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    <h1 class="p-name no-ref" id="title">Web Neural Network API</h1>
-   <p id="w3c-state"><a href="https://www.w3.org/standards/types#ED">Editor’s Draft</a>, <time class="dt-updated" datetime="2024-04-26">26 April 2024</time></p>
+   <p id="w3c-state"><a href="https://www.w3.org/standards/types#ED">Editor’s Draft</a>, <time class="dt-updated" datetime="2024-04-27">27 April 2024</time></p>
    <details open>
     <summary>More details about this document</summary>
     <div data-fill-with="spec-metadata">
@@ -1070,7 +1070,6 @@ <h2 class="no-num no-toc no-ref" id="contents">Table of Contents</h2>
          <ol class="toc">
           <li><a href="#api-mlgraphbuilder-constant-bufferview"><span class="secno">7.8.3.1</span> <span class="content"><code class="idl"><span>constant(descriptor, bufferView)</span></code></span></a>
           <li><a href="#api-mlgraphbuilder-constant-value-type"><span class="secno">7.8.3.2</span> <span class="content"><code class="idl"><span>constant(value, type)</span></code></span></a>
-          <li><a href="#api-mlgraphbuilder-constant-range"><span class="secno">7.8.3.3</span> <span class="content"><code class="idl"><span>constant(start, end, step, type)</span></code></span></a>
          </ol>
         <li><a href="#api-mlgraphbuilder-build"><span class="secno">7.8.4</span> <span class="content">build method</span></a>
         <li><a href="#api-mlgraphbuilder-argminmax"><span class="secno">7.8.5</span> <span class="content">argMin/argMax operations</span></a>
@@ -2217,74 +2216,22 @@ <h5 class="heading settled" data-level="7.8.3.2" id="api-mlgraphbuilder-constant
       <p>Return <var>operand</var>.</p>
     </ol>
    </details>
-   <h5 class="heading settled" data-level="7.8.3.3" id="api-mlgraphbuilder-constant-range"><span class="secno">7.8.3.3. </span><span class="content"><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-constant-start-end-step-type" id="ref-for-dom-mlgraphbuilder-constant-start-end-step-type">constant(start, end, step, type)</a></code></span><a class="self-link" href="#api-mlgraphbuilder-constant-range"></a></h5>
-    Create a constant <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand④⑦">MLOperand</a></code> of the specified data type and shape that contains the data as specified by the range. 
-   <div class="note" role="note"> Data truncation will occur when the values in the range exceed the range of the specified output data type e.g. when a float value is assigned to an <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8①">"int8"</a></code> data type, etc. </div>
-   <div>
-     <strong>Arguments:</strong> 
-    <ul>
-     <li data-md>
-      <p><em>start</em>: a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①">float</a></code> scalar. The starting value of the range.</p>
-     <li data-md>
-      <p><em>end</em>: a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②">float</a></code> scalar. The ending value of the range.</p>
-     <li data-md>
-      <p><em>step</em>: a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float③">float</a></code> scalar. The gap value between two data points in the range.</p>
-     <li data-md>
-      <p><em>type</em>: an optional <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑦">MLOperandDataType</a></code>. If not specified, it is assumed to be <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①">"float32"</a></code>.</p>
-    </ul>
-     <strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand④⑧">MLOperand</a></code>. The constant 1-D output tensor of size <code>max(0, ceil((end - start)/step))</code>. 
-   </div>
-   <details class="algorithm" data-algorithm="constant(start, end, step, type)" data-algorithm-for="MLGraphBuilder" open>
-    <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-constant-start-end-step-type"><code>constant(<var>start</var>, <var>end</var>, <var>step</var>, <var>type</var>)</code></dfn> method steps are: </summary>
-    <ol>
-     <li data-md>
-      <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor①⑧">MLOperandDescriptor</a></code>.</p>
-      <ol>
-       <li data-md>
-        <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑤">dataType</a></code> to <var>type</var>.</p>
-       <li data-md>
-        <p>Let <var>size</var> be max(0, ceil((<var>end</var> - <var>start</var>)/<var>step</var>)).</p>
-       <li data-md>
-        <p>If <var>size</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①">TypeError</a></code>.</p>
-       <li data-md>
-        <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions⑦">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①">list</a> « <var>size</var> ».</p>
-      </ol>
-     <li data-md>
-      <p><em>Make graph connections:</em></p>
-      <ol>
-       <li data-md>
-        <p>Let <var>operand</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand③">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⑦">this</a> and <var>descriptor</var>.</p>
-       <li data-md>
-        <p>Let <var>buffer</var> be an <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#implementation-defined" id="ref-for-implementation-defined">implementation-defined</a> platform memory buffer the size of <var>size</var> multiplied by sizeof(<var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑥">dataType</a></code>).</p>
-       <li data-md>
-        <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range">the range</a> 0 to <var>size</var>, exclusive:</p>
-        <ol>
-         <li data-md>
-          <p>Set <var>buffer</var>[<var>index</var>] to <var>start</var> + (<var>index</var> * <var>step</var>).</p>
-        </ol>
-       <li data-md>
-        <p>Add <var>operand</var> to <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⑧">this</a>'s <a data-link-type="dfn" href="#mlgraphbuilder-graph" id="ref-for-mlgraphbuilder-graph③">graph</a>'s <a data-link-type="dfn" href="#computational-graph-constants" id="ref-for-computational-graph-constants②">constants</a> with <var>buffer</var> as value.</p>
-      </ol>
-     <li data-md>
-      <p>Return <var>operand</var>.</p>
-    </ol>
-   </details>
    <h4 class="heading settled" data-level="7.8.4" id="api-mlgraphbuilder-build"><span class="secno">7.8.4. </span><span class="content">build method</span><a class="self-link" href="#api-mlgraphbuilder-build"></a></h4>
     Build a composed graph up to a given output operand into a computational graph asynchronously. 
    <details class="algorithm" data-algorithm="build(outputs)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-build"><code>build(<var>outputs</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <var>outputs</var> is empty, then return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#a-new-promise" id="ref-for-a-new-promise①③">a new promise</a> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#reject" id="ref-for-reject①③">rejected</a> with a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②">TypeError</a></code>.</p>
+      <p>If <var>outputs</var> is empty, then return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#a-new-promise" id="ref-for-a-new-promise①③">a new promise</a> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#reject" id="ref-for-reject①③">rejected</a> with a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①">TypeError</a></code>.</p>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-iterate" id="ref-for-map-iterate⑤">For each</a> <var>name</var> → <var>operand</var> of <var>outputs</var>:</p>
       <ol>
        <li data-md>
-        <p>If <var>name</var> is empty, then return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#a-new-promise" id="ref-for-a-new-promise①④">a new promise</a> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#reject" id="ref-for-reject①④">rejected</a> with a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③">TypeError</a></code>.</p>
+        <p>If <var>name</var> is empty, then return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#a-new-promise" id="ref-for-a-new-promise①④">a new promise</a> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#reject" id="ref-for-reject①④">rejected</a> with a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②">TypeError</a></code>.</p>
        <li data-md>
-        <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand">validating operand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⑨">this</a> and <var>operand</var> returns false, then return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#a-new-promise" id="ref-for-a-new-promise①⑤">a new promise</a> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#reject" id="ref-for-reject①⑤">rejected</a> with a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④">TypeError</a></code>.</p>
+        <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand">validating operand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⑦">this</a> and <var>operand</var> returns false, then return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#a-new-promise" id="ref-for-a-new-promise①⑤">a new promise</a> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#reject" id="ref-for-reject①⑤">rejected</a> with a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③">TypeError</a></code>.</p>
        <li data-md>
-        <p>If <var>operand</var> is in <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⓪">this</a>'s <a data-link-type="dfn" href="#mlgraphbuilder-graph" id="ref-for-mlgraphbuilder-graph④">graph</a>'s <a data-link-type="dfn" href="#computational-graph-input" id="ref-for-computational-graph-input①">inputs</a> or <a data-link-type="dfn" href="#computational-graph-constants" id="ref-for-computational-graph-constants③">constants</a>, then return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#a-new-promise" id="ref-for-a-new-promise①⑥">a new promise</a> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#reject" id="ref-for-reject①⑥">rejected</a> with a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤">TypeError</a></code>.</p>
+        <p>If <var>operand</var> is in <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⑧">this</a>'s <a data-link-type="dfn" href="#mlgraphbuilder-graph" id="ref-for-mlgraphbuilder-graph③">graph</a>'s <a data-link-type="dfn" href="#computational-graph-input" id="ref-for-computational-graph-input①">inputs</a> or <a data-link-type="dfn" href="#computational-graph-constants" id="ref-for-computational-graph-constants②">constants</a>, then return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#a-new-promise" id="ref-for-a-new-promise①⑥">a new promise</a> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#reject" id="ref-for-reject①⑥">rejected</a> with a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>Let <var>operands</var> be a new empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#ordered-set" id="ref-for-ordered-set">set</a>.</p>
@@ -2304,31 +2251,31 @@ <h4 class="heading settled" data-level="7.8.4" id="api-mlgraphbuilder-build"><sp
        <li data-md>
         <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#set-append" id="ref-for-set-append①">Append</a> <var>operand</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot">[[operator]]</a></code> to <var>operators</var>.</p>
        <li data-md>
-        <p>If <var>operand</var> is in <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②①">this</a>'s <a data-link-type="dfn" href="#mlgraphbuilder-graph" id="ref-for-mlgraphbuilder-graph⑤">graph</a>'s <a data-link-type="dfn" href="#computational-graph-input" id="ref-for-computational-graph-input②">inputs</a>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#set-append" id="ref-for-set-append②">append</a> <var>operand</var> to <var>inputs</var>.</p>
+        <p>If <var>operand</var> is in <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⑨">this</a>'s <a data-link-type="dfn" href="#mlgraphbuilder-graph" id="ref-for-mlgraphbuilder-graph④">graph</a>'s <a data-link-type="dfn" href="#computational-graph-input" id="ref-for-computational-graph-input②">inputs</a>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#set-append" id="ref-for-set-append②">append</a> <var>operand</var> to <var>inputs</var>.</p>
        <li data-md>
-        <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate②">For each</a> <var>input</var> of <var>operand</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot①">[[operator]]</a></code>'s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input①">inputs</a>:</p>
+        <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①">For each</a> <var>input</var> of <var>operand</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot①">[[operator]]</a></code>'s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input①">inputs</a>:</p>
         <ol>
          <li data-md>
           <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#queue-enqueue" id="ref-for-queue-enqueue">Enqueue</a> <var>input</var> to <var>queue</var>.</p>
         </ol>
       </ol>
      <li data-md>
-      <p>If any <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand④⑨">MLOperand</a></code>s in <var>inputs</var> have the same <code class="idl"><a data-link-type="idl" href="#dom-mloperand-name-slot" id="ref-for-dom-mloperand-name-slot④">[[name]]</a></code>, then return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#a-new-promise" id="ref-for-a-new-promise①⑦">a new promise</a> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#reject" id="ref-for-reject①⑦">rejected</a> with a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥">TypeError</a></code>.</p>
+      <p>If any <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand④⑦">MLOperand</a></code>s in <var>inputs</var> have the same <code class="idl"><a data-link-type="idl" href="#dom-mloperand-name-slot" id="ref-for-dom-mloperand-name-slot④">[[name]]</a></code>, then return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#a-new-promise" id="ref-for-a-new-promise①⑦">a new promise</a> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#reject" id="ref-for-reject①⑦">rejected</a> with a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤">TypeError</a></code>.</p>
       <p class="issue" id="issue-91f4b8a3"><a class="self-link" href="#issue-91f4b8a3"></a> If <code class="idl"><a data-link-type="idl" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder②①">MLGraphBuilder</a></code> can’t be re-used, then this can be simplified: enforce uniqueness in <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-input" id="ref-for-dom-mlgraphbuilder-input①">input()</a></code> instead, and iteration can be done over all of the graph’s inputs instead of needing this traversal. <a href="https://github.com/webmachinelearning/webnn/issues/567">[Issue #567]</a></p>
      <li data-md>
-      <p>Let <var>global</var> be <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②②">this</a>'s <a data-link-type="dfn" href="https://html.spec.whatwg.org/multipage/webappapis.html#concept-relevant-global" id="ref-for-concept-relevant-global④">relevant global object</a>.</p>
+      <p>Let <var>global</var> be <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⓪">this</a>'s <a data-link-type="dfn" href="https://html.spec.whatwg.org/multipage/webappapis.html#concept-relevant-global" id="ref-for-concept-relevant-global④">relevant global object</a>.</p>
      <li data-md>
-      <p>Let <var>realm</var> be <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②③">this</a>'s <a data-link-type="dfn" href="https://html.spec.whatwg.org/multipage/webappapis.html#concept-relevant-realm" id="ref-for-concept-relevant-realm③">relevant realm</a>.</p>
+      <p>Let <var>realm</var> be <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②①">this</a>'s <a data-link-type="dfn" href="https://html.spec.whatwg.org/multipage/webappapis.html#concept-relevant-realm" id="ref-for-concept-relevant-realm③">relevant realm</a>.</p>
      <li data-md>
       <p>Let <var>graph</var> be a new <code class="idl"><a data-link-type="idl" href="#mlgraph" id="ref-for-mlgraph②①">MLGraph</a></code> with <var>realm</var>.</p>
      <li data-md>
-      <p>Set <var>graph</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraph-context-slot" id="ref-for-dom-mlgraph-context-slot②">[[context]]</a></code> to <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②④">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-context-slot" id="ref-for-dom-mlgraphbuilder-context-slot①">[[context]]</a></code>.</p>
+      <p>Set <var>graph</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraph-context-slot" id="ref-for-dom-mlgraph-context-slot②">[[context]]</a></code> to <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②②">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-context-slot" id="ref-for-dom-mlgraphbuilder-context-slot①">[[context]]</a></code>.</p>
      <li data-md>
-      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate③">For each</a> <var>operand</var> in <var>inputs</var>:</p>
+      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate②">For each</a> <var>operand</var> in <var>inputs</var>:</p>
       <ol>
        <li data-md>
         <p>Set <var>graph</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraph-inputdescriptors-slot" id="ref-for-dom-mlgraph-inputdescriptors-slot②">[[inputDescriptors]]</a></code>[<var>operand</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-name-slot" id="ref-for-dom-mloperand-name-slot⑤">[[name]]</a></code>] to <var>operand</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot⑤">[[descriptor]]</a></code>.</p>
-        <p class="issue" id="issue-6f962d4f"><a class="self-link" href="#issue-6f962d4f"></a> If <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-constant" id="ref-for-dom-mlgraphbuilder-constant③">constants'</a></code> <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-ArrayBuffer" id="ref-for-idl-ArrayBuffer">ArrayBuffer</a></code>s are not <a data-link-type="dfn" href="https://w3c.github.io/vc-data-model/#dfn-transfers" id="ref-for-dfn-transfers">transferred</a>, make copies for <a data-link-type="dfn" href="#mlgraphbuilder-graph" id="ref-for-mlgraphbuilder-graph⑥">graph</a>'s <a data-link-type="dfn" href="#computational-graph-constants" id="ref-for-computational-graph-constants④">constants</a> here. <a href="https://github.com/webmachinelearning/webnn/issues/566">[Issue #566]</a></p>
+        <p class="issue" id="issue-6f962d4f"><a class="self-link" href="#issue-6f962d4f"></a> If <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-constant" id="ref-for-dom-mlgraphbuilder-constant③">constants'</a></code> <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-ArrayBuffer" id="ref-for-idl-ArrayBuffer">ArrayBuffer</a></code>s are not <a data-link-type="dfn" href="https://w3c.github.io/vc-data-model/#dfn-transfers" id="ref-for-dfn-transfers">transferred</a>, make copies for <a data-link-type="dfn" href="#mlgraphbuilder-graph" id="ref-for-mlgraphbuilder-graph⑤">graph</a>'s <a data-link-type="dfn" href="#computational-graph-constants" id="ref-for-computational-graph-constants③">constants</a> here. <a href="https://github.com/webmachinelearning/webnn/issues/566">[Issue #566]</a></p>
       </ol>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-iterate" id="ref-for-map-iterate⑥">For each</a> <var>name</var> → <var>operand</var> of <var>outputs</var>:</p>
@@ -2342,7 +2289,7 @@ <h4 class="heading settled" data-level="7.8.4" id="api-mlgraphbuilder-build"><sp
       <p>Run the following steps <a data-link-type="dfn" href="https://html.spec.whatwg.org/multipage/infrastructure.html#in-parallel" id="ref-for-in-parallel③">in parallel</a>:</p>
       <ol>
        <li data-md>
-        <p>Let <var>graphImpl</var> be the result of converting <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⑤">this</a>'s <a data-link-type="dfn" href="#mlgraphbuilder-graph" id="ref-for-mlgraphbuilder-graph⑦">graph</a> with <var>operands</var>, <var>operators</var>, <var>inputs</var>, and <var>outputs</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-getting-the-values" id="ref-for-map-getting-the-values①">values</a> into an <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#implementation-defined" id="ref-for-implementation-defined①">implementation-defined</a> format which can be interpreted by the underlying platform.</p>
+        <p>Let <var>graphImpl</var> be the result of converting <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②③">this</a>'s <a data-link-type="dfn" href="#mlgraphbuilder-graph" id="ref-for-mlgraphbuilder-graph⑥">graph</a> with <var>operands</var>, <var>operators</var>, <var>inputs</var>, and <var>outputs</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-getting-the-values" id="ref-for-map-getting-the-values①">values</a> into an <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#implementation-defined" id="ref-for-implementation-defined">implementation-defined</a> format which can be interpreted by the underlying platform.</p>
         <ol>
          <li data-md>
           <p>If the underlying platform does not support a requested feature, then <a data-link-type="dfn" href="#queue-an-ml-task" id="ref-for-queue-an-ml-task⑥">queue an ML task</a> with <var>global</var> to <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#reject" id="ref-for-reject①⑧">reject</a> <var>promise</var> with an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#operationerror" id="ref-for-operationerror④">OperationError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑨">DOMException</a></code>, and abort these steps.</p>
@@ -2365,8 +2312,8 @@ <h4 class="heading settled" data-level="7.8.5" id="api-mlgraphbuilder-argminmax"
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder②②"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-argmin" id="ref-for-dom-mlgraphbuilder-argmin"><c- g>argMin</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/argMin(input, options), MLGraphBuilder/argMin(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmin-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-argmin-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlargminmaxoptions" id="ref-for-dictdef-mlargminmaxoptions"><c- n>MLArgMinMaxOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/argMin(input, options), MLGraphBuilder/argMin(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmin-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-argmin-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-argmax" id="ref-for-dom-mlgraphbuilder-argmax"><c- g>argMax</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/argMax(input, options), MLGraphBuilder/argMax(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmax-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-argmax-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlargminmaxoptions" id="ref-for-dictdef-mlargminmaxoptions①"><c- n>MLArgMinMaxOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/argMax(input, options), MLGraphBuilder/argMax(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmax-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-argmax-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand④⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-argmin" id="ref-for-dom-mlgraphbuilder-argmin"><c- g>argMin</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand④⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/argMin(input, options), MLGraphBuilder/argMin(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmin-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-argmin-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlargminmaxoptions" id="ref-for-dictdef-mlargminmaxoptions"><c- n>MLArgMinMaxOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/argMin(input, options), MLGraphBuilder/argMin(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmin-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-argmin-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-argmax" id="ref-for-dom-mlgraphbuilder-argmax"><c- g>argMax</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/argMax(input, options), MLGraphBuilder/argMax(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmax-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-argmax-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlargminmaxoptions" id="ref-for-dictdef-mlargminmaxoptions①"><c- n>MLArgMinMaxOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/argMax(input, options), MLGraphBuilder/argMax(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmax-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-argmax-input-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlargminmaxoptions" id="ref-for-dictdef-mlargminmaxoptions②">MLArgMinMaxOptions</a></code> has the following members:</p>
@@ -2385,36 +2332,36 @@ <h4 class="heading settled" data-level="7.8.5" id="api-mlgraphbuilder-argminmax"
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑤④">MLOperand</a></code>. The input N-D tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑤②">MLOperand</a></code>. The input N-D tensor.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlargminmaxoptions" id="ref-for-dictdef-mlargminmaxoptions③">MLArgMinMaxOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑤⑤">MLOperand</a></code>. The N-D tensor of the reduced shape. The values must be of type <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64">"int64"</a></code> in the range [0, N-1] where N is the corresponding size of each of the input dimensions specified by options.axes.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑤③">MLOperand</a></code>. The N-D tensor of the reduced shape. The values must be of type <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64">"int64"</a></code> in the range [0, N-1] where N is the corresponding size of each of the input dimensions specified by options.axes.</p>
    </div>
    <details class="algorithm" data-algorithm="argminmax-op" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="argminmax-op" data-noexport id="mlgraphbuilder-argminmax-op">create argMin/argMax operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string④">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑤⑥">MLOperand</a></code> <var>input</var> and <code class="idl"><a data-link-type="idl" href="#dictdef-mlargminmaxoptions" id="ref-for-dictdef-mlargminmaxoptions④">MLArgMinMaxOptions</a></code> <var>options</var>, run the following steps: </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="argminmax-op" data-noexport id="mlgraphbuilder-argminmax-op">create argMin/argMax operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string④">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑤④">MLOperand</a></code> <var>input</var> and <code class="idl"><a data-link-type="idl" href="#dictdef-mlargminmaxoptions" id="ref-for-dictdef-mlargminmaxoptions④">MLArgMinMaxOptions</a></code> <var>options</var>, run the following steps: </summary>
     <ol>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#assert" id="ref-for-assert">Assert</a>: <var>op</var> is one of "argMin", "argMax".</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⑥">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②④">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlargminmaxoptions-axes" id="ref-for-dom-mlargminmaxoptions-axes①">axes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤">exists</a>, if any of its elements is not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①">rank</a>, exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlargminmaxoptions-axes" id="ref-for-dom-mlargminmaxoptions-axes①">axes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤">exists</a>, if any of its elements is not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①">rank</a>, exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-reduction-output-sizes" id="ref-for-mlgraphbuilder-calculate-reduction-output-sizes">calculating reduction output sizes</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②">shape</a>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlargminmaxoptions-axes" id="ref-for-dom-mlargminmaxoptions-axes②">axes</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlargminmaxoptions-keepdimensions" id="ref-for-dom-mlargminmaxoptions-keepdimensions①">keepDimensions</a></code>.</p>
      <li data-md>
-      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor①⑨">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor①⑧">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑦">dataType</a></code> to <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64①">"int64"</a></code>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑤">dataType</a></code> to <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64①">"int64"</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions⑧">dimensions</a></code> to <var>outputShape</var>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions⑦">dimensions</a></code> to <var>outputShape</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators①⓪">operator</a> for the operation <var>op</var>, given <var>options</var>.</p>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand④">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⑦">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand③">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⑤">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Set <var>output</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot②">[[operator]]</a></code> to <var>operator</var>.</p>
        <li data-md>
@@ -2435,7 +2382,7 @@ <h4 class="heading settled" data-level="7.8.5" id="api-mlgraphbuilder-argminmax"
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-argminmax-op" id="ref-for-mlgraphbuilder-argminmax-op"> create argMin/argMax operation</a> given "argMin", <var>input</var> and <var>options</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -2448,7 +2395,7 @@ <h4 class="heading settled" data-level="7.8.5" id="api-mlgraphbuilder-argminmax"
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-argminmax-op" id="ref-for-mlgraphbuilder-argminmax-op①"> create argMin/argMax operation</a> given "argMax", <var>input</var> and <var>options</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -2458,30 +2405,30 @@ <h4 class="heading settled" data-level="7.8.5" id="api-mlgraphbuilder-argminmax"
    <h4 class="heading settled" data-level="7.8.6" id="api-mlgraphbuilder-batchnorm"><span class="secno">7.8.6. </span><span class="content">batchNormalization</span><a class="self-link" href="#api-mlgraphbuilder-batchnorm"></a></h4>
     Normalize the values of the input tensor using <a data-link-type="biblio" href="#biblio-batch-normalization" title="Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift">[Batch-Normalization]</a>. For each input feature, the mean and variance values of that feature are computed across all the samples in the batch dimension while the model is trained. These mean and variance values are then subsequently given to this operation during model inference. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mlbatchnormalizationoptions"><code><c- g>MLBatchNormalizationOptions</c-></code></dfn> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlbatchnormalizationoptions-scale" id="ref-for-dom-mlbatchnormalizationoptions-scale"><c- g>scale</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlbatchnormalizationoptions-bias" id="ref-for-dom-mlbatchnormalizationoptions-bias"><c- g>bias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlbatchnormalizationoptions-scale" id="ref-for-dom-mlbatchnormalizationoptions-scale"><c- g>scale</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlbatchnormalizationoptions-bias" id="ref-for-dom-mlbatchnormalizationoptions-bias"><c- g>bias</c-></a>;
   [<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange②"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤"><c- b>unsigned</c-> <c- b>long</c-></a> <a class="idl-code" data-default="1" data-link-type="dict-member" data-type="unsigned long " href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis"><c- g>axis</c-></a> = 1;
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float④"><c- b>float</c-></a> <a class="idl-code" data-default="1e-5" data-link-type="dict-member" data-type="float " href="#dom-mlbatchnormalizationoptions-epsilon" id="ref-for-dom-mlbatchnormalizationoptions-epsilon"><c- g>epsilon</c-></a> = 1e-5;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①"><c- b>float</c-></a> <a class="idl-code" data-default="1e-5" data-link-type="dict-member" data-type="float " href="#dom-mlbatchnormalizationoptions-epsilon" id="ref-for-dom-mlbatchnormalizationoptions-epsilon"><c- g>epsilon</c-></a> = 1e-5;
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation①③"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLActivation " href="#dom-mlbatchnormalizationoptions-activation" id="ref-for-dom-mlbatchnormalizationoptions-activation"><c- g>activation</c-></a>;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder②③"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-batchnormalization" id="ref-for-dom-mlgraphbuilder-batchnormalization①"><c- g>batchNormalization</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑥⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/batchNormalization(input, mean, variance, options), MLGraphBuilder/batchNormalization(input, mean, variance)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑥①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/batchNormalization(input, mean, variance, options), MLGraphBuilder/batchNormalization(input, mean, variance)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean"><code><c- g>mean</c-></code><a class="self-link" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑥②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/batchNormalization(input, mean, variance, options), MLGraphBuilder/batchNormalization(input, mean, variance)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance"><code><c- g>variance</c-></code><a class="self-link" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance"></a></dfn>,
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-batchnormalization" id="ref-for-dom-mlgraphbuilder-batchnormalization①"><c- g>batchNormalization</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/batchNormalization(input, mean, variance, options), MLGraphBuilder/batchNormalization(input, mean, variance)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑤⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/batchNormalization(input, mean, variance, options), MLGraphBuilder/batchNormalization(input, mean, variance)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean"><code><c- g>mean</c-></code><a class="self-link" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑥⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/batchNormalization(input, mean, variance, options), MLGraphBuilder/batchNormalization(input, mean, variance)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance"><code><c- g>variance</c-></code><a class="self-link" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance"></a></dfn>,
                                <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlbatchnormalizationoptions" id="ref-for-dictdef-mlbatchnormalizationoptions"><c- n>MLBatchNormalizationOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/batchNormalization(input, mean, variance, options), MLGraphBuilder/batchNormalization(input, mean, variance)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlbatchnormalizationoptions" id="ref-for-dictdef-mlbatchnormalizationoptions①">MLBatchNormalizationOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLBatchNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlbatchnormalizationoptions-scale"><code>scale</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑥③">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLBatchNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlbatchnormalizationoptions-scale"><code>scale</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑥①">MLOperand</a></span>
     <dd data-md>
      <p>The 1-D tensor of the scaling values whose <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③">size</a> is equal to the size of the input dimension denoted by <code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis①">axis</a></code>.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLBatchNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlbatchnormalizationoptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑥④">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLBatchNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlbatchnormalizationoptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑥②">MLOperand</a></span>
     <dd data-md>
      <p>The 1-D tensor of the bias values whose <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④">size</a> is equal to the size of the input dimension denoted by <code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis②">axis</a></code>.</p>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLBatchNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlbatchnormalizationoptions-axis"><code>axis</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑥">unsigned long</a>, defaulting to <code>1</code></span>
     <dd data-md>
      <p>The index to the feature count dimension of the input shape for which the mean and variance values are. Its value must be in the range [0, N-1] where N is the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②">rank</a> of the input tensor. The default value is 1, corresponding to the channel (<em>"c"</em>) dimension in the <code class="idl"><a data-link-type="idl" href="#dom-mlinputoperandlayout-nchw" id="ref-for-dom-mlinputoperandlayout-nchw">"nchw"</a></code> data layout.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLBatchNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlbatchnormalizationoptions-epsilon"><code>epsilon</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float⑤">float</a>, defaulting to <code>1e-5</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLBatchNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlbatchnormalizationoptions-epsilon"><code>epsilon</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②">float</a>, defaulting to <code>1e-5</code></span>
     <dd data-md>
      <p>A small value to prevent computational error due to divide-by-zero.</p>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLBatchNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlbatchnormalizationoptions-activation"><code>activation</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation①④">MLActivation</a></span>
@@ -2492,68 +2439,68 @@ <h4 class="heading settled" data-level="7.8.6" id="api-mlgraphbuilder-batchnorm"
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑥⑤">MLOperand</a></code>. The input N-D tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑥③">MLOperand</a></code>. The input N-D tensor.</p>
      <li data-md>
-      <p><em>mean</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑥⑥">MLOperand</a></code>. Specifies the 1-D tensor of the mean values of the input features across the batch. Its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑤">size</a> is equal to the size of the input dimension denoted by <code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis③">axis</a></code>.</p>
+      <p><em>mean</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑥④">MLOperand</a></code>. Specifies the 1-D tensor of the mean values of the input features across the batch. Its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑤">size</a> is equal to the size of the input dimension denoted by <code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis③">axis</a></code>.</p>
      <li data-md>
-      <p><em>variance</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑥⑦">MLOperand</a></code>. The 1-D tensor of the variance values of the input features across the batch whose <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑥">size</a> is equal to the size of the input dimension denoted by <code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis④">axis</a></code>.</p>
+      <p><em>variance</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑥⑤">MLOperand</a></code>. The 1-D tensor of the variance values of the input features across the batch whose <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑥">size</a> is equal to the size of the input dimension denoted by <code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis④">axis</a></code>.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlbatchnormalizationoptions" id="ref-for-dictdef-mlbatchnormalizationoptions②">MLBatchNormalizationOptions</a></code>. Specifies the optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑥⑧">MLOperand</a></code>. The batch-normalized N-D tensor of the same shape as <em>input</em>.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑥⑥">MLOperand</a></code>. The batch-normalized N-D tensor of the same shape as <em>input</em>.</p>
    </div>
    <details class="algorithm" data-algorithm="batchNormalization(input, mean, variance, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="batchNormalization(input, mean, variance, options)|batchNormalization(input, mean, variance)" id="dom-mlgraphbuilder-batchnormalization"><code>batchNormalization(<var>input</var>, <var>mean</var>, <var>variance</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⑧">this</a> and any of <var>input</var>, <var>mean</var>, <var>variance</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-scale" id="ref-for-dom-mlbatchnormalizationoptions-scale①">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-bias" id="ref-for-dom-mlbatchnormalizationoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⑥">this</a> and any of <var>input</var>, <var>mean</var>, <var>variance</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-scale" id="ref-for-dom-mlbatchnormalizationoptions-scale①">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-bias" id="ref-for-dom-mlbatchnormalizationoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-activation" id="ref-for-dom-mlbatchnormalizationoptions-activation①">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⑨">this</a> and it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-activation" id="ref-for-dom-mlbatchnormalizationoptions-activation①">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⑦">this</a> and it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑤">axis</a></code> is not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range②">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③">rank</a>, exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑤">axis</a></code> is not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③">rank</a>, exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③">TypeError</a></code>.</p>
+      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④">TypeError</a></code>.</p>
+      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑥">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤">TypeError</a></code>.</p>
+      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑥">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥">TypeError</a></code>.</p>
+      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑦">TypeError</a></code>.</p>
+      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑦">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑧">TypeError</a></code>.</p>
+      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑦">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑦">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-scale" id="ref-for-dom-mlbatchnormalizationoptions-scale②">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑧">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑨">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑧">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑧">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑧">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑧">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⓪">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-bias" id="ref-for-dom-mlbatchnormalizationoptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③②">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑨">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⓪">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑨">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③④">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑨">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⓪">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑨">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③③">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-activation" id="ref-for-dom-mlbatchnormalizationoptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①②">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps①">validation steps</a>] with <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot⑦">[[descriptor]]</a></code> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑤">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-activation" id="ref-for-dom-mlbatchnormalizationoptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①②">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps①">validation steps</a>] with <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot⑦">[[descriptor]]</a></code> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③④">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators①①">operator</a> for the batchNormalization operation, given <var>input</var>, <var>mean</var>, <var>variance</var> and <var>options</var>.</p>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand⑤">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⓪">this</a> and <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot⑧">[[descriptor]]</a></code>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand④">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⑧">this</a> and <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot⑧">[[descriptor]]</a></code>.</p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-activation" id="ref-for-dom-mlbatchnormalizationoptions-activation③">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①③">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-activation" id="ref-for-operator-activation①">activation functions</a>.</p>
        <li data-md>
@@ -2590,24 +2537,24 @@ <h4 class="heading settled" data-level="7.8.6" id="api-mlgraphbuilder-batchnorm"
    <h4 class="heading settled" data-level="7.8.7" id="api-mlgraphbuilder-cast"><span class="secno">7.8.7. </span><span class="content">cast</span><a class="self-link" href="#api-mlgraphbuilder-cast"></a></h4>
     Cast each element in the input tensor to the target data type. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder②④"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑥⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-cast" id="ref-for-dom-mlgraphbuilder-cast"><c- g>cast</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑦⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/cast(input, type)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-cast-input-type-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-cast-input-type-input"></a></dfn>, <a data-link-type="idl-name" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑧"><c- n>MLOperandDataType</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/cast(input, type)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-cast-input-type-type"><code><c- g>type</c-></code><a class="self-link" href="#dom-mlgraphbuilder-cast-input-type-type"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑥⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-cast" id="ref-for-dom-mlgraphbuilder-cast"><c- g>cast</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑥⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/cast(input, type)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-cast-input-type-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-cast-input-type-input"></a></dfn>, <a data-link-type="idl-name" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑦"><c- n>MLOperandDataType</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/cast(input, type)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-cast-input-type-type"><code><c- g>type</c-></code><a class="self-link" href="#dom-mlgraphbuilder-cast-input-type-type"></a></dfn>);
 };
 </pre>
    <div>
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦①">MLOperand</a></code>. The input N-D tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑥⑨">MLOperand</a></code>. The input N-D tensor.</p>
      <li data-md>
-      <p><em>type</em>: an <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑨">MLOperandDataType</a></code>. The target data type.</p>
+      <p><em>type</em>: an <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑧">MLOperandDataType</a></code>. The target data type.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦②">MLOperand</a></code>. The N-D tensor of the same shape as <em>input</em> with each element casted to the target data type.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦⓪">MLOperand</a></code>. The N-D tensor of the same shape as <em>input</em> with each element casted to the target data type.</p>
    </div>
    <details class="algorithm" data-algorithm="cast(input, type)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-cast"><code>cast(<var>input</var>, <var>type</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③①">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑥">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑤">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -2629,20 +2576,20 @@ <h4 class="heading settled" data-level="7.8.7" id="api-mlgraphbuilder-cast"><spa
    <h4 class="heading settled" data-level="7.8.8" id="api-mlgraphbuilder-clamp"><span class="secno">7.8.8. </span><span class="content">clamp</span><a class="self-link" href="#api-mlgraphbuilder-clamp"></a></h4>
     Clamp the input tensor element-wise within a range specified by the minimum and maximum values. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mlclampoptions"><code><c- g>MLClampOptions</c-></code></dfn> {
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float⑥"><c- b>float</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="float " href="#dom-mlclampoptions-minvalue" id="ref-for-dom-mlclampoptions-minvalue"><c- g>minValue</c-></a>;
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float⑦"><c- b>float</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="float " href="#dom-mlclampoptions-maxvalue" id="ref-for-dom-mlclampoptions-maxvalue"><c- g>maxValue</c-></a>;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float③"><c- b>float</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="float " href="#dom-mlclampoptions-minvalue" id="ref-for-dom-mlclampoptions-minvalue"><c- g>minValue</c-></a>;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float④"><c- b>float</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="float " href="#dom-mlclampoptions-maxvalue" id="ref-for-dom-mlclampoptions-maxvalue"><c- g>maxValue</c-></a>;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder②⑤"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑦③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-clamp" id="ref-for-dom-mlgraphbuilder-clamp"><c- g>clamp</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑦④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/clamp(input, options), MLGraphBuilder/clamp(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-clamp-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-clamp-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlclampoptions" id="ref-for-dictdef-mlclampoptions"><c- n>MLClampOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/clamp(input, options), MLGraphBuilder/clamp(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-clamp-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-clamp-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑦①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-clamp" id="ref-for-dom-mlgraphbuilder-clamp"><c- g>clamp</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑦②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/clamp(input, options), MLGraphBuilder/clamp(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-clamp-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-clamp-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlclampoptions" id="ref-for-dictdef-mlclampoptions"><c- n>MLClampOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/clamp(input, options), MLGraphBuilder/clamp(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-clamp-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-clamp-input-options-options"></a></dfn> = {});
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation①⑤"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-clamp-options" id="ref-for-dom-mlgraphbuilder-clamp-options"><c- g>clamp</c-></a>(<c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlclampoptions" id="ref-for-dictdef-mlclampoptions①"><c- n>MLClampOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/clamp(options), MLGraphBuilder/clamp()" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-clamp-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-clamp-options-options"></a></dfn> = {});
 };
 </pre>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLClampOptions" data-dfn-type="dict-member" data-export id="dom-mlclampoptions-minvalue"><code>minValue</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float⑧">float</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLClampOptions" data-dfn-type="dict-member" data-export id="dom-mlclampoptions-minvalue"><code>minValue</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float⑤">float</a></span>
     <dd data-md>
      <p>The minimum value of the range. When it is not specified, the clamping is not performed on the lower limit of the range.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLClampOptions" data-dfn-type="dict-member" data-export id="dom-mlclampoptions-maxvalue"><code>maxValue</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float⑨">float</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLClampOptions" data-dfn-type="dict-member" data-export id="dom-mlclampoptions-maxvalue"><code>maxValue</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float⑥">float</a></span>
     <dd data-md>
      <p>The maximum value of the range. When it is not specified, the clamping is not performed on the upper limit of the range.</p>
    </dl>
@@ -2682,23 +2629,23 @@ <h5 class="heading settled" data-level="7.8.8.1" id="api-mlgraphbuilder-clamp-op
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦⑤">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦③">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlclampoptions" id="ref-for-dictdef-mlclampoptions③">MLClampOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
      <strong>Returns:</strong> 
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦⑥">MLOperand</a></code>. The output tensor of the same shape as <em>operand</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦④">MLOperand</a></code>. The output tensor of the same shape as <em>operand</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="clamp(input, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="clamp(input, options)|clamp(input)" id="dom-mlgraphbuilder-clamp"><code>clamp(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③②">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑦">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⓪">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#check-clamp-options" id="ref-for-check-clamp-options">checking clamp options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑧">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#check-clamp-options" id="ref-for-check-clamp-options">checking clamp options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑦">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -2734,9 +2681,9 @@ <h5 class="heading settled" data-level="7.8.8.2" id="api-mlgraphbuilder-clamp-op
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="clamp(options)|clamp()" id="dom-mlgraphbuilder-clamp-options"><code>clamp(<var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#check-clamp-options" id="ref-for-check-clamp-options①">checking clamp options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑨">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#check-clamp-options" id="ref-for-check-clamp-options①">checking clamp options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③③">this</a>, "clamp" and <var>options</var>.</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③①">this</a>, "clamp" and <var>options</var>.</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -2744,19 +2691,19 @@ <h5 class="heading settled" data-level="7.8.8.2" id="api-mlgraphbuilder-clamp-op
    <h4 class="heading settled" data-level="7.8.9" id="api-mlgraphbuilder-concat"><span class="secno">7.8.9. </span><span class="content">concat</span><a class="self-link" href="#api-mlgraphbuilder-concat"></a></h4>
     Concatenates the input tensors along a given axis. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder②⑥"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑦⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-concat" id="ref-for-dom-mlgraphbuilder-concat"><c- g>concat</c-></a>(<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑦⑧"><c- n>MLOperand</c-></a>> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/concat(inputs, axis)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-concat-inputs-axis-inputs"><code><c- g>inputs</c-></code><a class="self-link" href="#dom-mlgraphbuilder-concat-inputs-axis-inputs"></a></dfn>, [<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange③"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑦"><c- b>unsigned</c-> <c- b>long</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/concat(inputs, axis)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-concat-inputs-axis-axis"><code><c- g>axis</c-></code><a class="self-link" href="#dom-mlgraphbuilder-concat-inputs-axis-axis"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑦⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-concat" id="ref-for-dom-mlgraphbuilder-concat"><c- g>concat</c-></a>(<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑦⑥"><c- n>MLOperand</c-></a>> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/concat(inputs, axis)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-concat-inputs-axis-inputs"><code><c- g>inputs</c-></code><a class="self-link" href="#dom-mlgraphbuilder-concat-inputs-axis-inputs"></a></dfn>, [<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange③"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑦"><c- b>unsigned</c-> <c- b>long</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/concat(inputs, axis)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-concat-inputs-axis-axis"><code><c- g>axis</c-></code><a class="self-link" href="#dom-mlgraphbuilder-concat-inputs-axis-axis"></a></dfn>);
 };
 </pre>
    <div>
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>inputs</em>: a sequence of <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦⑨">MLOperand</a></code>. All input tensors must have the
+      <p><em>inputs</em>: a sequence of <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦⑦">MLOperand</a></code>. All input tensors must have the
 same shape, except for the size of the dimension to concatenate on.</p>
      <li data-md>
       <p><em>axis</em>: an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑧">unsigned long</a></code> scalar. The axis that the inputs concatenate along. Its value must be in the range [0, N-1] where N is the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑧">rank</a> of the input tensors.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑧⓪">MLOperand</a></code>. The concatenated tensor of all the inputs along
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦⑧">MLOperand</a></code>. The concatenated tensor of all the inputs along
     the <em>axis</em>. The output tensor has the same shape except on the dimension
     that all the inputs concatenated along. The size of that dimension is
     computed as the sum of all the input sizes of the same dimension.</p>
@@ -2765,45 +2712,45 @@ <h4 class="heading settled" data-level="7.8.9" id="api-mlgraphbuilder-concat"><s
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-concat"><code>concat(<var>inputs</var>, <var>axis</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③④">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item">item</a> in <var>inputs</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⓪">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③②">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item">item</a> in <var>inputs</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>inputs</var> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-is-empty" id="ref-for-list-is-empty">is empty</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④①">TypeError</a></code>.</p>
+      <p>If <var>inputs</var> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-is-empty" id="ref-for-list-is-empty">is empty</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⓪">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>first</var> be <var>inputs</var>[0].</p>
      <li data-md>
-      <p>If <var>axis</var> is greater than or equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑨">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④②">TypeError</a></code>.</p>
+      <p>If <var>axis</var> is greater than or equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑨">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④①">TypeError</a></code>.</p>
      <li data-md>
