0],ar=new o,sr=new o;class ur{constructor(){this.current=[],this.previous=[]}getKey(t,e){if(er[i];)i++;if(n!==r[i]){for(let t=r.length-1;t>=i;t--)r[t+1]=r[t];r[i]=n}}tick(){const t=this.current;this.current=this.previous,this.previous=t,this.current.length=0}getDiff(t,e){const n=this.current,r=this.previous,i=n.length,o=r.length;let a=0;for(let e=0;er[a];)a++;i=o===r[a],i||lr(t,o)}a=0;for(let t=0;tn[a];)a++;i=n[a]===o,i||lr(e,o)}}}function lr(t,e){t.push((4294901760&e)>>16,65535&e)}const cr=(t,e)=>t0;){delete t[e.pop()]}}}class dr extends f{constructor(t){void 0===t&&(t={}),super(),this.dt=-1,this.allowSleep=!!t.allowSleep,this.contacts=[],this.frictionEquations=[],this.quatNormalizeSkip=void 0!==t.quatNormalizeSkip?t.quatNormalizeSkip:0,this.quatNormalizeFast=void 0!==t.quatNormalizeFast&&t.quatNormalizeFast,this.time=0,this.stepnumber=0,this.default_dt=1/60,this.nextId=0,this.gravity=new o,t.gravity&&this.gravity.copy(t.gravity),t.frictionGravity&&(this.frictionGravity=new o,this.frictionGravity.copy(t.frictionGravity)),this.broadphase=void 0!==t.broadphase?t.broadphase:new J,this.bodies=[],this.hasActiveBodies=!1,this.solver=void 0!==t.solver?t.solver:new fe,this.constraints=[],this.narrowphase=new Ge(this),this.collisionMatrix=new d,this.collisionMatrixPrevious=new d,this.bodyOverlapKeeper=new ur,this.shapeOverlapKeeper=new ur,this.contactmaterials=[],this.contactMaterialTable=new hr,this.defaultMaterial=new le("default"),this.defaultContactMaterial=new ue(this.defaultMaterial,this.defaultMaterial,{friction:.3,restitution:0}),this.doProfiling=!1,this.profile={solve:0,makeContactConstraints:0,broadphase:0,integrate:0,narrowphase:0},this.accumulator=0,this.subsystems=[],this.addBodyEvent={type:"addBody",body:null},this.removeBodyEvent={type:"removeBody",body:null},this.idToBodyMap={},this.broadphase.setWorld(this)}getContactMaterial(t,e){return this.contactMaterialTable.get(t.id,e.id)}collisionMatrixTick(){const t=this.collisionMatrixPrevious;this.collisionMatrixPrevious=this.collisionMatrix,this.collisionMatrix=t,this.collisionMatrix.reset(),this.bodyOverlapKeeper.tick(),this.shapeOverlapKeeper.tick()}addConstraint(t){this.constraints.push(t)}removeConstraint(t){const e=this.constraints.indexOf(t);-1!==e&&this.constraints.splice(e,1)}rayTest(t,e,n){n instanceof tt?this.raycastClosest(t,e,{skipBackfaces:!0},n):this.raycastAll(t,e,{skipBackfaces:!0},n)}raycastAll(t,e,n,r){return void 0===n&&(n={}),n.mode=ht.ALL,n.from=t,n.to=e,n.callback=r,fr.intersectWorld(this,n)}raycastAny(t,e,n,r){return void 0===n&&(n={}),n.mode=ht.ANY,n.from=t,n.to=e,n.result=r,fr.intersectWorld(this,n)}raycastClosest(t,e,n,r){return void 0===n&&(n={}),n.mode=ht.CLOSEST,n.from=t,n.to=e,n.result=r,fr.intersectWorld(this,n)}addBody(t){this.bodies.includes(t)||(t.index=this.bodies.length,this.bodies.push(t),t.world=this,t.initPosition.copy(t.position),t.initVelocity.copy(t.velocity),t.timeLastSleepy=this.time,t instanceof L&&(t.initAngularVelocity.copy(t.angularVelocity),t.initQuaternion.copy(t.quaternion)),this.collisionMatrix.setNumObjects(this.bodies.length),this.addBodyEvent.body=t,this.idToBodyMap[t.id]=t,this.dispatchEvent(this.addBodyEvent))}removeBody(t){t.world=null;const e=this.bodies.length-1,n=this.bodies,r=n.indexOf(t);if(-1!==r){n.splice(r,1);for(let t=0;t!==n.length;t++)n[t].index=t;this.collisionMatrix.setNumObjects(e),this.removeBodyEvent.body=t,delete this.idToBodyMap[t.id],this.dispatchEvent(this.removeBodyEvent)}}getBodyById(t){return this.idToBodyMap[t]}getShapeById(t){const e=this.bodies;for(let n=0;n=t&&i1e3*t)););this.accumulator=this.accumulator%t;const o=this.accumulator/t;for(let t=0;t!==this.bodies.length;t++){const e=this.bodies[t];e.previousPosition.lerp(e.position,o,e.interpolatedPosition),e.previousQuaternion.slerp(e.quaternion,o,e.interpolatedQuaternion),e.previousQuaternion.normalize()}this.time+=e}}internalStep(t){this.dt=t;const e=this.contacts,n=xr,r=wr,i=this.bodies.length,o=this.bodies,a=this.solver,s=this.gravity,u=this.doProfiling,l=this.profile,c=L.DYNAMIC;let h=-1/0;const d=this.constraints,f=br;s.length();const p=s.x,m=s.y,g=s.z;let v=0;for(u&&(h=pr.now()),v=0;v!==i;v++){const t=o[v];if(t.type===c){const e=t.force,n=t.mass;e.x+=n*p,e.y+=n*m,e.z+=n*g}}for(let t=0,e=this.subsystems.length;t!==e;t++)this.subsystems[t].update();u&&(h=pr.now()),n.length=0,r.length=0,this.broadphase.collisionPairs(this,n,r),u&&(l.broadphase=pr.now()-h);let y=d.length;for(v=0;v!==y;v++){const t=d[v];if(!t.collideConnected)for(let e=n.length-1;e>=0;e-=1)(t.bodyA===n[e]&&t.bodyB===r[e]||t.bodyB===n[e]&&t.bodyA===r[e])&&(n.splice(e,1),r.splice(e,1))}this.collisionMatrixTick(),u&&(h=pr.now());const b=yr,x=e.length;for(v=0;v!==x;v++)b.push(e[v]);e.length=0;const w=this.frictionEquations.length;for(v=0;v!==w;v++)f.push(this.frictionEquations[v]);for(this.frictionEquations.length=0,this.narrowphase.getContacts(n,r,this,e,b,this.frictionEquations,f),u&&(l.narrowphase=pr.now()-h),u&&(h=pr.now()),v=0;v=0&&i.material.friction>=0&&(r.material.friction,i.material.friction),r.material.restitution>=0&&i.material.restitution>=0&&(n.restitution=r.material.restitution*i.material.restitution)),a.addEquation(n),r.allowSleep&&r.type===L.DYNAMIC&&r.sleepState===L.SLEEPING&&i.sleepState===L.AWAKE&&i.type!==L.STATIC){i.velocity.lengthSquared()+i.angularVelocity.lengthSquared()>=2*i.sleepSpeedLimit**2&&(r.wakeUpAfterNarrowphase=!0)}if(i.allowSleep&&i.type===L.DYNAMIC&&i.sleepState===L.SLEEPING&&r.sleepState===L.AWAKE&&r.type!