-      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⓪">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor①⑨">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑧">dataType</a></code> to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪">dataType</a>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑥">dataType</a></code> to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪">dataType</a>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions⑨">dimensions</a></code> to a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone">clone</a> of <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①①">shape</a>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions⑧">dimensions</a></code> to a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone">clone</a> of <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①①">shape</a>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⓪">dimensions</a></code>[<var>axis</var>] to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①②">shape</a>[<var>axis</var>].</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions⑨">dimensions</a></code>[<var>axis</var>] to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①②">shape</a>[<var>axis</var>].</p>
      <li data-md>
-      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate④">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range③">the range</a> 1 to <var>inputs</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑦">size</a>, exclusive:</p>
+      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate③">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range②">the range</a> 1 to <var>inputs</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑦">size</a>, exclusive:</p>
       <ol>
        <li data-md>
         <p>Let <var>input</var> be <var>inputs</var>[<var>index</var>].</p>
        <li data-md>
-        <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①">dataType</a> is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④③">TypeError</a></code>.</p>
+        <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①">dataType</a> is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④②">TypeError</a></code>.</p>
        <li data-md>
-        <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⓪">rank</a> is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①①">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④④">TypeError</a></code>.</p>
+        <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⓪">rank</a> is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①①">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④③">TypeError</a></code>.</p>
        <li data-md>
-        <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑤">For each</a> <var>dim</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range④">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①②">rank</a>, exclusive:</p>
+        <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate④">For each</a> <var>dim</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range③">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①②">rank</a>, exclusive:</p>
         <div class="note" role="note"> If the shape of each corresponding dimension and type of the operands, except for those of the dimension given by <var>axis</var>, is not the same, fail. </div>
         <ol>
          <li data-md>
-          <p>If <var>dim</var> is not equal to <var>axis</var> and if <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①③">shape</a>[<var>dim</var>] is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①④">shape</a>[<var>dim</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑤">TypeError</a></code>.</p>
+          <p>If <var>dim</var> is not equal to <var>axis</var> and if <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①③">shape</a>[<var>dim</var>] is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①④">shape</a>[<var>dim</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④④">TypeError</a></code>.</p>
          <li data-md>
           <p>If <var>dim</var> is equal to <var>axis</var>:</p>
           <ol>
            <li data-md>
-            <p>Let <var>size</var> be the sum of <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①①">dimensions</a></code>[<var>axis</var>] and <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑤">shape</a>[<var>dim</var>].</p>
+            <p>Let <var>size</var> be the sum of <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⓪">dimensions</a></code>[<var>axis</var>] and <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑤">shape</a>[<var>dim</var>].</p>
            <li data-md>
-            <p>If <var>size</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension②">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑥">TypeError</a></code>.</p>
+            <p>If <var>size</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑤">TypeError</a></code>.</p>
            <li data-md>
-            <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①②">dimensions</a></code>[<var>axis</var>] to <var>size</var>.</p>
+            <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①①">dimensions</a></code>[<var>axis</var>] to <var>size</var>.</p>
           </ol>
         </ol>
       </ol>
@@ -2811,7 +2758,7 @@ <h4 class="heading settled" data-level="7.8.9" id="api-mlgraphbuilder-concat"><s
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand⑥">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑤">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand⑤">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③③">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators①④">operator</a> for the concat operation, given <var>inputs</var> and <var>axis</var>.</p>
        <li data-md>
@@ -2841,13 +2788,13 @@ <h4 class="heading settled" data-level="7.8.10" id="api-mlgraphbuilder-conv2d"><
   [<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange⑦"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long①②"><c- b>unsigned</c-> <c- b>long</c-></a> <a class="idl-code" data-default="1" data-link-type="dict-member" data-type="unsigned long " href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups"><c- g>groups</c-></a> = 1;
   <a data-link-type="idl-name" href="#enumdef-mlinputoperandlayout" id="ref-for-enumdef-mlinputoperandlayout"><c- n>MLInputOperandLayout</c-></a> <a class="idl-code" data-default="&quot;nchw&quot;" data-link-type="dict-member" data-type="MLInputOperandLayout " href="#dom-mlconv2doptions-inputlayout" id="ref-for-dom-mlconv2doptions-inputlayout"><c- g>inputLayout</c-></a> = "nchw";
   <a data-link-type="idl-name" href="#enumdef-mlconv2dfilteroperandlayout" id="ref-for-enumdef-mlconv2dfilteroperandlayout"><c- n>MLConv2dFilterOperandLayout</c-></a> <a class="idl-code" data-default="&quot;oihw&quot;" data-link-type="dict-member" data-type="MLConv2dFilterOperandLayout " href="#dom-mlconv2doptions-filterlayout" id="ref-for-dom-mlconv2doptions-filterlayout"><c- g>filterLayout</c-></a> = "oihw";
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias"><c- g>bias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑦⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias"><c- g>bias</c-></a>;
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation①⑦"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLActivation " href="#dom-mlconv2doptions-activation" id="ref-for-dom-mlconv2doptions-activation"><c- g>activation</c-></a>;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder②⑦"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-conv2d" id="ref-for-dom-mlgraphbuilder-conv2d②"><c- g>conv2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/conv2d(input, filter, options), MLGraphBuilder/conv2d(input, filter)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-conv2d-input-filter-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-conv2d-input-filter-options-input"></a></dfn>,
-                   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/conv2d(input, filter, options), MLGraphBuilder/conv2d(input, filter)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-conv2d-input-filter-options-filter"><code><c- g>filter</c-></code><a class="self-link" href="#dom-mlgraphbuilder-conv2d-input-filter-options-filter"></a></dfn>,
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-conv2d" id="ref-for-dom-mlgraphbuilder-conv2d②"><c- g>conv2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/conv2d(input, filter, options), MLGraphBuilder/conv2d(input, filter)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-conv2d-input-filter-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-conv2d-input-filter-options-input"></a></dfn>,
+                   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/conv2d(input, filter, options), MLGraphBuilder/conv2d(input, filter)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-conv2d-input-filter-options-filter"><code><c- g>filter</c-></code><a class="self-link" href="#dom-mlgraphbuilder-conv2d-input-filter-options-filter"></a></dfn>,
                    <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlconv2doptions" id="ref-for-dictdef-mlconv2doptions"><c- n>MLConv2dOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/conv2d(input, filter, options), MLGraphBuilder/conv2d(input, filter)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-conv2d-input-filter-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-conv2d-input-filter-options-options"></a></dfn> = {});
 };
 </pre>
@@ -2904,7 +2851,7 @@ <h4 class="heading settled" data-level="7.8.10" id="api-mlgraphbuilder-conv2d"><
       <li data-md>
        <p><code class="idl"><a data-link-type="idl" href="#dom-mlconv2dfilteroperandlayout-ihwo" id="ref-for-dom-mlconv2dfilteroperandlayout-ihwo">"ihwo"</a></code>: <em>[inputChannels/groups, height, width, outputChannels]</em></p>
      </ul>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLConv2dOptions" data-dfn-type="dict-member" data-export id="dom-mlconv2doptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧⑤">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLConv2dOptions" data-dfn-type="dict-member" data-export id="dom-mlconv2doptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧③">MLOperand</a></span>
     <dd data-md>
      <p>An additional 1-D tensor with the shape of <em>[outputChannels]</em> whose values are to be added to the convolution result.</p>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLConv2dOptions" data-dfn-type="dict-member" data-export id="dom-mlconv2doptions-activation"><code>activation</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation①⑧">MLActivation</a></span>
@@ -2915,15 +2862,15 @@ <h4 class="heading settled" data-level="7.8.10" id="api-mlgraphbuilder-conv2d"><
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑧⑥">MLOperand</a></code>. The input 4-D tensor. The logical shape
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑧④">MLOperand</a></code>. The input 4-D tensor. The logical shape
 is interpreted according to the value of <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-inputlayout" id="ref-for-dom-mlconv2doptions-inputlayout①">inputLayout</a></code>.</p>
      <li data-md>
-      <p><em>filter</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑧⑦">MLOperand</a></code>. The filter 4-D tensor. The logical shape is
+      <p><em>filter</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑧⑤">MLOperand</a></code>. The filter 4-D tensor. The logical shape is
 interpreted according to the value of <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-filterlayout" id="ref-for-dom-mlconv2doptions-filterlayout①">filterLayout</a></code> and <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups①">groups</a></code>.</p>
      <li data-md>
       <p><em>options</em>: an <code class="idl"><a data-link-type="idl" href="#dictdef-mlconv2doptions" id="ref-for-dictdef-mlconv2doptions②">MLConv2dOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑧⑧">MLOperand</a></code>. The output 4-D tensor that contains the convolution result. The output shape is interpreted according to the <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-inputlayout" id="ref-for-dom-mlconv2doptions-inputlayout②">inputLayout</a></code> value. More specifically, the spatial dimensions or the sizes of the last two dimensions of the output tensor for the <em>nchw</em> input layout can be calculated as follow:</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑧⑥">MLOperand</a></code>. The output 4-D tensor that contains the convolution result. The output shape is interpreted according to the <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-inputlayout" id="ref-for-dom-mlconv2doptions-inputlayout②">inputLayout</a></code> value. More specifically, the spatial dimensions or the sizes of the last two dimensions of the output tensor for the <em>nchw</em> input layout can be calculated as follow:</p>
     <p><em>outputSize = 1 + (inputSize - (filterSize - 1) *</em> <em>dilation - 1 + beginningPadding + endingPadding) / stride</em></p>
    </div>
    <div class="note" role="note"> A <em>depthwise</em> conv2d operation is a variant of grouped convolution, used in models like the MobileNet, where the <em>options.groups</em> = inputChannels = outputChannels and the shape of filter tensor is [options.groups, 1, height, width]
@@ -2940,7 +2887,7 @@ <h4 class="heading settled" data-level="7.8.10" id="api-mlgraphbuilder-conv2d"><
     </ol>
    </details>
    <details class="algorithm" data-algorithm="calculate conv2d output sizes" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-conv2d-output-sizes">calculate conv2d output sizes</dfn> given unsigned integers <var>inputHeight</var>, <var>inputWidth</var>, <var>filterHeight</var> and <var>filterWidth</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②">list</a> of 4 unsigned integers <var>padding</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③">list</a> of 2 unsigned integers <var>strides</var>, and <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④">list</a> of 2 unsigned integers <var>dilations</var>, perform these steps. They return a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤">list</a> of 2 numbers. </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-conv2d-output-sizes">calculate conv2d output sizes</dfn> given unsigned integers <var>inputHeight</var>, <var>inputWidth</var>, <var>filterHeight</var> and <var>filterWidth</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①">list</a> of 4 unsigned integers <var>padding</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②">list</a> of 2 unsigned integers <var>strides</var>, and <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③">list</a> of 2 unsigned integers <var>dilations</var>, perform these steps. They return a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④">list</a> of 2 numbers. </summary>
     <ol>
      <li data-md>
       <p>Let <var>outputHeight</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-conv-output-size" id="ref-for-mlgraphbuilder-calculate-conv-output-size">calculating conv output size</a> given <var>inputHeight</var>, <var>filterHeight</var>, <var>padding</var>[0], <var>padding</var>[1], <var>strides</var>[0] and <var>dilations</var>[0].</p>
@@ -2954,33 +2901,33 @@ <h4 class="heading settled" data-level="7.8.10" id="api-mlgraphbuilder-conv2d"><
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="conv2d(input, filter, options)|conv2d(input, filter)" id="dom-mlgraphbuilder-conv2d"><code>conv2d(<var>input</var>, <var>filter</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑥">this</a> and any of <var>input</var>, <var>filter</var>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑥">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑦">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③④">this</a> and any of <var>input</var>, <var>filter</var>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑥">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-activation" id="ref-for-dom-mlconv2doptions-activation①">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑦">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation①">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑦">this</a> and it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑧">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-activation" id="ref-for-dom-mlconv2doptions-activation①">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑦">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation①">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑤">this</a> and it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑨">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①③">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⓪">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①③">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①④">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤①">TypeError</a></code>.</p>
+      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①④">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①④">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤②">TypeError</a></code>.</p>
+      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①④">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-padding" id="ref-for-dom-mlconv2doptions-padding①">padding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑧">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑥">list</a> « 0, 0, 0, 0 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-padding" id="ref-for-dom-mlconv2doptions-padding①">padding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑧">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤">list</a> « 0, 0, 0, 0 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-padding" id="ref-for-dom-mlconv2doptions-padding②">padding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑧">size</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤③">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-padding" id="ref-for-dom-mlconv2doptions-padding②">padding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑧">size</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides①">strides</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑨">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑦">list</a> « 1, 1 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides①">strides</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑨">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑥">list</a> « 1, 1 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides②">strides</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑨">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤④">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides②">strides</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑨">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If any element in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides③">strides</a></code> is equal to 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑤">TypeError</a></code>.</p>
+      <p>If any element in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides③">strides</a></code> is equal to 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-dilations" id="ref-for-dom-mlconv2doptions-dilations①">dilations</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⓪">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑧">list</a> « 1, 1 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-dilations" id="ref-for-dom-mlconv2doptions-dilations①">dilations</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⓪">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑦">list</a> « 1, 1 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-dilations" id="ref-for-dom-mlconv2doptions-dilations②">dilations</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⓪">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑥">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-dilations" id="ref-for-dom-mlconv2doptions-dilations②">dilations</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⓪">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups②">groups</a></code> is 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑦">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups②">groups</a></code> is 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑥">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Calculate the output shape:</em></p>
       <ol>
@@ -3067,18 +3014,18 @@ <h4 class="heading settled" data-level="7.8.10" id="api-mlgraphbuilder-conv2d"><
           </ol>
         </dl>
        <li data-md>
-        <p>If <var>inputChannels</var> % <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups③">groups</a></code> is not 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑧">TypeError</a></code>.</p>
+        <p>If <var>inputChannels</var> % <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups③">groups</a></code> is not 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑦">TypeError</a></code>.</p>
        <li data-md>
-        <p>Else if <var>inputChannels</var> / <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups④">groups</a></code> is not equal to <var>filterInputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑨">TypeError</a></code>.</p>
+        <p>Else if <var>inputChannels</var> / <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups④">groups</a></code> is not equal to <var>filterInputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑧">TypeError</a></code>.</p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②①">exists</a>:</p>
         <ol>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑤">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⓪">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑤">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑨">TypeError</a></code>.</p>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑦">shape</a>[0] is not equal to <var>outputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥①">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑦">shape</a>[0] is not equal to <var>outputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⓪">TypeError</a></code>.</p>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥②">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥①">TypeError</a></code>.</p>
         </ol>
        <li data-md>
         <p>Let <var>outputSizes</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-conv2d-output-sizes" id="ref-for-mlgraphbuilder-calculate-conv2d-output-sizes">calculating conv2d output sizes</a> given <var>inputHeight</var>, <var>inputWidth</var>, <var>filterHeight</var>, <var>filterWidth</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-padding" id="ref-for-dom-mlconv2doptions-padding③">padding</a></code>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides④">strides</a></code>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-dilations" id="ref-for-dom-mlconv2doptions-dilations③">dilations</a></code>.</p>
@@ -3093,21 +3040,21 @@ <h4 class="heading settled" data-level="7.8.10" id="api-mlgraphbuilder-conv2d"><
           <p>Let <var>outputShape</var> be « <var>batches</var>, floor( <var>outputSizes</var>[0] ), floor( <var>outputSizes</var>[1] ), <var>outputChannels</var> ».</p>
         </dl>
        <li data-md>
-        <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension③">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥③">TypeError</a></code>.</p>
+        <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension②">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥②">TypeError</a></code>.</p>
        <li data-md>
-        <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②①">MLOperandDescriptor</a></code>.</p>
+        <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⓪">MLOperandDescriptor</a></code>.</p>
        <li data-md>
-        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑨">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑧">dataType</a>.</p>
+        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑦">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑧">dataType</a>.</p>
        <li data-md>
-        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①③">dimensions</a></code> to <var>outputShape</var>.</p>
+        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①②">dimensions</a></code> to <var>outputShape</var>.</p>
        <li data-md>
-        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-activation" id="ref-for-dom-mlconv2doptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②②">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps②">validation steps</a>] with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥④">TypeError</a></code>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-activation" id="ref-for-dom-mlconv2doptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②②">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps②">validation steps</a>] with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥③">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand⑦">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑧">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand⑥">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑥">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators①⑤">operator</a> for the conv2d operation, given <var>options</var> and <var>filter</var>.</p>
        <li data-md>
@@ -3142,12 +3089,12 @@ <h4 class="heading settled" data-level="7.8.11" id="api-mlgraphbuilder-convtrans
   [<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange①③"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long①⑨"><c- b>unsigned</c-> <c- b>long</c-></a> <a class="idl-code" data-default="1" data-link-type="dict-member" data-type="unsigned long " href="#dom-mlconvtranspose2doptions-groups" id="ref-for-dom-mlconvtranspose2doptions-groups"><c- g>groups</c-></a> = 1;
   <a data-link-type="idl-name" href="#enumdef-mlinputoperandlayout" id="ref-for-enumdef-mlinputoperandlayout②"><c- n>MLInputOperandLayout</c-></a> <a class="idl-code" data-default="&quot;nchw&quot;" data-link-type="dict-member" data-type="MLInputOperandLayout " href="#dom-mlconvtranspose2doptions-inputlayout" id="ref-for-dom-mlconvtranspose2doptions-inputlayout"><c- g>inputLayout</c-></a> = "nchw";
   <a data-link-type="idl-name" href="#enumdef-mlconvtranspose2dfilteroperandlayout" id="ref-for-enumdef-mlconvtranspose2dfilteroperandlayout"><c- n>MLConvTranspose2dFilterOperandLayout</c-></a> <a class="idl-code" data-default="&quot;iohw&quot;" data-link-type="dict-member" data-type="MLConvTranspose2dFilterOperandLayout " href="#dom-mlconvtranspose2doptions-filterlayout" id="ref-for-dom-mlconvtranspose2doptions-filterlayout"><c- g>filterLayout</c-></a> = "iohw";
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlconvtranspose2doptions-bias" id="ref-for-dom-mlconvtranspose2doptions-bias"><c- g>bias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlconvtranspose2doptions-bias" id="ref-for-dom-mlconvtranspose2doptions-bias"><c- g>bias</c-></a>;
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation①⑨"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLActivation " href="#dom-mlconvtranspose2doptions-activation" id="ref-for-dom-mlconvtranspose2doptions-activation"><c- g>activation</c-></a>;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder②⑧"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-convtranspose2d" id="ref-for-dom-mlgraphbuilder-convtranspose2d"><c- g>convTranspose2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/convTranspose2d(input, filter, options), MLGraphBuilder/convTranspose2d(input, filter)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-convtranspose2d-input-filter-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-convtranspose2d-input-filter-options-input"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/convTranspose2d(input, filter, options), MLGraphBuilder/convTranspose2d(input, filter)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter"><code><c- g>filter</c-></code><a class="self-link" href="#dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter"></a></dfn>,
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-convtranspose2d" id="ref-for-dom-mlgraphbuilder-convtranspose2d"><c- g>convTranspose2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑧⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/convTranspose2d(input, filter, options), MLGraphBuilder/convTranspose2d(input, filter)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-convtranspose2d-input-filter-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-convtranspose2d-input-filter-options-input"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/convTranspose2d(input, filter, options), MLGraphBuilder/convTranspose2d(input, filter)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter"><code><c- g>filter</c-></code><a class="self-link" href="#dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter"></a></dfn>,
                             <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlconvtranspose2doptions" id="ref-for-dictdef-mlconvtranspose2doptions"><c- n>MLConvTranspose2dOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/convTranspose2d(input, filter, options), MLGraphBuilder/convTranspose2d(input, filter)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-convtranspose2d-input-filter-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-convtranspose2d-input-filter-options-options"></a></dfn> = {});
 };
 </pre>
@@ -3213,7 +3160,7 @@ <h4 class="heading settled" data-level="7.8.11" id="api-mlgraphbuilder-convtrans
       <li data-md>
        <p><code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2dfilteroperandlayout-ohwi" id="ref-for-dom-mlconvtranspose2dfilteroperandlayout-ohwi">"ohwi"</a></code>: <em>[outputChannels/groups, height, width, inputChannels]</em></p>
      </ul>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLConvTranspose2dOptions" data-dfn-type="dict-member" data-export id="dom-mlconvtranspose2doptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨③">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLConvTranspose2dOptions" data-dfn-type="dict-member" data-export id="dom-mlconvtranspose2doptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨①">MLOperand</a></span>
     <dd data-md>
      <p>An additional 1-D tensor with the shape of <em>[outputChannels]</em> whose values are to be added to the convolution result.</p>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLConvTranspose2dOptions" data-dfn-type="dict-member" data-export id="dom-mlconvtranspose2doptions-activation"><code>activation</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation②⓪">MLActivation</a></span>
@@ -3224,15 +3171,15 @@ <h4 class="heading settled" data-level="7.8.11" id="api-mlgraphbuilder-convtrans
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑨④">MLOperand</a></code>. The input 4-D tensor. The logical shape
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑨②">MLOperand</a></code>. The input 4-D tensor. The logical shape
 is interpreted according to the value of <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-inputlayout" id="ref-for-dom-mlconvtranspose2doptions-inputlayout①">inputLayout</a></code>.</p>
      <li data-md>
-      <p><em>filter</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑨⑤">MLOperand</a></code>. The filter 4-D tensor. The logical shape is
+      <p><em>filter</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑨③">MLOperand</a></code>. The filter 4-D tensor. The logical shape is
 interpreted according to the value of <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-filterlayout" id="ref-for-dom-mlconvtranspose2doptions-filterlayout①">filterLayout</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-groups" id="ref-for-dom-mlconvtranspose2doptions-groups①">groups</a></code>.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlconvtranspose2doptions" id="ref-for-dictdef-mlconvtranspose2doptions②">MLConvTranspose2dOptions</a></code>.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑨⑥">MLOperand</a></code>. The output 4-D tensor that contains the transposed convolution result. The output shape is interpreted according to the <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-inputlayout" id="ref-for-dom-mlconvtranspose2doptions-inputlayout②">inputLayout</a></code> value. More specifically, unless the <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputsizes" id="ref-for-dom-mlconvtranspose2doptions-outputsizes①">outputSizes</a></code> values are explicitly specified, the <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding②">outputPadding</a></code> may be needed to compute the spatial dimension values of the output tensor as follow:</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑨④">MLOperand</a></code>. The output 4-D tensor that contains the transposed convolution result. The output shape is interpreted according to the <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-inputlayout" id="ref-for-dom-mlconvtranspose2doptions-inputlayout②">inputLayout</a></code> value. More specifically, unless the <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputsizes" id="ref-for-dom-mlconvtranspose2doptions-outputsizes①">outputSizes</a></code> values are explicitly specified, the <em>options</em>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding②">outputPadding</a></code> may be needed to compute the spatial dimension values of the output tensor as follow:</p>
     <p><em>outputSize = (inputSize - 1) *</em> <em>stride + (filterSize - 1) *</em> <em>dilation + 1 - beginningPadding - endingPadding + outputPadding</em></p>
    </div>
    <details class="algorithm" data-algorithm="calculate convtranspose output size" data-algorithm-for="MLGraphBuilder" open>
@@ -3247,7 +3194,7 @@ <h4 class="heading settled" data-level="7.8.11" id="api-mlgraphbuilder-convtrans
     </ol>
    </details>
    <details class="algorithm" data-algorithm="calculate convtranspose2d output sizes" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-convtranspose2d-output-sizes">calculate convtranspose2d output sizes</dfn> given unsigned integers <var>inputHeight</var>, <var>inputWidth</var>, <var>filterHeight</var> and <var>filterWidth</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑨">list</a> of 4 unsigned integers <var>padding</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⓪">list</a> of 2 unsigned integers <var>strides</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①①">list</a> of 2 unsigned integers <var>dilations</var>, and <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①②">list</a> of 2 unsigned integers <var>outputPadding</var>, perform these steps. They return a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①③">list</a> of 2 numbers. </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-convtranspose2d-output-sizes">calculate convtranspose2d output sizes</dfn> given unsigned integers <var>inputHeight</var>, <var>inputWidth</var>, <var>filterHeight</var> and <var>filterWidth</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑧">list</a> of 4 unsigned integers <var>padding</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑨">list</a> of 2 unsigned integers <var>strides</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⓪">list</a> of 2 unsigned integers <var>dilations</var>, and <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①①">list</a> of 2 unsigned integers <var>outputPadding</var>, perform these steps. They return a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①②">list</a> of 2 numbers. </summary>
     <ol>
      <li data-md>
       <p>Let <var>outputHeight</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-convtranspose-output-size" id="ref-for-mlgraphbuilder-calculate-convtranspose-output-size">calculating convtranspose output size</a> given <var>inputHeight</var>, <var>filterHeight</var>, <var>padding</var>[0], <var>padding</var>[1], <var>strides</var>[0], <var>dilations</var>[0], and <var>outputPadding</var>[0].</p>
@@ -3261,46 +3208,46 @@ <h4 class="heading settled" data-level="7.8.11" id="api-mlgraphbuilder-convtrans
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="convTranspose2d(input, filter, options)|convTranspose2d(input, filter)" id="dom-mlgraphbuilder-convtranspose2d"><code>convTranspose2d(<var>input</var>, <var>filter</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑨">this</a> and any of <var>input</var>, <var>filter</var>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-bias" id="ref-for-dom-mlconvtranspose2doptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑤">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑤">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑦">this</a> and any of <var>input</var>, <var>filter</var>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-bias" id="ref-for-dom-mlconvtranspose2doptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑤">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-activation" id="ref-for-dom-mlconvtranspose2doptions-activation①">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑥">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation②">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⓪">this</a> and it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑥">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-activation" id="ref-for-dom-mlconvtranspose2doptions-activation①">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑥">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation②">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑧">this</a> and it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑥">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑦">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑥">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑨">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑧">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑨">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑦">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑨">TypeError</a></code>.</p>
+      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑦">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⓪">TypeError</a></code>.</p>
+      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-padding" id="ref-for-dom-mlconvtranspose2doptions-padding①">padding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑦">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①④">list</a> « 0, 0, 0, 0 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-padding" id="ref-for-dom-mlconvtranspose2doptions-padding①">padding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑦">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①③">list</a> « 0, 0, 0, 0 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-padding" id="ref-for-dom-mlconvtranspose2doptions-padding②">padding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①①">size</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦①">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-padding" id="ref-for-dom-mlconvtranspose2doptions-padding②">padding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①①">size</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides②">strides</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑧">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑤">list</a> « 1, 1 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides②">strides</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑧">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①④">list</a> « 1, 1 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides③">strides</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①②">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦②">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides③">strides</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①②">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If any element in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides⑤">strides</a></code> is equal to 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦③">TypeError</a></code>.</p>
+      <p>If any element in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides⑤">strides</a></code> is equal to 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-dilations" id="ref-for-dom-mlconvtranspose2doptions-dilations①">dilations</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑨">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑥">list</a> « 1, 1 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-dilations" id="ref-for-dom-mlconvtranspose2doptions-dilations①">dilations</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑨">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑤">list</a> « 1, 1 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-dilations" id="ref-for-dom-mlconvtranspose2doptions-dilations②">dilations</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①③">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦④">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-dilations" id="ref-for-dom-mlconvtranspose2doptions-dilations②">dilations</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①③">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding③">outputPadding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⓪">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑦">list</a> « 0, 0 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding③">outputPadding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⓪">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑥">list</a> « 0, 0 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding④">outputPadding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①④">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑤">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding④">outputPadding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①④">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦④">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputsizes" id="ref-for-dom-mlconvtranspose2doptions-outputsizes②">outputSizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③①">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑤">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑤">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑤">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>Otherwise:</p>
       <ol>
        <li data-md>
-        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding⑤">outputPadding</a></code>[0] is greater than or equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides④">strides</a></code>[0], or <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding⑥">outputPadding</a></code>[1] is greater than or equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides⑤">strides</a></code>[1], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑦">TypeError</a></code>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding⑤">outputPadding</a></code>[0] is greater than or equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides④">strides</a></code>[0], or <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding⑥">outputPadding</a></code>[1] is greater than or equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides⑤">strides</a></code>[1], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑥">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Calculate the output shape:</em></p>
@@ -3376,18 +3323,18 @@ <h4 class="heading settled" data-level="7.8.11" id="api-mlgraphbuilder-convtrans
           </ol>
         </dl>
        <li data-md>
-        <p>If <var>inputChannels</var> is not equal to <var>filterInputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑧">TypeError</a></code>.</p>
+        <p>If <var>inputChannels</var> is not equal to <var>filterInputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑦">TypeError</a></code>.</p>
        <li data-md>
         <p>Let <var>outputChannels</var> be <var>filterOutputChannels</var> * <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-groups" id="ref-for-dom-mlconvtranspose2doptions-groups②">groups</a></code></p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-bias" id="ref-for-dom-mlconvtranspose2doptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③②">exists</a>:</p>
         <ol>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑧">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑨">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑧">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑧">TypeError</a></code>.</p>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑨">shape</a>[0] is not equal to <var>outputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⓪">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑨">shape</a>[0] is not equal to <var>outputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑨">TypeError</a></code>.</p>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②②">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②③">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧①">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②②">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②③">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⓪">TypeError</a></code>.</p>
         </ol>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputsizes" id="ref-for-dom-mlconvtranspose2doptions-outputsizes③">outputSizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③③">exists</a>, let <var>outputSizes</var> be <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputsizes" id="ref-for-dom-mlconvtranspose2doptions-outputsizes④">outputSizes</a></code>.</p>
@@ -3404,21 +3351,21 @@ <h4 class="heading settled" data-level="7.8.11" id="api-mlgraphbuilder-convtrans
           <p>Let <var>outputShape</var> be « <var>batches</var>, floor( <var>outputSizes</var>[0] ), floor( <var>outputSizes</var>[1] ), <var>outputChannels</var> ».</p>
         </dl>
        <li data-md>
-        <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item②">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension④">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧②">TypeError</a></code>.</p>
+        <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item②">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension③">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧①">TypeError</a></code>.</p>
        <li data-md>
-        <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②②">MLOperandDescriptor</a></code>.</p>
+        <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②①">MLOperandDescriptor</a></code>.</p>
        <li data-md>
-        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⓪">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②④">dataType</a>.</p>
+        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑧">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②④">dataType</a>.</p>
        <li data-md>
-        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①④">dimensions</a></code> to <var>outputShape</var>.</p>
+        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①③">dimensions</a></code> to <var>outputShape</var>.</p>
        <li data-md>
-        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-activation" id="ref-for-dom-mlconvtranspose2doptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③④">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps③">validation steps</a>] with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧③">TypeError</a></code>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-activation" id="ref-for-dom-mlconvtranspose2doptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③④">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps③">validation steps</a>] with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧②">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand⑧">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④①">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand⑦">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑨">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators①⑥">operator</a> for the convTranspose2d operation, given <var>options</var> and <var>filter</var>.</p>
        <li data-md>
@@ -3441,24 +3388,24 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
    <p>The element-wise binary operations will be broadcasted according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑨">rank</a> of the output tensor is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⓪">rank</a> of the input tensors. For each dimension of the output tensor, its size
 is the maximum size along that dimension of the input tensors.</p>
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder②⑨"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-add" id="ref-for-dom-mlgraphbuilder-add"><c- g>add</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/add(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-add-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-add-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/add(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-add-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-add-a-b-b"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-sub" id="ref-for-dom-mlgraphbuilder-sub"><c- g>sub</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/sub(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-sub-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-sub-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/sub(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-sub-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-sub-a-b-b"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-mul" id="ref-for-dom-mlgraphbuilder-mul"><c- g>mul</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/mul(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-mul-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-mul-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/mul(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-mul-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-mul-a-b-b"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-div" id="ref-for-dom-mlgraphbuilder-div"><c- g>div</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/div(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-div-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-div-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/div(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-div-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-div-a-b-b"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-max" id="ref-for-dom-mlgraphbuilder-max"><c- g>max</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/max(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-max-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-max-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/max(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-max-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-max-a-b-b"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-min" id="ref-for-dom-mlgraphbuilder-min"><c- g>min</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/min(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-min-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-min-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/min(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-min-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-min-a-b-b"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-pow" id="ref-for-dom-mlgraphbuilder-pow"><c- g>pow</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/pow(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pow-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-pow-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/pow(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pow-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-pow-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-add" id="ref-for-dom-mlgraphbuilder-add"><c- g>add</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/add(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-add-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-add-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/add(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-add-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-add-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-sub" id="ref-for-dom-mlgraphbuilder-sub"><c- g>sub</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand⑨⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/sub(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-sub-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-sub-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/sub(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-sub-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-sub-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-mul" id="ref-for-dom-mlgraphbuilder-mul"><c- g>mul</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/mul(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-mul-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-mul-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/mul(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-mul-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-mul-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-div" id="ref-for-dom-mlgraphbuilder-div"><c- g>div</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/div(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-div-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-div-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/div(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-div-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-div-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-max" id="ref-for-dom-mlgraphbuilder-max"><c- g>max</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/max(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-max-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-max-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/max(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-max-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-max-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-min" id="ref-for-dom-mlgraphbuilder-min"><c- g>min</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/min(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-min-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-min-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/min(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-min-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-min-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-pow" id="ref-for-dom-mlgraphbuilder-pow"><c- g>pow</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/pow(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pow-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-pow-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①①⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/pow(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pow-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-pow-a-b-b"></a></dfn>);
 };
 </pre>
    <div>
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>a</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①①⑧">MLOperand</a></code>. The first input tensor.</p>
+      <p><em>a</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①①⑥">MLOperand</a></code>. The first input tensor.</p>
      <li data-md>
-      <p><em>b</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①①⑨">MLOperand</a></code>. The second input tensor.</p>
+      <p><em>b</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①①⑦">MLOperand</a></code>. The second input tensor.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①②⓪">MLOperand</a></code>. The output tensor that contains the result of
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①①⑧">MLOperand</a></code>. The output tensor that contains the result of
     element-wise binary operation of the two input tensors.</p>
    </div>
    <div>
@@ -3481,29 +3428,29 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
     </ul>
    </div>
    <details class="algorithm" data-algorithm="element-wise-binary-op" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="element-wise-binary-op" data-noexport id="mlgraphbuilder-element-wise-binary-op">create element-wise binary operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑤">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①②①">MLOperand</a></code> <var>a</var> and <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①②②">MLOperand</a></code> <var>b</var>, run the following steps: </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="element-wise-binary-op" data-noexport id="mlgraphbuilder-element-wise-binary-op">create element-wise binary operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑤">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①①⑨">MLOperand</a></code> <var>a</var> and <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①②⓪">MLOperand</a></code> <var>b</var>, run the following steps: </summary>
     <ol>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#assert" id="ref-for-assert①">Assert</a>: <var>op</var> is one of "add", "sub", "mul", "div", "max", "min", "pow".</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④②">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧④">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⓪">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑤">dataType</a> is not equal to <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑥">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑤">TypeError</a></code>.</p>
+      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑤">dataType</a> is not equal to <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑥">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧④">TypeError</a></code>.</p>
      <li data-md>
-      <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②③">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②②">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①①">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑦">dataType</a>.</p>
+      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑨">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑦">dataType</a>.</p>
      <li data-md>
-      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑤">dimensions</a></code> to the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes">bidirectionally broadcasting the shapes</a> <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⓪">shape</a> and <var>b</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②①">shape</a>.</p>
+      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①④">dimensions</a></code> to the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes">bidirectionally broadcasting the shapes</a> <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⓪">shape</a> and <var>b</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②①">shape</a>.</p>
       <ol>
        <li data-md>
-        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑥">TypeError</a></code>.</p>
+        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑤">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand⑨">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④③">this</a> and <var>descriptor</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand⑧">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④①">this</a> and <var>descriptor</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators①⑦">operator</a> for the binary operation <var>op</var>, given <var>a</var> and <var>b</var>.</p>
        <li data-md>
@@ -3526,7 +3473,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op①"> create element-wise binary operation</a> given "add", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧②">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧①">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3539,7 +3486,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op②"> create element-wise binary operation</a> given "sub", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧④">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧③">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3552,7 +3499,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op③"> create element-wise binary operation</a> given "mul", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑥">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑤">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3565,7 +3512,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op④"> create element-wise binary operation</a> given "div", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑧">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑦">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3578,7 +3525,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op⑤"> create element-wise binary operation</a> given "max", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⓪">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑨">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3591,7 +3538,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op⑥"> create element-wise binary operation</a> given "min", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨②">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨①">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3604,7 +3551,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op⑦"> create element-wise binary operation</a> given "pow", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨④">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨③">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3615,23 +3562,23 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
     Compare input tensors element-wise and return a uint8 tensor of values 0 or 1 for the comparisons. For single-operand operations, return the logical results of the operation. 