==L.STATIC){r.velocity.lengthSquared()+r.angularVelocity.lengthSquared()>=2*r.sleepSpeedLimit**2&&(i.wakeUpAfterNarrowphase=!0)}this.collisionMatrix.set(r,i,!0),this.collisionMatrixPrevious.get(r,i)||(vr.body=i,vr.contact=n,r.dispatchEvent(vr),vr.body=r,i.dispatchEvent(vr)),this.bodyOverlapKeeper.set(r.id,i.id),this.shapeOverlapKeeper.set(o.id,s.id)}for(this.emitContactEvents(),u&&(l.makeContactConstraints=pr.now()-h,h=pr.now()),v=0;v!==i;v++){const t=o[v];t.wakeUpAfterNarrowphase&&(t.wakeUp(),t.wakeUpAfterNarrowphase=!1)}for(y=d.length,v=0;v!==y;v++){const t=d[v];t.update();for(let e=0,n=t.equations.length;e!==n;e++){const n=t.equations[e];a.addEquation(n)}}a.solve(t,this),u&&(l.solve=pr.now()-h),a.removeAllEquations();const S=Math.pow;for(v=0;v!==i;v++){const e=o[v];if(e.type&c){const n=S(1-e.linearDamping,t),r=e.velocity;r.scale(n,r);const i=e.angularVelocity;if(i){const n=S(1-e.angularDamping,t);i.scale(n,i)}}}this.dispatchEvent(gr),u&&(h=pr.now());const E=this.stepnumber%(this.quatNormalizeSkip+1)==0,M=this.quatNormalizeFast;for(v=0;v!==i;v++)o[v].integrate(t,E,M);this.clearForces(),this.broadphase.dirty=!0,u&&(l.integrate=pr.now()-h),this.stepnumber+=1,this.dispatchEvent(mr);let A=!0;if(this.allowSleep)for(A=!1,v=0;v!==i;v++){const t=o[v];t.sleepTick(this.time),t.sleepState!==L.SLEEPING&&(A=!0)}this.hasActiveBodies=A}emitContactEvents(){const t=this.hasAnyEventListener("beginContact"),e=this.hasAnyEventListener("endContact");if((t||e)&&this.bodyOverlapKeeper.getDiff(_r,Sr),t){for(let t=0,e=_r.length;tDate.now()-t}new o;const mr={type:"postStep"},gr={type:"preStep"},vr={type:L.COLLIDE_EVENT_NAME,body:null,contact:null},yr=[],br=[],xr=[],wr=[],_r=[],Sr=[],Er={type:"beginContact",bodyA:null,bodyB:null},Mr={type:"endContact",bodyA:null,bodyB:null},Ar={type:"beginShapeContact",bodyA:null,bodyB:null,shapeA:null,shapeB:null},Cr={type:"endShapeContact",bodyA:null,bodyB:null,shapeA:null,shapeB:null}},15659:(t,e,n)=>{var r=n(51031),i={};for(var o in r)r.hasOwnProperty(o)&&(i[r[o]]=o);var a=t.exports={rgb:{channels:3,labels:"rgb"},hsl:{channels:3,labels:"hsl"},hsv:{channels:3,labels:"hsv"},hwb:{channels:3,labels:"hwb"},cmyk:{channels:4,labels:"cmyk"},xyz:{channels:3,labels:"xyz"},lab:{channels:3,labels:"lab"},lch:{channels:3,labels:"lch"},hex:{channels:1,labels:["hex"]},keyword:{channels:1,labels:["keyword"]},ansi16:{channels:1,labels:["ansi16"]},ansi256:{channels:1,labels:["ansi256"]},hcg:{channels:3,labels:["h","c","g"]},apple:{channels:3,labels:["r16","g16","b16"]},gray:{channels:1,labels:["gray"]}};for(var s in a)if(a.hasOwnProperty(s)){if(!("channels"in a[s]))throw new Error("missing channels property: "+s);if(!("labels"in a[s]))throw new Error("missing channel labels property: "+s);if(a[s].labels.length!==a[s].channels)throw new Error("channel and label counts mismatch: "+s);var u=a[s].channels,l=a[s].labels;delete a[s].channels,delete 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e,n=t[0]/255,r=t[1]/255,i=t[2]/255;return[100*((1-n-(e=Math.min(1-n,1-r,1-i)))/(1-e)||0),100*((1-r-e)/(1-e)||0),100*((1-i-e)/(1-e)||0),100*e]},a.rgb.keyword=function(t){var e=i[t];if(e)return e;var n,o,a,s=1/0;for(var u in r)if(r.hasOwnProperty(u)){var l=r[u],c=(o=t,a=l,Math.pow(o[0]-a[0],2)+Math.pow(o[1]-a[1],2)+Math.pow(o[2]-a[2],2));c.04045?Math.pow((e+.055)/1.055,2.4):e/12.92)+.3576*(n=n>.04045?Math.pow((n+.055)/1.055,2.4):n/12.92)+.1805*(r=r>.04045?Math.pow((r+.055)/1.055,2.4):r/12.92)),100*(.2126*e+.7152*n+.0722*r),100*(.0193*e+.1192*n+.9505*r)]},a.rgb.lab=function(t){var e=a.rgb.xyz(t),n=e[0],r=e[1],i=e[2];return r/=100,i/=108.883,n=(n/=95.047)>.008856?Math.pow(n,1/3):7.787*n+16/116,[116*(r=r>.008856?Math.pow(r,1/3):7.787*r+16/116)-16,500*(n-r),200*(r-(i=i>.008856?Math.pow(i,1/3):7.787*i+16/116))]},a.hsl.rgb=function(t){var e,n,r,i,o,a=t[0]/360,s=t[1]/100,u=t[2]/100;if(0===s)return[o=255*u,o,o];e=2*u-(n=u<.5?u*(1+s):u+s-u*s),i=[0,0,0];for(var 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o=Math.pow(n,3),a=Math.pow(e,3),s=Math.pow(r,3);return n=o>.008856?o:(n-16/116)/7.787,e=a>.008856?a:(e-16/116)/7.787,r=s>.008856?s:(r-16/116)/7.787,[e*=95.047,n*=100,r*=108.883]},a.lab.lch=function(t){var e,n=t[0],r=t[1],i=t[2];return(e=360*Math.atan2(i,r)/2/Math.PI)<0&&(e+=360),[n,Math.sqrt(r*r+i*i),e]},a.lch.lab=function(t){var e,n=t[0],r=t[1];return e=t[2]/360*2*Math.PI,[n,r*Math.cos(e),r*Math.sin(e)]},a.rgb.ansi16=function(t){var e=t[0],n=t[1],r=t[2],i=1 in arguments?arguments[1]:a.rgb.hsv(t)[2];if(0===(i=Math.round(i/50)))return 30;var o=30+(Math.round(r/255)<<2|Math.round(n/255)<<1|Math.round(e/255));return 2===i&&(o+=60),o},a.hsv.ansi16=function(t){return a.rgb.ansi16(a.hsv.rgb(t),t[2])},a.rgb.ansi256=function(t){var e=t[0],n=t[1],r=t[2];return e===n&&n===r?e<8?16:e>248?231:Math.round((e-8)/247*24)+232:16+36*Math.round(e/255*5)+6*Math.round(n/255*5)+Math.round(r/255*5)},a.ansi16.rgb=function(t){var e=t%10;if(0===e||7===e)return t>50&&(e+=3.5),[e=e/10.5*255,e,e];var 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t[0]=r*l+o*c,t[1]=i*l+a*c,t[2]=r*h+o*d,t[3]=i*h+a*d,t[4]=r*f+o*p+s,t[5]=i*f+a*p+u,t}function W(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3],s=e[4],u=e[5],l=Math.sin(n),c=Math.cos(n);return t[0]=r*c+o*l,t[1]=i*c+a*l,t[2]=r*-l+o*c,t[3]=i*-l+a*c,t[4]=s,t[5]=u,t}function X(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3],s=e[4],u=e[5],l=n[0],c=n[1];return t[0]=r*l,t[1]=i*l,t[2]=o*c,t[3]=a*c,t[4]=s,t[5]=u,t}function Y(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3],s=e[4],u=e[5],l=n[0],c=n[1];return t[0]=r,t[1]=i,t[2]=o,t[3]=a,t[4]=r*l+o*c+s,t[5]=i*l+a*c+u,t}function q(t,e){var n=Math.sin(e),r=Math.cos(e);return t[0]=r,t[1]=n,t[2]=-n,t[3]=r,t[4]=0,t[5]=0,t}function $(t,e){return t[0]=e[0],t[1]=0,t[2]=0,t[3]=e[1],t[4]=0,t[5]=0,t}function K(t,e){return t[0]=1,t[1]=0,t[2]=0,t[3]=1,t[4]=e[0],t[5]=e[1],t}function