    <p>The input tensor will be broadcasted according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②①">rank</a> of the output tensor is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②②">rank</a> of the input tensors.</p>
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder③⓪"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-equal" id="ref-for-dom-mlgraphbuilder-equal"><c- g>equal</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/equal(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-equal-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-equal-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/equal(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-equal-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-equal-a-b-b"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-greater" id="ref-for-dom-mlgraphbuilder-greater"><c- g>greater</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/greater(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-greater-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-greater-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/greater(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-greater-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-greater-a-b-b"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-greaterorequal" id="ref-for-dom-mlgraphbuilder-greaterorequal"><c- g>greaterOrEqual</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/greaterOrEqual(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-greaterorequal-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-greaterorequal-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/greaterOrEqual(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-greaterorequal-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-greaterorequal-a-b-b"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-lesser" id="ref-for-dom-mlgraphbuilder-lesser"><c- g>lesser</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lesser(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lesser-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lesser-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lesser(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lesser-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lesser-a-b-b"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-lesserorequal" id="ref-for-dom-mlgraphbuilder-lesserorequal"><c- g>lesserOrEqual</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lesserOrEqual(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lesserorequal-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lesserorequal-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lesserOrEqual(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lesserorequal-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lesserorequal-a-b-b"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-not" id="ref-for-dom-mlgraphbuilder-not"><c- g>not</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/not(a)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-not-a-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-not-a-a"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-equal" id="ref-for-dom-mlgraphbuilder-equal"><c- g>equal</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/equal(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-equal-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-equal-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/equal(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-equal-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-equal-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-greater" id="ref-for-dom-mlgraphbuilder-greater"><c- g>greater</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/greater(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-greater-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-greater-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/greater(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-greater-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-greater-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-greaterorequal" id="ref-for-dom-mlgraphbuilder-greaterorequal"><c- g>greaterOrEqual</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/greaterOrEqual(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-greaterorequal-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-greaterorequal-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/greaterOrEqual(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-greaterorequal-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-greaterorequal-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-lesser" id="ref-for-dom-mlgraphbuilder-lesser"><c- g>lesser</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lesser(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lesser-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lesser-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lesser(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lesser-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lesser-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-lesserorequal" id="ref-for-dom-mlgraphbuilder-lesserorequal"><c- g>lesserOrEqual</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lesserOrEqual(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lesserorequal-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lesserorequal-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lesserOrEqual(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lesserorequal-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lesserorequal-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-not" id="ref-for-dom-mlgraphbuilder-not"><c- g>not</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①③⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/not(a)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-not-a-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-not-a-a"></a></dfn>);
 };
 </pre>
    <div>
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>a</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①④⓪">MLOperand</a></code>. The first input tensor.</p>
+      <p><em>a</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①③⑧">MLOperand</a></code>. The first input tensor.</p>
      <li data-md>
-      <p><em>b</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①④①">MLOperand</a></code>. The second input tensor when specified.</p>
+      <p><em>b</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①③⑨">MLOperand</a></code>. The second input tensor when specified.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①④②">MLOperand</a></code>. The output tensor that contains the result of element-wise comparison of the two input tensors.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①④⓪">MLOperand</a></code>. The output tensor that contains the result of element-wise comparison of the two input tensors.</p>
    </div>
    <div>
      <strong>Operation types:</strong> 
@@ -3652,7 +3599,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
    </div>
    <div class="note" role="note"> Although operations <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-greaterorequal" id="ref-for-dom-mlgraphbuilder-greaterorequal①">greaterOrEqual()</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lesserorequal" id="ref-for-dom-mlgraphbuilder-lesserorequal①">lesserOrEqual()</a></code> can each be implemented in terms of operations <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-not" id="ref-for-dom-mlgraphbuilder-not①">not()</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lesser" id="ref-for-dom-mlgraphbuilder-lesser①">lesser()</a></code>, and <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-greater" id="ref-for-dom-mlgraphbuilder-greater①">greater()</a></code> in other words <code>builder.greaterOrEqual(a, b)</code> is <code>builder.not(builder.lesser(a, b))</code>, they are specifically defined to handle NaN cases and for performance reason to avoid double comparisons. </div>
    <details class="algorithm" data-algorithm="element-wise-logical-op" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="element-wise-logical-op" data-noexport id="mlgraphbuilder-element-wise-logical-op">create element-wise logical operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑥">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①④③">MLOperand</a></code> <var>a</var> and an optional <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①④④">MLOperand</a></code> <var>b</var>, run the following steps: </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="element-wise-logical-op" data-noexport id="mlgraphbuilder-element-wise-logical-op">create element-wise logical operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑥">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①④①">MLOperand</a></code> <var>a</var> and an optional <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①④②">MLOperand</a></code> <var>b</var>, run the following steps: </summary>
     <ol>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#assert" id="ref-for-assert②">Assert</a>: <var>op</var> is one of "equal", "greater", "greaterOrEqual", "lesser", "lesserOrEqual", "not".</p>
@@ -3660,33 +3607,33 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
       <p>If <var>op</var> is "not".</p>
       <ol>
        <li data-md>
-        <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④④">this</a> and <var>a</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑦">TypeError</a></code>.</p>
+        <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④②">this</a> and <var>a</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑥">TypeError</a></code>.</p>
        <li data-md>
-        <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑧">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8">"uint8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑧">TypeError</a></code>.</p>
+        <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑧">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8">"uint8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑦">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>op</var> is anything else but "not".</p>
       <ol>
        <li data-md>
-        <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑤">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑨">TypeError</a></code>.</p>
+        <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④③">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑧">TypeError</a></code>.</p>
        <li data-md>
-        <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑨">dataType</a> is not equal to <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⓪">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⓪">TypeError</a></code>.</p>
+        <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑨">dataType</a> is not equal to <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⓪">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑨">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②④">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②③">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①②">dataType</a></code> to <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8①">"uint8"</a></code>.</p>
+      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⓪">dataType</a></code> to <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8①">"uint8"</a></code>.</p>
      <li data-md>
-      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑥">dimensions</a></code> to the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes①">bidirectionally broadcasting the shapes</a> <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②②">shape</a> and <var>b</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②③">shape</a>.</p>
+      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑤">dimensions</a></code> to the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes①">bidirectionally broadcasting the shapes</a> <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②②">shape</a> and <var>b</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②③">shape</a>.</p>
       <ol>
        <li data-md>
-        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨①">TypeError</a></code>.</p>
+        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⓪">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⓪">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑥">this</a> and <var>descriptor</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand⑨">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④④">this</a> and <var>descriptor</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators①⑧">operator</a> for the logical operation <var>op</var>, given <var>a</var> and (if <var>op</var> is not "not") <var>b</var>.</p>
        <li data-md>
@@ -3709,7 +3656,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op①"> create element-wise logical operation</a> given "equal", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪①">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⓪">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3722,7 +3669,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op②"> create element-wise logical operation</a> given "greater", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪③">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪②">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3735,7 +3682,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op③"> create element-wise logical operation</a> given "greaterOrEqual", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑤">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪④">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3748,7 +3695,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op④"> create element-wise logical operation</a> given "lesser", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑦">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑥">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3761,7 +3708,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op⑤"> create element-wise logical operation</a> given "lesserOrEqual", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑨">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑧">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3774,7 +3721,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op⑥"> create element-wise logical operation</a> given "not" and <var>a</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①①">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⓪">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3784,28 +3731,28 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
    <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><span class="secno">7.8.14. </span><span class="content">Element-wise unary operations</span><a class="self-link" href="#api-mlgraphbuilder-unary"></a></h4>
     Compute the element-wise unary operation for input tensor. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder③①"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-abs" id="ref-for-dom-mlgraphbuilder-abs"><c- g>abs</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/abs(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-abs-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-abs-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-ceil" id="ref-for-dom-mlgraphbuilder-ceil"><c- g>ceil</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/ceil(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-ceil-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-ceil-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-cos" id="ref-for-dom-mlgraphbuilder-cos"><c- g>cos</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/cos(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-cos-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-cos-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-erf" id="ref-for-dom-mlgraphbuilder-erf"><c- g>erf</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/erf(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-erf-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-erf-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-exp" id="ref-for-dom-mlgraphbuilder-exp"><c- g>exp</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/exp(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-exp-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-exp-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-floor" id="ref-for-dom-mlgraphbuilder-floor"><c- g>floor</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/floor(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-floor-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-floor-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-identity" id="ref-for-dom-mlgraphbuilder-identity"><c- g>identity</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/identity(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-identity-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-identity-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-log" id="ref-for-dom-mlgraphbuilder-log"><c- g>log</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/log(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-log-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-log-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-neg" id="ref-for-dom-mlgraphbuilder-neg"><c- g>neg</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/neg(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-neg-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-neg-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reciprocal" id="ref-for-dom-mlgraphbuilder-reciprocal"><c- g>reciprocal</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reciprocal(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reciprocal-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reciprocal-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-sin" id="ref-for-dom-mlgraphbuilder-sin"><c- g>sin</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/sin(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-sin-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-sin-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-sqrt" id="ref-for-dom-mlgraphbuilder-sqrt"><c- g>sqrt</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/sqrt(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-sqrt-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-sqrt-input-input"></a></dfn>);
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-tan" id="ref-for-dom-mlgraphbuilder-tan"><c- g>tan</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑦⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/tan(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-tan-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-tan-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-abs" id="ref-for-dom-mlgraphbuilder-abs"><c- g>abs</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/abs(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-abs-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-abs-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-ceil" id="ref-for-dom-mlgraphbuilder-ceil"><c- g>ceil</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/ceil(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-ceil-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-ceil-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-cos" id="ref-for-dom-mlgraphbuilder-cos"><c- g>cos</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/cos(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-cos-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-cos-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①④⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-erf" id="ref-for-dom-mlgraphbuilder-erf"><c- g>erf</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/erf(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-erf-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-erf-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-exp" id="ref-for-dom-mlgraphbuilder-exp"><c- g>exp</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/exp(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-exp-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-exp-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-floor" id="ref-for-dom-mlgraphbuilder-floor"><c- g>floor</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/floor(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-floor-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-floor-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-identity" id="ref-for-dom-mlgraphbuilder-identity"><c- g>identity</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/identity(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-identity-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-identity-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-log" id="ref-for-dom-mlgraphbuilder-log"><c- g>log</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/log(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-log-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-log-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑤⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-neg" id="ref-for-dom-mlgraphbuilder-neg"><c- g>neg</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/neg(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-neg-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-neg-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reciprocal" id="ref-for-dom-mlgraphbuilder-reciprocal"><c- g>reciprocal</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reciprocal(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reciprocal-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reciprocal-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-sin" id="ref-for-dom-mlgraphbuilder-sin"><c- g>sin</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/sin(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-sin-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-sin-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-sqrt" id="ref-for-dom-mlgraphbuilder-sqrt"><c- g>sqrt</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/sqrt(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-sqrt-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-sqrt-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-tan" id="ref-for-dom-mlgraphbuilder-tan"><c- g>tan</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑥⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/tan(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-tan-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-tan-input-input"></a></dfn>);
 };
 </pre>
    <div>
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦①">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑥⑨">MLOperand</a></code>. The input tensor.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦②">MLOperand</a></code>. The output tensor that contains the result of
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦⓪">MLOperand</a></code>. The output tensor that contains the result of
     element-wise unary operation of the input tensor. The shape of the output
     tensor is the same as the shape of input tensor.</p>
    </div>
@@ -3841,14 +3788,14 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
     </ul>
    </div>
    <details class="algorithm" data-algorithm="element-wise-unary-op" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="element-wise-unary-op" data-noexport id="mlgraphbuilder-element-wise-unary-op">create element-wise unary operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑦">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦③">MLOperand</a></code> <var>input</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑧">list</a> <var>allowedDataTypes</var>, run the following steps: </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="element-wise-unary-op" data-noexport id="mlgraphbuilder-element-wise-unary-op">create element-wise unary operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑦">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦①">MLOperand</a></code> <var>input</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑦">list</a> <var>allowedDataTypes</var>, run the following steps: </summary>
     <ol>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#assert" id="ref-for-assert③">Assert</a>: <var>op</var> is one of "abs", "ceil", "cos", "erf", "exp", "floor", "identity", "log", "neg", "reciprocal", "sin", "sqrt", "tan".</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨②">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑤">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>allowedDataTypes</var> is given and it does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain">contain</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨③">TypeError</a></code>.</p>
+      <p>If <var>allowedDataTypes</var> is given and it does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain">contain</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨②">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -3873,10 +3820,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-abs"><code>abs(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①"> create element-wise unary operation</a> given "abs", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑤">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8②">"int8"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①"> create element-wise unary operation</a> given "abs", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8①">"int8"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑤">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①④">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3886,10 +3833,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-ceil"><code>ceil(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op②"> create element-wise unary operation</a> given "ceil", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑥">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op②"> create element-wise unary operation</a> given "ceil", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑤">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑦">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑥">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3899,10 +3846,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-cos"><code>cos(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op③"> create element-wise unary operation</a> given "cos", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑦">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑤">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op③"> create element-wise unary operation</a> given "cos", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑥">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑤">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑨">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑧">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3912,10 +3859,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-erf"><code>erf(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op④"> create element-wise unary operation</a> given "erf", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑧">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑥">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op④"> create element-wise unary operation</a> given "erf", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑦">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑥">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②①">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⓪">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3925,10 +3872,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-exp"><code>exp(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑤"> create element-wise unary operation</a> given "exp", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑨">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑦">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑤"> create element-wise unary operation</a> given "exp", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑧">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑦">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②③">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②②">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3938,10 +3885,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-floor"><code>floor(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑥"> create element-wise unary operation</a> given "floor", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⓪">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑧">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑥"> create element-wise unary operation</a> given "floor", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑨">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑧">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑤">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②④">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3954,7 +3901,7 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑦"> create element-wise unary operation</a> given "identity" and <var>input</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑦">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑥">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3964,10 +3911,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-log"><code>log(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑧"> create element-wise unary operation</a> given "log", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①①">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑨">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑧"> create element-wise unary operation</a> given "log", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⓪">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑨">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑨">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑧">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3977,10 +3924,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-neg"><code>neg(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑨"> create element-wise unary operation</a> given "neg", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①②">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⓪">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32①">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8③">"int8"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑨"> create element-wise unary operation</a> given "neg", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①①">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⓪">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32①">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8②">"int8"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③①">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⓪">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3990,10 +3937,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-reciprocal"><code>reciprocal(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①⓪"> create element-wise unary operation</a> given "reciprocal", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①③">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①①">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①⓪"> create element-wise unary operation</a> given "reciprocal", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①②">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①①">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③③">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③②">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -4003,10 +3950,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-sin"><code>sin(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①①"> create element-wise unary operation</a> given "sin", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①④">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①②">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①①"> create element-wise unary operation</a> given "sin", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①③">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①②">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑤">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③④">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -4016,10 +3963,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-sqrt"><code>sqrt(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①②"> create element-wise unary operation</a> given "sqrt", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑤">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①③">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①②"> create element-wise unary operation</a> given "sqrt", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①④">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①③">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑦">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑥">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -4029,10 +3976,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-tan"><code>tan(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①③"> create element-wise unary operation</a> given "tan", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑥">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①④">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①③"> create element-wise unary operation</a> given "tan", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑤">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①④">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑨">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑧">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -4042,17 +3989,17 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
    <h4 class="heading settled" data-level="7.8.15" id="api-mlgraphbuilder-elu"><span class="secno">7.8.15. </span><span class="content">elu</span><a class="self-link" href="#api-mlgraphbuilder-elu"></a></h4>
     Calculate the <a href="https://en.wikipedia.org/wiki/Rectifier_(neural_networks)#ELU"> exponential linear unit function</a> (ELU) on the input tensor element-wise. The calculation follows the expression <code>max(0, x) + alpha * (exp(min(0, x)) - 1)</code>. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mleluoptions"><code><c- g>MLEluOptions</c-></code></dfn> {
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⓪"><c- b>float</c-></a> <a class="idl-code" data-default="1" data-link-type="dict-member" data-type="float " href="#dom-mleluoptions-alpha" id="ref-for-dom-mleluoptions-alpha"><c- g>alpha</c-></a> = 1;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float⑦"><c- b>float</c-></a> <a class="idl-code" data-default="1" data-link-type="dict-member" data-type="float " href="#dom-mleluoptions-alpha" id="ref-for-dom-mleluoptions-alpha"><c- g>alpha</c-></a> = 1;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder③②"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑦④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-elu" id="ref-for-dom-mlgraphbuilder-elu"><c- g>elu</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑦⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/elu(input, options), MLGraphBuilder/elu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-elu-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-elu-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mleluoptions" id="ref-for-dictdef-mleluoptions"><c- n>MLEluOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/elu(input, options), MLGraphBuilder/elu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-elu-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-elu-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑦②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-elu" id="ref-for-dom-mlgraphbuilder-elu"><c- g>elu</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑦③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/elu(input, options), MLGraphBuilder/elu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-elu-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-elu-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mleluoptions" id="ref-for-dictdef-mleluoptions"><c- n>MLEluOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/elu(input, options), MLGraphBuilder/elu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-elu-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-elu-input-options-options"></a></dfn> = {});
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation②①"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-elu-options" id="ref-for-dom-mlgraphbuilder-elu-options"><c- g>elu</c-></a>(<c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mleluoptions" id="ref-for-dictdef-mleluoptions①"><c- n>MLEluOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/elu(options), MLGraphBuilder/elu()" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-elu-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-elu-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mleluoptions" id="ref-for-dictdef-mleluoptions②">MLEluOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLEluOptions" data-dfn-type="dict-member" data-export id="dom-mleluoptions-alpha"><code>alpha</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①①">float</a>, defaulting to <code>1</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLEluOptions" data-dfn-type="dict-member" data-export id="dom-mleluoptions-alpha"><code>alpha</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float⑧">float</a>, defaulting to <code>1</code></span>
     <dd data-md>
      <p>A scalar multiplier.</p>
    </dl>
@@ -4074,23 +4021,23 @@ <h5 class="heading settled" data-level="7.8.15.1" id="api-mlgraphbuilder-elu-inp
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦⑥">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦④">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mleluoptions" id="ref-for-dictdef-mleluoptions③">MLEluOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦⑦">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦⑤">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="elu(input, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="elu(input, options)|elu(input)" id="dom-mlgraphbuilder-elu"><code>elu(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑧">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨④">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑥">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③②">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑦">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑤">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑤">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③②">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑥">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑤">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨④">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -4126,7 +4073,7 @@ <h5 class="heading settled" data-level="7.8.15.2" id="api-mlgraphbuilder-elu-opt
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="elu(options)|elu()" id="dom-mlgraphbuilder-elu-options"><code>elu(<var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation①">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑨">this</a>, "elu" and <var>options</var>.</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation①">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑦">this</a>, "elu" and <var>options</var>.</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -4134,39 +4081,39 @@ <h5 class="heading settled" data-level="7.8.15.2" id="api-mlgraphbuilder-elu-opt
    <h4 class="heading settled" data-level="7.8.16" id="api-mlgraphbuilder-expand"><span class="secno">7.8.16. </span><span class="content">expand</span><a class="self-link" href="#api-mlgraphbuilder-expand"></a></h4>
     Expand any dimension of size 1 of the input tensor to a larger size according to the new shape. The expansion is consistent with <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The input dimensions must have the size of 1 or match the sizes of the corresponding output dimensions according to the new shape. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder③③"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑦⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-expand" id="ref-for-dom-mlgraphbuilder-expand"><c- g>expand</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑦⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/expand(input, newShape)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-expand-input-newshape-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-expand-input-newshape-input"></a></dfn>, <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence①②"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange①④"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long②①"><c- b>unsigned</c-> <c- b>long</c-></a>> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/expand(input, newShape)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-expand-input-newshape-newshape"><code><c- g>newShape</c-></code><a class="self-link" href="#dom-mlgraphbuilder-expand-input-newshape-newshape"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑦⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-expand" id="ref-for-dom-mlgraphbuilder-expand"><c- g>expand</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑦⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/expand(input, newShape)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-expand-input-newshape-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-expand-input-newshape-input"></a></dfn>, <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence①②"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange①④"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long②①"><c- b>unsigned</c-> <c- b>long</c-></a>> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/expand(input, newShape)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-expand-input-newshape-newshape"><code><c- g>newShape</c-></code><a class="self-link" href="#dom-mlgraphbuilder-expand-input-newshape-newshape"></a></dfn>);
 };
 </pre>
    <div>
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧⓪">MLOperand</a></code>. An input tensor</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦⑧">MLOperand</a></code>. An input tensor</p>
      <li data-md>
       <p><em>newShape</em>: a sequence of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long②②">unsigned long</a></code>. The new shape the input tensor is expanded to.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧①">MLOperand</a></code>. The tensor with expanded size dimensions.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦⑨">MLOperand</a></code>. The tensor with expanded size dimensions.</p>
    </div>
    <details class="algorithm" data-algorithm="expand(input, newShape)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-expand"><code>expand(<var>input</var>, <var>newShape</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⓪">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑥">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑧">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>Let <var>outputDescriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑤">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>outputDescriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②④">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>outputDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①③">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③③">dataType</a>.</p>
+      <p>Set <var>outputDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①①">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③③">dataType</a>.</p>
      <li data-md>
-      <p>Set <var>outputDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑦">dimensions</a></code> to the result of <a data-link-type="dfn" href="#unidirectionally-broadcasting-the-shapes" id="ref-for-unidirectionally-broadcasting-the-shapes">unidirectionally broadcasting the shapes</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②④">shape</a> and <var>newShape</var>.</p>
+      <p>Set <var>outputDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑥">dimensions</a></code> to the result of <a data-link-type="dfn" href="#unidirectionally-broadcasting-the-shapes" id="ref-for-unidirectionally-broadcasting-the-shapes">unidirectionally broadcasting the shapes</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②④">shape</a> and <var>newShape</var>.</p>
       <ol>
        <li data-md>
-        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑦">TypeError</a></code>.</p>
+        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑥">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①①">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤①">this</a> and <var>outputDescriptor</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⓪">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑨">this</a> and <var>outputDescriptor</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators②①">operator</a> for the expand operation, given <var>input</var> and <var>newShape</var>.</p>
        <li data-md>
@@ -4187,8 +4134,8 @@ <h4 class="heading settled" data-level="7.8.17" id="api-mlgraphbuilder-gather"><
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder③④"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑧②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-gather" id="ref-for-dom-mlgraphbuilder-gather"><c- g>gather</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑧③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gather(input, indices, options), MLGraphBuilder/gather(input, indices)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gather-input-indices-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gather-input-indices-options-input"></a></dfn>,
-                   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑧④"><c- n>MLOperand</c-></a> <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/gather(input, indices, options), MLGraphBuilder/gather(input, indices)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gather-input-indices-options-indices"><code><c- g>indices</c-></code></dfn>,
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑧⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-gather" id="ref-for-dom-mlgraphbuilder-gather"><c- g>gather</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑧①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gather(input, indices, options), MLGraphBuilder/gather(input, indices)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gather-input-indices-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gather-input-indices-options-input"></a></dfn>,
+                   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑧②"><c- n>MLOperand</c-></a> <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/gather(input, indices, options), MLGraphBuilder/gather(input, indices)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gather-input-indices-options-indices"><code><c- g>indices</c-></code></dfn>,
                    <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlgatheroptions" id="ref-for-dictdef-mlgatheroptions"><c- n>MLGatherOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gather(input, indices, options), MLGraphBuilder/gather(input, indices)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gather-input-indices-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gather-input-indices-options-options"></a></dfn> = {});
 };
 </pre>
@@ -4202,22 +4149,22 @@ <h4 class="heading settled" data-level="7.8.17" id="api-mlgraphbuilder-gather"><
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧⑤">MLOperand</a></code>. The input N-D tensor from which the values are gathered.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧③">MLOperand</a></code>. The input N-D tensor from which the values are gathered.</p>
      <li data-md>
-      <p><em>indices</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧⑥">MLOperand</a></code>. The indices N-D tensor of the input values to gather. The values must be of type <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32">"uint32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64②">"int64"</a></code>, and must be in the range -N (inclusive) to N (exclusive) where N is the size of the input dimension indexed by <em>options.axis</em>, and a negative index means indexing from the end of the dimension.</p>
+      <p><em>indices</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧④">MLOperand</a></code>. The indices N-D tensor of the input values to gather. The values must be of type <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32">"uint32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64②">"int64"</a></code>, and must be in the range -N (inclusive) to N (exclusive) where N is the size of the input dimension indexed by <em>options.axis</em>, and a negative index means indexing from the end of the dimension.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlgatheroptions" id="ref-for-dictdef-mlgatheroptions②">MLGatherOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧⑦">MLOperand</a></code>. The output N-D tensor of <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②④">rank</a> equal to the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑤">rank</a> of <em>input</em> + the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑥">rank</a> of <em>indices</em> - 1.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧⑤">MLOperand</a></code>. The output N-D tensor of <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②④">rank</a> equal to the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑤">rank</a> of <em>input</em> + the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑥">rank</a> of <em>indices</em> - 1.</p>
    </div>
    <div class="note" role="note"> The <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gather-input-indices-options-indices" id="ref-for-dom-mlgraphbuilder-gather-input-indices-options-indices">indices</a></code> parameter to <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gather" id="ref-for-dom-mlgraphbuilder-gather①">gather()</a></code> can not be clamped to the allowed range when the graph is built because the inputs are not known until execution. Implementations can introduce <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-clamp-options" id="ref-for-dom-mlgraphbuilder-clamp-options②">clamp()</a></code> in the compiled graph if the required clamping behavior is not provided by the underlying platform. Similarly, if the underlying platform does not support negative indices, the implementation can introduce operations in the compiled graph to transform a negative index from the end of the dimension into a positive index. </div>
    <details class="algorithm" data-algorithm="gather(input, indices, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="gather(input, indices, options)|gather(input, indices)" id="dom-mlgraphbuilder-gather"><code>gather(<var>input</var>, <var>indices</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤②">this</a> and any of <var>input</var> and <var>indices</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑧">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⓪">this</a> and any of <var>input</var> and <var>indices</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>indices</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③④">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32①">"uint32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64③">"int64"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑨">TypeError</a></code>.</p>
+      <p>If <var>indices</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③④">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32①">"uint32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64③">"int64"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑧">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>shapeInput</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑤">shape</a> and <var>rankInput</var> be <var>shapeInput</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑦">rank</a>.</p>
      <li data-md>
@@ -4225,7 +4172,7 @@ <h4 class="heading settled" data-level="7.8.17" id="api-mlgraphbuilder-gather"><
      <li data-md>
       <p>Let <var>axis</var> be <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgatheroptions-axis" id="ref-for-dom-mlgatheroptions-axis①">axis</a></code>.</p>
      <li data-md>
-      <p>If <var>axis</var> is greater than or equal to <var>rankInput</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⓪">TypeError</a></code>.</p>
+      <p>If <var>axis</var> is greater than or equal to <var>rankInput</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑨">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>dimCount</var> be zero.</p>
      <li data-md>
@@ -4233,7 +4180,7 @@ <h4 class="heading settled" data-level="7.8.17" id="api-mlgraphbuilder-gather"><
      <li data-md>
       <p>Let <var>shapeOutput</var> be an empty list.</p>
      <li data-md>
-      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑥">For each</a> <var>size</var> of <var>shapeInput</var>:</p>
+      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑤">For each</a> <var>size</var> of <var>shapeInput</var>:</p>
       <ol>
        <li data-md>
         <p>If <var>dimCount</var> is equal to <var>axis</var> then <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#iteration-break" id="ref-for-iteration-break">break</a>.</p>
@@ -4247,7 +4194,7 @@ <h4 class="heading settled" data-level="7.8.17" id="api-mlgraphbuilder-gather"><
      <li data-md>
       <p>Let <var>dimCount</var> be zero.</p>
      <li data-md>
-      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑦">For each</a> <var>size</var> of <var>shapeIndices</var>:</p>
+      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑥">For each</a> <var>size</var> of <var>shapeIndices</var>:</p>
       <ol>
        <li data-md>
         <p>Set <var>shapeOutput</var>[<var>rankOutput</var> + <var>dimCount</var>] to <var>size</var>.</p>
@@ -4259,7 +4206,7 @@ <h4 class="heading settled" data-level="7.8.17" id="api-mlgraphbuilder-gather"><
      <li data-md>
       <p>Let <var>dimCount</var> be zero.</p>
      <li data-md>
-      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑧">For each</a> <var>size</var> of <var>shapeInput</var>:</p>
+      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑦">For each</a> <var>size</var> of <var>shapeInput</var>:</p>
       <ol>
        <li data-md>
         <p>If <var>dimCount</var> is less than or equal to <var>axis</var> then <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#iteration-continue" id="ref-for-iteration-continue">continue</a>.</p>
@@ -4269,16 +4216,16 @@ <h4 class="heading settled" data-level="7.8.17" id="api-mlgraphbuilder-gather"><
         <p>Increment <var>dimCount</var> by one.</p>
       </ol>
      <li data-md>
-      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑥">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑤">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑧">dimensions</a></code> to <var>shapeOutput</var>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑦">dimensions</a></code> to <var>shapeOutput</var>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①④">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑤">dataType</a>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①②">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑤">dataType</a>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①②">creating an MLOperand</a> given <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①①">creating an MLOperand</a> given <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators②②">operator</a> for the Gather operation, given <var>input</var>, <var>indices</var>, and <var>options</var>.</p>
        <li data-md>
@@ -4347,7 +4294,7 @@ <h4 class="heading settled" data-level="7.8.17" id="api-mlgraphbuilder-gather"><
    <h4 class="heading settled" data-level="7.8.18" id="api-mlgraphbuilder-gelu-method"><span class="secno">7.8.18. </span><span class="content">gelu</span><a class="self-link" href="#api-mlgraphbuilder-gelu-method"></a></h4>
     Compute the <a href="https://en.wikipedia.org/wiki/Rectifier_(neural_networks)#Gaussian-error_linear_unit_(GELU)">gaussian error linear unit function</a> (GELU) of the input tensor. The calculation follows the expression <code>0.5 * x * (1 + erf(x / sqrt(2)))</code>. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder③⑤"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑧⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-gelu" id="ref-for-dom-mlgraphbuilder-gelu"><c- g>gelu</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑧⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gelu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gelu-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gelu-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑧⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-gelu" id="ref-for-dom-mlgraphbuilder-gelu"><c- g>gelu</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑧⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gelu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gelu-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gelu-input-input"></a></dfn>);
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation②③"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#gelu-noargs" id="ref-for-gelu-noargs"><c- g>gelu</c-></a>();
 };
 </pre>
@@ -4370,21 +4317,21 @@ <h5 class="heading settled" data-level="7.8.18.1" id="api-mlgraphbuilder-gelu-in
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑨⓪">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧⑧">MLOperand</a></code>. The input tensor.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑨①">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧⑨">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="gelu(input)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-gelu"><code>gelu(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤③">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪①">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤①">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑥">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑧">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑥">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪②">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑥">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑦">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑥">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪①">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -4420,7 +4367,7 @@ <h5 class="heading settled" data-level="7.8.18.2" id="api-mlgraphbuilder-gelu"><
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="gelu-noargs"><code>gelu()</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation②">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤④">this</a> and "gelu".</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation②">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤②">this</a> and "gelu".</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -4428,26 +4375,26 @@ <h5 class="heading settled" data-level="7.8.18.2" id="api-mlgraphbuilder-gelu"><
    <h4 class="heading settled" data-level="7.8.19" id="api-mlgraphbuilder-gemm"><span class="secno">7.8.19. </span><span class="content">gemm</span><a class="self-link" href="#api-mlgraphbuilder-gemm"></a></h4>
     Calculate the <a href="https://en.wikipedia.org/wiki/Basic_Linear_Algebra_Subprograms#Level_3">general matrix multiplication of the Basic Linear Algebra Subprograms</a>. The calculation follows the expression <code>alpha * A * B + beta * C</code>, where <code>A</code> is a 2-D tensor with shape [M, K] or [K, M], <code>B</code> is a 2-D tensor with shape [K, N] or [N, K], and <code>C</code> is <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable">unidirectionally broadcastable</a> to the shape [M, N]. <code>A</code> and <code>B</code> may optionally be transposed prior to the calculation. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mlgemmoptions"><code><c- g>MLGemmOptions</c-></code></dfn> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgemmoptions-c" id="ref-for-dom-mlgemmoptions-c"><c- g>c</c-></a>;
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①②"><c- b>float</c-></a> <a class="idl-code" data-default="1.0" data-link-type="dict-member" data-type="float " href="#dom-mlgemmoptions-alpha" id="ref-for-dom-mlgemmoptions-alpha"><c- g>alpha</c-></a> = 1.0;
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①③"><c- b>float</c-></a> <a class="idl-code" data-default="1.0" data-link-type="dict-member" data-type="float " href="#dom-mlgemmoptions-beta" id="ref-for-dom-mlgemmoptions-beta"><c- g>beta</c-></a> = 1.0;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgemmoptions-c" id="ref-for-dom-mlgemmoptions-c"><c- g>c</c-></a>;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float⑨"><c- b>float</c-></a> <a class="idl-code" data-default="1.0" data-link-type="dict-member" data-type="float " href="#dom-mlgemmoptions-alpha" id="ref-for-dom-mlgemmoptions-alpha"><c- g>alpha</c-></a> = 1.0;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⓪"><c- b>float</c-></a> <a class="idl-code" data-default="1.0" data-link-type="dict-member" data-type="float " href="#dom-mlgemmoptions-beta" id="ref-for-dom-mlgemmoptions-beta"><c- g>beta</c-></a> = 1.0;
   <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-boolean" id="ref-for-idl-boolean⑥"><c- b>boolean</c-></a> <a class="idl-code" data-default="false" data-link-type="dict-member" data-type="boolean " href="#dom-mlgemmoptions-atranspose" id="ref-for-dom-mlgemmoptions-atranspose"><c- g>aTranspose</c-></a> = <c- b>false</c->;
   <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-boolean" id="ref-for-idl-boolean⑦"><c- b>boolean</c-></a> <a class="idl-code" data-default="false" data-link-type="dict-member" data-type="boolean " href="#dom-mlgemmoptions-btranspose" id="ref-for-dom-mlgemmoptions-btranspose"><c- g>bTranspose</c-></a> = <c- b>false</c->;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder③⑥"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-gemm" id="ref-for-dom-mlgraphbuilder-gemm①"><c- g>gemm</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gemm(a, b, options), MLGraphBuilder/gemm(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gemm-a-b-options-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gemm-a-b-options-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gemm(a, b, options), MLGraphBuilder/gemm(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gemm-a-b-options-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gemm-a-b-options-b"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlgemmoptions" id="ref-for-dictdef-mlgemmoptions"><c- n>MLGemmOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gemm(a, b, options), MLGraphBuilder/gemm(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gemm-a-b-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gemm-a-b-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-gemm" id="ref-for-dom-mlgraphbuilder-gemm①"><c- g>gemm</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gemm(a, b, options), MLGraphBuilder/gemm(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gemm-a-b-options-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gemm-a-b-options-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gemm(a, b, options), MLGraphBuilder/gemm(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gemm-a-b-options-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gemm-a-b-options-b"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlgemmoptions" id="ref-for-dictdef-mlgemmoptions"><c- n>MLGemmOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gemm(a, b, options), MLGraphBuilder/gemm(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gemm-a-b-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gemm-a-b-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlgemmoptions" id="ref-for-dictdef-mlgemmoptions①">MLGemmOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGemmOptions" data-dfn-type="dict-member" data-export id="dom-mlgemmoptions-c"><code>c</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨⑥">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGemmOptions" data-dfn-type="dict-member" data-export id="dom-mlgemmoptions-c"><code>c</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨④">MLOperand</a></span>
     <dd data-md>
      <p>The third input tensor. It is either a scalar, or of the shape that is <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable①">unidirectionally broadcastable</a> to the shape [M, N]. When it is not specified, the computation is done as if <em>c</em> is a scalar 0.0.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGemmOptions" data-dfn-type="dict-member" data-export id="dom-mlgemmoptions-alpha"><code>alpha</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①④">float</a>, defaulting to <code>1.0</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGemmOptions" data-dfn-type="dict-member" data-export id="dom-mlgemmoptions-alpha"><code>alpha</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①①">float</a>, defaulting to <code>1.0</code></span>
     <dd data-md>
      <p>A multiplier for the first input.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGemmOptions" data-dfn-type="dict-member" data-export id="dom-mlgemmoptions-beta"><code>beta</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⑤">float</a>, defaulting to <code>1.0</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGemmOptions" data-dfn-type="dict-member" data-export id="dom-mlgemmoptions-beta"><code>beta</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①②">float</a>, defaulting to <code>1.0</code></span>
     <dd data-md>
      <p>A multiplier for the third input <code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-c" id="ref-for-dom-mlgemmoptions-c①">c</a></code>.</p>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGemmOptions" data-dfn-type="dict-member" data-export id="dom-mlgemmoptions-atranspose"><code>aTranspose</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-boolean" id="ref-for-idl-boolean⑧">boolean</a>, defaulting to <code>false</code></span>
@@ -4461,25 +4408,25 @@ <h4 class="heading settled" data-level="7.8.19" id="api-mlgraphbuilder-gemm"><sp
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>a</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑨⑦">MLOperand</a></code>. The first input 2-D tensor with shape [M, K] if <em>aTranspose</em> is false, or [K, M] if <em>aTranspose</em> is true.</p>
+      <p><em>a</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑨⑤">MLOperand</a></code>. The first input 2-D tensor with shape [M, K] if <em>aTranspose</em> is false, or [K, M] if <em>aTranspose</em> is true.</p>
      <li data-md>
-      <p><em>b</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑨⑧">MLOperand</a></code>. The second input 2-D tensor with shape [K, N] if <em>bTranspose</em> is false, or [N, K] if <em>bTranspose</em> is true.</p>
+      <p><em>b</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑨⑥">MLOperand</a></code>. The second input 2-D tensor with shape [K, N] if <em>bTranspose</em> is false, or [N, K] if <em>bTranspose</em> is true.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlgemmoptions" id="ref-for-dictdef-mlgemmoptions②">MLGemmOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑨⑨">MLOperand</a></code>. The output 2-D tensor of shape [M, N] that contains the calculated product of all the inputs.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑨⑦">MLOperand</a></code>. The output 2-D tensor of shape [M, N] that contains the calculated product of all the inputs.</p>
    </div>
    <details class="algorithm" data-algorithm="gemm(a, b, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="gemm(a, b, options)|gemm(a, b)" id="dom-mlgraphbuilder-gemm"><code>gemm(<var>a</var>, <var>b</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑤">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪③">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤③">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑦">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑨">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑦">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪④">TypeError</a></code>.</p>
+      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑦">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑧">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑦">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑧">dataType</a> is not equal to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑤">TypeError</a></code>.</p>
+      <p>If <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑧">dataType</a> is not equal to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑧">rank</a> is not 2 or <var>b</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑨">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑥">TypeError</a></code>.</p>
+      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑧">rank</a> is not 2 or <var>b</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑨">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑤">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>shapeA</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone①">clone</a> of <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑦">shape</a>.</p>
      <li data-md>
@@ -4489,26 +4436,26 @@ <h4 class="heading settled" data-level="7.8.19" id="api-mlgraphbuilder-gemm"><sp
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-btranspose" id="ref-for-dom-mlgemmoptions-btranspose①">bTranspose</a></code> is true, then reverse the order of the items in <var>shapeB</var>.</p>
      <li data-md>
-      <p>If <var>shapeA</var>[1] is not equal to <var>shapeB</var>[0], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑦">TypeError</a></code>.</p>
+      <p>If <var>shapeA</var>[1] is not equal to <var>shapeB</var>[0], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑥">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-c" id="ref-for-dom-mlgemmoptions-c②">c</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑦">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If it is not <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable②">unidirectionally broadcastable</a> to the shape « <var>shapeA</var>[0], <var>shapeB</var>[1] », then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑧">TypeError</a></code>.</p>
+        <p>If it is not <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable②">unidirectionally broadcastable</a> to the shape « <var>shapeA</var>[0], <var>shapeB</var>[1] », then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑦">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⓪">dataType</a> is not equal to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⓪">dataType</a> is not equal to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑧">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑦">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑥">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑨">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑨">list</a> « <var>shapeA</var>[0], <var>shapeB</var>[1] ».</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑧">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑧">list</a> « <var>shapeA</var>[0], <var>shapeB</var>[1] ».</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑤">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④②">dataType</a>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①③">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④②">dataType</a>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①③">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑥">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①②">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤④">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators②④">operator</a> for the GEMM operation, given <var>options</var>.</p>
        <li data-md>
@@ -4552,9 +4499,9 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
 };
 
 <c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mlgruoptions"><code><c- g>MLGruOptions</c-></code></dfn> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias"><c- g>bias</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias"><c- g>recurrentBias</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate"><c- g>initialHiddenState</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias"><c- g>bias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias"><c- g>recurrentBias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate"><c- g>initialHiddenState</c-></a>;
   <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-boolean" id="ref-for-idl-boolean①⓪"><c- b>boolean</c-></a> <a class="idl-code" data-default="true" data-link-type="dict-member" data-type="boolean " href="#dom-mlgruoptions-resetafter" id="ref-for-dom-mlgruoptions-resetafter"><c- g>resetAfter</c-></a> = <c- b>true</c->;
   <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-boolean" id="ref-for-idl-boolean①①"><c- b>boolean</c-></a> <a class="idl-code" data-default="false" data-link-type="dict-member" data-type="boolean " href="#dom-mlgruoptions-returnsequence" id="ref-for-dom-mlgruoptions-returnsequence"><c- g>returnSequence</c-></a> = <c- b>false</c->;
   <a data-link-type="idl-name" href="#enumdef-mlrecurrentnetworkdirection" id="ref-for-enumdef-mlrecurrentnetworkdirection"><c- n>MLRecurrentNetworkDirection</c-></a> <a class="idl-code" data-default="&quot;forward&quot;" data-link-type="dict-member" data-type="MLRecurrentNetworkDirection " href="#dom-mlgruoptions-direction" id="ref-for-dom-mlgruoptions-direction"><c- g>direction</c-></a> = "forward";
@@ -4563,9 +4510,9 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder③⑦"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence①④"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪③"><c- n>MLOperand</c-></a>> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-gru" id="ref-for-dom-mlgraphbuilder-gru"><c- g>gru</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input"></a></dfn>,
-                          <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight"><code><c- g>weight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight"></a></dfn>,
-                          <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"><code><c- g>recurrentWeight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"></a></dfn>,
+  <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence①④"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪①"><c- n>MLOperand</c-></a>> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-gru" id="ref-for-dom-mlgraphbuilder-gru"><c- g>gru</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input"></a></dfn>,
+                          <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight"><code><c- g>weight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight"></a></dfn>,
+                          <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"><code><c- g>recurrentWeight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"></a></dfn>,
                           [<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange①⑥"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long②⑤"><c- b>unsigned</c-> <c- b>long</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-steps"><code><c- g>steps</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-steps"></a></dfn>,
                           [<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange①⑦"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long②⑥"><c- b>unsigned</c-> <c- b>long</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-hiddensize"><code><c- g>hiddenSize</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-hiddensize"></a></dfn>,
                           <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlgruoptions" id="ref-for-dictdef-mlgruoptions"><c- n>MLGruOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/gru(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-options"></a></dfn> = {});
@@ -4573,13 +4520,13 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlgruoptions" id="ref-for-dictdef-mlgruoptions①">MLGruOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruOptions" data-dfn-type="dict-member" data-export id="dom-mlgruoptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪⑦">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruOptions" data-dfn-type="dict-member" data-export id="dom-mlgruoptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪⑤">MLOperand</a></span>
     <dd data-md>
      <p>The 2-D input bias tensor of shape <em>[numDirections, 3 * hiddenSize]</em>. The ordering of the bias vectors in the second dimension of the tensor shape is specified according to the <code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-layout" id="ref-for-dom-mlgruoptions-layout①">layout</a></code> argument.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruOptions" data-dfn-type="dict-member" data-export id="dom-mlgruoptions-recurrentbias"><code>recurrentBias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪⑧">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruOptions" data-dfn-type="dict-member" data-export id="dom-mlgruoptions-recurrentbias"><code>recurrentBias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪⑥">MLOperand</a></span>
     <dd data-md>
      <p>The 2-D recurrent bias tensor of shape <em>[numDirections, 3 * hiddenSize]</em>. The ordering of the bias vectors in the second dimension of the tensor shape is specified according to the <code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-layout" id="ref-for-dom-mlgruoptions-layout②">layout</a></code> argument.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruOptions" data-dfn-type="dict-member" data-export id="dom-mlgruoptions-initialhiddenstate"><code>initialHiddenState</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪⑨">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruOptions" data-dfn-type="dict-member" data-export id="dom-mlgruoptions-initialhiddenstate"><code>initialHiddenState</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⓪⑦">MLOperand</a></span>
     <dd data-md>
      <p>The 3-D initial hidden state tensor of shape <em>[numDirections, batchSize, hiddenSize]</em>.
 When not specified, implementations SHOULD use a tensor filled with zero.</p>
@@ -4603,11 +4550,11 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②①⓪">MLOperand</a></code>. The input 3-D tensor of shape [steps, batchSize, inputSize].</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⓪⑧">MLOperand</a></code>. The input 3-D tensor of shape [steps, batchSize, inputSize].</p>
      <li data-md>
-      <p><em>weight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②①①">MLOperand</a></code>. The 3-D input weight tensor of shape [numDirections, 3 * hiddenSize, inputSize]. The ordering of the weight vectors in the second dimension of the tensor shape is specified according to the <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-layout" id="ref-for-dom-mlgruoptions-layout③">layout</a></code> argument.</p>
+      <p><em>weight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⓪⑨">MLOperand</a></code>. The 3-D input weight tensor of shape [numDirections, 3 * hiddenSize, inputSize]. The ordering of the weight vectors in the second dimension of the tensor shape is specified according to the <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-layout" id="ref-for-dom-mlgruoptions-layout③">layout</a></code> argument.</p>
      <li data-md>
-      <p><em>recurrentWeight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②①②">MLOperand</a></code>. The 3-D recurrent weight tensor of shape [numDirections, 3 * hiddenSize, hiddenSize]. The ordering of the weight vectors in the second dimension of the tensor shape is specified according to the <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-layout" id="ref-for-dom-mlgruoptions-layout④">layout</a></code> argument.</p>
+      <p><em>recurrentWeight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②①⓪">MLOperand</a></code>. The 3-D recurrent weight tensor of shape [numDirections, 3 * hiddenSize, hiddenSize]. The ordering of the weight vectors in the second dimension of the tensor shape is specified according to the <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-layout" id="ref-for-dom-mlgruoptions-layout④">layout</a></code> argument.</p>
      <li data-md>
       <p><em>steps</em>: an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long②⑦">unsigned long</a></code> scalar. The number of time steps in the recurrent network. The value must be greater than 0.</p>
      <li data-md>
@@ -4615,49 +4562,49 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlgruoptions" id="ref-for-dictdef-mlgruoptions②">MLGruOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> a sequence of <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②①③">MLOperand</a></code>. The first element of the sequence is a 3-D tensor of shape [numDirections, batchSize, hiddenSize], the cell output from the last time step of the network. Additionally, if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-returnsequence" id="ref-for-dom-mlgruoptions-returnsequence①">returnSequence</a></code> is set to true, the second element is the 4-D output tensor of shape [steps, numDirections, batchSize, hiddenSize] containing every cell outputs from each time step in the temporal sequence.</p>
+    <p><strong>Returns:</strong> a sequence of <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②①①">MLOperand</a></code>. The first element of the sequence is a 3-D tensor of shape [numDirections, batchSize, hiddenSize], the cell output from the last time step of the network. Additionally, if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-returnsequence" id="ref-for-dom-mlgruoptions-returnsequence①">returnSequence</a></code> is set to true, the second element is the 4-D output tensor of shape [steps, numDirections, batchSize, hiddenSize] containing every cell outputs from each time step in the temporal sequence.</p>
    </div>
    <details class="algorithm" data-algorithm="gru(input, weight, recurrentWeight, steps, hiddenSize, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="gru(input, weight, recurrentWeight, steps, hiddenSize, options)|gru(input, weight, recurrentWeight, steps, hiddenSize)" id="dom-mlgraphbuilder-gru"><code>gru(<var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>steps</var>, <var>hiddenSize</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑦">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑨">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⓪">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate①">initialHiddenState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④①">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⓪">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑤">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑨">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⓪">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate①">initialHiddenState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④①">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④②">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation③">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑧">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item③">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①①">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④②">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation③">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑥">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item③">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⓪">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑧">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①②">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑨">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑧">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⓪">rank</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①③">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⓪">rank</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④④">dataType</a> of either <var>weight</var> or <var>recurrentWeight</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①④">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④④">dataType</a> of either <var>weight</var> or <var>recurrentWeight</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①③">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④③">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑤">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①④">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑨">shape</a>[1] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑨">shape</a>[1] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑤">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias②">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④④">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑥">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⓪">shape</a>[1] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑧">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⓪">shape</a>[1] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑦">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate②">initialHiddenState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑤">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑧">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③①">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③①">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑨">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑥">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑥">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②①">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑥">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑥">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>steps</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③①">shape</a>[0], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②②">TypeError</a></code>.</p>
+      <p>If <var>steps</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③①">shape</a>[0], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②①">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>batchSize</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③②">shape</a>[1].</p>
      <li data-md>
@@ -4666,32 +4613,32 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations③">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑦">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>Let <var>gateDescriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑧">MLOperandDescriptor</a></code>.</p>
+        <p>Let <var>gateDescriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑦">MLOperandDescriptor</a></code>.</p>
        <li data-md>
-        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⓪">dimensions</a></code> to « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑨">dimensions</a></code> to « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
        <li data-md>
-        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑥">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤②">dataType</a>.</p>
+        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①④">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤②">dataType</a>.</p>
        <li data-md>
-        <p>If running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps④">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item④">item</a> in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations④">activations</a></code> with <var>gateDescriptor</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②③">TypeError</a></code>.</p>
+        <p>If running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps④">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item④">item</a> in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations④">activations</a></code> with <var>gateDescriptor</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②②">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Calculate the output shape:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>desc0</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑨">MLOperandDescriptor</a></code>.</p>
+        <p>Let <var>desc0</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑧">MLOperandDescriptor</a></code>.</p>
        <li data-md>
-        <p>Set <var>desc0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②①">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⓪">list</a> « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+        <p>Set <var>desc0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⓪">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑨">list</a> « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
        <li data-md>
-        <p>Set <var>desc0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑦">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤③">dataType</a>.</p>
+        <p>Set <var>desc0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑤">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤③">dataType</a>.</p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-returnsequence" id="ref-for-dom-mlgruoptions-returnsequence②">returnSequence</a></code> is true:</p>
         <ol>
          <li data-md>
-          <p>Let <var>desc1</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⓪">MLOperandDescriptor</a></code>.</p>
+          <p>Let <var>desc1</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑨">MLOperandDescriptor</a></code>.</p>
          <li data-md>
-          <p>Set <var>desc1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑧">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤④">dataType</a>.</p>
+          <p>Set <var>desc1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑥">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤④">dataType</a>.</p>
          <li data-md>
-          <p>Set <var>desc1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②②">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②①">list</a> « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+          <p>Set <var>desc1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②①">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⓪">list</a> « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
         </ol>
       </ol>
      <li data-md>
@@ -4700,14 +4647,14 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators②⑤">operator</a> for "gru", given <var>weight</var>, <var>recurrentWeight</var>, <var>steps</var>, <var>hiddenSize</var> and <var>options</var> as parameters.</p>
        <li data-md>
-        <p>Let <var>output0</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①④">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑨">this</a> and <var>desc0</var>.</p>
+        <p>Let <var>output0</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①③">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑦">this</a> and <var>desc0</var>.</p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-returnsequence" id="ref-for-dom-mlgruoptions-returnsequence③">returnSequence</a></code> is true:</p>
         <ol>
          <li data-md>
-          <p>Let <var>output1</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑤">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⓪">this</a> and <var>desc1</var>.</p>
+          <p>Let <var>output1</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①④">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑧">this</a> and <var>desc1</var>.</p>
          <li data-md>
-          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②②">list</a> « <var>output0</var>, <var>output1</var> ».</p>
+          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②①">list</a> « <var>output0</var>, <var>output1</var> ».</p>
          <li data-md>
           <p>Set <var>output0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot①⑦">[[operator]]</a></code> and <var>output1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot①⑧">[[operator]]</a></code> to <var>operator</var>.</p>
         </ol>
@@ -4715,7 +4662,7 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
         <p>Otherwise:</p>
         <ol>
          <li data-md>
-          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②③">list</a> « <var>output0</var> ».</p>
+          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②②">list</a> « <var>output0</var> ».</p>
          <li data-md>
           <p>Set <var>output0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot①⑨">[[operator]]</a></code> to <var>operator</var>.</p>
         </ol>
@@ -4804,28 +4751,28 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
    <h4 class="heading settled" data-level="7.8.21" id="api-mlgraphbuilder-grucell"><span class="secno">7.8.21. </span><span class="content">gruCell</span><a class="self-link" href="#api-mlgraphbuilder-grucell"></a></h4>
     A single time step of the Gated Recurrent Unit <a data-link-type="biblio" href="#biblio-gru" title="Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation">[GRU]</a> recurrent network using an update gate and a reset gate to compute the hidden state that rolls into the output across the temporal sequence of a recurrent network. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mlgrucelloptions"><code><c- g>MLGruCellOptions</c-></code></dfn> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias"><c- g>bias</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias"><c- g>recurrentBias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias"><c- g>bias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias"><c- g>recurrentBias</c-></a>;
   <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-boolean" id="ref-for-idl-boolean①④"><c- b>boolean</c-></a> <a class="idl-code" data-default="true" data-link-type="dict-member" data-type="boolean " href="#dom-mlgrucelloptions-resetafter" id="ref-for-dom-mlgrucelloptions-resetafter"><c- g>resetAfter</c-></a> = <c- b>true</c->;
   <a data-link-type="idl-name" href="#enumdef-mlgruweightlayout" id="ref-for-enumdef-mlgruweightlayout②"><c- n>MLGruWeightLayout</c-></a> <a class="idl-code" data-default="&quot;zrn&quot;" data-link-type="dict-member" data-type="MLGruWeightLayout " href="#dom-mlgrucelloptions-layout" id="ref-for-dom-mlgrucelloptions-layout"><c- g>layout</c-></a> = "zrn";
   <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence①⑤"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation②⑦"><c- n>MLActivation</c-></a>> <a class="idl-code" data-link-type="dict-member" data-type="sequence<MLActivation> " href="#dom-mlgrucelloptions-activations" id="ref-for-dom-mlgrucelloptions-activations"><c- g>activations</c-></a>;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder③⑧"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-grucell" id="ref-for-dom-mlgraphbuilder-grucell"><c- g>gruCell</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options), MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input"></a></dfn>,
-                    <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options), MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight"><code><c- g>weight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight"></a></dfn>,
-                    <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options), MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight"><code><c- g>recurrentWeight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight"></a></dfn>,
-                    <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②②⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options), MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddenstate"><code><c- g>hiddenState</c-></code><a class="self-link" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddenstate"></a></dfn>,
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-grucell" id="ref-for-dom-mlgraphbuilder-grucell"><c- g>gruCell</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options), MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input"></a></dfn>,
+                    <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options), MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight"><code><c- g>weight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight"></a></dfn>,
+                    <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options), MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight"><code><c- g>recurrentWeight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight"></a></dfn>,
+                    <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options), MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddenstate"><code><c- g>hiddenState</c-></code><a class="self-link" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddenstate"></a></dfn>,
                     [<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange①⑧"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long②⑨"><c- b>unsigned</c-> <c- b>long</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options), MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddensize"><code><c- g>hiddenSize</c-></code><a class="self-link" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddensize"></a></dfn>,
                     <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlgrucelloptions" id="ref-for-dictdef-mlgrucelloptions"><c- n>MLGruCellOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options), MLGraphBuilder/gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlgrucelloptions" id="ref-for-dictdef-mlgrucelloptions①">MLGruCellOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruCellOptions" data-dfn-type="dict-member" data-export id="dom-mlgrucelloptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②②①">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruCellOptions" data-dfn-type="dict-member" data-export id="dom-mlgrucelloptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②①⑨">MLOperand</a></span>
     <dd data-md>
      <p>The 1-D input bias tensor of shape [3 * hiddenSize]. The ordering of the bias vectors in the second dimension of the tensor shape is specified according to the <code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-layout" id="ref-for-dom-mlgruoptions-layout⑤">layout</a></code> argument.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruCellOptions" data-dfn-type="dict-member" data-export id="dom-mlgrucelloptions-recurrentbias"><code>recurrentBias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②②②">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruCellOptions" data-dfn-type="dict-member" data-export id="dom-mlgrucelloptions-recurrentbias"><code>recurrentBias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②②⓪">MLOperand</a></span>
     <dd data-md>
      <p>The 1-D recurrent bias tensor of shape [3 * hiddenSize]. The ordering of the bias vectors in the second dimension of the tensor shape is specified according to the <code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-layout" id="ref-for-dom-mlgruoptions-layout⑥">layout</a></code> argument.</p>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruCellOptions" data-dfn-type="dict-member" data-export id="dom-mlgrucelloptions-resetafter"><code>resetAfter</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-boolean" id="ref-for-idl-boolean①⑤">boolean</a>, defaulting to <code>true</code></span>
@@ -4842,68 +4789,68 @@ <h4 class="heading settled" data-level="7.8.21" id="api-mlgraphbuilder-grucell">
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②③">MLOperand</a></code>. The input 2-D tensor of shape [batchSize, inputSize].</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②①">MLOperand</a></code>. The input 2-D tensor of shape [batchSize, inputSize].</p>
      <li data-md>
-      <p><em>weight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②④">MLOperand</a></code>. The 2-D input weight tensor of shape [3 * hiddenSize, inputSize]. The ordering of the weight vectors in the first dimension of the tensor shape is specified according to the <em>options.layout</em> argument.</p>
+      <p><em>weight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②②">MLOperand</a></code>. The 2-D input weight tensor of shape [3 * hiddenSize, inputSize]. The ordering of the weight vectors in the first dimension of the tensor shape is specified according to the <em>options.layout</em> argument.</p>
      <li data-md>
-      <p><em>recurrentWeight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②⑤">MLOperand</a></code>. The 2-D recurrent weight tensor of shape [3 * hiddenSize, hiddenSize]. The ordering of the weight vectors in the first dimension of the tensor shape is specified according to the <em>options.layout</em> argument.</p>
+      <p><em>recurrentWeight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②③">MLOperand</a></code>. The 2-D recurrent weight tensor of shape [3 * hiddenSize, hiddenSize]. The ordering of the weight vectors in the first dimension of the tensor shape is specified according to the <em>options.layout</em> argument.</p>
      <li data-md>
-      <p><em>hiddenState</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②⑥">MLOperand</a></code>. The 2-D input hidden state tensor of shape [batchSize, hiddenSize].</p>
+      <p><em>hiddenState</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②④">MLOperand</a></code>. The 2-D input hidden state tensor of shape [batchSize, hiddenSize].</p>
      <li data-md>
       <p><em>hiddenSize</em>: an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long③⓪">unsigned long</a></code> scalar. The value of the second dimension of the output tensor shape. It indicates the number of features in the hidden state.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlgrucelloptions" id="ref-for-dictdef-mlgrucelloptions②">MLGruCellOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②⑦">MLOperand</a></code>. The 2-D tensor of shape [batchSize, hiddenSize], the cell output hidden state of a single time step of the recurrent network.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②⑤">MLOperand</a></code>. The 2-D tensor of shape [batchSize, hiddenSize], the cell output hidden state of a single time step of the recurrent network.</p>
    </div>
    <details class="algorithm" data-algorithm="gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options)|gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" id="dom-mlgraphbuilder-grucell"><code>gruCell(<var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>hiddenSize</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥①">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤②">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤③">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②④">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑨">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤②">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤③">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-activations" id="ref-for-dom-mlgrucelloptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤④">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation④">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥②">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑥">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑤">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-activations" id="ref-for-dom-mlgrucelloptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤④">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation④">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⓪">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑥">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②①">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑨">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑥">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⓪">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑨">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③②">rank</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var> or <var>hiddenState</var> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑦">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③②">rank</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var> or <var>hiddenState</var> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑥">dataType</a> of any of <var>weight</var>, <var>recurrentWeight</var>, or <var>hiddenState</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑧">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑥">dataType</a> of any of <var>weight</var>, <var>recurrentWeight</var>, or <var>hiddenState</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>weight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③③">shape</a>[0] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑨">TypeError</a></code>.</p>
+      <p>If <var>weight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③③">shape</a>[0] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>recurrentWeight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③④">shape</a>[0] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⓪">TypeError</a></code>.</p>
+      <p>If <var>recurrentWeight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③④">shape</a>[0] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑨">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑤">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⓪">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③③">rank</a> is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③③">rank</a> is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③①">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias④">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑥">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③②">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③④">rank</a> is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③④">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③④">rank</a> is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③③">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations⑥">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑦">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑦">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑤">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations⑥">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑦">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑦">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③④">TypeError</a></code>.</p>
      <li data-md>
-      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③①">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⓪">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②③">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②④">list</a> « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑤">shape</a>[0], <var>hiddenSize</var> ».</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②②">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②③">list</a> « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑤">shape</a>[0], <var>hiddenSize</var> ».</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑨">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥②">dataType</a>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑦">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥②">dataType</a>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-activations" id="ref-for-dom-mlgrucelloptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑧">exists</a>, and running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑤">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑦">item</a> in it with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑥">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-activations" id="ref-for-dom-mlgrucelloptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑧">exists</a>, and running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑤">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑦">item</a> in it with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑤">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑥">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥③">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑤">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥①">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators②⑥">operator</a> for "gruCell", given <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>hiddenSize</var> and <var>options</var> as parameters.</p>
        <li data-md>
@@ -5023,12 +4970,12 @@ <h4 class="heading settled" data-level="7.8.21" id="api-mlgraphbuilder-grucell">
    <h4 class="heading settled" data-level="7.8.22" id="api-mlgraphbuilder-hard-sigmoid"><span class="secno">7.8.22. </span><span class="content">hardSigmoid</span><a class="self-link" href="#api-mlgraphbuilder-hard-sigmoid"></a></h4>
     Calculate the non-smooth <a href="https://en.wikipedia.org/wiki/Hard_sigmoid">hard sigmoid function</a> on the input tensor, used instead of the sigmoid function for faster computation. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mlhardsigmoidoptions"><code><c- g>MLHardSigmoidOptions</c-></code></dfn> {
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⑥"><c- b>float</c-></a> <a class="idl-code" data-default="0.2" data-link-type="dict-member" data-type="float " href="#dom-mlhardsigmoidoptions-alpha" id="ref-for-dom-mlhardsigmoidoptions-alpha"><c- g>alpha</c-></a> = 0.2;
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⑦"><c- b>float</c-></a> <a class="idl-code" data-default="0.5" data-link-type="dict-member" data-type="float " href="#dom-mlhardsigmoidoptions-beta" id="ref-for-dom-mlhardsigmoidoptions-beta"><c- g>beta</c-></a> = 0.5;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①③"><c- b>float</c-></a> <a class="idl-code" data-default="0.2" data-link-type="dict-member" data-type="float " href="#dom-mlhardsigmoidoptions-alpha" id="ref-for-dom-mlhardsigmoidoptions-alpha"><c- g>alpha</c-></a> = 0.2;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①④"><c- b>float</c-></a> <a class="idl-code" data-default="0.5" data-link-type="dict-member" data-type="float " href="#dom-mlhardsigmoidoptions-beta" id="ref-for-dom-mlhardsigmoidoptions-beta"><c- g>beta</c-></a> = 0.5;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder③⑨"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②②⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-hardsigmoid" id="ref-for-dom-mlgraphbuilder-hardsigmoid"><c- g>hardSigmoid</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②②⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/hardSigmoid(input, options), MLGraphBuilder/hardSigmoid(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-hardsigmoid-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-hardsigmoid-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlhardsigmoidoptions" id="ref-for-dictdef-mlhardsigmoidoptions"><c- n>MLHardSigmoidOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/hardSigmoid(input, options), MLGraphBuilder/hardSigmoid(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-hardsigmoid-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-hardsigmoid-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②②⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-hardsigmoid" id="ref-for-dom-mlgraphbuilder-hardsigmoid"><c- g>hardSigmoid</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②②⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/hardSigmoid(input, options), MLGraphBuilder/hardSigmoid(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-hardsigmoid-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-hardsigmoid-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlhardsigmoidoptions" id="ref-for-dictdef-mlhardsigmoidoptions"><c- n>MLHardSigmoidOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/hardSigmoid(input, options), MLGraphBuilder/hardSigmoid(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-hardsigmoid-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-hardsigmoid-input-options-options"></a></dfn> = {});
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation②⑨"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-hardsigmoid-options" id="ref-for-dom-mlgraphbuilder-hardsigmoid-options"><c- g>hardSigmoid</c-></a>(<c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlhardsigmoidoptions" id="ref-for-dictdef-mlhardsigmoidoptions①"><c- n>MLHardSigmoidOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/hardSigmoid(options), MLGraphBuilder/hardSigmoid()" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-hardsigmoid-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-hardsigmoid-options-options"></a></dfn> = {});
 };
 </pre>
@@ -5047,10 +4994,10 @@ <h4 class="heading settled" data-level="7.8.22" id="api-mlgraphbuilder-hard-sigm
    </div>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlhardsigmoidoptions" id="ref-for-dictdef-mlhardsigmoidoptions②">MLHardSigmoidOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLHardSigmoidOptions" data-dfn-type="dict-member" data-export id="dom-mlhardsigmoidoptions-alpha"><code>alpha</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⑧">float</a>, defaulting to <code>0.2</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLHardSigmoidOptions" data-dfn-type="dict-member" data-export id="dom-mlhardsigmoidoptions-alpha"><code>alpha</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⑤">float</a>, defaulting to <code>0.2</code></span>
     <dd data-md>
      <p>A scalar multiplier.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLHardSigmoidOptions" data-dfn-type="dict-member" data-export id="dom-mlhardsigmoidoptions-beta"><code>beta</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⑨">float</a>, defaulting to <code>0.5</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLHardSigmoidOptions" data-dfn-type="dict-member" data-export id="dom-mlhardsigmoidoptions-beta"><code>beta</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⑥">float</a>, defaulting to <code>0.5</code></span>
     <dd data-md>
      <p>A scalar addition.</p>
    </dl>
@@ -5059,23 +5006,23 @@ <h5 class="heading settled" data-level="7.8.22.1" id="api-mlgraphbuilder-hardsig
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②③⓪">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②⑧">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlhardsigmoidoptions" id="ref-for-dictdef-mlhardsigmoidoptions③">MLHardSigmoidOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②③①">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②②⑨">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="hardSigmoid(input, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="hardSigmoid(input, options)|hardSigmoid(input)" id="dom-mlgraphbuilder-hardsigmoid"><code>hardSigmoid(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥④">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑦">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥②">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②②">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⓪">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑧">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②①">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⓪">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑦">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5111,7 +5058,7 @@ <h5 class="heading settled" data-level="7.8.22.2" id="api-mlgraphbuilder-hardsig
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="hardSigmoid(options)|hardSigmoid()" id="dom-mlgraphbuilder-hardsigmoid-options"><code>hardSigmoid(<var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation③">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑤">this</a>, "hardSigmoid" and <var>options</var>.</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation③">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥③">this</a>, "hardSigmoid" and <var>options</var>.</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -5119,7 +5066,7 @@ <h5 class="heading settled" data-level="7.8.22.2" id="api-mlgraphbuilder-hardsig
    <h4 class="heading settled" data-level="7.8.23" id="api-mlgraphbuilder-hard-swish"><span class="secno">7.8.23. </span><span class="content">hardSwish</span><a class="self-link" href="#api-mlgraphbuilder-hard-swish"></a></h4>
     Computes the nonlinear function <code>y = x * max(0, min(6, (x + 3))) / 6</code> that is introduced by <a data-link-type="biblio" href="#biblio-mobilenetv3" title="Searching for MobileNetV3">[MobileNetV3]</a> on the input tensor element-wise. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder④⓪"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-hardswish" id="ref-for-dom-mlgraphbuilder-hardswish"><c- g>hardSwish</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/hardSwish(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-hardswish-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-hardswish-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-hardswish" id="ref-for-dom-mlgraphbuilder-hardswish"><c- g>hardSwish</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/hardSwish(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-hardswish-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-hardswish-input-input"></a></dfn>);
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation③①"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#hardswish-noargs" id="ref-for-hardswish-noargs"><c- g>hardSwish</c-></a>();
 };
 </pre>
@@ -5143,21 +5090,21 @@ <h5 class="heading settled" data-level="7.8.23.1" id="api-mlgraphbuilder-hardswi
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②③④">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②③②">MLOperand</a></code>. The input tensor.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②③⑤">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②③③">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="hardSwish(input)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-hardswish"><code>hardSwish(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑥">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑨">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥④">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥④">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②③">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②①">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⓪">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥④">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②②">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②①">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑨">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5193,7 +5140,7 @@ <h5 class="heading settled" data-level="7.8.23.2" id="api-mlgraphbuilder-hardswi