Z(t){return"mat2d("+t[0]+", "+t[1]+", "+t[2]+", "+t[3]+", "+t[4]+", "+t[5]+")"}function Q(t){return Math.hypot(t[0],t[1],t[2],t[3],t[4],t[5],1)}function J(t,e,n){return t[0]=e[0]+n[0],t[1]=e[1]+n[1],t[2]=e[2]+n[2],t[3]=e[3]+n[3],t[4]=e[4]+n[4],t[5]=e[5]+n[5],t}function tt(t,e,n){return t[0]=e[0]-n[0],t[1]=e[1]-n[1],t[2]=e[2]-n[2],t[3]=e[3]-n[3],t[4]=e[4]-n[4],t[5]=e[5]-n[5],t}function et(t,e,n){return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*n,t[5]=e[5]*n,t}function nt(t,e,n,r){return t[0]=e[0]+n[0]*r,t[1]=e[1]+n[1]*r,t[2]=e[2]+n[2]*r,t[3]=e[3]+n[3]*r,t[4]=e[4]+n[4]*r,t[5]=e[5]+n[5]*r,t}function rt(t,e){return t[0]===e[0]&&t[1]===e[1]&&t[2]===e[2]&&t[3]===e[3]&&t[4]===e[4]&&t[5]===e[5]}function it(t,e){var n=t[0],r=t[1],i=t[2],o=t[3],a=t[4],s=t[5],u=e[0],c=e[1],h=e[2],d=e[3],f=e[4],p=e[5];return Math.abs(n-u)<=l.EPSILON*Math.max(1,Math.abs(n),Math.abs(u))&&Math.abs(r-c)<=l.EPSILON*Math.max(1,Math.abs(r),Math.abs(c))&&Math.abs(i-h)<=l.EPSILON*Math.max(1,Math.abs(i),Math.abs(h))&&Math.abs(o-d)<=l.EPSILON*Math.max(1,Math.abs(o),Math.abs(d))&&Math.abs(a-f)<=l.EPSILON*Math.max(1,Math.abs(a),Math.abs(f))&&Math.abs(s-p)<=l.EPSILON*Math.max(1,Math.abs(s),Math.abs(p))}var ot=G,at=tt,st=n(91409);function ut(){var t=new l.ARRAY_TYPE(16);return l.ARRAY_TYPE!=Float32Array&&(t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=0,t[12]=0,t[13]=0,t[14]=0),t[0]=1,t[5]=1,t[10]=1,t[15]=1,t}function lt(t){var e=new l.ARRAY_TYPE(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e}function ct(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}function ht(t,e,n,r,i,o,a,s,u,c,h,d,f,p,m,g){var v=new l.ARRAY_TYPE(16);return v[0]=t,v[1]=e,v[2]=n,v[3]=r,v[4]=i,v[5]=o,v[6]=a,v[7]=s,v[8]=u,v[9]=c,v[10]=h,v[11]=d,v[12]=f,v[13]=p,v[14]=m,v[15]=g,v}function dt(t,e,n,r,i,o,a,s,u,l,c,h,d,f,p,m,g){return t[0]=e,t[1]=n,t[2]=r,t[3]=i,t[4]=o,t[5]=a,t[6]=s,t[7]=u,t[8]=l,t[9]=c,t[10]=h,t[11]=d,t[12]=f,t[13]=p,t[14]=m,t[15]=g,t}function ft(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}function pt(t,e){if(t===e){var n=e[1],r=e[2],i=e[3],o=e[6],a=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=n,t[6]=e[9],t[7]=e[13],t[8]=r,t[9]=o,t[11]=e[14],t[12]=i,t[13]=a,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}function mt(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=e[4],s=e[5],u=e[6],l=e[7],c=e[8],h=e[9],d=e[10],f=e[11],p=e[12],m=e[13],g=e[14],v=e[15],y=n*s-r*a,b=n*u-i*a,x=n*l-o*a,w=r*u-i*s,_=r*l-o*s,S=i*l-o*u,E=c*m-h*p,M=c*g-d*p,A=c*v-f*p,C=h*g-d*m,T=h*v-f*m,k=d*v-f*g,I=y*k-b*T+x*C+w*A-_*M+S*E;return I?(I=1/I,t[0]=(s*k-u*T+l*C)*I,t[1]=(i*T-r*k-o*C)*I,t[2]=(m*S-g*_+v*w)*I,t[3]=(d*_-h*S-f*w)*I,t[4]=(u*A-a*k-l*M)*I,t[5]=(n*k-i*A+o*M)*I,t[6]=(g*x-p*S-v*b)*I,t[7]=(c*S-d*x+f*b)*I,t[8]=(a*T-s*A+l*E)*I,t[9]=(r*A-n*T-o*E)*I,t[10]=(p*_-m*x+v*y)*I,t[11]=(h*x-c*_-f*y)*I,t[12]=(s*M-a*C-u*E)*I,t[13]=(n*C-r*M+i*E)*I,t[14]=(m*b-p*w-g*y)*I,t[15]=(c*w-h*b+d*y)*I,t):null}function gt(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=e[4],s=e[5],u=e[6],l=e[7],c=e[8],h=e[9],d=e[10],f=e[11],p=e[12],m=e[13],g=e[14],v=e[15];return t[0]=s*(d*v-f*g)-h*(u*v-l*g)+m*(u*f-l*d),t[1]=-(r*(d*v-f*g)-h*(i*v-o*g)+m*(i*f-o*d)),t[2]=r*(u*v-l*g)-s*(i*v-o*g)+m*(i*l-o*u),t[3]=-(r*(u*f-l*d)-s*(i*f-o*d)+h*(i*l-o*u)),t[4]=-(a*(d*v-f*g)-c*(u*v-l*g)+p*(u*f-l*d)),t[5]=n*(d*v-f*g)-c*(i*v-o*g)+p*(i*f-o*d),t[6]=-(n*(u*v-l*g)-a*(i*v-o*g)+p*(i*l-o*u)),t[7]=n*(u*f-l*d)-a*(i*f-o*d)+c*(i*l-o*u),t[8]=a*(h*v-f*m)-c*(s*v-l*m)+p*(s*f-l*h),t[9]=-(n*(h*v-f*m)-c*(r*v-o*m)+p*(r*f-o*h)),t[10]=n*(s*v-l*m)-a*(r*v-o*m)+p*(r*l-o*s),t[11]=-(n*(s*f-l*h)-a*(r*f-o*h)+c*(r*l-o*s)),t[12]=-(a*(h*g-d*m)-c*(s*g-u*m)+p*(s*d-u*h)),t[13]=n*(h*g-d*m)-c*(r*g-i*m)+p*(r*d-i*h),t[14]=-(n*(s*g-u*m)-a*(r*g-i*m)+p*(r*u-i*s)),t[15]=n*(s*d-u*h)-a*(r*d-i*h)+c*(r*u-i*s),t}function vt(t){var e=t[0],n=t[1],r=t[2],i=t[3],o=t[4],a=t[5],s=t[6],u=t[7],l=t[8],c=t[9],h=t[10],d=t[11],f=t[12],p=t[13],m=t[14],g=t[15];return(e*a-n*o)*(h*g-d*m)-(e*s-r*o)*(c*g-d*p)+(e*u-i*o)*(c*m-h*p)+(n*s-r*a)*(l*g-d*f)-(n*u-i*a)*(l*m-h*f)+(r*u-i*s)*(l*p-c*f)}function yt(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3],s=e[4],u=e[5],l=e[6],c=e[7],h=e[8],d=e[9],f=e[10],p=e[11],m=e[12],g=e[13],v=e[14],y=e[15],b=n[0],x=n[1],w=n[2],_=n[3];return t[0]=b*r+x*s+w*h+_*m,t[1]=b*i+x*u+w*d+_*g,t[2]=b*o+x*l+w*f+_*v,t[3]=b*a+x*c+w*p+_*y,b=n[4],x=n[5],w=n[6],_=n[7],t[4]=b*r+x*s+w*h+_*m,t[5]=b*i+x*u+w*d+_*g,t[6]=b*o+x*l+w*f+_*v,t[7]=b*a+x*c+w*p+_*y,b=n[8],x=n[9],w=n[10],_=n[11],t[8]=b*r+x*s+w*h+_*m,t[9]=b*i+x*u+w*d+_*g,t[10]=b*o+x*l+w*f+_*v,t[11]=b*a+x*c+w*p+_*y,b=n[12],x=n[13],w=n[14],_=n[15],t[12]=b*r+x*s+w*h+_*m,t[13]=b*i+x*u+w*d+_*g,t[14]=b*o+x*l+w*f+_*v,t[15]=b*a+x*c+w*p+_*y,t}function bt(t,e,n){var r,i,o,a,s,u,l,c,h,d,f,p,m=n[0],g=n[1],v=n[2];return e===t?(t[12]=e[0]*m+e[4]*g+e[8]*v+e[12],t[13]=e[1]*m+e[5]*g+e[9]*v+e[13],t[14]=e[2]*m+e[6]*g+e[10]*v+e[14],t[15]=e[3]*m+e[7]*g+e[11]*v+e[15]):(r=e[0],i=e[1],o=e[2],a=e[3],s=e[4],u=e[5],l=e[6],c=e[7],h=e[8],d=e[9],f=e[10],p=e[11],t[0]=r,t[1]=i,t[2]=o,t[3]=a,t[4]=s,t[5]=u,t[6]=l,t[7]=c,t[8]=h,t[9]=d,t[10]=f,t[11]=p,t[12]=r*m+s*g+h*v+e[12],t[13]=i*m+u*g+d*v+e[13],t[14]=o*m+l*g+f*v+e[14],t[15]=a*m+c*g+p*v+e[15]),t}function xt(t,e,n){var r=n[0],i=n[1],o=n[2];return t[0]=e[0]*r,t[1]=e[1]*r,t[2]=e[2]*r,t[3]=e[3]*r,t[4]=e[4]*i,t[5]=e[5]*i,t[6]=e[6]*i,t[7]=e[7]*i,t[8]=e[8]*o,t[9]=e[9]*o,t[10]=e[10]*o,t[11]=e[11]*o,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}function wt(t,e,n,r){var i,o,a,s,u,c,h,d,f,p,m,g,v,y,b,x,w,_,S,E,M,A,C,T,k=r[0],I=r[1],N=r[2],P=Math.hypot(k,I,N);return P0?(n[0]=2*(s*a+h*r+u*o-c*i)/d,n[1]=2*(u*a+h*i+c*r-s*o)/d,n[2]=2*(c*a+h*o+s*i-u*r)/d):(n[0]=2*(s*a+h*r+u*o-c*i),n[1]=2*(u*a+h*i+c*r-s*o),n[2]=2*(c*a+h*o+s*i-u*r)),Nt(t,e,n),t}function Ot(t,e){return t[0]=e[12],t[1]=e[13],t[2]=e[14],t}function Lt(t,e){var n=e[0],r=e[1],i=e[2],o=e[4],a=e[5],s=e[6],u=e[8],l=e[9],c=e[10];return t[0]=Math.hypot(n,r,i),t[1]=Math.hypot(o,a,s),t[2]=Math.hypot(u,l,c),t}function Rt(t,e){var n=new l.ARRAY_TYPE(3);Lt(n,e);var r=1/n[0],i=1/n[1],o=1/n[2],a=e[0]*r,s=e[1]*i,u=e[2]*o,c=e[4]*r,h=e[5]*i,d=e[6]*o,f=e[8]*r,p=e[9]*i,m=e[10]*o,g=a+h+m,v=0;return g>0?(v=2*Math.sqrt(g+1),t[3]=.25*v,t[0]=(d-p)/v,t[1]=(f-u)/v,t[2]=(s-c)/v):a>h&&a>m?(v=2*Math.sqrt(1+a-h-m),t[3]=(d-p)/v,t[0]=.25*v,t[1]=(s+c)/v,t[2]=(f+u)/v):h>m?(v=2*Math.sqrt(1+h-a-m),t[3]=(f-u)/v,t[0]=(s+c)/v,t[1]=.25*v,t[2]=(d+p)/v):(v=2*Math.sqrt(1+m-a-h),t[3]=(s-c)/v,t[0]=(f+u)/v,t[1]=(d+p)/v,t[2]=.25*v),t}function Dt(t,e,n,r){var i=e[0],o=e[1],a=e[2],s=e[3],u=i+i,l=o+o,c=a+a,h=i*u,d=i*l,f=i*c,p=o*l,m=o*c,g=a*c,v=s*u,y=s*l,b=s*c,x=r[0],w=r[1],_=r[2];return t[0]=(1-(p+g))*x,t[1]=(d+b)*x,t[2]=(f-y)*x,t[3]=0,t[4]=(d-b)*w,t[5]=(1-(h+g))*w,t[6]=(m+v)*w,t[7]=0,t[8]=(f+y)*_,t[9]=(m-v)*_,t[10]=(1-(h+p))*_,t[11]=0,t[12]=n[0],t[13]=n[1],t[14]=n[2],t[15]=1,t}function zt(t,e,n,r,i){var o=e[0],a=e[1],s=e[2],u=e[3],l=o+o,c=a+a,h=s+s,d=o*l,f=o*c,p=o*h,m=a*c,g=a*h,v=s*h,y=u*l,b=u*c,x=u*h,w=r[0],_=r[1],S=r[2],E=i[0],M=i[1],A=i[2],C=(1-(m+v))*w,T=(f+x)*w,k=(p-b)*w,I=(f-x)*_,N=(1-(d+v))*_,P=(g+y)*_,O=(p+b)*S,L=(g-y)*S,R=(1-(d+m))*S;return t[0]=C,t[1]=T,t[2]=k,t[3]=0,t[4]=I,t[5]=N,t[6]=P,t[7]=0,t[8]=O,t[9]=L,t[10]=R,t[11]=0,t[12]=n[0]+E-(C*E+I*M+O*A),t[13]=n[1]+M-(T*E+N*M+L*A),t[14]=n[2]+A-(k*E+P*M+R*A),t[15]=1,t}function Ft(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=n+n,s=r+r,u=i+i,l=n*a,c=r*a,h=r*s,d=i*a,f=i*s,p=i*u,m=o*a,g=o*s,v=o*u;return t[0]=1-h-p,t[1]=c+v,t[2]=d-g,t[3]=0,t[4]=c-v,t[5]=1-l-p,t[6]=f+m,t[7]=0,t[8]=d+g,t[9]=f-m,t[10]=1-l-h,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}function Bt(t,e,n,r,i,o,a){var s=1/(n-e),u=1/(i-r),l=1/(o-a);return t[0]=2*o*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=2*o*u,t[6]=0,t[7]=0,t[8]=(n+e)*s,t[9]=(i+r)*u,t[10]=(a+o)*l,t[11]=-1,t[12]=0,t[13]=0,t[14]=a*o*2*l,t[15]=0,t}function Ut(t,e,n,r,i){var o,a=1/Math.tan(e/2);return t[0]=a/n,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=-1,t[12]=0,t[13]=0,t[15]=0,null!=i&&i!==1/0?(o=1/(r-i),t[10]=(i+r)*o,t[14]=2*i*r*o):(t[10]=-1,t[14]=-2*r),t}var jt=Ut;function Vt(t,e,n,r,i){var o,a=1/Math.tan(e/2);return t[0]=a/n,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=a,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[11]=-1,t[12]=0,t[13]=0,t[15]=0,null!=i&&i!==1/0?(o=1/(r-i),t[10]=i*o,t[14]=i*r*o):(t[10]=-1,t[14]=-r),t}function Ht(t,e,n,r){var i=Math.tan(e.upDegrees*Math.PI/180),o=Math.tan(e.downDegrees*Math.PI/180),a=Math.tan(e.leftDegrees*Math.PI/180),s=Math.tan(e.rightDegrees*Math.PI/180),u=2/(a+s),l=2/(i+o);return t[0]=u,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=l,t[6]=0,t[7]=0,t[8]=-(a-s)*u*.5,t[9]=(i-o)*l*.5,t[10]=r/(n-r),t[11]=-1,t[12]=0,t[13]=0,t[14]=r*n/(n-r),t[15]=0,t}function Gt(t,e,n,r,i,o,a){var s=1/(e-n),u=1/(r-i),l=1/(o-a);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*u,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*l,t[11]=0,t[12]=(e+n)*s,t[13]=(i+r)*u,t[14]=(a+o)*l,t[15]=1,t}var Wt=Gt;function Xt(t,e,n,r,i,o,a){var s=1/(e-n),u=1/(r-i),l=1/(o-a);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*u,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=l,t[11]=0,t[12]=(e+n)*s,t[13]=(i+r)*u,t[14]=o*l,t[15]=1,t}function Yt(t,e,n,r){var i,o,a,s,u,c,h,d,f,p,m=e[0],g=e[1],v=e[2],y=r[0],b=r[1],x=r[2],w=n[0],_=n[1],S=n[2];return Math.abs(m-w)0&&(c*=f=1/Math.sqrt(f),h*=f,d*=f);var p=u*d-l*h,m=l*c-s*d,g=s*h-u*c;return(f=p*p+m*m+g*g)>0&&(p*=f=1/Math.sqrt(f),m*=f,g*=f),t[0]=p,t[1]=m,t[2]=g,t[3]=0,t[4]=h*g-d*m,t[5]=d*p-c*g,t[6]=c*m-h*p,t[7]=0,t[8]=c,t[9]=h,t[10]=d,t[11]=0,t[12]=i,t[13]=o,t[14]=a,t[15]=1,t}function $t(t){return"mat4("+t[0]+", "+t[1]+", "+t[2]+", "+t[3]+", "+t[4]+", "+t[5]+", "+t[6]+", "+t[7]+", "+t[8]+", "+t[9]+", "+t[10]+", "+t[11]+", "+t[12]+", "+t[13]+", "+t[14]+", "+t[15]+")"}function Kt(t){return Math.hypot(t[0],t[1],t[2],t[3],t[4],t[5],t[6],t[7],t[8],t[9],t[10],t[11],t[12],t[13],t[14],t[15])}function Zt(t,e,n){return t[0]=e[0]+n[0],t[1]=e[1]+n[1],t[2]=e[2]+n[2],t[3]=e[3]+n[3],t[4]=e[4]+n[4],t[5]=e[5]+n[5],t[6]=e[6]+n[6],t[7]=e[7]+n[7],t[8]=e[8]+n[8],t[9]=e[9]+n[9],t[10]=e[10]+n[10],t[11]=e[11]+n[11],t[12]=e[12]+n[12],t[13]=e[13]+n[13],t[14]=e[14]+n[14],t[15]=e[15]+n[15],t}function Qt(t,e,n){return t[0]=e[0]-n[0],t[1]=e[1]-n[1],t[2]=e[2]-n[2],t[3]=e[3]-n[3],t[4]=e[4]-n[4],t[5]=e[5]-n[5],t[6]=e[6]-n[6],t[7]=e[7]-n[7],t[8]=e[8]-n[8],t[9]=e[9]-n[9],t[10]=e[10]-n[10],t[11]=e[11]-n[11],t[12]=e[12]-n[12],t[13]=e[13]-n[13],t[14]=e[14]-n[14],t[15]=e[15]-n[15],t}function Jt(t,e,n){return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*n,t[5]=e[5]*n,t[6]=e[6]*n,t[7]=e[7]*n,t[8]=e[8]*n,t[9]=e[9]*n,t[10]=e[10]*n,t[11]=e[11]*n,t[12]=e[12]*n,t[13]=e[13]*n,t[14]=e[14]*n,t[15]=e[15]*n,t}function te(t,e,n,r){return t[0]=e[0]+n[0]*r,t[1]=e[1]+n[1]*r,t[2]=e[2]+n[2]*r,t[3]=e[3]+n[3]*r,t[4]=e[4]+n[4]*r,t[5]=e[5]+n[5]*r,t[6]=e[6]+n[6]*r,t[7]=e[7]+n[7]*r,t[8]=e[8]+n[8]*r,t[9]=e[9]+n[9]*r,t[10]=e[10]+n[10]*r,t[11]=e[11]+n[11]*r,t[12]=e[12]+n[12]*r,t[13]=e[13]+n[13]*r,t[14]=e[14]+n[14]*r,t[15]=e[15]+n[15]*r,t}function ee(t,e){return t[0]===e[0]&&t[1]===e[1]&&t[2]===e[2]&&t[3]===e[3]&&t[4]===e[4]&&t[5]===e[5]&&t[6]===e[6]&&t[7]===e[7]&&t[8]===e[8]&&t[9]===e[9]&&t[10]===e[10]&&t[11]===e[11]&&t[12]===e[12]&&t[13]===e[13]&&t[14]===e[14]&&t[15]===e[15]}function ne(t,e){var n=t[0],r=t[1],i=t[2],o=t[3],a=t[4],s=t[5],u=t[6],c=t[7],h=t[8],d=t[9],f=t[10],p=t[11],m=t[12],g=t[13],v=t[14],y=t[15],b=e[0],x=e[1],w=e[2],_=e[3],S=e[4],E=e[5],M=e[6],A=e[7],C=e[8],T=e[9],k=e[10],I=e[11],N=e[12],P=e[13],O=e[14],L=e[15];return 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re=yt,ie=Qt,oe=n(30329);function ae(){var t=new l.ARRAY_TYPE(4);return l.ARRAY_TYPE!