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="hardswish-noargs"><code>hardSwish()</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation④">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑦">this</a> and "hardSwish".</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation④">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑤">this</a> and "hardSwish".</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -5201,26 +5148,26 @@ <h5 class="heading settled" data-level="7.8.23.2" id="api-mlgraphbuilder-hardswi
    <h4 class="heading settled" data-level="7.8.24" id="api-mlgraphbuilder-instancenorm"><span class="secno">7.8.24. </span><span class="content">instanceNormalization</span><a class="self-link" href="#api-mlgraphbuilder-instancenorm"></a></h4>
     Normalize the input using <a data-link-type="biblio" href="#biblio-instance-normalization" title="Instance Normalization: The Missing Ingredient for Fast Stylization">[Instance-Normalization]</a>. Unlike <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization" id="ref-for-dom-mlgraphbuilder-batchnormalization②">batchNormalization()</a></code> where the mean and variance values used in the normalization are computed across all the samples in the batch dimension while the model is trained, the mean and variance values used in the instance normalization are computed on the fly for each input feature of each individual sample in the batch. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mlinstancenormalizationoptions"><code><c- g>MLInstanceNormalizationOptions</c-></code></dfn> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlinstancenormalizationoptions-scale" id="ref-for-dom-mlinstancenormalizationoptions-scale"><c- g>scale</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias"><c- g>bias</c-></a>;
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⓪"><c- b>float</c-></a> <a class="idl-code" data-default="1e-5" data-link-type="dict-member" data-type="float " href="#dom-mlinstancenormalizationoptions-epsilon" id="ref-for-dom-mlinstancenormalizationoptions-epsilon"><c- g>epsilon</c-></a> = 1e-5;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlinstancenormalizationoptions-scale" id="ref-for-dom-mlinstancenormalizationoptions-scale"><c- g>scale</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias"><c- g>bias</c-></a>;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⑦"><c- b>float</c-></a> <a class="idl-code" data-default="1e-5" data-link-type="dict-member" data-type="float " href="#dom-mlinstancenormalizationoptions-epsilon" id="ref-for-dom-mlinstancenormalizationoptions-epsilon"><c- g>epsilon</c-></a> = 1e-5;
   <a data-link-type="idl-name" href="#enumdef-mlinputoperandlayout" id="ref-for-enumdef-mlinputoperandlayout④"><c- n>MLInputOperandLayout</c-></a> <a class="idl-code" data-default="&quot;nchw&quot;" data-link-type="dict-member" data-type="MLInputOperandLayout " href="#dom-mlinstancenormalizationoptions-layout" id="ref-for-dom-mlinstancenormalizationoptions-layout"><c- g>layout</c-></a> = "nchw";
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder④①"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-instancenormalization" id="ref-for-dom-mlgraphbuilder-instancenormalization"><c- g>instanceNormalization</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/instanceNormalization(input, options), MLGraphBuilder/instanceNormalization(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-instancenormalization-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-instancenormalization-input-options-input"></a></dfn>,
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-instancenormalization" id="ref-for-dom-mlgraphbuilder-instancenormalization"><c- g>instanceNormalization</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/instanceNormalization(input, options), MLGraphBuilder/instanceNormalization(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-instancenormalization-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-instancenormalization-input-options-input"></a></dfn>,
                                   <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlinstancenormalizationoptions" id="ref-for-dictdef-mlinstancenormalizationoptions"><c- n>MLInstanceNormalizationOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/instanceNormalization(input, options), MLGraphBuilder/instanceNormalization(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-instancenormalization-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-instancenormalization-input-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlinstancenormalizationoptions" id="ref-for-dictdef-mlinstancenormalizationoptions①">MLInstanceNormalizationOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLInstanceNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlinstancenormalizationoptions-scale"><code>scale</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④⓪">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLInstanceNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlinstancenormalizationoptions-scale"><code>scale</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③⑧">MLOperand</a></span>
     <dd data-md>
      <p>The 1-D tensor of the scaling values whose <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑧">size</a> is equal to the number of channels, i.e. the size of the feature dimension of the input. For example, for an <var>input</var> tensor with <code class="idl"><a data-link-type="idl" href="#dom-mlinputoperandlayout-nchw" id="ref-for-dom-mlinputoperandlayout-nchw⑧">"nchw"</a></code> layout, the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑨">size</a> is equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑥">shape</a>[1].</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLInstanceNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlinstancenormalizationoptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④①">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLInstanceNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlinstancenormalizationoptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③⑨">MLOperand</a></span>
     <dd data-md>
      <p>The 1-D tensor of the bias values whose <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⓪">size</a> is equal to the size of the feature dimension of the input. For example, for an <var>input</var> tensor with <code class="idl"><a data-link-type="idl" href="#dom-mlinputoperandlayout-nchw" id="ref-for-dom-mlinputoperandlayout-nchw⑨">"nchw"</a></code> layout, the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②①">size</a> is equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑦">shape</a>[1].</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLInstanceNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlinstancenormalizationoptions-epsilon"><code>epsilon</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②①">float</a>, defaulting to <code>1e-5</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLInstanceNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlinstancenormalizationoptions-epsilon"><code>epsilon</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⑧">float</a>, defaulting to <code>1e-5</code></span>
     <dd data-md>
      <p>A small value to prevent computational error due to divide-by-zero.</p>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLInstanceNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mlinstancenormalizationoptions-layout"><code>layout</code></dfn>, <span> of type <a data-link-type="idl-name" href="#enumdef-mlinputoperandlayout" id="ref-for-enumdef-mlinputoperandlayout⑤">MLInputOperandLayout</a>, defaulting to <code>"nchw"</code></span>
@@ -5231,36 +5178,36 @@ <h4 class="heading settled" data-level="7.8.24" id="api-mlgraphbuilder-instancen
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②④②">MLOperand</a></code>. The input 4-D tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②④⓪">MLOperand</a></code>. The input 4-D tensor.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlinstancenormalizationoptions" id="ref-for-dictdef-mlinstancenormalizationoptions②">MLInstanceNormalizationOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②④③">MLOperand</a></code>. The instance-normalized 4-D tensor of the same shape as <em>input</em>.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②④①">MLOperand</a></code>. The instance-normalized 4-D tensor of the same shape as <em>input</em>.</p>
    </div>
    <details class="algorithm" data-algorithm="instanceNormalization(input, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="instanceNormalization(input, options)|instanceNormalization(input)" id="dom-mlgraphbuilder-instancenormalization"><code>instanceNormalization(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑧">this</a> and any of <var>input</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-scale" id="ref-for-dom-mlinstancenormalizationoptions-scale①">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥②">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥③">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④①">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑥">this</a> and any of <var>input</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-scale" id="ref-for-dom-mlinstancenormalizationoptions-scale①">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥②">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥③">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②④">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②②">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④②">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②③">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②②">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑤">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④③">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑤">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④②">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-scale" id="ref-for-dom-mlinstancenormalizationoptions-scale②">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥④">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④④">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④③">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑥">rank</a> is not equal to 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑤">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑥">rank</a> is not equal to 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④④">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑤">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑤">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑦">rank</a> is not equal to 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑦">rank</a> is not equal to 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑥">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -5317,29 +5264,29 @@ <h4 class="heading settled" data-level="7.8.24" id="api-mlgraphbuilder-instancen
    <h4 class="heading settled" data-level="7.8.25" id="api-mlgraphbuilder-layernorm"><span class="secno">7.8.25. </span><span class="content">layerNormalization</span><a class="self-link" href="#api-mlgraphbuilder-layernorm"></a></h4>
     Normalize the input using <a data-link-type="biblio" href="#biblio-layer-normalization" title="Layer Normalization">[Layer-Normalization]</a>. Unlike <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization" id="ref-for-dom-mlgraphbuilder-batchnormalization③">batchNormalization()</a></code> where the mean and variance values are computed across all the samples in the batch dimension while the model is trained, and in <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-instancenormalization" id="ref-for-dom-mlgraphbuilder-instancenormalization①">instanceNormalization()</a></code> where the mean and variance values are computed on the fly for each input feature of each individual sample in the batch, the means and variance values of the layer normalization are computed on the fly across all the input features of each individual sample in the batch. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mllayernormalizationoptions"><code><c- g>MLLayerNormalizationOptions</c-></code></dfn> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale"><c- g>scale</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias"><c- g>bias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale"><c- g>scale</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias"><c- g>bias</c-></a>;
   <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence①⑥"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange①⑨"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long③①"><c- b>unsigned</c-> <c- b>long</c-></a>> <a class="idl-code" data-link-type="dict-member" data-type="sequence<[EnforceRange] unsigned long> " href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes"><c- g>axes</c-></a>;
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②②"><c- b>float</c-></a> <a class="idl-code" data-default="1e-5" data-link-type="dict-member" data-type="float " href="#dom-mllayernormalizationoptions-epsilon" id="ref-for-dom-mllayernormalizationoptions-epsilon"><c- g>epsilon</c-></a> = 1e-5;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float①⑨"><c- b>float</c-></a> <a class="idl-code" data-default="1e-5" data-link-type="dict-member" data-type="float " href="#dom-mllayernormalizationoptions-epsilon" id="ref-for-dom-mllayernormalizationoptions-epsilon"><c- g>epsilon</c-></a> = 1e-5;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder④②"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-layernormalization" id="ref-for-dom-mlgraphbuilder-layernormalization"><c- g>layerNormalization</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/layerNormalization(input, options), MLGraphBuilder/layerNormalization(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-layernormalization-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-layernormalization-input-options-input"></a></dfn>,
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-layernormalization" id="ref-for-dom-mlgraphbuilder-layernormalization"><c- g>layerNormalization</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/layerNormalization(input, options), MLGraphBuilder/layerNormalization(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-layernormalization-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-layernormalization-input-options-input"></a></dfn>,
                                <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mllayernormalizationoptions" id="ref-for-dictdef-mllayernormalizationoptions"><c- n>MLLayerNormalizationOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/layerNormalization(input, options), MLGraphBuilder/layerNormalization(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-layernormalization-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-layernormalization-input-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mllayernormalizationoptions" id="ref-for-dictdef-mllayernormalizationoptions①">MLLayerNormalizationOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLayerNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mllayernormalizationoptions-scale"><code>scale</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④⑧">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLayerNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mllayernormalizationoptions-scale"><code>scale</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④⑥">MLOperand</a></span>
     <dd data-md>
      <p>The N-D tensor of the scaling values whose shape is determined by the <var>axes</var> member in that each value in <var>axes</var> indicates the dimension of the input tensor with scaling values. For example, for an <var>axes</var> values of [1,2,3], the shape of this tensor is the list of the corresponding sizes of the input dimension 1, 2 and 3. When this member is not present, the scaling value is assumed to be 1.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLayerNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mllayernormalizationoptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④⑨">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLayerNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mllayernormalizationoptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④⑦">MLOperand</a></span>
     <dd data-md>
      <p>The N-D tensor of the bias values whose shape is determined by the <var>axes</var> member in that each value in <var>axes</var> indicates the dimension of the input tensor with bias values. For example, for an <var>axes</var> values of [1,2,3], the shape of this tensor is the list of the corresponding sizes of the input dimension 1, 2 and 3. When this member is not present, the bias value is assumed to be 0.</p>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLayerNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mllayernormalizationoptions-axes"><code>axes</code></dfn>, <span> of type <code class="idl-code">sequence&lt;[EnforceRange] unsigned long></code></span>
     <dd data-md>
      <p>The indices to the input dimensions to reduce. When this member is not present, it is treated as if all dimensions except the first were given (e.g. for a 4-D input tensor, axes = [1,2,3]). That is, the reduction for the mean and variance values are calculated across all the input features for each independent batch. If empty, no dimensions are reduced.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLayerNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mllayernormalizationoptions-epsilon"><code>epsilon</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②③">float</a>, defaulting to <code>1e-5</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLayerNormalizationOptions" data-dfn-type="dict-member" data-export id="dom-mllayernormalizationoptions-epsilon"><code>epsilon</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⓪">float</a>, defaulting to <code>1e-5</code></span>
     <dd data-md>
      <p>A small value to prevent computational error due to divide-by-zero.</p>
    </dl>
@@ -5347,57 +5294,57 @@ <h4 class="heading settled" data-level="7.8.25" id="api-mlgraphbuilder-layernorm
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤⓪">MLOperand</a></code>. The input N-D tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②④⑧">MLOperand</a></code>. The input N-D tensor.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mllayernormalizationoptions" id="ref-for-dictdef-mllayernormalizationoptions②">MLLayerNormalizationOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤①">MLOperand</a></code>. The layer-normalized N-D tensor of the same shape as <em>input</em>.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②④⑨">MLOperand</a></code>. The layer-normalized N-D tensor of the same shape as <em>input</em>.</p>
    </div>
    <details class="algorithm" data-algorithm="layerNormalization(input, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="layerNormalization(input, options)|layerNormalization(input)" id="dom-mlgraphbuilder-layernormalization"><code>layerNormalization(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑨">this</a> and any of <var>input</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale①">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑧">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑨">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑧">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑦">this</a> and any of <var>input</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale①">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑧">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑨">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⓪">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑤">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②③">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑨">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⓪">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②④">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②③">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes①">axes</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⓪">exist</a>, then set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes②">axes</a></code> to a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑤">list</a>, either equal to <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑤">the range</a> from 1 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑧">rank</a>, exclusive, if <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑨">rank</a> is greater than 1, or an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑥">list</a> otherwise.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes①">axes</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⓪">exist</a>, then set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes②">axes</a></code> to a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②④">list</a>, either equal to <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range④">the range</a> from 1 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑧">rank</a>, exclusive, if <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑨">rank</a> is greater than 1, or an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑤">list</a> otherwise.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale②">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦①">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦①">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦②">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦①">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦②">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑨">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⓪">rank</a> is not equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes③">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②②">size</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⓪">rank</a> is not equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes③">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②②">size</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⓪">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦②">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦③">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦④">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦③">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦④">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④①">rank</a> is not equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes④">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②③">size</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④①">rank</a> is not equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes④">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②③">size</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤②">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑨">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑥">the range</a> 0 to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes⑤">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②④">size</a>, exclusive:</p>
+      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑧">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑤">the range</a> 0 to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes⑤">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②④">size</a>, exclusive:</p>
       <ol>
        <li data-md>
         <p>Let <var>axis</var> be <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes⑥">axes</a></code>[<var>index</var>].</p>
        <li data-md>
-        <p>If <var>axis</var> is greater or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④②">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤④">TypeError</a></code>.</p>
+        <p>If <var>axis</var> is greater or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④②">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤③">TypeError</a></code>.</p>
        <li data-md>
         <p>Let <var>size</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑧">shape</a>[<var>axis</var>].</p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale③">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦③">exists</a>:</p>
         <ol>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑨">shape</a>[<var>index</var>] is not equal to <var>size</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑤">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑨">shape</a>[<var>index</var>] is not equal to <var>size</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤④">TypeError</a></code>.</p>
         </ol>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦④">exists</a>:</p>
         <ol>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⓪">shape</a>[<var>index</var>] is not equal to <var>size</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑥">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⓪">shape</a>[<var>index</var>] is not equal to <var>size</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑤">TypeError</a></code>.</p>
         </ol>
       </ol>
      <li data-md>
@@ -5454,11 +5401,11 @@ <h4 class="heading settled" data-level="7.8.25" id="api-mlgraphbuilder-layernorm
    <h4 class="heading settled" data-level="7.8.26" id="api-mlgraphbuilder-leakyrelu"><span class="secno">7.8.26. </span><span class="content">leakyRelu</span><a class="self-link" href="#api-mlgraphbuilder-leakyrelu"></a></h4>
     Calculate the <a href="https://en.wikipedia.org/wiki/Rectifier_(neural_networks)#Leaky_ReLU"> leaky version of rectified linear function</a> on the input tensor element-wise. The calculation follows the expression <code>max(0, x) + alpha * min(0, x)</code>. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mlleakyreluoptions"><code><c- g>MLLeakyReluOptions</c-></code></dfn> {
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②④"><c- b>float</c-></a> <a class="idl-code" data-default="0.01" data-link-type="dict-member" data-type="float " href="#dom-mlleakyreluoptions-alpha" id="ref-for-dom-mlleakyreluoptions-alpha"><c- g>alpha</c-></a> = 0.01;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②①"><c- b>float</c-></a> <a class="idl-code" data-default="0.01" data-link-type="dict-member" data-type="float " href="#dom-mlleakyreluoptions-alpha" id="ref-for-dom-mlleakyreluoptions-alpha"><c- g>alpha</c-></a> = 0.01;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder④③"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑤②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-leakyrelu" id="ref-for-dom-mlgraphbuilder-leakyrelu"><c- g>leakyRelu</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑤③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/leakyRelu(input, options), MLGraphBuilder/leakyRelu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-leakyrelu-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-leakyrelu-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlleakyreluoptions" id="ref-for-dictdef-mlleakyreluoptions"><c- n>MLLeakyReluOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/leakyRelu(input, options), MLGraphBuilder/leakyRelu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-leakyrelu-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-leakyrelu-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑤⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-leakyrelu" id="ref-for-dom-mlgraphbuilder-leakyrelu"><c- g>leakyRelu</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑤①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/leakyRelu(input, options), MLGraphBuilder/leakyRelu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-leakyrelu-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-leakyrelu-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlleakyreluoptions" id="ref-for-dictdef-mlleakyreluoptions"><c- n>MLLeakyReluOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/leakyRelu(input, options), MLGraphBuilder/leakyRelu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-leakyrelu-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-leakyrelu-input-options-options"></a></dfn> = {});
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation③③"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-leakyrelu-options" id="ref-for-dom-mlgraphbuilder-leakyrelu-options"><c- g>leakyRelu</c-></a>(<c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlleakyreluoptions" id="ref-for-dictdef-mlleakyreluoptions①"><c- n>MLLeakyReluOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/leakyRelu(options), MLGraphBuilder/leakyRelu()" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-leakyrelu-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-leakyrelu-options-options"></a></dfn> = {});
 };
 </pre>
@@ -5472,7 +5419,7 @@ <h4 class="heading settled" data-level="7.8.26" id="api-mlgraphbuilder-leakyrelu
    </div>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlleakyreluoptions" id="ref-for-dictdef-mlleakyreluoptions②">MLLeakyReluOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLeakyReluOptions" data-dfn-type="dict-member" data-export id="dom-mlleakyreluoptions-alpha"><code>alpha</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⑤">float</a>, defaulting to <code>0.01</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLeakyReluOptions" data-dfn-type="dict-member" data-export id="dom-mlleakyreluoptions-alpha"><code>alpha</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②②">float</a>, defaulting to <code>0.01</code></span>
     <dd data-md>
      <p>A scalar multiplier.</p>
    </dl>
@@ -5481,23 +5428,23 @@ <h5 class="heading settled" data-level="7.8.26.1" id="api-mlgraphbuilder-leaky-r
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤④">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤②">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlleakyreluoptions" id="ref-for-dictdef-mlleakyreluoptions③">MLLeakyReluOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤⑤">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤③">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="leakyRelu(input, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="leakyRelu(input, options)|leakyRelu(input)" id="dom-mlgraphbuilder-leakyrelu"><code>leakyRelu(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⓪">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑦">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑧">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑥">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②④">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑧">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑤">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②④">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑦">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5533,7 +5480,7 @@ <h5 class="heading settled" data-level="7.8.26.2" id="api-mlgraphbuilder-leaky-r
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="leakyRelu(options)|leakyRelu()" id="dom-mlgraphbuilder-leakyrelu-options"><code>leakyRelu(<var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation⑤">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦①">this</a>, "leakyRelu" and <var>options</var>.</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation⑤">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑨">this</a>, "leakyRelu" and <var>options</var>.</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -5541,12 +5488,12 @@ <h5 class="heading settled" data-level="7.8.26.2" id="api-mlgraphbuilder-leaky-r
    <h4 class="heading settled" data-level="7.8.27" id="api-mlgraphbuilder-linear"><span class="secno">7.8.27. </span><span class="content">linear</span><a class="self-link" href="#api-mlgraphbuilder-linear"></a></h4>
     Calculate a linear function <code>y = alpha * x + beta</code> on the input tensor. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mllinearoptions"><code><c- g>MLLinearOptions</c-></code></dfn> {
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⑥"><c- b>float</c-></a> <a class="idl-code" data-default="1" data-link-type="dict-member" data-type="float " href="#dom-mllinearoptions-alpha" id="ref-for-dom-mllinearoptions-alpha"><c- g>alpha</c-></a> = 1;
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⑦"><c- b>float</c-></a> <a class="idl-code" data-default="0" data-link-type="dict-member" data-type="float " href="#dom-mllinearoptions-beta" id="ref-for-dom-mllinearoptions-beta"><c- g>beta</c-></a> = 0;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②③"><c- b>float</c-></a> <a class="idl-code" data-default="1" data-link-type="dict-member" data-type="float " href="#dom-mllinearoptions-alpha" id="ref-for-dom-mllinearoptions-alpha"><c- g>alpha</c-></a> = 1;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②④"><c- b>float</c-></a> <a class="idl-code" data-default="0" data-link-type="dict-member" data-type="float " href="#dom-mllinearoptions-beta" id="ref-for-dom-mllinearoptions-beta"><c- g>beta</c-></a> = 0;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder④④"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑤⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-linear" id="ref-for-dom-mlgraphbuilder-linear"><c- g>linear</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑤⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/linear(input, options), MLGraphBuilder/linear(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-linear-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-linear-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mllinearoptions" id="ref-for-dictdef-mllinearoptions"><c- n>MLLinearOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/linear(input, options), MLGraphBuilder/linear(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-linear-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-linear-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑤④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-linear" id="ref-for-dom-mlgraphbuilder-linear"><c- g>linear</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑤⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/linear(input, options), MLGraphBuilder/linear(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-linear-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-linear-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mllinearoptions" id="ref-for-dictdef-mllinearoptions"><c- n>MLLinearOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/linear(input, options), MLGraphBuilder/linear(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-linear-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-linear-input-options-options"></a></dfn> = {});
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation③⑤"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-linear-options" id="ref-for-dom-mlgraphbuilder-linear-options"><c- g>linear</c-></a>(<c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mllinearoptions" id="ref-for-dictdef-mllinearoptions①"><c- n>MLLinearOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/linear(options), MLGraphBuilder/linear()" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-linear-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-linear-options-options"></a></dfn> = {});
 };
 </pre>
@@ -5561,10 +5508,10 @@ <h4 class="heading settled" data-level="7.8.27" id="api-mlgraphbuilder-linear"><
    </div>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mllinearoptions" id="ref-for-dictdef-mllinearoptions②">MLLinearOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLinearOptions" data-dfn-type="dict-member" data-export id="dom-mllinearoptions-alpha"><code>alpha</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⑧">float</a>, defaulting to <code>1</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLinearOptions" data-dfn-type="dict-member" data-export id="dom-mllinearoptions-alpha"><code>alpha</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⑤">float</a>, defaulting to <code>1</code></span>
     <dd data-md>
      <p>A scalar multiplier.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLinearOptions" data-dfn-type="dict-member" data-export id="dom-mllinearoptions-beta"><code>beta</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⑨">float</a>, defaulting to <code>0</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLinearOptions" data-dfn-type="dict-member" data-export id="dom-mllinearoptions-beta"><code>beta</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⑥">float</a>, defaulting to <code>0</code></span>
     <dd data-md>
      <p>A scalar addition.</p>
    </dl>
@@ -5573,23 +5520,23 @@ <h5 class="heading settled" data-level="7.8.27.1" id="api-mlgraphbuilder-linear-
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤⑧">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤⑥">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mllinearoptions" id="ref-for-dictdef-mllinearoptions③">MLLinearOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤⑨">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤⑦">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="linear(input, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="linear(input, options)|linear(input)" id="dom-mlgraphbuilder-linear"><code>linear(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦②">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑨">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⓪">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑥">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑦">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑤">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⓪">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑥">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑥">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑤">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑨">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5625,7 +5572,7 @@ <h5 class="heading settled" data-level="7.8.27.2" id="api-mlgraphbuilder-linear-
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="linear(options)|linear()" id="dom-mlgraphbuilder-linear-options"><code>linear(<var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation⑥">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦③">this</a>,  "linear" and <var>options</var>.</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation⑥">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦①">this</a>,  "linear" and <var>options</var>.</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -5638,11 +5585,11 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
 };
 
 <c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mllstmoptions"><code><c- g>MLLstmOptions</c-></code></dfn> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias"><c- g>bias</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias"><c- g>recurrentBias</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight"><c- g>peepholeWeight</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate"><c- g>initialHiddenState</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate"><c- g>initialCellState</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑤⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias"><c- g>bias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑤⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias"><c- g>recurrentBias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight"><c- g>peepholeWeight</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate"><c- g>initialHiddenState</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate"><c- g>initialCellState</c-></a>;
   <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-boolean" id="ref-for-idl-boolean①⑥"><c- b>boolean</c-></a> <a class="idl-code" data-default="false" data-link-type="dict-member" data-type="boolean " href="#dom-mllstmoptions-returnsequence" id="ref-for-dom-mllstmoptions-returnsequence"><c- g>returnSequence</c-></a> = <c- b>false</c->;
   <a data-link-type="idl-name" href="#enumdef-mlrecurrentnetworkdirection" id="ref-for-enumdef-mlrecurrentnetworkdirection②"><c- n>MLRecurrentNetworkDirection</c-></a> <a class="idl-code" data-default="&quot;forward&quot;" data-link-type="dict-member" data-type="MLRecurrentNetworkDirection " href="#dom-mllstmoptions-direction" id="ref-for-dom-mllstmoptions-direction"><c- g>direction</c-></a> = "forward";
   <a data-link-type="idl-name" href="#enumdef-mllstmweightlayout" id="ref-for-enumdef-mllstmweightlayout"><c- n>MLLstmWeightLayout</c-></a> <a class="idl-code" data-default="&quot;iofg&quot;" data-link-type="dict-member" data-type="MLLstmWeightLayout " href="#dom-mllstmoptions-layout" id="ref-for-dom-mllstmoptions-layout"><c- g>layout</c-></a> = "iofg";
@@ -5650,9 +5597,9 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder④⑤"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence①⑧"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⑤"><c- n>MLOperand</c-></a>> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-lstm" id="ref-for-dom-mlgraphbuilder-lstm"><c- g>lstm</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input"></a></dfn>,
-                           <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight"><code><c- g>weight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight"></a></dfn>,
-                           <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"><code><c- g>recurrentWeight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"></a></dfn>,
+  <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence①⑧"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥③"><c- n>MLOperand</c-></a>> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-lstm" id="ref-for-dom-mlgraphbuilder-lstm"><c- g>lstm</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input"></a></dfn>,
+                           <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight"><code><c- g>weight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight"></a></dfn>,
+                           <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"><code><c- g>recurrentWeight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"></a></dfn>,
                            [<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange②⓪"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long③②"><c- b>unsigned</c-> <c- b>long</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-steps"><code><c- g>steps</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-steps"></a></dfn>,
                            [<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange②①"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long③③"><c- b>unsigned</c-> <c- b>long</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-hiddensize"><code><c- g>hiddenSize</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-hiddensize"></a></dfn>,
                            <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mllstmoptions" id="ref-for-dictdef-mllstmoptions"><c- n>MLLstmOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize, options), MLGraphBuilder/lstm(input, weight, recurrentWeight, steps, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-options"></a></dfn> = {});
@@ -5660,19 +5607,19 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mllstmoptions" id="ref-for-dictdef-mllstmoptions①">MLLstmOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmOptions" data-dfn-type="dict-member" data-export id="dom-mllstmoptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⑨">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmOptions" data-dfn-type="dict-member" data-export id="dom-mllstmoptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⑦">MLOperand</a></span>
     <dd data-md>
      <p>The 2-D input bias tensor of shape [numDirections, 4 * hiddenSize]. The ordering of the bias vectors in the second dimension of the tensor shape is specified according to <code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-layout" id="ref-for-dom-mllstmoptions-layout①">layout</a></code>.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmOptions" data-dfn-type="dict-member" data-export id="dom-mllstmoptions-recurrentbias"><code>recurrentBias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦⓪">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmOptions" data-dfn-type="dict-member" data-export id="dom-mllstmoptions-recurrentbias"><code>recurrentBias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⑧">MLOperand</a></span>
     <dd data-md>
      <p>The 2-D recurrent bias tensor of shape [numDirections, 4 * hiddenSize]. The ordering of the bias vectors in the first dimension of the tensor shape is specified according to <code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-layout" id="ref-for-dom-mllstmoptions-layout②">layout</a></code>.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmOptions" data-dfn-type="dict-member" data-export id="dom-mllstmoptions-peepholeweight"><code>peepholeWeight</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦①">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmOptions" data-dfn-type="dict-member" data-export id="dom-mllstmoptions-peepholeweight"><code>peepholeWeight</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑥⑨">MLOperand</a></span>
     <dd data-md>
      <p>The 2-D weight tensor for peepholes of shape [numDirections, 3 * hiddenSize]. The pack ordering of the weight vectors is for the <code>input (i)</code>, <code>output (o)</code>, and <code>forget (f)</code> gate, respectively.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmOptions" data-dfn-type="dict-member" data-export id="dom-mllstmoptions-initialhiddenstate"><code>initialHiddenState</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦②">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmOptions" data-dfn-type="dict-member" data-export id="dom-mllstmoptions-initialhiddenstate"><code>initialHiddenState</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦⓪">MLOperand</a></span>
     <dd data-md>
      <p>The 3-D initial hidden state tensor of shape [numDirections, batchSize, hiddenSize]. When not specified, implementations SHOULD use a tensor filled with zero.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmOptions" data-dfn-type="dict-member" data-export id="dom-mllstmoptions-initialcellstate"><code>initialCellState</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦③">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmOptions" data-dfn-type="dict-member" data-export id="dom-mllstmoptions-initialcellstate"><code>initialCellState</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦①">MLOperand</a></span>
     <dd data-md>
      <p>The 3-D initial hidden state tensor of shape [numDirections, batchSize, hiddenSize]. When not specified, implementations SHOULD use a tensor filled with zero.</p>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmOptions" data-dfn-type="dict-member" data-export id="dom-mllstmoptions-returnsequence"><code>returnSequence</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-boolean" id="ref-for-idl-boolean①⑦">boolean</a>, defaulting to <code>false</code></span>
@@ -5692,11 +5639,11 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑦④">MLOperand</a></code>. The input 3-D tensor of shape [steps, batchSize, inputSize].</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑦②">MLOperand</a></code>. The input 3-D tensor of shape [steps, batchSize, inputSize].</p>
      <li data-md>
-      <p><em>weight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑦⑤">MLOperand</a></code>. The 3-D input weight tensor of shape [numDirections, 4 * hiddenSize, inputSize]. The ordering of the weight vectors in the second dimension of the tensor shape is specified according to the <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-layout" id="ref-for-dom-mllstmoptions-layout③">layout</a></code>.</p>
+      <p><em>weight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑦③">MLOperand</a></code>. The 3-D input weight tensor of shape [numDirections, 4 * hiddenSize, inputSize]. The ordering of the weight vectors in the second dimension of the tensor shape is specified according to the <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-layout" id="ref-for-dom-mllstmoptions-layout③">layout</a></code>.</p>
      <li data-md>
-      <p><em>recurrentWeight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑦⑥">MLOperand</a></code>. The 3-D recurrent weight tensor of shape [numDirections, 4 * hiddenSize, hiddenSize]. The ordering of the weight vectors in the second dimension of the tensor shape is specified according to the <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-layout" id="ref-for-dom-mllstmoptions-layout④">layout</a></code> argument.</p>
+      <p><em>recurrentWeight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑦④">MLOperand</a></code>. The 3-D recurrent weight tensor of shape [numDirections, 4 * hiddenSize, hiddenSize]. The ordering of the weight vectors in the second dimension of the tensor shape is specified according to the <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-layout" id="ref-for-dom-mllstmoptions-layout④">layout</a></code> argument.</p>
      <li data-md>
       <p><em>steps</em>: an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long③④">unsigned long</a></code> scalar. The number of time steps in the recurrent network. The value must be greater than 0.</p>
      <li data-md>
@@ -5704,123 +5651,123 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mllstmoptions" id="ref-for-dictdef-mllstmoptions②">MLLstmOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> a sequence of <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑦⑦">MLOperand</a></code>. The first element of the sequence is a 3-D tensor of shape [numDirections, batchSize, hiddenSize], the output hidden state from the last time step of the network. The second element is a 3-D tensor of shape [numDirections, batchSize, hiddenSize], the output cell state from the last time step of the network. Additionally, if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-returnsequence" id="ref-for-dom-mllstmoptions-returnsequence①">returnSequence</a></code> is set to true, the third element is the 4-D output tensor of shape [steps, numDirections, batchSize, hiddenSize] containing every output from each time step in the temporal sequence.</p>
+    <p><strong>Returns:</strong> a sequence of <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑦⑤">MLOperand</a></code>. The first element of the sequence is a 3-D tensor of shape [numDirections, batchSize, hiddenSize], the output hidden state from the last time step of the network. The second element is a 3-D tensor of shape [numDirections, batchSize, hiddenSize], the output cell state from the last time step of the network. Additionally, if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-returnsequence" id="ref-for-dom-mllstmoptions-returnsequence①">returnSequence</a></code> is set to true, the third element is the 4-D output tensor of shape [steps, numDirections, batchSize, hiddenSize] containing every output from each time step in the temporal sequence.</p>
    </div>
    <details class="algorithm" data-algorithm="lstm(input, weight, recurrentWeight, steps, hiddenSize, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="lstm(input, weight, recurrentWeight, steps, hiddenSize, options)|lstm(input, weight, recurrentWeight, steps, hiddenSize)" id="dom-mlgraphbuilder-lstm"><code>lstm(<var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>steps</var>, <var>hiddenSize</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦④">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑦">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑧">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight①">peepholeWeight</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑨">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate①">initialHiddenState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⓪">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate①">initialCellState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧①">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥①">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦②">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑦">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑧">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight①">peepholeWeight</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑨">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate①">initialHiddenState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⓪">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate①">initialCellState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧①">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-activations" id="ref-for-dom-mllstmoptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧②">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation⑤">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑤">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑨">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥②">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-activations" id="ref-for-dom-mllstmoptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧②">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation⑤">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦③">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑨">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥①">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>numDirections</var> be 2 if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-direction" id="ref-for-dom-mllstmoptions-direction①">direction</a></code> is <code class="idl"><a data-link-type="idl" href="#dom-mlrecurrentnetworkdirection-both" id="ref-for-dom-mlrecurrentnetworkdirection-both③">"both"</a></code>, or 1 otherwise.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑦">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑧">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑥">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥③">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑦">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑦">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑥">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④③">rank</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥④">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④③">rank</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④①">shape</a>[0] is not equal to <var>steps</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑤">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④①">shape</a>[0] is not equal to <var>steps</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑧">dataType</a> of either <var>weight</var> or <var>recurrentWeight</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑥">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑧">dataType</a> of either <var>weight</var> or <var>recurrentWeight</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑤">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>batchSize</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④②">shape</a>[1].</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧③">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑥">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④④">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑧">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④④">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑦">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④③">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④③">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑧">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④④">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④④">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑨">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias②">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧④">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧②">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧③">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧②">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧③">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⓪">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑤">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑤">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑤">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑤">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦②">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑥">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦④">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑥">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦③">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight②">peepholeWeight</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⑤">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧④">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑤">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧④">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦④">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑥">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑥">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑤">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑦">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑦">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑥">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑧">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑧">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑧">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑦">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate②">initialHiddenState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⑥">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑧">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑦">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑦">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑨">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑨">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑨">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⓪">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⓪">shape</a>[1] is not equal to <var>batchSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⓪">shape</a>[1] is not equal to <var>batchSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤①">shape</a>[2] is not <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤①">shape</a>[2] is not <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧②">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate②">initialCellState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⑦">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧④">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧③">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑧">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑤">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑧">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧④">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤②">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤②">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑤">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤③">shape</a>[1] is not equal to <var>batchSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤③">shape</a>[1] is not equal to <var>batchSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑥">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤④">shape</a>[2] is not <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑧">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤④">shape</a>[2] is not <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑦">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-activations" id="ref-for-dom-mllstmoptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⑧">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑤">size</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑤">size</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑧">TypeError</a></code>.</p>