=Float32Array&&(t[0]=0,t[1]=0,t[2]=0,t[3]=0),t}function se(t){var e=new l.ARRAY_TYPE(4);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e}function ue(t,e,n,r){var i=new l.ARRAY_TYPE(4);return i[0]=t,i[1]=e,i[2]=n,i[3]=r,i}function le(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t}function ce(t,e,n,r,i){return t[0]=e,t[1]=n,t[2]=r,t[3]=i,t}function he(t,e,n){return t[0]=e[0]+n[0],t[1]=e[1]+n[1],t[2]=e[2]+n[2],t[3]=e[3]+n[3],t}function de(t,e,n){return t[0]=e[0]-n[0],t[1]=e[1]-n[1],t[2]=e[2]-n[2],t[3]=e[3]-n[3],t}function fe(t,e,n){return t[0]=e[0]*n[0],t[1]=e[1]*n[1],t[2]=e[2]*n[2],t[3]=e[3]*n[3],t}function pe(t,e,n){return t[0]=e[0]/n[0],t[1]=e[1]/n[1],t[2]=e[2]/n[2],t[3]=e[3]/n[3],t}function me(t,e){return t[0]=Math.ceil(e[0]),t[1]=Math.ceil(e[1]),t[2]=Math.ceil(e[2]),t[3]=Math.ceil(e[3]),t}function ge(t,e){return t[0]=Math.floor(e[0]),t[1]=Math.floor(e[1]),t[2]=Math.floor(e[2]),t[3]=Math.floor(e[3]),t}function ve(t,e,n){return t[0]=Math.min(e[0],n[0]),t[1]=Math.min(e[1],n[1]),t[2]=Math.min(e[2],n[2]),t[3]=Math.min(e[3],n[3]),t}function ye(t,e,n){return t[0]=Math.max(e[0],n[0]),t[1]=Math.max(e[1],n[1]),t[2]=Math.max(e[2],n[2]),t[3]=Math.max(e[3],n[3]),t}function be(t,e){return t[0]=Math.round(e[0]),t[1]=Math.round(e[1]),t[2]=Math.round(e[2]),t[3]=Math.round(e[3]),t}function xe(t,e,n){return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t}function we(t,e,n,r){return t[0]=e[0]+n[0]*r,t[1]=e[1]+n[1]*r,t[2]=e[2]+n[2]*r,t[3]=e[3]+n[3]*r,t}function _e(t,e){var n=e[0]-t[0],r=e[1]-t[1],i=e[2]-t[2],o=e[3]-t[3];return Math.hypot(n,r,i,o)}function Se(t,e){var n=e[0]-t[0],r=e[1]-t[1],i=e[2]-t[2],o=e[3]-t[3];return n*n+r*r+i*i+o*o}function Ee(t){var e=t[0],n=t[1],r=t[2],i=t[3];return Math.hypot(e,n,r,i)}function Me(t){var e=t[0],n=t[1],r=t[2],i=t[3];return e*e+n*n+r*r+i*i}function Ae(t,e){return t[0]=-e[0],t[1]=-e[1],t[2]=-e[2],t[3]=-e[3],t}function Ce(t,e){return t[0]=1/e[0],t[1]=1/e[1],t[2]=1/e[2],t[3]=1/e[3],t}function Te(t,e){var n=e[0],r=e[1],i=e[2],o=e[3],a=n*n+r*r+i*i+o*o;return a>0&&(a=1/Math.sqrt(a)),t[0]=n*a,t[1]=r*a,t[2]=i*a,t[3]=o*a,t}function ke(t,e){return t[0]*e[0]+t[1]*e[1]+t[2]*e[2]+t[3]*e[3]}function Ie(t,e,n,r){var i=n[0]*r[1]-n[1]*r[0],o=n[0]*r[2]-n[2]*r[0],a=n[0]*r[3]-n[3]*r[0],s=n[1]*r[2]-n[2]*r[1],u=n[1]*r[3]-n[3]*r[1],l=n[2]*r[3]-n[3]*r[2],c=e[0],h=e[1],d=e[2],f=e[3];return t[0]=h*l-d*u+f*s,t[1]=-c*l+d*a-f*o,t[2]=c*u-h*a+f*i,t[3]=-c*s+h*o-d*i,t}function Ne(t,e,n,r){var i=e[0],o=e[1],a=e[2],s=e[3];return t[0]=i+r*(n[0]-i),t[1]=o+r*(n[1]-o),t[2]=a+r*(n[2]-a),t[3]=s+r*(n[3]-s),t}function Pe(t,e){var n,r,i,o,a,s;e=e||1;do{a=(n=2*l.RANDOM()-1)*n+(r=2*l.RANDOM()-1)*r}while(a>=1);do{s=(i=2*l.RANDOM()-1)*i+(o=2*l.RANDOM()-1)*o}while(s>=1);var u=Math.sqrt((1-a)/s);return t[0]=e*n,t[1]=e*r,t[2]=e*i*u,t[3]=e*o*u,t}function Oe(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3];return t[0]=n[0]*r+n[4]*i+n[8]*o+n[12]*a,t[1]=n[1]*r+n[5]*i+n[9]*o+n[13]*a,t[2]=n[2]*r+n[6]*i+n[10]*o+n[14]*a,t[3]=n[3]*r+n[7]*i+n[11]*o+n[15]*a,t}function Le(t,e,n){var r=e[0],i=e[1],o=e[2],a=n[0],s=n[1],u=n[2],l=n[3],c=l*r+s*o-u*i,h=l*i+u*r-a*o,d=l*o+a*i-s*r,f=-a*r-s*i-u*o;return t[0]=c*l+f*-a+h*-u-d*-s,t[1]=h*l+f*-s+d*-a-c*-u,t[2]=d*l+f*-u+c*-s-h*-a,t[3]=e[3],t}function Re(t){return t[0]=0,t[1]=0,t[2]=0,t[3]=0,t}function De(t){return"vec4("+t[0]+", "+t[1]+", "+t[2]+", "+t[3]+")"}function ze(t,e){return t[0]===e[0]&&t[1]===e[1]&&t[2]===e[2]&&t[3]===e[3]}function Fe(t,e){var n=t[0],r=t[1],i=t[2],o=t[3],a=e[0],s=e[1],u=e[2],c=e[3];return Math.abs(n-a)<=l.EPSILON*Math.max(1,Math.abs(n),Math.abs(a))&&Math.abs(r-s)<=l.EPSILON*Math.max(1,Math.abs(r),Math.abs(s))&&Math.abs(i-u)<=l.EPSILON*Math.max(1,Math.abs(i),Math.abs(u))&&Math.abs(o-c)<=l.EPSILON*Math.max(1,Math.abs(o),Math.abs(c))}var Be,Ue=de,je=fe,Ve=pe,He=_e,Ge=Se,We=Ee,Xe=Me,Ye=(Be=ae(),function(t,e,n,r,i,o){var a,s;for(e||(e=4),n||(n=0),s=r?Math.min(r*e+n,t.length):t.length,a=n;al.EPSILON?(t[0]=e[0]/r,t[1]=e[1]/r,t[2]=e[2]/r):(t[0]=1,t[1]=0,t[2]=0),n}function Qe(t,e){var n=Tn(t,e);return Math.acos(2*n*n-1)}function Je(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3],s=n[0],u=n[1],l=n[2],c=n[3];return t[0]=r*c+a*s+i*l-o*u,t[1]=i*c+a*u+o*s-r*l,t[2]=o*c+a*l+r*u-i*s,t[3]=a*c-r*s-i*u-o*l,t}function tn(t,e,n){n*=.5;var r=e[0],i=e[1],o=e[2],a=e[3],s=Math.sin(n),u=Math.cos(n);return t[0]=r*u+a*s,t[1]=i*u+o*s,t[2]=o*u-i*s,t[3]=a*u-r*s,t}function en(t,e,n){n*=.5;var r=e[0],i=e[1],o=e[2],a=e[3],s=Math.sin(n),u=Math.cos(n);return t[0]=r*u-o*s,t[1]=i*u+a*s,t[2]=o*u+r*s,t[3]=a*u-i*s,t}function nn(t,e,n){n*=.5;var r=e[0],i=e[1],o=e[2],a=e[3],s=Math.sin(n),u=Math.cos(n);return t[0]=r*u+i*s,t[1]=i*u-r*s,t[2]=o*u+a*s,t[3]=a*u-o*s,t}function rn(t,e){var n=e[0],r=e[1],i=e[2];return 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n=e[0],r=e[1],i=e[2],o=e[3],a=n*n+r*r+i*i+o*o,s=a?1/a:0;return t[0]=-n*s,t[1]=-r*s,t[2]=-i*s,t[3]=o*s,t}function hn(t,e){return t[0]=-e[0],t[1]=-e[1],t[2]=-e[2],t[3]=e[3],t}function dn(t,e){var n,r=e[0]+e[4]+e[8];if(r>0)n=Math.sqrt(r+1),t[3]=.5*n,n=.5/n,t[0]=(e[5]-e[7])*n,t[1]=(e[6]-e[2])*n,t[2]=(e[1]-e[3])*n;else{var i=0;e[4]>e[0]&&(i=1),e[8]>e[3*i+i]&&(i=2);var o=(i+1)%3,a=(i+2)%3;n=Math.sqrt(e[3*i+i]-e[3*o+o]-e[3*a+a]+1),t[i]=.5*n,n=.5/n,t[3]=(e[3*o+a]-e[3*a+o])*n,t[o]=(e[3*o+i]+e[3*i+o])*n,t[a]=(e[3*a+i]+e[3*i+a])*n}return t}function fn(t,e,n,r){var i=.5*Math.PI/180;e*=i,n*=i,r*=i;var o=Math.sin(e),a=Math.cos(e),s=Math.sin(n),u=Math.cos(n),l=Math.sin(r),c=Math.cos(r);return t[0]=o*u*c-a*s*l,t[1]=a*s*c+o*u*l,t[2]=a*u*l-o*s*c,t[3]=a*u*c+o*s*l,t}function pn(t){return"quat("+t[0]+", "+t[1]+", "+t[2]+", "+t[3]+")"}var mn,gn,vn,yn,bn,xn,wn=se,_n=ue,Sn=le,En=ce,Mn=he,An=Je,Cn=xe,Tn=ke,kn=Ne,In=Ee,Nn=In,Pn=Me,On=Pn,Ln=Te,Rn=ze,Dn=Fe,zn=(mn=oe.create(),gn=oe.fromValues(1,0,0),vn=oe.fromValues(0,1,0),function(t,e,n){var r=oe.dot(e,n);return r<-.999999?(oe.cross(mn,gn,e),oe.len(mn)<1e-6&&oe.cross(mn,vn,e),oe.normalize(mn,mn),Ke(t,mn,Math.PI),t):r>.999999?(t[0]=0,t[1]=0,t[2]=0,t[3]=1,t):(oe.cross(mn,e,n),t[0]=mn[0],t[1]=mn[1],t[2]=mn[2],t[3]=1+r,Ln(t,t))}),Fn=(yn=qe(),bn=qe(),function(t,e,n,r,i,o){return un(yn,e,i,o),un(bn,n,r,o),un(t,yn,bn,2*o*(1-o)),t}),Bn=(xn=st.create(),function(t,e,n,r){return xn[0]=n[0],xn[3]=n[1],xn[6]=n[2],xn[1]=r[0],xn[4]=r[1],xn[7]=r[2],xn[2]=-e[0],xn[5]=-e[1],xn[8]=-e[2],Ln(t,dn(t,xn))});function Un(){var t=new l.ARRAY_TYPE(8);return l.ARRAY_TYPE!=Float32Array&&(t[0]=0,t[1]=0,t[2]=0,t[4]=0,t[5]=0,t[6]=0,t[7]=0),t[3]=1,t}function jn(t){var e=new l.ARRAY_TYPE(8);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e}function Vn(t,e,n,r,i,o,a,s){var u=new l.ARRAY_TYPE(8);return u[0]=t,u[1]=e,u[2]=n,u[3]=r,u[4]=i,u[5]=o,u[6]=a,u[7]=s,u}function Hn(t,e,n,r,i,o,a){var s=new l.ARRAY_TYPE(8);s[0]=t,s[1]=e,s[2]=n,s[3]=r;var u=.5*i,c=.5*o,h=.5*a;return s[4]=u*r+c*n-h*e,s[5]=c*r+h*t-u*n,s[6]=h*r+u*e-c*t,s[7]=-u*t-c*e-h*n,s}function Gn(t,e,n){var r=.5*n[0],i=.5*n[1],o=.5*n[2],a=e[0],s=e[1],u=e[2],l=e[3];return t[0]=a,t[1]=s,t[2]=u,t[3]=l,t[4]=r*l+i*u-o*s,t[5]=i*l+o*a-r*u,t[6]=o*l+r*s-i*a,t[7]=-r*a-i*s-o*u,t}function Wn(t,e){return t[0]=0,t[1]=0,t[2]=0,t[3]=1,t[4]=.5*e[0],t[5]=.5*e[1],t[6]=.5*e[2],t[7]=0,t}function Xn(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=0,t[5]=0,t[6]=0,t[7]=0,t}function Yn(t,e){var n=qe();Rt(n,e);var r=new l.ARRAY_TYPE(3);return Ot(r,e),Gn(t,n,r),t}function qn(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t}function $n(t){return t[0]=0,t[1]=0,t[2]=0,t[3]=1,t[4]=0,t[5]=0,t[6]=0,t[7]=0,t}function Kn(t,e,n,r,i,o,a,s,u){return t[0]=e,t[1]=n,t[2]=r,t[3]=i,t[4]=o,t[5]=a,t[6]=s,t[7]=u,t}var Zn=Sn;function Qn(t,e){return t[0]=e[4],t[1]=e[5],t[2]=e[6],t[3]=e[7],t}var Jn=Sn;function tr(t,e){return t[4]=e[0],t[5]=e[1],t[6]=e[2],t[7]=e[3],t}function er(t,e){var n=e[4],r=e[5],i=e[6],o=e[7],a=-e[0],s=-e[1],u=-e[2],l=e[3];return t[0]=2*(n*l+o*a+r*u-i*s),t[1]=2*(r*l+o*s+i*a-n*u),t[2]=2*(i*l+o*u+n*s-r*a),t}function nr(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3],s=.5*n[0],u=.5*n[1],l=.5*n[2],c=e[4],h=e[5],d=e[6],f=e[7];return t[0]=r,t[1]=i,t[2]=o,t[3]=a,t[4]=a*s+i*l-o*u+c,t[5]=a*u+o*s-r*l+h,t[6]=a*l+r*u-i*s+d,t[7]=-r*s-i*u-o*l+f,t}function rr(t,e,n){var r=-e[0],i=-e[1],o=-e[2],a=e[3],s=e[4],u=e[5],l=e[6],c=e[7],h=s*a+c*r+u*o-l*i,d=u*a+c*i+l*r-s*o,f=l*a+c*o+s*i-u*r,p=c*a-s*r-u*i-l*o;return tn(t,e,n),r=t[0],i=t[1],o=t[2],a=t[3],t[4]=h*a+p*r+d*o-f*i,t[5]=d*a+p*i+f*r-h*o,t[6]=f*a+p*o+h*i-d*r,t[7]=p*a-h*r-d*i-f*o,t}function ir(t,e,n){var r=-e[0],i=-e[1],o=-e[2],a=e[3],s=e[4],u=e[5],l=e[6],c=e[7],h=s*a+c*r+u*o-l*i,d=u*a+c*i+l*r-s*o,f=l*a+c*o+s*i-u*r,p=c*a-s*r-u*i-l*o;return en(t,e,n),r=t[0],i=t[1],o=t[2],a=t[3],t[4]=h*a+p*r+d*o-f*i,t[5]=d*a+p*i+f*r-h*o,t[6]=f*a+p*o+h*i-d*r,t[7]=p*a-h*r-d*i-f*o,t}function or(t,e,n){var r=-e[0],i=-e[1],o=-e[2],a=e[3],s=e[4],u=e[5],l=e[6],c=e[7],h=s*a+c*r+u*o-l*i,d=u*a+c*i+l*r-s*o,f=l*a+c*o+s*i-u*r,p=c*a-s*r-u*i-l*o;return nn(t,e,n),r=t[0],i=t[1],o=t[2],a=t[3],t[4]=h*a+p*r+d*o-f*i,t[5]=d*a+p*i+f*r-h*o,t[6]=f*a+p*o+h*i-d*r,t[7]=p*a-h*r-d*i-f*o,t}function ar(t,e,n){var r=n[0],i=n[1],o=n[2],a=n[3],s=e[0],u=e[1],l=e[2],c=e[3];return t[0]=s*a+c*r+u*o-l*i,t[1]=u*a+c*i+l*r-s*o,t[2]=l*a+c*o+s*i-u*r,t[3]=c*a-s*r-u*i-l*o,s=e[4],u=e[5],l=e[6],c=e[7],t[4]=s*a+c*r+u*o-l*i,t[5]=u*a+c*i+l*r-s*o,t[6]=l*a+c*o+s*i-u*r,t[7]=c*a-s*r-u*i-l*o,t}function sr(t,e,n){var r=e[0],i=e[1],o=e[2],a=e[3],s=n[0],u=n[1],l=n[2],c=n[3];return 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r(t)||(t=h(t)),this.add(t.neg())},E.sub=E.subtract,E.multiply=function(t){if(this.isZero())return g;if(r(t)||(t=h(t)),e)return u(e.mul(this.low,this.high,t.low,t.high),e.get_high(),this.unsigned);if(t.isZero())return g;if(this.eq(S))return t.isOdd()?S:g;if(t.eq(S))return this.isOdd()?S:g;if(this.isNegative())return t.isNegative()?this.neg().mul(t.neg()):this.neg().mul(t).neg();if(t.isNegative())return this.mul(t.neg()).neg();if(this.lt(m)&&t.lt(m))return s(this.toNumber()*t.toNumber(),this.unsigned);var n=this.high>>>16,i=65535&this.high,o=this.low>>>16,a=65535&this.low,l=t.high>>>16,c=65535&t.high,d=t.low>>>16,f=65535&t.low,p=0,v=0,y=0,b=0;return y+=(b+=a*f)>>>16,v+=(y+=o*f)>>>16,y&=65535,v+=(y+=a*d)>>>16,p+=(v+=i*f)>>>16,v&=65535,p+=(v+=o*d)>>>16,v&=65535,p+=(v+=a*c)>>>16,p+=n*f+i*d+o*c+a*l,u((y&=65535)<<16|(b&=65535),(p&=65535)<<16|(v&=65535),this.unsigned)},E.mul=E.multiply,E.divide=function(t){if(r(t)||(t=h(t)),t.isZero())throw Error("division by zero");var n,i,o;if(e)return this.unsigned||-2147483648!==this.high||-1!==t.low||-1!