        <li data-md>
-        <p>Let <var>gateDescriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③②">MLOperandDescriptor</a></code>.</p>
+        <p>Let <var>gateDescriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③①">MLOperandDescriptor</a></code>.</p>
        <li data-md>
-        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②④">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑦">list</a> « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②③">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑥">list</a> « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
        <li data-md>
-        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⓪">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⓪">dataType</a>.</p>
+        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑧">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⓪">dataType</a>.</p>
        <li data-md>
-        <p>If running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑥">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⓪">item</a> in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-activations" id="ref-for-dom-mllstmoptions-activations③">activations</a></code> with <var>gateDescriptor</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⓪">TypeError</a></code>.</p>
+        <p>If running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑥">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⓪">item</a> in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-activations" id="ref-for-dom-mllstmoptions-activations③">activations</a></code> with <var>gateDescriptor</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑨">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Calculate the output shape:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③③">MLOperandDescriptor</a></code>.</p>
+        <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③②">MLOperandDescriptor</a></code>.</p>
        <li data-md>
-        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑤">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑧">list</a> « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②④">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑦">list</a> « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
        <li data-md>
-        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②①">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨①">dataType</a>.</p>
+        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑨">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨①">dataType</a>.</p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-returnsequence" id="ref-for-dom-mllstmoptions-returnsequence②">returnSequence</a></code> is true:</p>
         <ol>
          <li data-md>
-          <p>Let <var>desc2</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③④">MLOperandDescriptor</a></code>.</p>
+          <p>Let <var>desc2</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③③">MLOperandDescriptor</a></code>.</p>
          <li data-md>
-          <p>Set <var>desc2</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②②">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨②">dataType</a>.</p>
+          <p>Set <var>desc2</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⓪">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨②">dataType</a>.</p>
          <li data-md>
-          <p>Set <var>desc2</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑥">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑨">list</a> « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+          <p>Set <var>desc2</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑤">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑧">list</a> « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
         </ol>
       </ol>
      <li data-md>
@@ -5829,16 +5776,16 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators③③">operator</a> for the LSTM operation, given <var>weight</var>, <var>recurrentWeight</var>, <var>steps</var>, <var>hiddenSize</var> and <var>options</var>.</p>
        <li data-md>
-        <p>Let <var>output0</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑦">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑥">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output0</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑥">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦④">this</a> and <var>desc</var>.</p>
        <li data-md>
-        <p>Let <var>output1</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑧">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑦">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output1</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑦">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑤">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-returnsequence" id="ref-for-dom-mllstmoptions-returnsequence③">returnSequence</a></code> is true:</p>
         <ol>
          <li data-md>
-          <p>Let <var>output2</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑨">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑧">this</a> and <var>desc2</var>.</p>
+          <p>Let <var>output2</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑧">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑥">this</a> and <var>desc2</var>.</p>
          <li data-md>
-          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⓪">list</a> « <var>output0</var>, <var>output1</var>, <var>output2</var> ».</p>
+          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑨">list</a> « <var>output0</var>, <var>output1</var>, <var>output2</var> ».</p>
          <li data-md>
           <p>Set <var>output0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot②⑦">[[operator]]</a></code>, <var>output1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot②⑧">[[operator]]</a></code> and <var>output2</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot②⑨">[[operator]]</a></code> to <var>operator</var>.</p>
         </ol>
@@ -5846,7 +5793,7 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
         <p>Otherwise:</p>
         <ol>
          <li data-md>
-          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③①">list</a> « <var>output0</var>, <var>output1</var> ».</p>
+          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⓪">list</a> « <var>output0</var>, <var>output1</var> ».</p>
          <li data-md>
           <p>Set <var>output0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot③⓪">[[operator]]</a></code> and <var>output1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot③①">[[operator]]</a></code> to <var>operator</var>.</p>
         </ol>
@@ -5955,32 +5902,32 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
    <h4 class="heading settled" data-level="7.8.29" id="api-mlgraphbuilder-lstmcell"><span class="secno">7.8.29. </span><span class="content">lstmCell</span><a class="self-link" href="#api-mlgraphbuilder-lstmcell"></a></h4>
     A single time step of the Long Short-Term Memory <a data-link-type="biblio" href="#biblio-lstm" title="Long Short-Term Memory">[LSTM]</a> recurrent network using a cell state, an input, output, and forget gate to compute the cell state and the hidden state of the next time step that rolls into the output across the temporal sequence of the network. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mllstmcelloptions"><code><c- g>MLLstmCellOptions</c-></code></dfn> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias"><c- g>bias</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias"><c- g>recurrentBias</c-></a>;
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight"><c- g>peepholeWeight</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias"><c- g>bias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias"><c- g>recurrentBias</c-></a>;
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="dict-member" data-type="MLOperand " href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight"><c- g>peepholeWeight</c-></a>;
   <a data-link-type="idl-name" href="#enumdef-mllstmweightlayout" id="ref-for-enumdef-mllstmweightlayout②"><c- n>MLLstmWeightLayout</c-></a> <a class="idl-code" data-default="&quot;iofg&quot;" data-link-type="dict-member" data-type="MLLstmWeightLayout " href="#dom-mllstmcelloptions-layout" id="ref-for-dom-mllstmcelloptions-layout"><c- g>layout</c-></a> = "iofg";
   <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence①⑨"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation③⑨"><c- n>MLActivation</c-></a>> <a class="idl-code" data-link-type="dict-member" data-type="sequence<MLActivation> " href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations"><c- g>activations</c-></a>;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder④⑥"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②⓪"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧①"><c- n>MLOperand</c-></a>> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-lstmcell" id="ref-for-dom-mlgraphbuilder-lstmcell"><c- g>lstmCell</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input"></a></dfn>,
-                               <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight"><code><c- g>weight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight"></a></dfn>,
-                               <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight"><code><c- g>recurrentWeight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight"></a></dfn>,
-                               <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate"><code><c- g>hiddenState</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate"></a></dfn>,
-                               <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate"><code><c- g>cellState</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate"></a></dfn>,
+  <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②⓪"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑦⑨"><c- n>MLOperand</c-></a>> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-lstmcell" id="ref-for-dom-mlgraphbuilder-lstmcell"><c- g>lstmCell</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input"></a></dfn>,
+                               <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight"><code><c- g>weight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight"></a></dfn>,
+                               <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight"><code><c- g>recurrentWeight</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight"></a></dfn>,
+                               <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate"><code><c- g>hiddenState</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate"></a></dfn>,
+                               <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate"><code><c- g>cellState</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate"></a></dfn>,
                                [<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange②②"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long③⑥"><c- b>unsigned</c-> <c- b>long</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddensize"><code><c- g>hiddenSize</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddensize"></a></dfn>,
                                <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mllstmcelloptions" id="ref-for-dictdef-mllstmcelloptions"><c- n>MLLstmCellOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options), MLGraphBuilder/lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mllstmcelloptions" id="ref-for-dictdef-mllstmcelloptions①">MLLstmCellOptions</a></code> has the following members:</p>
    <dl>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmCellOptions" data-dfn-type="dict-member" data-export id="dom-mllstmcelloptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧⑦">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmCellOptions" data-dfn-type="dict-member" data-export id="dom-mllstmcelloptions-bias"><code>bias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧⑤">MLOperand</a></span>
     <dd data-md>
      <p>The 1-D input bias tensor of shape [4 * hiddenSize]. The ordering of the bias vectors in the first dimension of the tensor shape is specified according to the <code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-layout" id="ref-for-dom-mllstmcelloptions-layout①">layout</a></code> argument.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmCellOptions" data-dfn-type="dict-member" data-export id="dom-mllstmcelloptions-recurrentbias"><code>recurrentBias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧⑧">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmCellOptions" data-dfn-type="dict-member" data-export id="dom-mllstmcelloptions-recurrentbias"><code>recurrentBias</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧⑥">MLOperand</a></span>
     <dd data-md>
      <p>The 1-D recurrent bias tensor of shape [4 * hiddenSize]. The ordering of the bias vectors in the first dimension of the tensor shape is specified according to the <code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-layout" id="ref-for-dom-mllstmcelloptions-layout②">layout</a></code> argument.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmCellOptions" data-dfn-type="dict-member" data-export id="dom-mllstmcelloptions-peepholeweight"><code>peepholeWeight</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧⑨">MLOperand</a></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmCellOptions" data-dfn-type="dict-member" data-export id="dom-mllstmcelloptions-peepholeweight"><code>peepholeWeight</code></dfn>, <span> of type <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑧⑦">MLOperand</a></span>
     <dd data-md>
      <p>The 1-D weight tensor for peepholes of shape [3 * hiddenSize]. The pack ordering of the weight vectors is for the <code>input (i)</code>, <code>output (o)</code>, and <code>forget (f)</code> gate, respectively.</p>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmCellOptions" data-dfn-type="dict-member" data-export id="dom-mllstmcelloptions-layout"><code>layout</code></dfn>, <span> of type <a data-link-type="idl-name" href="#enumdef-mllstmweightlayout" id="ref-for-enumdef-mllstmweightlayout③">MLLstmWeightLayout</a>, defaulting to <code>"iofg"</code></span>
@@ -5994,90 +5941,90 @@ <h4 class="heading settled" data-level="7.8.29" id="api-mlgraphbuilder-lstmcell"
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨⓪">MLOperand</a></code>. The input 2-D tensor of shape [batchSize, inputSize].</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑧⑧">MLOperand</a></code>. The input 2-D tensor of shape [batchSize, inputSize].</p>
      <li data-md>
-      <p><em>weight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨①">MLOperand</a></code>. The 2-D input weight tensor of shape [4 * hiddenSize, inputSize]. The ordering of the weight vectors in the first dimension of the tensor shape is specified according to the <em>options.layout</em> argument.</p>
+      <p><em>weight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑧⑨">MLOperand</a></code>. The 2-D input weight tensor of shape [4 * hiddenSize, inputSize]. The ordering of the weight vectors in the first dimension of the tensor shape is specified according to the <em>options.layout</em> argument.</p>
      <li data-md>
-      <p><em>recurrentWeight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨②">MLOperand</a></code>. The 2-D recurrent weight tensor of shape [4 * hiddenSize, hiddenSize]. The ordering of the weight vectors in the first dimension of the tensor shape is specified according to the <em>options.layout</em> argument.</p>
+      <p><em>recurrentWeight</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨⓪">MLOperand</a></code>. The 2-D recurrent weight tensor of shape [4 * hiddenSize, hiddenSize]. The ordering of the weight vectors in the first dimension of the tensor shape is specified according to the <em>options.layout</em> argument.</p>
      <li data-md>
-      <p><em>hiddenState</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨③">MLOperand</a></code>. The 2-D input hidden state tensor of shape [batchSize, hiddenSize].</p>
+      <p><em>hiddenState</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨①">MLOperand</a></code>. The 2-D input hidden state tensor of shape [batchSize, hiddenSize].</p>
      <li data-md>
-      <p><em>cellState</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨④">MLOperand</a></code>. The 2-D input cell state tensor of shape [batchSize, hiddenSize].</p>
+      <p><em>cellState</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨②">MLOperand</a></code>. The 2-D input cell state tensor of shape [batchSize, hiddenSize].</p>
      <li data-md>
       <p><em>hiddenSize</em>: an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long③⑦">unsigned long</a></code> scalar. The value of the second dimension of the output tensor shape. It indicates the number of features in the hidden state.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mllstmcelloptions" id="ref-for-dictdef-mllstmcelloptions②">MLLstmCellOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> a sequence of <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨⑤">MLOperand</a></code>. The first element of the sequence is the output hidden state of the current time step of the recurrent network. The following element is the output cell state. Both elements are 2-D tensors of shape [batchSize, hiddenSize].</p>
+    <p><strong>Returns:</strong> a sequence of <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨③">MLOperand</a></code>. The first element of the sequence is the output hidden state of the current time step of the recurrent network. The following element is the output cell state. Both elements are 2-D tensors of shape [batchSize, hiddenSize].</p>
    </div>
    <details class="algorithm" data-algorithm="lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options)|lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" id="dom-mlgraphbuilder-lstmcell"><code>lstmCell(<var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>cellState</var>, <var>hiddenSize</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑨">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>cellState</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑤">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑥">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight①">peepholeWeight</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑦">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨①">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑦">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>cellState</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑤">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑥">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight①">peepholeWeight</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑦">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑧">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation⑥">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⓪">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①②">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨②">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑧">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation⑥">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑧">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①②">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑨">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑦">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨③">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑧">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑦">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑨">rank</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var> or <var>cellState</var> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨④">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑨">rank</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var> or <var>cellState</var> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨④">dataType</a> of any of <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var> or <var>cellState</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑤">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨④">dataType</a> of any of <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var> or <var>cellState</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨④">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>batchSize</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑤">shape</a>[0].</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑨">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑤">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⓪">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⓪">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑥">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑥">shape</a>[0] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑧">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑥">shape</a>[0] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑦">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias②">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪⓪">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑧">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤①">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤①">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑨">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑦">shape</a>[0] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑦">shape</a>[0] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⓪">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight②">peepholeWeight</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪①">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤②">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤②">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪②">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑧">shape</a>[0] is not 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪④">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑧">shape</a>[0] is not 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪③">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪②">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑥">size</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑤">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑥">size</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪④">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑤">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③④">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑦">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③②">list</a> « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑥">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③①">list</a> « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②③">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪②">dataType</a>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②①">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪②">dataType</a>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations③">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪③">exists</a>, and running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑦">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①③">item</a> in it with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑥">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations③">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪③">exists</a>, and running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑦">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①③">item</a> in it with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑤">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output0</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②⓪">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧①">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output0</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑨">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑨">this</a> and <var>desc</var>.</p>
        <li data-md>
-        <p>Let <var>output1</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②①">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧②">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output1</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②⓪">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⓪">this</a> and <var>desc</var>.</p>
        <li data-md>
-        <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③③">list</a> « <var>output0</var>, <var>output1</var> ».</p>
+        <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③②">list</a> « <var>output0</var>, <var>output1</var> ».</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators③④">operator</a> for the LSTM cell operation, given <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>cellState</var>, <var>hiddenSize</var> and <var>options</var>.</p>
        <li data-md>
@@ -6215,18 +6162,18 @@ <h4 class="heading settled" data-level="7.8.29" id="api-mlgraphbuilder-lstmcell"
    <h4 class="heading settled" data-level="7.8.30" id="api-mlgraphbuilder-matmul"><span class="secno">7.8.30. </span><span class="content">matmul</span><a class="self-link" href="#api-mlgraphbuilder-matmul"></a></h4>
     Compute the matrix product of two input tensors. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder④⑦"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑨⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-matmul" id="ref-for-dom-mlgraphbuilder-matmul"><c- g>matmul</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑨⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/matmul(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-matmul-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-matmul-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑨⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/matmul(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-matmul-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-matmul-a-b-b"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑨④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-matmul" id="ref-for-dom-mlgraphbuilder-matmul"><c- g>matmul</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑨⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/matmul(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-matmul-a-b-a"><code><c- g>a</c-></code><a class="self-link" href="#dom-mlgraphbuilder-matmul-a-b-a"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②⑨⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/matmul(a, b)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-matmul-a-b-b"><code><c- g>b</c-></code><a class="self-link" href="#dom-mlgraphbuilder-matmul-a-b-b"></a></dfn>);
 };
 </pre>
    <div>
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>a</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨⑨">MLOperand</a></code>. The first input tensor which is at least 2-D.</p>
+      <p><em>a</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨⑦">MLOperand</a></code>. The first input tensor which is at least 2-D.</p>
      <li data-md>
-      <p><em>b</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪⓪">MLOperand</a></code>. The second input tensor which is at least 2-D.</p>
+      <p><em>b</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨⑧">MLOperand</a></code>. The second input tensor which is at least 2-D.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪①">MLOperand</a></code>. The output tensor that contains the matrix
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨⑨">MLOperand</a></code>. The output tensor that contains the matrix
     product of two input tensors.</p>
    </div>
    <div>
@@ -6240,7 +6187,7 @@ <h4 class="heading settled" data-level="7.8.30" id="api-mlgraphbuilder-matmul"><
     </ul>
    </div>
    <details class="algorithm" data-algorithm="calculate matmul output sizes" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-matmul-output-sizes">calculate matmul output sizes</dfn>, given <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪②">MLOperand</a></code> <var>a</var> and <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪③">MLOperand</a></code> <var>b</var> run the following steps: </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-matmul-output-sizes">calculate matmul output sizes</dfn>, given <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪⓪">MLOperand</a></code> <var>a</var> and <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪①">MLOperand</a></code> <var>b</var> run the following steps: </summary>
     <ol>
      <li data-md>
       <p>Let <var>shapeA</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone③">clone</a> of <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑨">shape</a></p>
@@ -6251,7 +6198,7 @@ <h4 class="heading settled" data-level="7.8.30" id="api-mlgraphbuilder-matmul"><
      <li data-md>
       <p>Let <var>rankB</var> be <var>b</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑤">rank</a>.</p>
      <li data-md>
-      <p>If either <var>rankA</var> or <var>rankB</var> is less than 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑦">TypeError</a></code>.</p>
+      <p>If either <var>rankA</var> or <var>rankB</var> is less than 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑥">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>colsA</var> be <var>shapeA</var>[<var>rankA</var> - 1].</p>
      <li data-md>
@@ -6261,13 +6208,13 @@ <h4 class="heading settled" data-level="7.8.30" id="api-mlgraphbuilder-matmul"><
      <li data-md>
       <p>Let <var>rowsB</var> be <var>shapeB</var>[<var>rankB</var> - 2].</p>
      <li data-md>
-      <p>If <var>colsA</var> is not equal to <var>rowsB</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑧">TypeError</a></code>.</p>
+      <p>If <var>colsA</var> is not equal to <var>rowsB</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑦">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>batchShapeA</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone⑤">clone</a> of <var>shapeA</var> with the spatial dimensions (last 2 items) <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-remove" id="ref-for-list-remove">removed</a>.</p>
      <li data-md>
       <p>Let <var>batchShapeB</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone⑥">clone</a> of <var>shapeB</var> with the spatial dimensions (last 2 items) <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-remove" id="ref-for-list-remove①">removed</a>.</p>
      <li data-md>
-      <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes②">bidirectionally broadcasting the shapes</a> <var>batchShapeA</var> and <var>batchShapeB</var>. If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑨">TypeError</a></code>.</p>
+      <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes②">bidirectionally broadcasting the shapes</a> <var>batchShapeA</var> and <var>batchShapeB</var>. If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑧">TypeError</a></code>.</p>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-append" id="ref-for-list-append">Append</a> « <var>rowsA</var>, <var>colsB</var> » to <var>outputShape</var>.</p>
      <li data-md>
@@ -6278,24 +6225,24 @@ <h4 class="heading settled" data-level="7.8.30" id="api-mlgraphbuilder-matmul"><
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-matmul"><code>matmul(<var>a</var>, <var>b</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧③">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⓪">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧①">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⓪">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑧">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①①">TypeError</a></code>.</p>
+      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑨">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑧">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪④">dataType</a> is not equal to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①②">TypeError</a></code>.</p>
+      <p>If <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪④">dataType</a> is not equal to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①①">TypeError</a></code>.</p>
      <li data-md>
-      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑥">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑤">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑧">dimensions</a></code> to the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-matmul-output-sizes" id="ref-for-mlgraphbuilder-calculate-matmul-output-sizes">calculating matmul output sizes</a> given <var>a</var> and <var>b</var>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑦">dimensions</a></code> to the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-matmul-output-sizes" id="ref-for-mlgraphbuilder-calculate-matmul-output-sizes">calculating matmul output sizes</a> given <var>a</var> and <var>b</var>.</p>
      <li data-md>
-      <p>If that throws an error, re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑨">throw</a> the error.</p>
+      <p>If that throws an error, re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑧">throw</a> the error.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②④">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑥">dataType</a>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②②">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑥">dataType</a>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②②">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧④">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②①">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧②">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators③⑤">operator</a> for the matrix multiplication operation.</p>
        <li data-md>
@@ -6320,11 +6267,11 @@ <h4 class="heading settled" data-level="7.8.31" id="api-mlgraphbuilder-pad"><spa
 
 <c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mlpadoptions"><code><c- g>MLPadOptions</c-></code></dfn> {
   <a data-link-type="idl-name" href="#enumdef-mlpaddingmode" id="ref-for-enumdef-mlpaddingmode"><c- n>MLPaddingMode</c-></a> <a class="idl-code" data-default="&quot;constant&quot;" data-link-type="dict-member" data-type="MLPaddingMode " href="#dom-mlpadoptions-mode" id="ref-for-dom-mlpadoptions-mode"><c- g>mode</c-></a> = "constant";
-  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float③⓪"><c- b>float</c-></a> <a class="idl-code" data-default="0" data-link-type="dict-member" data-type="float " href="#dom-mlpadoptions-value" id="ref-for-dom-mlpadoptions-value"><c- g>value</c-></a> = 0;
+  <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⑦"><c- b>float</c-></a> <a class="idl-code" data-default="0" data-link-type="dict-member" data-type="float " href="#dom-mlpadoptions-value" id="ref-for-dom-mlpadoptions-value"><c- g>value</c-></a> = 0;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder④⑧"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⓪④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-pad" id="ref-for-dom-mlgraphbuilder-pad"><c- g>pad</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⓪⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/pad(input, beginningPadding, endingPadding, options), MLGraphBuilder/pad(input, beginningPadding, endingPadding)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input"></a></dfn>,
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⓪②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-pad" id="ref-for-dom-mlgraphbuilder-pad"><c- g>pad</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⓪③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/pad(input, beginningPadding, endingPadding, options), MLGraphBuilder/pad(input, beginningPadding, endingPadding)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input"></a></dfn>,
                 <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②①"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange②③"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long③⑧"><c- b>unsigned</c-> <c- b>long</c-></a>> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/pad(input, beginningPadding, endingPadding, options), MLGraphBuilder/pad(input, beginningPadding, endingPadding)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-beginningpadding"><code><c- g>beginningPadding</c-></code><a class="self-link" href="#dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-beginningpadding"></a></dfn>,
                 <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②②"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange②④"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long③⑨"><c- b>unsigned</c-> <c- b>long</c-></a>> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/pad(input, beginningPadding, endingPadding, options), MLGraphBuilder/pad(input, beginningPadding, endingPadding)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-endingpadding"><code><c- g>endingPadding</c-></code><a class="self-link" href="#dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-endingpadding"></a></dfn>,
                 <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlpadoptions" id="ref-for-dictdef-mlpadoptions"><c- n>MLPadOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/pad(input, beginningPadding, endingPadding, options), MLGraphBuilder/pad(input, beginningPadding, endingPadding)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-options"></a></dfn> = {});
@@ -6335,7 +6282,7 @@ <h4 class="heading settled" data-level="7.8.31" id="api-mlgraphbuilder-pad"><spa
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLPadOptions" data-dfn-type="dict-member" data-export id="dom-mlpadoptions-mode"><code>mode</code></dfn>, <span> of type <a data-link-type="idl-name" href="#enumdef-mlpaddingmode" id="ref-for-enumdef-mlpaddingmode①">MLPaddingMode</a>, defaulting to <code>"constant"</code></span>
     <dd data-md>
      <p>The different ways to pad the tensor.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLPadOptions" data-dfn-type="dict-member" data-export id="dom-mlpadoptions-value"><code>value</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float③①">float</a>, defaulting to <code>0</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLPadOptions" data-dfn-type="dict-member" data-export id="dom-mlpadoptions-value"><code>value</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⑧">float</a>, defaulting to <code>0</code></span>
     <dd data-md>
      <p>The padding value when <code class="idl"><a data-link-type="idl" href="#dom-mlpadoptions-mode" id="ref-for-dom-mlpadoptions-mode①">mode</a></code> is set to <code class="idl"><a data-link-type="idl" href="#dom-mlpaddingmode-constant" id="ref-for-dom-mlpaddingmode-constant">"constant"</a></code>.</p>
    </dl>
@@ -6343,7 +6290,7 @@ <h4 class="heading settled" data-level="7.8.31" id="api-mlgraphbuilder-pad"><spa
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪⑥">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪④">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
       <p><em>beginningPadding</em>: a sequence of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long④⓪">unsigned long</a></code>. The sequence of unsigned integer values indicating the number of padding values to add at the beginning of each input dimension, of length <em>N</em> where <em>N</em> is the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑥">rank</a> of the input tensor. For each dimension <em>d</em> of <em>input</em>, <em>beginningPadding[d]</em> indicates how many values to add before the content in that dimension.</p>
      <li data-md>
@@ -6351,7 +6298,7 @@ <h4 class="heading settled" data-level="7.8.31" id="api-mlgraphbuilder-pad"><spa
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlpadoptions" id="ref-for-dictdef-mlpadoptions②">MLPadOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪⑦">MLOperand</a></code>. The padded output tensor. Each dimension of the output tensor can be calculated as follow:</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪⑤">MLOperand</a></code>. The padded output tensor. Each dimension of the output tensor can be calculated as follow:</p>
     <p><em>output size = beginning padding + input size + ending padding</em></p>
    </div>
    <details class="algorithm" data-algorithm="calculate padding output sizes" data-algorithm-for="MLGraphBuilder" open>
@@ -6360,7 +6307,7 @@ <h4 class="heading settled" data-level="7.8.31" id="api-mlgraphbuilder-pad"><spa
      <li data-md>
       <p>Let <var>shape</var> be a copy of <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥①">shape</a>.</p>
      <li data-md>
-      <p>For <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑦">the range</a> 0 to <var>shape</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑧">rank</a>, exclusive:</p>
+      <p>For <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑥">the range</a> 0 to <var>shape</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑧">rank</a>, exclusive:</p>
       <ol>
        <li data-md>
         <p>Add to <var>shape</var>[<var>index</var>] the value of <var>beginningPadding</var>[<var>index</var>].</p>
@@ -6375,22 +6322,22 @@ <h4 class="heading settled" data-level="7.8.31" id="api-mlgraphbuilder-pad"><spa
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="pad(input, beginningPadding, endingPadding, options)|pad(input, beginningPadding, endingPadding)" id="dom-mlgraphbuilder-pad"><code>pad(<var>input</var>, <var>beginningPadding</var>, <var>endingPadding</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑤">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①③">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧③">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>beginningPadding</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑦">size</a> and <var>endingPadding</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑧">size</a> are not both equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑨">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥①">throw</a> a "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①④">TypeError</a></code>".</p>
+      <p>If <var>beginningPadding</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑦">size</a> and <var>endingPadding</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑧">size</a> are not both equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑨">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⓪">throw</a> a "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①③">TypeError</a></code>".</p>
      <li data-md>
       <p>Let <var>desc</var> be a copy of <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot⑨">[[descriptor]]</a></code>.</p>
      <li data-md>
       <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-padding-output-sizes" id="ref-for-mlgraphbuilder-calculate-padding-output-sizes">calculating padding output sizes</a> given <var>input</var>, <var>beginningPadding</var> and <var>endingPadding</var>.</p>
      <li data-md>
-      <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑤">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑤">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑤">TypeError</a></code>.</p>
+      <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑤">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension④">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①④">TypeError</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑨">dimensions</a></code> to <var>outputShape</var>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑧">dimensions</a></code> to <var>outputShape</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②③">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑥">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②②">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧④">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators③⑥">operator</a> for the padding operation, given <var>beginningPadding</var>, <var>endingPadding</var> and <var>options</var>.</p>
        <li data-md>
@@ -6463,9 +6410,9 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder④⑨"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⓪⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-averagepool2d" id="ref-for-dom-mlgraphbuilder-averagepool2d"><c- g>averagePool2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⓪⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/averagePool2d(input, options), MLGraphBuilder/averagePool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-averagepool2d-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-averagepool2d-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions"><c- n>MLPool2dOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/averagePool2d(input, options), MLGraphBuilder/averagePool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-averagepool2d-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-averagepool2d-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-l2pool2d" id="ref-for-dom-mlgraphbuilder-l2pool2d"><c- g>l2Pool2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/l2Pool2d(input, options), MLGraphBuilder/l2Pool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-l2pool2d-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-l2pool2d-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions①"><c- n>MLPool2dOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/l2Pool2d(input, options), MLGraphBuilder/l2Pool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-l2pool2d-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-l2pool2d-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-maxpool2d" id="ref-for-dom-mlgraphbuilder-maxpool2d"><c- g>maxPool2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①③"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/maxPool2d(input, options), MLGraphBuilder/maxPool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-maxpool2d-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-maxpool2d-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions②"><c- n>MLPool2dOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/maxPool2d(input, options), MLGraphBuilder/maxPool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-maxpool2d-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-maxpool2d-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⓪⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-averagepool2d" id="ref-for-dom-mlgraphbuilder-averagepool2d"><c- g>averagePool2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⓪⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/averagePool2d(input, options), MLGraphBuilder/averagePool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-averagepool2d-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-averagepool2d-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions"><c- n>MLPool2dOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/averagePool2d(input, options), MLGraphBuilder/averagePool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-averagepool2d-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-averagepool2d-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⓪⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-l2pool2d" id="ref-for-dom-mlgraphbuilder-l2pool2d"><c- g>l2Pool2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⓪⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/l2Pool2d(input, options), MLGraphBuilder/l2Pool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-l2pool2d-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-l2pool2d-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions①"><c- n>MLPool2dOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/l2Pool2d(input, options), MLGraphBuilder/l2Pool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-l2pool2d-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-l2pool2d-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-maxpool2d" id="ref-for-dom-mlgraphbuilder-maxpool2d"><c- g>maxPool2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/maxPool2d(input, options), MLGraphBuilder/maxPool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-maxpool2d-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-maxpool2d-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions②"><c- n>MLPool2dOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/maxPool2d(input, options), MLGraphBuilder/maxPool2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-maxpool2d-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-maxpool2d-input-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions③">MLPool2dOptions</a></code> has the following members:</p>
@@ -6523,12 +6470,12 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③①④">MLOperand</a></code>. The input 4-D tensor. The logical shape
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③①②">MLOperand</a></code>. The input 4-D tensor. The logical shape
 is interpreted according to the value of <em>options.layout</em>.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions④">MLPool2dOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③①⑤">MLOperand</a></code>. The output 4-D tensor that contains the
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③①③">MLOperand</a></code>. The output 4-D tensor that contains the
     result of the reduction. The logical shape is interpreted according to the
     value of <em>layout</em>. More specifically, if the <em>options.roundingType</em> is <code class="idl"><a data-link-type="idl" href="#dom-mlroundingtype-floor" id="ref-for-dom-mlroundingtype-floor">"floor"</a></code>, the spatial dimensions of the output tensor can be calculated as follow:</p>
     <p><em>output size = floor(1 + (input size - filter size + beginning padding + ending padding) / stride)</em></p>
@@ -6542,7 +6489,7 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
 </pre>
    </div>
    <details class="algorithm" data-algorithm="calculate pool2d output sizes" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-pool2d-output-sizes">calculate pool2d output sizes</dfn> given <code class="idl"><a data-link-type="idl" href="#enumdef-mlinputoperandlayout" id="ref-for-enumdef-mlinputoperandlayout⑧">MLInputOperandLayout</a></code> <var>layout</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③④">list</a> of 4 unsigned integers <var>inputShape</var>, <code class="idl"><a data-link-type="idl" href="#enumdef-mlroundingtype" id="ref-for-enumdef-mlroundingtype②">MLRoundingType</a></code> <var>roundingType</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑤">list</a> of 2 unsigned integers <var>windowDimensions</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑥">list</a> of 4 unsigned integers <var>padding</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑦">list</a> of 2 unsigned integers <var>strides</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑧">list</a> of 2 unsigned integers <var>dilations</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑨">list</a> of 2 unsigned integers <var>outputSizes</var>, perform these steps. They return a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⓪">list</a> of 4 unsigned integers. </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-pool2d-output-sizes">calculate pool2d output sizes</dfn> given <code class="idl"><a data-link-type="idl" href="#enumdef-mlinputoperandlayout" id="ref-for-enumdef-mlinputoperandlayout⑧">MLInputOperandLayout</a></code> <var>layout</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③③">list</a> of 4 unsigned integers <var>inputShape</var>, <code class="idl"><a data-link-type="idl" href="#enumdef-mlroundingtype" id="ref-for-enumdef-mlroundingtype②">MLRoundingType</a></code> <var>roundingType</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③④">list</a> of 2 unsigned integers <var>windowDimensions</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑤">list</a> of 4 unsigned integers <var>padding</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑥">list</a> of 2 unsigned integers <var>strides</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑦">list</a> of 2 unsigned integers <var>dilations</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑧">list</a> of 2 unsigned integers <var>outputSizes</var>, perform these steps. They return a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑨">list</a> of 4 unsigned integers. </summary>
     <ol>
      <li data-md>
       <p>Switch on <var>layout</var>:</p>
@@ -6623,57 +6570,57 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
     </ol>
    </details>
    <details class="algorithm" data-algorithm="pooling-op" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="pooling-op" data-noexport id="mlgraphbuilder-pooling-op">create pooling operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑧">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③①⑥">MLOperand</a></code> <var>input</var>, <code class="idl"><a data-link-type="idl" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions⑤">MLPool2dOptions</a></code> <var>options</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④①">list</a> <var>allowedDataTypes</var>, run the following steps: </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="pooling-op" data-noexport id="mlgraphbuilder-pooling-op">create pooling operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑧">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③①④">MLOperand</a></code> <var>input</var>, <code class="idl"><a data-link-type="idl" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions⑤">MLPool2dOptions</a></code> <var>options</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⓪">list</a> <var>allowedDataTypes</var>, run the following steps: </summary>
     <ol>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#assert" id="ref-for-assert④">Assert</a>: <var>op</var> is one of "averagePool2d", "l2Pool2d", "maxPool2d".</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑥">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑤">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>allowedDataTypes</var> is given and it does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain①">contain</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑦">TypeError</a></code>.</p>
+      <p>If <var>allowedDataTypes</var> is given and it does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain①">contain</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⓪">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑧">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⓪">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-windowdimensions" id="ref-for-dom-mlpool2doptions-windowdimensions①">windowDimensions</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪⑧">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑨">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑨">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-windowdimensions" id="ref-for-dom-mlpool2doptions-windowdimensions①">windowDimensions</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪⑧">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑨">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑧">TypeError</a></code>.</p>
      <li data-md>
       <p>Otherwise, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-windowdimensions" id="ref-for-dom-mlpool2doptions-windowdimensions②">windowDimensions</a></code> to the height and width dimensions of the shape of <var>input</var>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-outputsizes" id="ref-for-dom-mlpool2doptions-outputsizes①">outputSizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪⑨">exists</a>, or if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding①">padding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⓪">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding②">padding</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④②">list</a> « 0, 0, 0, 0 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-outputsizes" id="ref-for-dom-mlpool2doptions-outputsizes①">outputSizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪⑨">exists</a>, or if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding①">padding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⓪">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding②">padding</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④①">list</a> « 0, 0, 0, 0 ».</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding③">padding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⓪">size</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⓪">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding③">padding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⓪">size</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides①">strides</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①①">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides②">strides</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④③">list</a> « 1, 1 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides①">strides</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①①">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides②">strides</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④②">list</a> « 1, 1 ».</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides③">strides</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③①">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②①">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides③">strides</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③①">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If any value in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides④">strides</a></code> is not greater than 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②②">TypeError</a></code>.</p>
+      <p>If any value in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides④">strides</a></code> is not greater than 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②①">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-outputsizes" id="ref-for-dom-mlpool2doptions-outputsizes②">outputSizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①②">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③②">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③②">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②②">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its elements are not smaller than the elements at the same dimension (index) for <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides⑤">strides</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②④">TypeError</a></code>.</p>
+        <p>If its elements are not smaller than the elements at the same dimension (index) for <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides⑤">strides</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②③">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations①">dilations</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①③">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations②">dilations</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④④">list</a> « 1, 1 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations①">dilations</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①③">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations②">dilations</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④③">list</a> « 1, 1 ».</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations③">dilations</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③③">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑤">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations③">dilations</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③③">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If any value in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations④">dilations</a></code> is not greater than 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑥">TypeError</a></code>.</p>
+      <p>If any value in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations④">dilations</a></code> is not greater than 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑤">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>desc</var> be a copy of <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot①⓪">[[descriptor]]</a></code>.</p>
      <li data-md>
       <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-pool2d-output-sizes" id="ref-for-mlgraphbuilder-calculate-pool2d-output-sizes">calculating pool2d output sizes</a> given <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-layout" id="ref-for-dom-mlpool2doptions-layout①">layout</a></code>, <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥②">shape</a>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-roundingtype" id="ref-for-dom-mlpool2doptions-roundingtype②">roundingType</a></code>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-windowdimensions" id="ref-for-dom-mlpool2doptions-windowdimensions③">windowDimensions</a></code>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding④">padding</a></code>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides⑥">strides</a></code>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations⑤">dilations</a></code>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-outputsizes" id="ref-for-dom-mlpool2doptions-outputsizes③">outputSizes</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①④">exists</a>).</p>
      <li data-md>
-      <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑥">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑥">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑦">TypeError</a></code>.</p>
+      <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑥">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑤">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③⓪">dimensions</a></code> to <var>outputShape</var>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑨">dimensions</a></code> to <var>outputShape</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②④">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑧">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②③">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑥">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators③⑦">operator</a> for the <var>op</var> pooling operation, given <var>options</var>.</p>
        <li data-md>
@@ -6693,10 +6640,10 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="averagePool2d(input, options)|averagePool2d(input)" id="dom-mlgraphbuilder-averagepool2d"><code>averagePool2d(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-pooling-op" id="ref-for-mlgraphbuilder-pooling-op"> create pooling operation</a> given "averagePool2d", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③①">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑨">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-pooling-op" id="ref-for-mlgraphbuilder-pooling-op"> create pooling operation</a> given "averagePool2d", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⓪">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑨">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑥">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑤">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6706,10 +6653,10 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="l2Pool2d(input, options)|l2Pool2d(input)" id="dom-mlgraphbuilder-l2pool2d"><code>l2Pool2d(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-pooling-op" id="ref-for-mlgraphbuilder-pooling-op①"> create pooling operation</a> given "l2Pool2d", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③②">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⓪">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-pooling-op" id="ref-for-mlgraphbuilder-pooling-op①"> create pooling operation</a> given "l2Pool2d", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③①">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⓪">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑧">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑦">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6722,7 +6669,7 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-pooling-op" id="ref-for-mlgraphbuilder-pooling-op②"> create pooling operation</a> given "maxPool2d", <var>input</var> and <var>options</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⓪">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑨">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6738,45 +6685,45 @@ <h5 class="heading settled" data-level="7.8.32.3" id="api-mlgraphbuilder-pool2d-
    <h4 class="heading settled" data-level="7.8.33" id="api-mlgraphbuilder-prelu"><span class="secno">7.8.33. </span><span class="content">prelu</span><a class="self-link" href="#api-mlgraphbuilder-prelu"></a></h4>
     Calculate the <a href="https://en.wikipedia.org/wiki/Rectifier_(neural_networks)#Parametric_ReLU">parametric version of rectified linear function (Parametric ReLU)</a> on the input tensor element-wise. Parametric ReLU is a type of leaky ReLU that, instead of having a scalar slope like 0.01, making the slope (coefficient of leakage) into a parameter that is learned during the model training phase of this operation. The calculation follows the expression <code>max(0, x) + slope * min(0, x)</code>. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑤⓪"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-prelu" id="ref-for-dom-mlgraphbuilder-prelu"><c- g>prelu</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/prelu(input, slope)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-prelu-input-slope-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-prelu-input-slope-input"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/prelu(input, slope)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-prelu-input-slope-slope"><code><c- g>slope</c-></code><a class="self-link" href="#dom-mlgraphbuilder-prelu-input-slope-slope"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-prelu" id="ref-for-dom-mlgraphbuilder-prelu"><c- g>prelu</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/prelu(input, slope)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-prelu-input-slope-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-prelu-input-slope-input"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③①⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/prelu(input, slope)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-prelu-input-slope-slope"><code><c- g>slope</c-></code><a class="self-link" href="#dom-mlgraphbuilder-prelu-input-slope-slope"></a></dfn>);
 };
 </pre>
    <div>
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③②⓪">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③①⑧">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
-      <p><em>slope</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③②①">MLOperand</a></code>. The slope tensor. Its shape is either the same as, or <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable③">unidirectionally broadcastable</a> to the shape of input tensor <em>input</em>.</p>
+      <p><em>slope</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③①⑨">MLOperand</a></code>. The slope tensor. Its shape is either the same as, or <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable③">unidirectionally broadcastable</a> to the shape of input tensor <em>input</em>.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③②②">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③②⓪">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="prelu(input, slope)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-prelu"><code>prelu(<var>input</var>, <var>slope</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑧">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑧">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③③">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③①">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32②">"int32"</a></code>, or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8④">"int8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑨">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑧">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③②">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③①">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32②">"int32"</a></code>, or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8③">"int8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑦">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑥">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⑤">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑨">dataType</a>.</p>
+      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②③">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑨">dataType</a>.</p>
      <li data-md>
-      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③①">dimensions</a></code> to the result of <a data-link-type="dfn" href="#unidirectionally-broadcasting-the-shapes" id="ref-for-unidirectionally-broadcasting-the-shapes①">unidirectionally broadcasting the shapes</a> <var>slope</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥③">shape</a> and <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥④">shape</a>.</p>
+      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③⓪">dimensions</a></code> to the result of <a data-link-type="dfn" href="#unidirectionally-broadcasting-the-shapes" id="ref-for-unidirectionally-broadcasting-the-shapes①">unidirectionally broadcasting the shapes</a> <var>slope</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥③">shape</a> and <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥④">shape</a>.</p>
       <ol>
        <li data-md>
-        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⓪">TypeError</a></code>.</p>
+        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑨">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②⑤">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⓪">this</a> and <var>descriptor</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②④">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑧">this</a> and <var>descriptor</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators③⑧">operator</a> for the PReLU operation, given <var>slope</var>.</p>
        <li data-md>
@@ -6806,16 +6753,16 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑤①"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducel1" id="ref-for-dom-mlgraphbuilder-reducel1"><c- g>reduceL1</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceL1(input, options), MLGraphBuilder/reduceL1(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducel1-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducel1-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceL1(input, options), MLGraphBuilder/reduceL1(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducel1-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducel1-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducel2" id="ref-for-dom-mlgraphbuilder-reducel2"><c- g>reduceL2</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceL2(input, options), MLGraphBuilder/reduceL2(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducel2-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducel2-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions①"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceL2(input, options), MLGraphBuilder/reduceL2(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducel2-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducel2-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducelogsum" id="ref-for-dom-mlgraphbuilder-reducelogsum"><c- g>reduceLogSum</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceLogSum(input, options), MLGraphBuilder/reduceLogSum(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducelogsum-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducelogsum-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions②"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceLogSum(input, options), MLGraphBuilder/reduceLogSum(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducelogsum-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducelogsum-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducelogsumexp" id="ref-for-dom-mlgraphbuilder-reducelogsumexp"><c- g>reduceLogSumExp</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceLogSumExp(input, options), MLGraphBuilder/reduceLogSumExp(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducelogsumexp-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducelogsumexp-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions③"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceLogSumExp(input, options), MLGraphBuilder/reduceLogSumExp(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducelogsumexp-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducelogsumexp-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducemax" id="ref-for-dom-mlgraphbuilder-reducemax"><c- g>reduceMax</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMax(input, options), MLGraphBuilder/reduceMax(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemax-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemax-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions④"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMax(input, options), MLGraphBuilder/reduceMax(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemax-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemax-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducemean" id="ref-for-dom-mlgraphbuilder-reducemean"><c- g>reduceMean</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMean(input, options), MLGraphBuilder/reduceMean(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemean-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemean-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions⑤"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMean(input, options), MLGraphBuilder/reduceMean(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemean-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemean-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducemin" id="ref-for-dom-mlgraphbuilder-reducemin"><c- g>reduceMin</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMin(input, options), MLGraphBuilder/reduceMin(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemin-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemin-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions⑥"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMin(input, options), MLGraphBuilder/reduceMin(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemin-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemin-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reduceproduct" id="ref-for-dom-mlgraphbuilder-reduceproduct"><c- g>reduceProduct</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceProduct(input, options), MLGraphBuilder/reduceProduct(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reduceproduct-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reduceproduct-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions⑦"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceProduct(input, options), MLGraphBuilder/reduceProduct(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reduceproduct-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reduceproduct-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducesum" id="ref-for-dom-mlgraphbuilder-reducesum"><c- g>reduceSum</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③④⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceSum(input, options), MLGraphBuilder/reduceSum(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducesum-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducesum-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions⑧"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceSum(input, options), MLGraphBuilder/reduceSum(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducesum-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducesum-input-options-options"></a></dfn> = {});
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③④①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducesumsquare" id="ref-for-dom-mlgraphbuilder-reducesumsquare"><c- g>reduceSumSquare</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③④②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceSumSquare(input, options), MLGraphBuilder/reduceSumSquare(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducesumsquare-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducesumsquare-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions⑨"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceSumSquare(input, options), MLGraphBuilder/reduceSumSquare(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducesumsquare-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducesumsquare-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducel1" id="ref-for-dom-mlgraphbuilder-reducel1"><c- g>reduceL1</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceL1(input, options), MLGraphBuilder/reduceL1(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducel1-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducel1-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceL1(input, options), MLGraphBuilder/reduceL1(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducel1-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducel1-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducel2" id="ref-for-dom-mlgraphbuilder-reducel2"><c- g>reduceL2</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceL2(input, options), MLGraphBuilder/reduceL2(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducel2-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducel2-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions①"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceL2(input, options), MLGraphBuilder/reduceL2(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducel2-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducel2-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducelogsum" id="ref-for-dom-mlgraphbuilder-reducelogsum"><c- g>reduceLogSum</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceLogSum(input, options), MLGraphBuilder/reduceLogSum(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducelogsum-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducelogsum-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions②"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceLogSum(input, options), MLGraphBuilder/reduceLogSum(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducelogsum-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducelogsum-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducelogsumexp" id="ref-for-dom-mlgraphbuilder-reducelogsumexp"><c- g>reduceLogSumExp</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceLogSumExp(input, options), MLGraphBuilder/reduceLogSumExp(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducelogsumexp-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducelogsumexp-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions③"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceLogSumExp(input, options), MLGraphBuilder/reduceLogSumExp(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducelogsumexp-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducelogsumexp-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducemax" id="ref-for-dom-mlgraphbuilder-reducemax"><c- g>reduceMax</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMax(input, options), MLGraphBuilder/reduceMax(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemax-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemax-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions④"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMax(input, options), MLGraphBuilder/reduceMax(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemax-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemax-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducemean" id="ref-for-dom-mlgraphbuilder-reducemean"><c- g>reduceMean</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMean(input, options), MLGraphBuilder/reduceMean(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemean-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemean-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions⑤"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMean(input, options), MLGraphBuilder/reduceMean(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemean-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemean-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducemin" id="ref-for-dom-mlgraphbuilder-reducemin"><c- g>reduceMin</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMin(input, options), MLGraphBuilder/reduceMin(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemin-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemin-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions⑥"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceMin(input, options), MLGraphBuilder/reduceMin(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducemin-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducemin-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reduceproduct" id="ref-for-dom-mlgraphbuilder-reduceproduct"><c- g>reduceProduct</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceProduct(input, options), MLGraphBuilder/reduceProduct(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reduceproduct-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reduceproduct-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions⑦"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceProduct(input, options), MLGraphBuilder/reduceProduct(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reduceproduct-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reduceproduct-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducesum" id="ref-for-dom-mlgraphbuilder-reducesum"><c- g>reduceSum</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceSum(input, options), MLGraphBuilder/reduceSum(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducesum-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducesum-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions⑧"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceSum(input, options), MLGraphBuilder/reduceSum(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducesum-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducesum-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③③⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reducesumsquare" id="ref-for-dom-mlgraphbuilder-reducesumsquare"><c- g>reduceSumSquare</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③④⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceSumSquare(input, options), MLGraphBuilder/reduceSumSquare(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducesumsquare-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducesumsquare-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions⑨"><c- n>MLReduceOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reduceSumSquare(input, options), MLGraphBuilder/reduceSumSquare(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reducesumsquare-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reducesumsquare-input-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions①⓪">MLReduceOptions</a></code> has the following members:</p>
@@ -6831,11 +6778,11 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④③">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④①">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions①①">MLReduceOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④④">MLOperand</a></code>. The reduced output tensor.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④②">MLOperand</a></code>. The reduced output tensor.</p>
    </div>
    <div class="note" role="note">
      <strong>Reduction types:</strong> 
@@ -6863,19 +6810,19 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
     </ul>
    </div>
    <details class="algorithm" data-algorithm="calculate reduction output sizes" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-reduction-output-sizes">calculate reduction output sizes</dfn>, given a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑤">list</a> of unsigned integers <var>inputShape</var>, a optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑥">list</a> of unsigned integers <var>axes</var>, and <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#boolean" id="ref-for-boolean">boolean</a> <var>keepDimensions</var>, perform the following steps. They return a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑦">list</a> of unsigned integers. </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-reduction-output-sizes">calculate reduction output sizes</dfn>, given a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④④">list</a> of unsigned integers <var>inputShape</var>, a optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑤">list</a> of unsigned integers <var>axes</var>, and <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#boolean" id="ref-for-boolean">boolean</a> <var>keepDimensions</var>, perform the following steps. They return a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑥">list</a> of unsigned integers. </summary>
     <ol>
      <li data-md>
       <p>Let <var>inputRank</var> be <var>inputShape</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③④">size</a>.</p>
      <li data-md>
-      <p>If <var>axes</var> is not given, let <var>axes</var> be <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑧">the range</a> 0 to <var>inputRank</var>, exclusive.</p>
+      <p>If <var>axes</var> is not given, let <var>axes</var> be <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑦">the range</a> 0 to <var>inputRank</var>, exclusive.</p>
      <li data-md>
       <p>If <var>keepDimensions</var> is true, then:</p>
       <ol>
        <li data-md>
         <p>Let <var>outputShape</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone⑦">clone</a> of <var>inputShape</var>.</p>
        <li data-md>
-        <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①⓪">For each</a> <var>axis</var> of <var>axes</var>:</p>
+        <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑨">For each</a> <var>axis</var> of <var>axes</var>:</p>
         <ol>
          <li data-md>
           <p>Set <var>outputShape</var>[<var>axis</var>] to 1.</p>
@@ -6885,9 +6832,9 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       <p>Otherwise:</p>
       <ol>
        <li data-md>
-        <p>Let <var>outputShape</var> be an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑧">list</a>.</p>
+        <p>Let <var>outputShape</var> be an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑦">list</a>.</p>
        <li data-md>
-        <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①①">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑨">the range</a> 0 to <var>inputRank</var>, exclusive:</p>
+        <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①⓪">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑧">the range</a> 0 to <var>inputRank</var>, exclusive:</p>
         <ol>
          <li data-md>
           <p>If <var>axes</var> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain②">contain</a> <var>index</var>, then <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-append" id="ref-for-list-append①">append</a> <var>inputShape</var>[<var>index</var>].</p>
@@ -6898,29 +6845,29 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
     </ol>
    </details>
    <details class="algorithm" data-algorithm="reduce-op" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="reduce-op" data-noexport id="mlgraphbuilder-reduce-op">create reduce operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑨">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④⑤">MLOperand</a></code> <var>input</var>, <code class="idl"><a data-link-type="idl" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions①②">MLReduceOptions</a></code> <var>options</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑨">list</a> <var>allowedDataTypes</var>, run the following steps: </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="reduce-op" data-noexport id="mlgraphbuilder-reduce-op">create reduce operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑨">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④③">MLOperand</a></code> <var>input</var>, <code class="idl"><a data-link-type="idl" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions①②">MLReduceOptions</a></code> <var>options</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑧">list</a> <var>allowedDataTypes</var>, run the following steps: </summary>
     <ol>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#assert" id="ref-for-assert⑤">Assert</a>: <var>op</var> is one of "reduceL1", "reduceL2", "reduceLogSum", "reduceLogSumExp", "reduceMax", "reduceMean", "reduceMin", "reduceProduct", "reduceSum", "reduceSumSquare".</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨①">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③①">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>allowedDataTypes</var> is given and it does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain③">contain</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⓪">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③②">TypeError</a></code>.</p>
+      <p>If <var>allowedDataTypes</var> is given and it does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain③">contain</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⓪">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlreduceoptions-axes" id="ref-for-dom-mlreduceoptions-axes②">axes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑤">exists</a>, if any of its elements is not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①⓪">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥②">rank</a>, exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③③">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlreduceoptions-axes" id="ref-for-dom-mlreduceoptions-axes②">axes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑤">exists</a>, if any of its elements is not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑨">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥②">rank</a>, exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③②">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-reduction-output-sizes" id="ref-for-mlgraphbuilder-calculate-reduction-output-sizes①">calculating reduction output sizes</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑤">shape</a>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlreduceoptions-axes" id="ref-for-dom-mlreduceoptions-axes③">axes</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑥">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlreduceoptions-keepdimensions" id="ref-for-dom-mlreduceoptions-keepdimensions②">keepDimensions</a></code>.</p>
      <li data-md>
-      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑧">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑦">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⑥">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①①">dataType</a>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②④">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①①">dataType</a>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③②">dimensions</a></code> to <var>outputShape</var>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③①">dimensions</a></code> to <var>outputShape</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②⑥">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨②">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②⑤">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⓪">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators③⑨">operator</a> for the <var>op</var> reduce operation, given <var>options</var>.</p>
        <li data-md>
@@ -6940,10 +6887,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceL1(input, options)|reduceL1(input)" id="dom-mlgraphbuilder-reducel1"><code>reduceL1(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op"> create reduce operation</a> given "reduceL1", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③④">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③②">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32③">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32②">"uint32"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op"> create reduce operation</a> given "reduceL1", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③③">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③②">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32③">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32②">"uint32"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑧">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑦">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6953,10 +6900,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceL2(input, options)|reduceL2(input)" id="dom-mlgraphbuilder-reducel2"><code>reduceL2(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op①"> create reduce operation</a> given "reduceL2", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑤">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③③">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op①"> create reduce operation</a> given "reduceL2", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③④">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③③">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⓪">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑨">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6966,10 +6913,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceLogSum(input, options)|reduceLogSum(input)" id="dom-mlgraphbuilder-reducelogsum"><code>reduceLogSum(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op②"> create reduce operation</a> given "reduceLogSum", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑥">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③④">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op②"> create reduce operation</a> given "reduceLogSum", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑤">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③④">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨②">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨①">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6979,10 +6926,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceLogSumExp(input, options)|reduceLogSumExp(input)" id="dom-mlgraphbuilder-reducelogsumexp"><code>reduceLogSumExp(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op③"> create reduce operation</a> given "reduceLogSumExp", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑦">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑤">"float16"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op③"> create reduce operation</a> given "reduceLogSumExp", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑥">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑤">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨④">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨③">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6995,7 +6942,7 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op④"> create reduce operation</a> given "reduceMax", <var>input</var> and <var>options</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑥">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑤">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7005,10 +6952,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceMean(input, options)|reduceMean(input)" id="dom-mlgraphbuilder-reducemean"><code>reduceMean(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑤"> create reduce operation</a> given "reduceMean", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑧">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑥">"float16"</a></code> »</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑤"> create reduce operation</a> given "reduceMean", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑦">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑥">"float16"</a></code> »</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑧">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑦">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7021,7 +6968,7 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑥"> create reduce operation</a> given "reduceMin", <var>input</var> and <var>options</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⓪">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑨">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7031,10 +6978,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceProduct(input, options)|reduceProduct(input)" id="dom-mlgraphbuilder-reduceproduct"><code>reduceProduct(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑦"> create reduce operation</a> given "reduceProduct", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑨">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑦">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32④">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32③">"uint32"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑦"> create reduce operation</a> given "reduceProduct", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑧">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑦">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32④">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32③">"uint32"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪②">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪①">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7044,10 +6991,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceSum(input, options)|reduceSum(input)" id="dom-mlgraphbuilder-reducesum"><code>reduceSum(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑧"> create reduce operation</a> given "reduceSum", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⓪">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑧">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑤">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32④">"uint32"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑧"> create reduce operation</a> given "reduceSum", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑨">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑧">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑤">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32④">"uint32"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪④">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪③">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7057,10 +7004,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceSumSquare(input, options)|reduceSumSquare(input)" id="dom-mlgraphbuilder-reducesumsquare"><code>reduceSumSquare(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑨"> create reduce operation</a> given "reduceSumSquare", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④①">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑨">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑥">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32⑤">"uint32"</a></code> ».</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑨"> create reduce operation</a> given "reduceSumSquare", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⓪">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑨">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑥">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32⑤">"uint32"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑥">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑤">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7085,7 +7032,7 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
    <h4 class="heading settled" data-level="7.8.35" id="api-mlgraphbuilder-relu-method"><span class="secno">7.8.35. </span><span class="content">relu</span><a class="self-link" href="#api-mlgraphbuilder-relu-method"></a></h4>
     Compute the <a href="https://en.wikipedia.org/wiki/Rectifier_(neural_networks)">rectified linear function</a> of the input tensor. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑤②"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③④⑥"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-relu" id="ref-for-dom-mlgraphbuilder-relu"><c- g>relu</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③④⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/relu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-relu-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-relu-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③④④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-relu" id="ref-for-dom-mlgraphbuilder-relu"><c- g>relu</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③④⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/relu(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-relu-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-relu-input-input"></a></dfn>);
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation④①"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#relu-noargs" id="ref-for-relu-noargs②"><c- g>relu</c-></a>();
 };
 </pre>
@@ -7101,21 +7048,21 @@ <h5 class="heading settled" data-level="7.8.35.1" id="api-mlgraphbuilder-relu-in
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④⑧">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④⑥">MLOperand</a></code>. The input tensor.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④⑨">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④⑦">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="relu(input)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-relu"><code>relu(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨③">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③④">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨①">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①②">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④②">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⓪">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑦">"int32"</a></code>, or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8⑤">"int8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑤">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①②">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④①">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⓪">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑦">"int32"</a></code>, or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8④">"int8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③④">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7151,7 +7098,7 @@ <h5 class="heading settled" data-level="7.8.35.2" id="api-mlgraphbuilder-relu"><
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="relu-noargs"><code>relu()</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation⑦">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨④">this</a> and "relu".</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation⑦">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨②">this</a> and "relu".</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -7165,31 +7112,31 @@ <h4 class="heading settled" data-level="7.8.36" id="api-mlgraphbuilder-resample2
 
 <c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mlresample2doptions"><code><c- g>MLResample2dOptions</c-></code></dfn> {
   <a data-link-type="idl-name" href="#enumdef-mlinterpolationmode" id="ref-for-enumdef-mlinterpolationmode"><c- n>MLInterpolationMode</c-></a> <a class="idl-code" data-default="&quot;nearest-neighbor&quot;" data-link-type="dict-member" data-type="MLInterpolationMode " href="#dom-mlresample2doptions-mode" id="ref-for-dom-mlresample2doptions-mode"><c- g>mode</c-></a> = "nearest-neighbor";
-  <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②⑨"><c- b>sequence</c-></a>&lt;<a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float③②"><c- b>float</c-></a>> <a class="idl-code" data-link-type="dict-member" data-type="sequence<float> " href="#dom-mlresample2doptions-scales" id="ref-for-dom-mlresample2doptions-scales"><c- g>scales</c-></a>;
+  <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②⑨"><c- b>sequence</c-></a>&lt;<a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float②⑨"><c- b>float</c-></a>> <a class="idl-code" data-link-type="dict-member" data-type="sequence<float> " href="#dom-mlresample2doptions-scales" id="ref-for-dom-mlresample2doptions-scales"><c- g>scales</c-></a>;
   <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③⓪"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange③①"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long④⑧"><c- b>unsigned</c-> <c- b>long</c-></a>> <a class="idl-code" data-link-type="dict-member" data-type="sequence<[EnforceRange] unsigned long> " href="#dom-mlresample2doptions-sizes" id="ref-for-dom-mlresample2doptions-sizes"><c- g>sizes</c-></a>;
   <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③①"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange③②"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long④⑨"><c- b>unsigned</c-> <c- b>long</c-></a>> <a class="idl-code" data-link-type="dict-member" data-type="sequence<[EnforceRange] unsigned long> " href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes"><c- g>axes</c-></a>;
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑤③"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑤⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-resample2d" id="ref-for-dom-mlgraphbuilder-resample2d"><c- g>resample2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑤①"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/resample2d(input, options), MLGraphBuilder/resample2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-resample2d-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-resample2d-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlresample2doptions" id="ref-for-dictdef-mlresample2doptions"><c- n>MLResample2dOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/resample2d(input, options), MLGraphBuilder/resample2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-resample2d-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-resample2d-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③④⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-resample2d" id="ref-for-dom-mlgraphbuilder-resample2d"><c- g>resample2d</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③④⑨"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/resample2d(input, options), MLGraphBuilder/resample2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-resample2d-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-resample2d-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlresample2doptions" id="ref-for-dictdef-mlresample2doptions"><c- n>MLResample2dOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/resample2d(input, options), MLGraphBuilder/resample2d(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-resample2d-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-resample2d-input-options-options"></a></dfn> = {});
 };
 </pre>
    <div>
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤②">MLOperand</a></code>. The input 4-D tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤⓪">MLOperand</a></code>. The input 4-D tensor.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlresample2doptions" id="ref-for-dictdef-mlresample2doptions①">MLResample2dOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤③">MLOperand</a></code>. The output 4-D tensor.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤①">MLOperand</a></code>. The output 4-D tensor.</p>
    </div>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlresample2doptions" id="ref-for-dictdef-mlresample2doptions②">MLResample2dOptions</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLResample2dOptions" data-dfn-type="dict-member" data-export id="dom-mlresample2doptions-mode"><code>mode</code></dfn>, <span> of type <a data-link-type="idl-name" href="#enumdef-mlinterpolationmode" id="ref-for-enumdef-mlinterpolationmode①">MLInterpolationMode</a>, defaulting to <code>"nearest-neighbor"</code></span>
     <dd data-md>
      <p>The interpolation algorithm used to fill the output tensor values.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLResample2dOptions" data-dfn-type="dict-member" data-export id="dom-mlresample2doptions-scales"><code>scales</code></dfn>, <span> of type sequence&lt;<a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float③③">float</a>></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLResample2dOptions" data-dfn-type="dict-member" data-export id="dom-mlresample2doptions-scales"><code>scales</code></dfn>, <span> of type sequence&lt;<a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-float" id="ref-for-idl-float③⓪">float</a>></span>
     <dd data-md>
      <p>A list of length 2.
 Specifies the scaling factor in each spatial dimensions of the input: <em>[scaleHeight, scaleWidth]</em>.
@@ -7208,13 +7155,13 @@ <h4 class="heading settled" data-level="7.8.36" id="api-mlgraphbuilder-resample2
     <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-check-resample-options">check resample options</dfn> given <var>options</var>, run the following steps: </summary>
     <ol>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-scales" id="ref-for-dom-mlresample2doptions-scales②">scales</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑦">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⓪">list</a> « 1.0, 1.0 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-scales" id="ref-for-dom-mlresample2doptions-scales②">scales</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑦">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑨">list</a> « 1.0, 1.0 ».</p>
      <li data-md>
       <p>Otherwise, if any of its values is not greater than 0, or if its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑤">size</a> is not 2, return false.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-sizes" id="ref-for-dom-mlresample2doptions-sizes①">sizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑧">exists</a>, and if its size is not 2, or if any of its values is not greater than 0, return false.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes①">axes</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑨">exists</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤①">list</a> « 2, 3 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes①">axes</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑨">exists</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⓪">list</a> « 2, 3 ».</p>
      <li data-md>
       <p>Otherwise, if its value is not one of « 0, 1», « 1, 2», « 2, 3 », return false.</p>
      <li data-md>
@@ -7222,21 +7169,21 @@ <h4 class="heading settled" data-level="7.8.36" id="api-mlgraphbuilder-resample2
     </ol>
    </details>
    <details class="algorithm" data-algorithm="calculate resample output sizes" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-resample-output-sizes">calculate resample output sizes</dfn> given <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤④">MLOperand</a></code> <var>input</var> and <code class="idl"><a data-link-type="idl" href="#dictdef-mlresample2doptions" id="ref-for-dictdef-mlresample2doptions③">MLResample2dOptions</a></code> <var>options</var>, run the following steps: </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-resample-output-sizes">calculate resample output sizes</dfn> given <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤②">MLOperand</a></code> <var>input</var> and <code class="idl"><a data-link-type="idl" href="#dictdef-mlresample2doptions" id="ref-for-dictdef-mlresample2doptions③">MLResample2dOptions</a></code> <var>options</var>, run the following steps: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑨">MLOperandDescriptor</a></code> initialized to <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot①①">[[descriptor]]</a></code>.</p>
+      <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑧">MLOperandDescriptor</a></code> initialized to <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot①①">[[descriptor]]</a></code>.</p>
      <li data-md>
-      <p>For <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①①">the range</a> 0 to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes②">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑥">size</a>, exclusive:</p>
+      <p>For <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①⓪">the range</a> 0 to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes②">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑥">size</a>, exclusive:</p>
       <ol>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-sizes" id="ref-for-dom-mlresample2doptions-sizes②">sizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①②⓪">exists</a>, then let <var>size</var> be <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-sizes" id="ref-for-dom-mlresample2doptions-sizes③">sizes</a></code>[<var>index</var>].</p>
        <li data-md>
         <p>Otherwise, let <var>size</var> be floor(<var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑥">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes③">axes</a></code>[<var>index</var>]] * <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-scales" id="ref-for-dom-mlresample2doptions-scales③">scales</a></code>[<var>index</var>]).</p>
        <li data-md>
-        <p>If <var>size</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑦">valid dimension</a>, then return failure.</p>
+        <p>If <var>size</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑥">valid dimension</a>, then return failure.</p>
        <li data-md>
-        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③③">dimensions</a></code>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes④">axes</a></code>[<var>index</var>]] to <var>size</var>.</p>
+        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③②">dimensions</a></code>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes④">axes</a></code>[<var>index</var>]] to <var>size</var>.</p>
       </ol>
      <li data-md>
       <p>Return <var>desc</var>.</p>
@@ -7246,20 +7193,20 @@ <h4 class="heading settled" data-level="7.8.36" id="api-mlgraphbuilder-resample2
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="resample2d(input, options)|resample2d(input)" id="dom-mlgraphbuilder-resample2d"><code>resample2d(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑤">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑥">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨③">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④③">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④①">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑦">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④②">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④①">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥③">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑧">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥③">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-check-resample-options" id="ref-for-mlgraphbuilder-check-resample-options">checking resample options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑨">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-check-resample-options" id="ref-for-mlgraphbuilder-check-resample-options">checking resample options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-resample-output-sizes" id="ref-for-mlgraphbuilder-calculate-resample-output-sizes">calculating resample output sizes</a> given <var>input</var> and <var>options</var>. If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⓪">TypeError</a></code>.</p>
+      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-resample-output-sizes" id="ref-for-mlgraphbuilder-calculate-resample-output-sizes">calculating resample output sizes</a> given <var>input</var> and <var>options</var>. If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑨">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②⑦">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑥">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②⑥">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨④">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators④①">operator</a> for the resample 2D operation, given <var>options</var>.</p>
        <li data-md>
@@ -7276,20 +7223,20 @@ <h4 class="heading settled" data-level="7.8.36" id="api-mlgraphbuilder-resample2
    <h4 class="heading settled" data-level="7.8.37" id="api-mlgraphbuilder-reshape-method"><span class="secno">7.8.37. </span><span class="content">reshape</span><a class="self-link" href="#api-mlgraphbuilder-reshape-method"></a></h4>
     Alter the shape of a tensor to a new shape. Reshape does not copy or change the content of the tensor. It just changes the tensor’s logical dimensions for the subsequent operations. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑤④"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑤⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape"><c- g>reshape</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑤⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reshape(input, newShape)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reshape-input-newshape-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reshape-input-newshape-input"></a></dfn>, <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③②"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange③③"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤⓪"><c- b>unsigned</c-> <c- b>long</c-></a>> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reshape(input, newShape)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reshape-input-newshape-newshape"><code><c- g>newShape</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reshape-input-newshape-newshape"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑤③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape"><c- g>reshape</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑤④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reshape(input, newShape)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reshape-input-newshape-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reshape-input-newshape-input"></a></dfn>, <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③②"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange③③"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤⓪"><c- b>unsigned</c-> <c- b>long</c-></a>> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/reshape(input, newShape)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-reshape-input-newshape-newshape"><code><c- g>newShape</c-></code><a class="self-link" href="#dom-mlgraphbuilder-reshape-input-newshape-newshape"></a></dfn>);
 };
 </pre>
    <div>
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤⑦">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤⑤">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
       <p><em>newShape</em>: a sequence of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤①">unsigned long</a></code>. The shape of the output tensor.