==t.high?u((this.unsigned?e.div_u:e.div_s)(this.low,this.high,t.low,t.high),e.get_high(),this.unsigned):this;if(this.isZero())return this.unsigned?v:g;if(this.unsigned){if(t.unsigned||(t=t.toUnsigned()),t.gt(this))return v;if(t.gt(this.shru(1)))return b;o=v}else{if(this.eq(S))return t.eq(y)||t.eq(x)?S:t.eq(S)?y:(n=this.shr(1).div(t).shl(1)).eq(g)?t.isNegative()?y:x:(i=this.sub(t.mul(n)),o=n.add(i.div(t)));if(t.eq(S))return this.unsigned?v:g;if(this.isNegative())return t.isNegative()?this.neg().div(t.neg()):this.neg().div(t).neg();if(t.isNegative())return this.div(t.neg()).neg();o=g}for(i=this;i.gte(t);){n=Math.max(1,Math.floor(i.toNumber()/t.toNumber()));for(var a=Math.ceil(Math.log(n)/Math.LN2),c=a<=48?1:l(2,a-48),d=s(n),f=d.mul(t);f.isNegative()||f.gt(i);)f=(d=s(n-=c,this.unsigned)).mul(t);d.isZero()&&(d=y),o=o.add(d),i=i.sub(f)}return o},E.div=E.divide,E.modulo=function(t){return r(t)||(t=h(t)),e?u((this.unsigned?e.rem_u:e.rem_s)(this.low,this.high,t.low,t.high),e.get_high(),this.unsigned):this.sub(this.div(t).mul(t))},E.mod=E.modulo,E.rem=E.modulo,E.not=function(){return u(~this.low,~this.high,this.unsigned)},E.and=function(t){return r(t)||(t=h(t)),u(this.low&t.low,this.high&t.high,this.unsigned)},E.or=function(t){return r(t)||(t=h(t)),u(this.low|t.low,this.high|t.high,this.unsigned)},E.xor=function(t){return r(t)||(t=h(t)),u(this.low^t.low,this.high^t.high,this.unsigned)},E.shiftLeft=function(t){return r(t)&&(t=t.toInt()),0==(t&=63)?this:t<32?u(this.low<>>32-t,this.unsigned):u(0,this.low<>>t|this.high<<32-t,this.high>>t,this.unsigned):u(this.high>>t-32,this.high>=0?0:-1,this.unsigned)},E.shr=E.shiftRight,E.shiftRightUnsigned=function(t){if(r(t)&&(t=t.toInt()),0===(t&=63))return this;var e=this.high;return t<32?u(this.low>>>t|e<<32-t,e>>>t,this.unsigned):u(32===t?e:e>>>t-32,0,this.unsigned)},E.shru=E.shiftRightUnsigned,E.shr_u=E.shiftRightUnsigned,E.toSigned=function(){return this.unsigned?u(this.low,this.high,!1):this},E.toUnsigned=function(){return this.unsigned?this:u(this.low,this.high,!0)},E.toBytes=function(t){return t?this.toBytesLE():this.toBytesBE()},E.toBytesLE=function(){var t=this.high,e=this.low;return[255&e,e>>>8&255,e>>>16&255,e>>>24,255&t,t>>>8&255,t>>>16&255,t>>>24]},E.toBytesBE=function(){var t=this.high,e=this.low;return[t>>>24,t>>>16&255,t>>>8&255,255&t,e>>>24,e>>>16&255,e>>>8&255,255&e]},n.fromBytes=function(t,e,r){return r?n.fromBytesLE(t,e):n.fromBytesBE(t,e)},n.fromBytesLE=function(t,e){return new n(t[0]|t[1]<<8|t[2]<<16|t[3]<<24,t[4]|t[5]<<8|t[6]<<16|t[7]<<24,e)},n.fromBytesBE=function(t,e){return new n(t[4]<<24|t[5]<<16|t[6]<<8|t[7],t[0]<<24|t[1]<<16|t[2]<<8|t[3],e)}},55346:()=>{var t=function(t,r){var i=document.querySelector("#"+t+" > 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o=this.pJS;r&&Object.deepExtend(o,r),o.tmp.obj={size_value:o.particles.size.value,size_anim_speed:o.particles.size.anim.speed,move_speed:o.particles.move.speed,line_linked_distance:o.particles.line_linked.distance,line_linked_width:o.particles.line_linked.width,mode_grab_distance:o.interactivity.modes.grab.distance,mode_bubble_distance:o.interactivity.modes.bubble.distance,mode_bubble_size:o.interactivity.modes.bubble.size,mode_repulse_distance:o.interactivity.modes.repulse.distance},o.fn.retinaInit=function(){o.retina_detect&&window.devicePixelRatio>1?(o.canvas.pxratio=window.devicePixelRatio,o.tmp.retina=!0):(o.canvas.pxratio=1,o.tmp.retina=!1),o.canvas.w=o.canvas.el.offsetWidth*o.canvas.pxratio,o.canvas.h=o.canvas.el.offsetHeight*o.canvas.pxratio,o.particles.size.value=o.tmp.obj.size_value*o.canvas.pxratio,o.particles.size.anim.speed=o.tmp.obj.size_anim_speed*o.canvas.pxratio,o.particles.move.speed=o.tmp.obj.move_speed*o.canvas.pxratio,o.particles.line_linked.distance=o.tmp.obj.line_linked_distance*o.canvas.pxratio,o.interactivity.modes.grab.distance=o.tmp.obj.mode_grab_distance*o.canvas.pxratio,o.interactivity.modes.bubble.distance=o.tmp.obj.mode_bubble_distance*o.canvas.pxratio,o.particles.line_linked.width=o.tmp.obj.line_linked_width*o.canvas.pxratio,o.interactivity.modes.bubble.size=o.tmp.obj.mode_bubble_size*o.canvas.pxratio,o.interactivity.modes.repulse.distance=o.tmp.obj.mode_repulse_distance*o.canvas.pxratio},o.fn.canvasInit=function(){o.canvas.ctx=o.canvas.el.getContext("2d")},o.fn.canvasSize=function(){o.canvas.el.width=o.canvas.w,o.canvas.el.height=o.canvas.h,o&&o.interactivity.events.resize&&window.addEventListener("resize",(function(){o.canvas.w=o.canvas.el.offsetWidth,o.canvas.h=o.canvas.el.offsetHeight,o.tmp.retina&&(o.canvas.w*=o.canvas.pxratio,o.canvas.h*=o.canvas.pxratio),o.canvas.el.width=o.canvas.w,o.canvas.el.height=o.canvas.h,o.particles.move.enable||(o.fn.particlesEmpty(),o.fn.particlesCreate(),o.fn.particlesDraw(),o.fn.vendors.densityAutoParticles()),o.fn.vendors.densityAutoParticles()}))},o.fn.canvasPaint=function(){o.canvas.ctx.fillRect(0,0,o.canvas.w,o.canvas.h)},o.fn.canvasClear=function(){o.canvas.ctx.clearRect(0,0,o.canvas.w,o.canvas.h)},o.fn.particle=function(t,n,r){if(this.radius=(o.particles.size.random?Math.random():1)*o.particles.size.value,o.particles.size.anim.enable&&(this.size_status=!1,this.vs=o.particles.size.anim.speed/100,o.particles.size.anim.sync||(this.vs=this.vs*Math.random())),this.x=r?r.x:Math.random()*o.canvas.w,this.y=r?r.y:Math.random()*o.canvas.h,this.x>o.canvas.w-2*this.radius?this.x=this.x-this.radius:this.x<2*this.radius&&(this.x=this.x+this.radius),this.y>o.canvas.h-2*this.radius?this.y=this.y-this.radius:this.y<2*this.radius&&(this.y=this.y+this.radius),o.particles.move.bounce&&o.fn.vendors.checkOverlap(this,r),this.color={},"object"==typeof t.value)if(t.value instanceof Array){var i=t.value[Math.floor(Math.random()*o.particles.color.value.length)];this.color.rgb=e(i)}else null!=t.value.r&&null!=t.value.g&&null!=t.value.b&&(this.color.rgb={r:t.value.r,g:t.value.g,b:t.value.b}),null!=t.value.h&&null!=t.value.s&&null!=t.value.l&&(this.color.hsl={h:t.value.h,s:t.value.s,l:t.value.l});else"random"==t.value?this.color.rgb={r:Math.floor(256*Math.random())+0,g:Math.floor(256*Math.random())+0,b:Math.floor(256*Math.random())+0}:"string"==typeof t.value&&(this.color=t,this.color.rgb=e(this.color.value));this.opacity=(o.particles.opacity.random?Math.random():1)*o.particles.opacity.value,o.particles.opacity.anim.enable&&(this.opacity_status=!1,this.vo=o.particles.opacity.anim.speed/100,o.particles.opacity.anim.sync||(this.vo=this.vo*Math.random()));var a={};switch(o.particles.move.direction){case"top":a={x:0,y:-1};break;case"top-right":a={x:.5,y:-.5};break;case"right":a={x:1,y:-0};break;case"bottom-right":a={x:.5,y:.5};break;case"bottom":a={x:0,y:1};break;case"bottom-left":a={x:-.5,y:1};break;case"left":a={x:-1,y:0};break;case"top-left":a={x:-.5,y:-.5};break;default:a={x:0,y:0}}o.particles.move.straight?(this.vx=a.x,this.vy=a.y,o.particles.move.random&&(this.vx=this.vx*Math.random(),this.vy=this.vy*Math.random())):(this.vx=a.x+Math.random()-.5,this.vy=a.y+Math.random()-.5),this.vx_i=this.vx,this.vy_i=this.vy;var s=o.particles.shape.type;if("object"==typeof s){if(s instanceof Array){var u=s[Math.floor(Math.random()*s.length)];this.shape=u}}else this.shape=s;if("image"==this.shape){var l=o.particles.shape;this.img={src:l.image.src,ratio:l.image.width/l.image.height},this.img.ratio||(this.img.ratio=1),"svg"==o.tmp.img_type&&null!=o.tmp.source_svg&&(o.fn.vendors.createSvgImg(this),o.tmp.pushing&&(this.img.loaded=!1))}},o.fn.particle.prototype.draw=function(){var t=this;if(null!=t.radius_bubble)var e=t.radius_bubble;else e=t.radius;if(null!=t.opacity_bubble)var n=t.opacity_bubble;else n=t.opacity;if(t.color.rgb)var r="rgba("+t.color.rgb.r+","+t.color.rgb.g+","+t.color.rgb.b+","+n+")";else r="hsla("+t.color.hsl.h+","+t.color.hsl.s+"%,"+t.color.hsl.l+"%,"+n+")";switch(o.canvas.ctx.fillStyle=r,o.canvas.ctx.beginPath(),t.shape){case"circle":o.canvas.ctx.arc(t.x,t.y,e,0,2*Math.PI,!1);break;case"edge":o.canvas.ctx.rect(t.x-e,t.y-e,2*e,2*e);break;case"triangle":o.fn.vendors.drawShape(o.canvas.ctx,t.x-e,t.y+e/1.66,2*e,3,2);break;case"polygon":o.fn.vendors.drawShape(o.canvas.ctx,t.x-e/(o.particles.shape.polygon.nb_sides/3.5),t.y-e/.76,2.66*e/(o.particles.shape.polygon.nb_sides/3),o.particles.shape.polygon.nb_sides,1);break;case"star":o.fn.vendors.drawShape(o.canvas.ctx,t.x-2*e/(o.particles.shape.polygon.nb_sides/4),t.y-e/1.52,2*e*2.66/(o.particles.shape.polygon.nb_sides/3),o.particles.shape.polygon.nb_sides,2);break;case"image":if("svg"==o.tmp.img_type)var i=t.img.obj;else i=o.tmp.img_obj;i&&o.canvas.ctx.drawImage(i,t.x-e,t.y-e,2*e,2*e/t.img.ratio)}o.canvas.ctx.closePath(),o.particles.shape.stroke.width>0&&(o.canvas.ctx.strokeStyle=o.particles.shape.stroke.color,o.canvas.ctx.lineWidth=o.particles.shape.stroke.width,o.canvas.ctx.stroke()),o.canvas.ctx.fill()},o.fn.particlesCreate=function(){for(var t=0;t=o.particles.opacity.value&&(e.opacity_status=!1),e.opacity+=e.vo):(e.opacity<=o.particles.opacity.anim.opacity_min&&(e.opacity_status=!0),e.opacity-=e.vo),e.opacity<0&&(e.opacity=0)),o.particles.size.anim.enable&&(1==e.size_status?(e.radius>=o.particles.size.value&&(e.size_status=!1),e.radius+=e.vs):(e.radius<=o.particles.size.anim.size_min&&(e.size_status=!0),e.radius-=e.vs),e.radius<0&&(e.radius=0)),"bounce"==o.particles.move.out_mode)var i={x_left:e.radius,x_right:o.canvas.w,y_top:e.radius,y_bottom:o.canvas.h};else i={x_left:-e.radius,x_right:o.canvas.w+e.radius,y_top:-e.radius,y_bottom:o.canvas.h+e.radius};if(e.x-e.radius>o.canvas.w?(e.x=i.x_left,e.y=Math.random()*o.canvas.h):e.x+e.radius<0&&(e.x=i.x_right,e.y=Math.random()*o.canvas.h),e.y-e.radius>o.canvas.h?(e.y=i.y_top,e.x=Math.random()*o.canvas.w):e.y+e.radius<0&&(e.y=i.y_bottom,e.x=Math.random()*o.canvas.w),"bounce"===o.particles.move.out_mode)(e.x+e.radius>o.canvas.w||e.x-e.radius<0)&&(e.vx=-e.vx),(e.y+e.radius>o.canvas.h||e.y-e.radius<0)&&(e.vy=-e.vy);if(n("grab",o.interactivity.events.onhover.mode)&&o.fn.modes.grabParticle(e),(n("bubble",o.interactivity.events.onhover.mode)||n("bubble",o.interactivity.events.onclick.mode))&&o.fn.modes.bubbleParticle(e),(n("repulse",o.interactivity.events.onhover.mode)||n("repulse",o.interactivity.events.onclick.mode))&&o.fn.modes.repulseParticle(e),o.particles.line_linked.enable||o.particles.move.attract.enable)for(var a=t+1;a0){var s=o.particles.line_linked.color_rgb_line;o.canvas.ctx.strokeStyle="rgba("+s.r+","+s.g+","+s.b+","+a+")",o.canvas.ctx.lineWidth=o.particles.line_linked.width,o.canvas.ctx.beginPath(),o.canvas.ctx.moveTo(t.x,t.y),o.canvas.ctx.lineTo(e.x,e.y),o.canvas.ctx.stroke(),o.canvas.ctx.closePath()}}},o.fn.interact.attractParticles=function(t,e){var n=t.x-e.x,r=t.y-e.y;if(Math.sqrt(n*n+r*r)<=o.particles.line_linked.distance){var i=n/(1e3*o.particles.move.attract.rotateX),a=r/(1e3*o.particles.move.attract.rotateY);t.vx-=i,t.vy-=a,e.vx+=i,e.vy+=a}},o.fn.interact.bounceParticles=function(t,e){var n=t.x-e.x,r=t.y-e.y;Math.sqrt(n*n+r*r)<=t.radius+e.radius&&(t.vx=-t.vx,t.vy=-t.vy,e.vx=-e.vx,e.vy=-e.vy)},o.fn.modes.pushParticles=function(t,e){o.tmp.pushing=!0;for(var n=0;n=0&&"mousemove"==o.interactivity.status){if(o.interactivity.modes.bubble.size!=o.particles.size.value)if(o.interactivity.modes.bubble.size>o.particles.size.value){(u=t.radius+o.interactivity.modes.bubble.size*i)>=0&&(t.radius_bubble=u)}else{var s=t.radius-o.interactivity.modes.bubble.size,u=t.radius-s*i;t.radius_bubble=u>0?u:0}var l;if(o.interactivity.modes.bubble.opacity!=o.particles.opacity.value)if(o.interactivity.modes.bubble.opacity>o.particles.opacity.value)(l=o.interactivity.modes.bubble.opacity*i)>t.opacity&&l<=o.interactivity.modes.bubble.opacity&&(t.opacity_bubble=l);else(l=t.opacity-(o.particles.opacity.value-o.interactivity.modes.bubble.opacity)*i)=o.interactivity.modes.bubble.opacity&&(t.opacity_bubble=l)}}else a();"mouseleave"==o.interactivity.status&&a()}else if(o.interactivity.events.onclick.enable&&n("bubble",o.interactivity.events.onclick.mode)){if(o.tmp.bubble_clicking){e=t.x-o.interactivity.mouse.click_pos_x,r=t.y-o.interactivity.mouse.click_pos_y;var 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