 The number of elements implied by <em>newShape</em> must be the same as the
 number of elements in the input tensor.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤⑧">MLOperand</a></code>. The output tensor. The values of the output
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤⑥">MLOperand</a></code>. The output tensor. The values of the output
     tensor are the same as values of the input tensor. The shape of the output
     tensor is specified by the <em>newShape</em> argument.</p>
    </div>
@@ -7297,26 +7244,26 @@ <h4 class="heading settled" data-level="7.8.37" id="api-mlgraphbuilder-reshape-m
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-reshape"><code>reshape(<var>input</var>, <var>newShape</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④①">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑤">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⓪">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>outputShape</var> be an empty array of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤②">unsigned long</a></code>.</p>
      <li data-md>
-      <p>If <var>newShape</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑦">size</a> is 0, set <var>outputShape</var> to an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤②">list</a> for a scalar.</p>
+      <p>If <var>newShape</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑦">size</a> is 0, set <var>outputShape</var> to an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤①">list</a> for a scalar.</p>
      <li data-md>
-      <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑦">item</a> in <var>newShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑧">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④②">TypeError</a></code>.</p>
+      <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑦">item</a> in <var>newShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑦">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④①">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>inputElementCount</var> be the product of all elements in <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑦">shape</a>. Empty dimensions yield an <var>inputElementCount</var> of 1.</p>
      <li data-md>
-      <p>If product of all values in <var>newShape</var> is not equal to <var>inputElementCount</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④③">TypeError</a></code>.</p>
+      <p>If product of all values in <var>newShape</var> is not equal to <var>inputElementCount</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④②">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>desc</var> be a copy of <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot①②">[[descriptor]]</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③④">dimensions</a></code> to <var>newShape</var>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③③">dimensions</a></code> to <var>newShape</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②⑧">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑧">this</a> and <var>desc</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②⑦">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑥">this</a> and <var>desc</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators④②">operator</a> for the reshape operation.</p>
        <li data-md>
@@ -7366,7 +7313,7 @@ <h4 class="heading settled" data-level="7.8.37" id="api-mlgraphbuilder-reshape-m
    <h4 class="heading settled" data-level="7.8.38" id="api-mlgraphbuilder-sigmoid-method"><span class="secno">7.8.38. </span><span class="content">sigmoid</span><a class="self-link" href="#api-mlgraphbuilder-sigmoid-method"></a></h4>
     Compute the <a href="https://en.wikipedia.org/wiki/Sigmoid_function">sigmoid function</a> of the input tensor. The calculation follows the expression <code>1 / (exp(-x) + 1)</code>. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑤⑤"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑤⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-sigmoid" id="ref-for-dom-mlgraphbuilder-sigmoid"><c- g>sigmoid</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑥⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/sigmoid(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-sigmoid-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-sigmoid-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑤⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-sigmoid" id="ref-for-dom-mlgraphbuilder-sigmoid"><c- g>sigmoid</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑤⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/sigmoid(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-sigmoid-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-sigmoid-input-input"></a></dfn>);
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation④③"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#sigmoid-noargs" id="ref-for-sigmoid-noargs③"><c- g>sigmoid</c-></a>();
 };
 </pre>
@@ -7386,21 +7333,21 @@ <h5 class="heading settled" data-level="7.8.38.1" id="api-mlgraphbuilder-sigmoid
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥①">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤⑨">MLOperand</a></code>. The input tensor.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥②">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥⓪">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="sigmoid(input)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-sigmoid"><code>sigmoid(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④④">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①④">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④④">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④②">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑤">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①④">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④③">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④②">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④④">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7436,7 +7383,7 @@ <h5 class="heading settled" data-level="7.8.38.2" id="api-mlgraphbuilder-sigmoid
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="sigmoid-noargs"><code>sigmoid()</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation⑧">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⓪">this</a> and "sigmoid".</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation⑧">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑧">this</a> and "sigmoid".</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -7444,7 +7391,7 @@ <h5 class="heading settled" data-level="7.8.38.2" id="api-mlgraphbuilder-sigmoid
    <h4 class="heading settled" data-level="7.8.39" id="api-mlgraphbuilder-slice"><span class="secno">7.8.39. </span><span class="content">slice</span><a class="self-link" href="#api-mlgraphbuilder-slice"></a></h4>
     Produce a slice of the input tensor. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑤⑥"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑥③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-slice" id="ref-for-dom-mlgraphbuilder-slice"><c- g>slice</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑥④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/slice(input, starts, sizes)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-slice-input-starts-sizes-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-slice-input-starts-sizes-input"></a></dfn>,
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑥①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-slice" id="ref-for-dom-mlgraphbuilder-slice"><c- g>slice</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑥②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/slice(input, starts, sizes)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-slice-input-starts-sizes-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-slice-input-starts-sizes-input"></a></dfn>,
                   <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③③"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange③④"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤③"><c- b>unsigned</c-> <c- b>long</c-></a>> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/slice(input, starts, sizes)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-slice-input-starts-sizes-starts"><code><c- g>starts</c-></code><a class="self-link" href="#dom-mlgraphbuilder-slice-input-starts-sizes-starts"></a></dfn>,
                   <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③④"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange③⑤"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤④"><c- b>unsigned</c-> <c- b>long</c-></a>> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/slice(input, starts, sizes)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-slice-input-starts-sizes-sizes"><code><c- g>sizes</c-></code><a class="self-link" href="#dom-mlgraphbuilder-slice-input-starts-sizes-sizes"></a></dfn>);
 };
@@ -7453,23 +7400,23 @@ <h4 class="heading settled" data-level="7.8.39" id="api-mlgraphbuilder-slice"><s
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥⑤">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥③">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
       <p><em>starts</em>: a sequence of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤⑤">unsigned long</a></code>. The sequence of unsigned integer values indicating the starting index to slice of each input dimension, of length N where N is the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥④">rank</a> of the input tensor. For each dimension <em>d</em> of <em>input</em>, <em>starts[d]</em> indicates the starting index to slice in that dimension. The starting index must be in the range [0, input size - 1] in that dimension.</p>
      <li data-md>
       <p><em>sizes</em>: a sequence of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤⑥">unsigned long</a></code>. The sequence of unsigned integer values indicating the number of elements to slice of each input dimension, of length N where N is the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⑤">rank</a> of the input tensor. For each dimension <em>d</em> of <em>input</em>, <em>sizes[d]</em> indicates the number of elements to slice in that dimension. The size must not be 0 and must satisfy the constraint <em>starting index + size &lt;= input size</em> in that dimension.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥⑥">MLOperand</a></code>. The output tensor of the same rank as the input tensor with tensor values stripped to the specified starting and ending indices in each dimension.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥④">MLOperand</a></code>. The output tensor of the same rank as the input tensor with tensor values stripped to the specified starting and ending indices in each dimension.</p>
    </div>
    <details class="algorithm" data-algorithm="slice(input, starts, sizes)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-slice"><code>slice(<var>input</var>, <var>starts</var>, <var>sizes</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪①">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑥">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If any of <var>sizes</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑧">items</a> are 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑦">TypeError</a></code>.</p>
+      <p>If any of <var>sizes</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑧">items</a> are 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>starts</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑧">size</a> and <var>sizes</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑨">size</a> are not both equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⑥">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑧">TypeError</a></code>.</p>
+      <p>If <var>starts</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑧">size</a> and <var>sizes</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑨">size</a> are not both equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⑥">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑦">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7492,7 +7439,7 @@ <h4 class="heading settled" data-level="7.8.40" id="api-mlgraphbuilder-softmax-m
     Compute the <a href="https://en.wikipedia.org/wiki/Softmax_function">softmax</a> values of
 the N-D input tensor along the given axis. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑤⑦"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑥⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-softmax" id="ref-for-dom-mlgraphbuilder-softmax"><c- g>softmax</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑥⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/softmax(input, axis)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-softmax-input-axis-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-softmax-input-axis-input"></a></dfn>, <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤⑦"><c- b>unsigned</c-> <c- b>long</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/softmax(input, axis)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-softmax-input-axis-axis"><code><c- g>axis</c-></code><a class="self-link" href="#dom-mlgraphbuilder-softmax-input-axis-axis"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑥⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-softmax" id="ref-for-dom-mlgraphbuilder-softmax"><c- g>softmax</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑥⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/softmax(input, axis)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-softmax-input-axis-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-softmax-input-axis-input"></a></dfn>, <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤⑦"><c- b>unsigned</c-> <c- b>long</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/softmax(input, axis)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-softmax-input-axis-axis"><code><c- g>axis</c-></code><a class="self-link" href="#dom-mlgraphbuilder-softmax-input-axis-axis"></a></dfn>);
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation④⑤"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-softmax-axis" id="ref-for-dom-mlgraphbuilder-softmax-axis①"><c- g>softmax</c-></a>(<a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤⑧"><c- b>unsigned</c-> <c- b>long</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/softmax(axis)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-softmax-axis-axis"><code><c- g>axis</c-></code><a class="self-link" href="#dom-mlgraphbuilder-softmax-axis-axis"></a></dfn>);
 };
 </pre>
@@ -7515,25 +7462,25 @@ <h5 class="heading settled" data-level="7.8.40.1" id="api-mlgraphbuilder-softmax
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥⑨">MLOperand</a></code>. The input N-D tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥⑦">MLOperand</a></code>. The input N-D tensor.</p>
      <li data-md>
       <p><em>axis</em>: an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤⑨">unsigned long</a></code> scalar. The dimension the reduction will be performed on.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦⓪">MLOperand</a></code>. The output N-D tensor that contains the softmax results, of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥⑧">MLOperand</a></code>. The output N-D tensor that contains the softmax results, of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="softmax(input, axis)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-softmax"><code>softmax(<var>input</var>, <var>axis</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪②">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑨">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⓪">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑤">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④③">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⓪">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④④">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④③">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>axis</var> is greater than or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⑦">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤①">TypeError</a></code>.</p>
+      <p>If <var>axis</var> is greater than or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⑦">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⓪">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7569,15 +7516,15 @@ <h5 class="heading settled" data-level="7.8.40.2" id="api-mlgraphbuilder-softmax
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-softmax-axis"><code>softmax(<var>axis</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>validationSteps</var> given <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor④⓪">MLOperandDescriptor</a></code> <var>descriptor</var> be these steps:</p>
+      <p>Let <var>validationSteps</var> given <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑨">MLOperandDescriptor</a></code> <var>descriptor</var> be these steps:</p>
       <ol>
        <li data-md>
-        <p>If <var>axis</var> is greater than or equal to <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③⑤">dimensions</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④⓪">size</a>, then return false;</p>
+        <p>If <var>axis</var> is greater than or equal to <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③④">dimensions</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④⓪">size</a>, then return false;</p>
        <li data-md>
         <p>Otherwise, return true.</p>
       </ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation⑨">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪③">this</a>, "softmax", «[ "axis" → <var>axis</var> ]», and <var>validationSteps</var>.</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation⑨">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪①">this</a>, "softmax", «[ "axis" → <var>axis</var> ]», and <var>validationSteps</var>.</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -7585,7 +7532,7 @@ <h5 class="heading settled" data-level="7.8.40.2" id="api-mlgraphbuilder-softmax
    <h4 class="heading settled" data-level="7.8.41" id="api-mlgraphbuilder-softplus-method"><span class="secno">7.8.41. </span><span class="content">softplus</span><a class="self-link" href="#api-mlgraphbuilder-softplus-method"></a></h4>
     Compute the <a href="https://en.wikipedia.org/wiki/Rectifier_(neural_networks)#Softplus">softplus function</a> of the input tensor. The calculation follows the expression <code>ln(1 + exp(x))</code>. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑤⑧"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑦①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-softplus" id="ref-for-dom-mlgraphbuilder-softplus"><c- g>softplus</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑦②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/softplus(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-softplus-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-softplus-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑥⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-softplus" id="ref-for-dom-mlgraphbuilder-softplus"><c- g>softplus</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑦⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/softplus(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-softplus-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-softplus-input-input"></a></dfn>);
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation④⑦"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-softplus" id="ref-for-dom-mlgraphbuilder-softplus①"><c- g>softplus</c-></a>();
 };
 </pre>
@@ -7604,21 +7551,21 @@ <h5 class="heading settled" data-level="7.8.41.1" id="api-mlgraphbuilder-softplu
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦③">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦①">MLOperand</a></code>. The input tensor.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦④">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦②">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="softplus(input)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="softplus()|softplus(input)" id="dom-mlgraphbuilder-softplus"><code>softplus(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪④">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤②">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪②">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑥">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑥">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④④">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤③">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑥">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑤">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④④">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤②">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7654,7 +7601,7 @@ <h5 class="heading settled" data-level="7.8.41.2" id="api-mlgraphbuilder-softplu
     <summary> The <dfn class="idl-code" data-dfn-for="MLGraphBuilde" data-dfn-type="method" data-export id="softplus-noargs"><code>softplus()</code><a class="self-link" href="#softplus-noargs"></a></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation①⓪">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑤">this</a> and "softplus".</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation①⓪">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪③">this</a> and "softplus".</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -7662,7 +7609,7 @@ <h5 class="heading settled" data-level="7.8.41.2" id="api-mlgraphbuilder-softplu
    <h4 class="heading settled" data-level="7.8.42" id="api-mlgraphbuilder-softsign-method"><span class="secno">7.8.42. </span><span class="content">softsign</span><a class="self-link" href="#api-mlgraphbuilder-softsign-method"></a></h4>
     Compute the <a href="https://pytorch.org/docs/stable/generated/torch.nn.Softsign.html">softsign function</a> of the input tensor. The calculation follows the expression <code>x / (1 + |x|)</code>. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑤⑨"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑦⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-softsign" id="ref-for-dom-mlgraphbuilder-softsign"><c- g>softsign</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑦⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/softsign(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-softsign-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-softsign-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑦③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-softsign" id="ref-for-dom-mlgraphbuilder-softsign"><c- g>softsign</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑦④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/softsign(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-softsign-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-softsign-input-input"></a></dfn>);
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation④⑨"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#softsign-noargs" id="ref-for-softsign-noargs"><c- g>softsign</c-></a>();
 };
 </pre>
@@ -7678,21 +7625,21 @@ <h5 class="heading settled" data-level="7.8.42.1" id="api-mlgraphbuilder-softsig
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦⑦">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦⑤">MLOperand</a></code>. The input tensor.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦⑧">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦⑥">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="softsign(input)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-softsign"><code>softsign(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑥">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤④">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪④">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑦">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑦">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑤">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑤">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑦">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑥">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑤">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤④">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7728,7 +7675,7 @@ <h5 class="heading settled" data-level="7.8.42.2" id="api-mlgraphbuilder-softsig
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="softsign-noargs"><code>softsign()</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation①①">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑦">this</a> and "softsign".</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation①①">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑤">this</a> and "softsign".</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -7740,8 +7687,8 @@ <h4 class="heading settled" data-level="7.8.43" id="api-mlgraphbuilder-split"><s
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑥⓪"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③⑤"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑦⑨"><c- n>MLOperand</c-></a>> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-split" id="ref-for-dom-mlgraphbuilder-split"><c- g>split</c-></a>(
-      <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑧⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/split(input, splits, options), MLGraphBuilder/split(input, splits)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-split-input-splits-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-split-input-splits-options-input"></a></dfn>,
+  <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③⑤"><c- b>sequence</c-></a>&lt;<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑦⑦"><c- n>MLOperand</c-></a>> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-split" id="ref-for-dom-mlgraphbuilder-split"><c- g>split</c-></a>(
+      <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑦⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/split(input, splits, options), MLGraphBuilder/split(input, splits)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-split-input-splits-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-split-input-splits-options-input"></a></dfn>,
       ([<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange③⑦"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑥①"><c- b>unsigned</c-> <c- b>long</c-></a> <c- b>or</c-> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③⑥"><c- b>sequence</c-></a>&lt;[<a class="idl-code" data-link-type="extended-attribute" href="https://webidl.spec.whatwg.org/#EnforceRange" id="ref-for-EnforceRange③⑧"><c- g>EnforceRange</c-></a>] <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑥②"><c- b>unsigned</c-> <c- b>long</c-></a>>) <dfn class="idl-code" data-dfn-for="MLGraphBuilder/split(input, splits, options), MLGraphBuilder/split(input, splits)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-split-input-splits-options-splits"><code><c- g>splits</c-></code><a class="self-link" href="#dom-mlgraphbuilder-split-input-splits-options-splits"></a></dfn>,
       <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mlsplitoptions" id="ref-for-dictdef-mlsplitoptions"><c- n>MLSplitOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/split(input, splits, options), MLGraphBuilder/split(input, splits)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-split-input-splits-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-split-input-splits-options-options"></a></dfn> = {});
 };
@@ -7750,13 +7697,13 @@ <h4 class="heading settled" data-level="7.8.43" id="api-mlgraphbuilder-split"><s
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧①">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦⑨">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
       <p><em>splits</em>: an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑥③">unsigned long</a></code> or a sequence of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑥④">unsigned long</a></code>. If an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑥⑤">unsigned long</a></code>, it specifies the number of output tensors along the axis. The number must evenly divide the dimension size of <em>input</em> along <em>options.axis</em>. If a sequence of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑥⑥">unsigned long</a></code>, it specifies the sizes of each output tensor along the <em>options.axis</em>. The sum of sizes must equal to the dimension size of <em>input</em> along <em>options.axis</em>.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mlsplitoptions" id="ref-for-dictdef-mlsplitoptions①">MLSplitOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> a sequence of <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧②">MLOperand</a></code>. The splitted output tensors. If <em>splits</em> is an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑥⑦">unsigned long</a></code>, the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④①">size</a> of the output sequence equals to <em>splits</em>. The shape of each output tensor is the same as <em>input</em> except the dimension size of <em>axis</em> equals to the quotient of dividing the dimension size of <em>input</em> along <em>axis</em> by <em>splits</em>. If <em>splits</em> is a sequence of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑥⑧">unsigned long</a></code>, the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④②">size</a> of the output sequence equals to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④③">size</a> of <em>splits</em>. The shape of the i-th output tensor is the same as <em>input</em> except along <em>axis</em> where the dimension size is <em>splits[i]</em>.</p>
+    <p><strong>Returns:</strong> a sequence of <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧⓪">MLOperand</a></code>. The splitted output tensors. If <em>splits</em> is an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑥⑦">unsigned long</a></code>, the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④①">size</a> of the output sequence equals to <em>splits</em>. The shape of each output tensor is the same as <em>input</em> except the dimension size of <em>axis</em> equals to the quotient of dividing the dimension size of <em>input</em> along <em>axis</em> by <em>splits</em>. If <em>splits</em> is a sequence of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑥⑧">unsigned long</a></code>, the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④②">size</a> of the output sequence equals to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④③">size</a> of <em>splits</em>. The shape of the i-th output tensor is the same as <em>input</em> except along <em>axis</em> where the dimension size is <em>splits[i]</em>.</p>
    </div>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsplitoptions" id="ref-for-dictdef-mlsplitoptions②">MLSplitOptions</a></code> has the following members:</p>
    <dl>
@@ -7768,14 +7715,14 @@ <h4 class="heading settled" data-level="7.8.43" id="api-mlgraphbuilder-split"><s
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="split(input, splits, options)|split(input, splits)" id="dom-mlgraphbuilder-split"><code>split(<var>input</var>, <var>splits</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑧">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑥">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑥">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑤">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>axis</var> be <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlsplitoptions-axis" id="ref-for-dom-mlsplitoptions-axis①">axis</a></code>.</p>
      <li data-md>
       <p>If <var>splits</var> is an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑦⓪">unsigned long</a></code>:</p>
       <ol>
        <li data-md>
-        <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑧">shape</a>[<var>axis</var>] % <var>splits</var> is not 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑦">TypeError</a></code>.</p>
+        <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑧">shape</a>[<var>axis</var>] % <var>splits</var> is not 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑥">TypeError</a></code>.</p>
        <li data-md>
         <p>Otherwise, let <var>splitCount</var> be <var>splits</var>.</p>
       </ol>
@@ -7783,7 +7730,7 @@ <h4 class="heading settled" data-level="7.8.43" id="api-mlgraphbuilder-split"><s
       <p>If <var>splits</var> is a sequence of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑦①">unsigned long</a></code>:</p>
       <ol>
        <li data-md>
-        <p>If the sum of its elements is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑨">shape</a>[<var>axis</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑧">TypeError</a></code>.</p>
+        <p>If the sum of its elements is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑨">shape</a>[<var>axis</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑦">TypeError</a></code>.</p>
        <li data-md>
         <p>Otherwise, let <var>splitCount</var> be <var>splits</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④④">size</a>.</p>
       </ol>
@@ -7793,9 +7740,9 @@ <h4 class="heading settled" data-level="7.8.43" id="api-mlgraphbuilder-split"><s
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators④⑧">operator</a> for the split operation, given <var>splits</var> and <var>options</var>.</p>
        <li data-md>
-        <p>Let <var>outputs</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤③">list</a>.</p>
+        <p>Let <var>outputs</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤②">list</a>.</p>
        <li data-md>
-        <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①②">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①②">the range</a> 0 to <var>splitCount</var>, exclusive:</p>
+        <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①①">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①①">the range</a> 0 to <var>splitCount</var>, exclusive:</p>
         <ol>
          <li data-md>
           <p>Let <var>operand</var> be the result of <a data-link-type="dfn" href="#copy-an-mloperand" id="ref-for-copy-an-mloperand①⑦">copying an MLOperand</a> given <var>input</var>.</p>
@@ -7840,7 +7787,7 @@ <h4 class="heading settled" data-level="7.8.43" id="api-mlgraphbuilder-split"><s
    <h4 class="heading settled" data-level="7.8.44" id="api-mlgraphbuilder-tanh-method"><span class="secno">7.8.44. </span><span class="content">tanh</span><a class="self-link" href="#api-mlgraphbuilder-tanh-method"></a></h4>
     Compute the <a href="https://en.wikipedia.org/wiki/Hyperbolic_functions">hyperbolic tangent function</a> of the input tensor. The calculation follows the expression <code>(exp(2 * x) - 1) / (exp(2 * x) + 1)</code>. 
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑥①"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑧③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-tanh" id="ref-for-dom-mlgraphbuilder-tanh"><c- g>tanh</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑧④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/tanh(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-tanh-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-tanh-input-input"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑧①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-tanh" id="ref-for-dom-mlgraphbuilder-tanh"><c- g>tanh</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑧②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/tanh(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-tanh-input-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-tanh-input-input"></a></dfn>);
   <a data-link-type="idl-name" href="#mlactivation" id="ref-for-mlactivation⑤①"><c- n>MLActivation</c-></a> <a class="idl-code" data-link-type="method" href="#tanh-noargs" id="ref-for-tanh-noargs②"><c- g>tanh</c-></a>();
 };
 </pre>
@@ -7858,21 +7805,21 @@ <h5 class="heading settled" data-level="7.8.44.1" id="api-mlgraphbuilder-tanh-in
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧⑤">MLOperand</a></code>. The input tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧③">MLOperand</a></code>. The input tensor.</p>
     </ul>
     <p><strong>Returns:</strong></p>
     <ul>
      <li data-md>
-      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧⑥">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
+      <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧④">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
    <details class="algorithm" data-algorithm="tanh(input)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-tanh"><code>tanh(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑨">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑧">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑧">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑥">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⓪">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑧">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑦">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑥">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑨">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7908,7 +7855,7 @@ <h5 class="heading settled" data-level="7.8.44.2" id="api-mlgraphbuilder-tanh"><
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="tanh-noargs"><code>tanh()</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation①②">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①①⓪">this</a> and "tanh".</p>
+      <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation①②">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑧">this</a> and "tanh".</p>
      <li data-md>
       <p>Return <var>op</var>.</p>
     </ol>
@@ -7920,7 +7867,7 @@ <h4 class="heading settled" data-level="7.8.45" id="api-mlgraphbuilder-transpose
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑥②"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑧⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-transpose" id="ref-for-dom-mlgraphbuilder-transpose"><c- g>transpose</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑧⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/transpose(input, options), MLGraphBuilder/transpose(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-transpose-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-transpose-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mltransposeoptions" id="ref-for-dictdef-mltransposeoptions"><c- n>MLTransposeOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/transpose(input, options), MLGraphBuilder/transpose(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-transpose-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-transpose-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑧⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-transpose" id="ref-for-dom-mlgraphbuilder-transpose"><c- g>transpose</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑧⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/transpose(input, options), MLGraphBuilder/transpose(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-transpose-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-transpose-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mltransposeoptions" id="ref-for-dictdef-mltransposeoptions"><c- n>MLTransposeOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/transpose(input, options), MLGraphBuilder/transpose(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-transpose-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-transpose-input-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mltransposeoptions" id="ref-for-dictdef-mltransposeoptions①">MLTransposeOptions</a></code> has the following members:</p>
@@ -7935,11 +7882,11 @@ <h4 class="heading settled" data-level="7.8.45" id="api-mlgraphbuilder-transpose
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧⑨">MLOperand</a></code>. The input N-D tensor.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧⑦">MLOperand</a></code>. The input N-D tensor.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mltransposeoptions" id="ref-for-dictdef-mltransposeoptions②">MLTransposeOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨⓪">MLOperand</a></code>. The permuted or transposed N-D tensor.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧⑧">MLOperand</a></code>. The permuted or transposed N-D tensor.</p>
    </div>
    <details class="algorithm" data-algorithm="transpose(input, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="transpose(input, options)|transpose(input)" id="dom-mlgraphbuilder-transpose"><code>transpose(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
@@ -7950,11 +7897,11 @@ <h4 class="heading settled" data-level="7.8.45" id="api-mlgraphbuilder-transpose
       <p>Otherwise if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mltransposeoptions-permutation" id="ref-for-dom-mltransposeoptions-permutation③">permutation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①②②">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦①">rank</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦②">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦①">rank</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦②">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⓪">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its values are not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①③">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦③">rank</a> exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥②">TypeError</a></code>.</p>
+        <p>If its values are not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①②">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦③">rank</a> exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If it contains duplicate values, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥③">TypeError</a></code>.</p>
+        <p>If it contains duplicate values, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥②">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -7982,7 +7929,7 @@ <h4 class="heading settled" data-level="7.8.46" id="api-mlgraphbuilder-triangula
 };
 
 <c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑥③"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑨①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-triangular" id="ref-for-dom-mlgraphbuilder-triangular"><c- g>triangular</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑨②"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/triangular(input, options), MLGraphBuilder/triangular(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-triangular-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-triangular-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mltriangularoptions" id="ref-for-dictdef-mltriangularoptions"><c- n>MLTriangularOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/triangular(input, options), MLGraphBuilder/triangular(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-triangular-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-triangular-input-options-options"></a></dfn> = {});
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑧⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-triangular" id="ref-for-dom-mlgraphbuilder-triangular"><c- g>triangular</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑨⓪"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/triangular(input, options), MLGraphBuilder/triangular(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-triangular-input-options-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-triangular-input-options-input"></a></dfn>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mltriangularoptions" id="ref-for-dictdef-mltriangularoptions"><c- n>MLTriangularOptions</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/triangular(input, options), MLGraphBuilder/triangular(input)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-triangular-input-options-options"><code><c- g>options</c-></code><a class="self-link" href="#dom-mlgraphbuilder-triangular-input-options-options"></a></dfn> = {});
 };
 </pre>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mltriangularoptions" id="ref-for-dictdef-mltriangularoptions①">MLTriangularOptions</a></code> has the following members:</p>
@@ -7998,17 +7945,17 @@ <h4 class="heading settled" data-level="7.8.46" id="api-mlgraphbuilder-triangula
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨③">MLOperand</a></code>. The input tensor which is at least 2-D.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨①">MLOperand</a></code>. The input tensor which is at least 2-D.</p>
      <li data-md>
       <p><em>options</em>: an optional <code class="idl"><a data-link-type="idl" href="#dictdef-mltriangularoptions" id="ref-for-dictdef-mltriangularoptions②">MLTriangularOptions</a></code>. The optional parameters of the operation.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨④">MLOperand</a></code>. The output tensor representing a triangular matrix, or batch of matrices which is the same shape as the input.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨②">MLOperand</a></code>. The output tensor representing a triangular matrix, or batch of matrices which is the same shape as the input.</p>
    </div>
    <details class="algorithm" data-algorithm="triangular(input, options)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="triangular(input, options)|triangular(input)" id="dom-mlgraphbuilder-triangular"><code>triangular(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦④">rank</a> is less than 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥④">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦④">rank</a> is less than 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥③">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -8090,45 +8037,45 @@ <h4 class="heading settled" data-level="7.8.47" id="api-mlgraphbuilder-where"><s
    <p>The input tensors will be broadcasted according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a> to the final output shape. The <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦⑤">rank</a> of the output tensor is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦⑥">rank</a> of the input tensors.
 For each dimension of the output tensor, its size is the maximum size along that dimension of the input tensors.</p>
 <pre class="idl highlight def"><c- b>partial</c-> <c- b>interface</c-> <a class="idl-code" data-link-type="interface" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder⑥④"><c- g>MLGraphBuilder</c-></a> {
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑨⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-where" id="ref-for-dom-mlgraphbuilder-where"><c- g>where</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑨⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/where(condition, input, other)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-where-condition-input-other-condition"><code><c- g>condition</c-></code><a class="self-link" href="#dom-mlgraphbuilder-where-condition-input-other-condition"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑨⑦"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/where(condition, input, other)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-where-condition-input-other-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-where-condition-input-other-input"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑨⑧"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/where(condition, input, other)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-where-condition-input-other-other"><code><c- g>other</c-></code><a class="self-link" href="#dom-mlgraphbuilder-where-condition-input-other-other"></a></dfn>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑨③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-where" id="ref-for-dom-mlgraphbuilder-where"><c- g>where</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑨④"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/where(condition, input, other)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-where-condition-input-other-condition"><code><c- g>condition</c-></code><a class="self-link" href="#dom-mlgraphbuilder-where-condition-input-other-condition"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑨⑤"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/where(condition, input, other)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-where-condition-input-other-input"><code><c- g>input</c-></code><a class="self-link" href="#dom-mlgraphbuilder-where-condition-input-other-input"></a></dfn>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③⑨⑥"><c- n>MLOperand</c-></a> <dfn class="idl-code" data-dfn-for="MLGraphBuilder/where(condition, input, other)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-where-condition-input-other-other"><code><c- g>other</c-></code><a class="self-link" href="#dom-mlgraphbuilder-where-condition-input-other-other"></a></dfn>);
 };
 </pre>
    <div>
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><em>condition</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨⑨">MLOperand</a></code>. The condition tensor.</p>
+      <p><em>condition</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨⑦">MLOperand</a></code>. The condition tensor.</p>
      <li data-md>
-      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand④⓪⓪">MLOperand</a></code>. The input tensor from which the value is selected when the condition of the corresponding element is set to true.</p>
+      <p><em>input</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨⑧">MLOperand</a></code>. The input tensor from which the value is selected when the condition of the corresponding element is set to true.</p>
      <li data-md>
-      <p><em>other</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand④⓪①">MLOperand</a></code>. The other tensor from which the value is selected when the condition of the corresponding element is set to false.</p>
+      <p><em>other</em>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨⑨">MLOperand</a></code>. The other tensor from which the value is selected when the condition of the corresponding element is set to false.</p>
     </ul>
-    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand④⓪②">MLOperand</a></code>. The output tensor that contains the values selected element-wise from either the input or the other tensor.</p>
+    <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand④⓪⓪">MLOperand</a></code>. The output tensor that contains the values selected element-wise from either the input or the other tensor.</p>
    </div>
    <details class="algorithm" data-algorithm="where(condition, input, other)" data-algorithm-for="MLGraphBuilder" open>
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-where"><code>where(<var>condition</var>, <var>input</var>, <var>other</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <var>condition</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑨">dataType</a> is not equal to <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8②">"uint8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⑤">TypeError</a></code>.</p>
+      <p>If <var>condition</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑨">dataType</a> is not equal to <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8②">"uint8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②⓪">dataType</a> is not equal to <var>other</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⑥">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②⓪">dataType</a> is not equal to <var>other</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor④①">MLOperandDescriptor</a></code>.</p>
+      <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor④⓪">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⑦">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②②">dataType</a>.</p>
+      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⑤">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②②">dataType</a>.</p>
      <li data-md>
-      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③⑥">dimensions</a></code> to the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes③">bidirectionally broadcasting the shapes</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦③">shape</a> and <var>other</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦④">shape</a>.</p>
+      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③⑤">dimensions</a></code> to the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes③">bidirectionally broadcasting the shapes</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦③">shape</a> and <var>other</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦④">shape</a>.</p>
       <ol>
        <li data-md>
-        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⑦">TypeError</a></code>.</p>
+        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⑥">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>If <var>condition</var> is not <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable">bidirectionally broadcastable</a> to <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③⑦">dimensions</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⑧">TypeError</a></code>.</p>
+      <p>If <var>condition</var> is not <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable">bidirectionally broadcastable</a> to <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③⑥">dimensions</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⑦">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②⑨">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①①①">this</a> and <var>descriptor</var>.</p>
+        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②⑧">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑨">this</a> and <var>descriptor</var>.</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators⑤②">operator</a> for the where operation, given <var>condition</var>, <var>input</var> and <var>other</var>.</p>
        <li data-md>
@@ -8160,7 +8107,7 @@ <h2 class="heading settled" data-level="8" id="algorithms"><span class="secno">8
    <h3 class="heading settled" data-level="8.1" id="algorithms-broadcasting"><span class="secno">8.1. </span><span class="content">Broadcasting</span><a class="self-link" href="#algorithms-broadcasting"></a></h3>
    <p>Broadcasting refers to how operations treat tensors with different shapes, and follow the precedent set by <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>.</p>
    <details class="algorithm" data-algorithm="unidirectionally broadcasting the shapes" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="unidirectionally broadcasting the shapes" data-noexport id="unidirectionally-broadcasting-the-shapes">unidirectionally broadcast the shapes</dfn> <var>shapeA</var> and <var>shapeB</var>, perform the following steps. <var>shapeA</var> and <var>shapeB</var> are <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤④">lists</a> of positive integers, representing the dimensions of tensors, and the steps return a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑤">list</a> of positive integers, or failure. </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="unidirectionally broadcasting the shapes" data-noexport id="unidirectionally-broadcasting-the-shapes">unidirectionally broadcast the shapes</dfn> <var>shapeA</var> and <var>shapeB</var>, perform the following steps. <var>shapeA</var> and <var>shapeB</var> are <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤③">lists</a> of positive integers, representing the dimensions of tensors, and the steps return a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤④">list</a> of positive integers, or failure. </summary>
     <ol>
      <li data-md>
       <p>Let <var>sizeA</var> be <var>shapeA</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④⑤">size</a>.</p>
@@ -8173,9 +8120,9 @@ <h3 class="heading settled" data-level="8.1" id="algorithms-broadcasting"><span
      <li data-md>
       <p>While <var>paddedB</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④⑦">size</a> is less than <var>sizeA</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-prepend" id="ref-for-list-prepend">prepend</a> 1 to <var>paddedB</var>.</p>
      <li data-md>
-      <p>Let <var>outputShape</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑥">list</a>.</p>
+      <p>Let <var>outputShape</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑤">list</a>.</p>
      <li data-md>
-      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①③">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①④">the range</a> 0 to <var>sizeA</var>, exclusive:</p>
+      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①②">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①③">the range</a> 0 to <var>sizeA</var>, exclusive:</p>
       <ol>
        <li data-md>
         <p>Let <var>dimA</var> be <var>shapeA</var>[<var>index</var>].</p>
@@ -8192,7 +8139,7 @@ <h3 class="heading settled" data-level="8.1" id="algorithms-broadcasting"><span
    </details>
    <p class="algorithm" data-algorithm="unidirectionally broadcastable"> <var>shapeA</var> is <dfn class="dfn-paneled" data-dfn-type="dfn" data-noexport id="unidirectionally-broadcastable">unidirectionally broadcastable</dfn> to <var>shapeB</var> if <a data-link-type="dfn" href="#unidirectionally-broadcasting-the-shapes" id="ref-for-unidirectionally-broadcasting-the-shapes②">unidirectionally broadcasting the shapes</a> <var>shapeA</var> and <var>shapeB</var> does not result in failure. </p>
    <details class="algorithm" data-algorithm="bidirectionally broadcasting the shapes" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="bidirectionally broadcasting the shapes" data-noexport id="bidirectionally-broadcasting-the-shapes">bidirectionally broadcast the shapes</dfn> <var>shapeA</var> and <var>shapeB</var>, perform the following steps. <var>shapeA</var> and <var>shapeB</var> are <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑦">lists</a> of positive integers, representing the dimensions of tensors, and the steps return a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑧">list</a> of positive integers, or failure. </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="bidirectionally broadcasting the shapes" data-noexport id="bidirectionally-broadcasting-the-shapes">bidirectionally broadcast the shapes</dfn> <var>shapeA</var> and <var>shapeB</var>, perform the following steps. <var>shapeA</var> and <var>shapeB</var> are <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑥">lists</a> of positive integers, representing the dimensions of tensors, and the steps return a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑦">list</a> of positive integers, or failure. </summary>
     <ol>
      <li data-md>
       <p>Let <var>sizeA</var> be <var>shapeA</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④⑧">size</a>.</p>
@@ -8209,9 +8156,9 @@ <h3 class="heading settled" data-level="8.1" id="algorithms-broadcasting"><span
      <li data-md>
       <p>While <var>paddedB</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑤①">size</a> is less than <var>outputSize</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-prepend" id="ref-for-list-prepend②">prepend</a> 1 to <var>paddedB</var>.</p>
      <li data-md>
-      <p>Let <var>outputShape</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑨">list</a>.</p>
+      <p>Let <var>outputShape</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑧">list</a>.</p>
      <li data-md>
-      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①④">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①⑤">the range</a> 0 to <var>outputSize</var>, exclusive:</p>
+      <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①③">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①④">the range</a> 0 to <var>outputSize</var>, exclusive:</p>
       <ol>
        <li data-md>
         <p>Let <var>dimA</var> be <var>paddedA</var>[<var>index</var>].</p>
@@ -8308,15 +8255,15 @@ <h2 class="heading settled" data-level="9" id="examples"><span class="secno">9.
     </details>
    </div>
    <h2 class="heading settled" data-level="10" id="appendices"><span class="secno">10. </span><span class="content">Appendices</span><a class="self-link" href="#appendices"></a></h2>
-   <h3 class="heading settled" data-level="10.1" id="appendices-mloperanddatatype-arraybufferview-compatibility"><span class="secno">10.1. </span><span class="content"><code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⓪">MLOperandDataType</a></code> and <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#ArrayBufferView" id="ref-for-ArrayBufferView①①">ArrayBufferView</a></code> compatibility</span><a class="self-link" href="#appendices-mloperanddatatype-arraybufferview-compatibility"></a></h3>
+   <h3 class="heading settled" data-level="10.1" id="appendices-mloperanddatatype-arraybufferview-compatibility"><span class="secno">10.1. </span><span class="content"><code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑨">MLOperandDataType</a></code> and <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#ArrayBufferView" id="ref-for-ArrayBufferView①①">ArrayBufferView</a></code> compatibility</span><a class="self-link" href="#appendices-mloperanddatatype-arraybufferview-compatibility"></a></h3>
    <table class="data">
     <thead class="stickyheader">
      <tr>
-      <th><code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①①">MLOperandDataType</a></code> 
+      <th><code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⓪">MLOperandDataType</a></code> 
       <th><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#ArrayBufferView" id="ref-for-ArrayBufferView①②">ArrayBufferView</a></code> 
     <tbody>
      <tr>
-      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑨">float32</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑧">float32</a></code> 
       <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Float32Array" id="ref-for-idl-Float32Array">Float32Array</a></code> 
      <tr>
       <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑦">float16</a></code> 
@@ -8328,7 +8275,7 @@ <h3 class="heading settled" data-level="10.1" id="appendices-mloperanddatatype-a
       <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32⑥">uint32</a></code> 
       <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Uint32Array" id="ref-for-idl-Uint32Array">Uint32Array</a></code> 
      <tr>
-      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8⑥">int8</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8⑤">int8</a></code> 
       <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Int8Array" id="ref-for-idl-Int8Array">Int8Array</a></code> 
      <tr>
       <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8③">uint8</a></code> 
@@ -8511,7 +8458,6 @@ <h3 class="no-num no-ref heading settled" id="index-defined-here"><span class="c
    <li><a href="#dom-mlpaddingmode-constant">"constant"</a><span>, in § 7.8.31</span>
    <li><a href="#dom-mlgraphbuilder-constant">constant(descriptor, bufferView)</a><span>, in § 7.8.3.1</span>
    <li><a href="#computational-graph-constants">constants</a><span>, in § 6.1</span>
-   <li><a href="#dom-mlgraphbuilder-constant-start-end-step-type">constant(start, end, step, type)</a><span>, in § 7.8.3.3</span>
    <li><a href="#dom-mlgraphbuilder-constant-value-type">constant(value)</a><span>, in § 7.8.3.2</span>
    <li><a href="#dom-mlgraphbuilder-constant-value-type">constant(value, type)</a><span>, in § 7.8.3.2</span>
    <li><a href="#dom-mlgraphbuilder-mlgraphbuilder">constructor(context)</a><span>, in § 7.8.1</span>
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@@ -10186,21 +10132,21 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
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MLGraphBuilder interface"}, {"refs": [{"id": "ref-for-mloperand\u2463\u24ea"}, {"id": "ref-for-mloperand\u2463\u2460"}], "title": "7.8.2. input operands"}, {"refs": [{"id": "ref-for-mloperand\u2463\u2461"}], "title": "7.8.3. constant operands"}, {"refs": [{"id": "ref-for-mloperand\u2463\u2462"}, {"id": "ref-for-mloperand\u2463\u2463"}], "title": "7.8.3.1. constant(descriptor, bufferView)"}, {"refs": [{"id": "ref-for-mloperand\u2463\u2464"}, {"id": "ref-for-mloperand\u2463\u2465"}], "title": "7.8.3.2. constant(value, type)"}, {"refs": [{"id": "ref-for-mloperand\u2463\u2466"}, {"id": "ref-for-mloperand\u2463\u2467"}], "title": "7.8.3.3. constant(start, end, step, type)"}, {"refs": [{"id": "ref-for-mloperand\u2463\u2468"}], "title": "7.8.4. build method"}, {"refs": [{"id": "ref-for-mloperand\u2464\u24ea"}, {"id": "ref-for-mloperand\u2464\u2460"}, {"id": "ref-for-mloperand\u2464\u2461"}, {"id": "ref-for-mloperand\u2464\u2462"}, {"id": "ref-for-mloperand\u2464\u2463"}, {"id": "ref-for-mloperand\u2464\u2464"}, {"id": "ref-for-mloperand\u2464\u2465"}], "title": "7.8.5. argMin/argMax operations"}, {"refs": [{"id": "ref-for-mloperand\u2464\u2466"}, {"id": "ref-for-mloperand\u2464\u2467"}, {"id": "ref-for-mloperand\u2464\u2468"}, {"id": "ref-for-mloperand\u2465\u24ea"}, {"id": "ref-for-mloperand\u2465\u2460"}, {"id": "ref-for-mloperand\u2465\u2461"}, {"id": "ref-for-mloperand\u2465\u2462"}, {"id": "ref-for-mloperand\u2465\u2463"}, {"id": "ref-for-mloperand\u2465\u2464"}, {"id": "ref-for-mloperand\u2465\u2465"}, {"id": "ref-for-mloperand\u2465\u2466"}, {"id": "ref-for-mloperand\u2465\u2467"}], "title": "7.8.6. batchNormalization"}, {"refs": [{"id": "ref-for-mloperand\u2465\u2468"}, {"id": "ref-for-mloperand\u2466\u24ea"}, {"id": "ref-for-mloperand\u2466\u2460"}, {"id": "ref-for-mloperand\u2466\u2461"}], "title": "7.8.7. cast"}, {"refs": [{"id": "ref-for-mloperand\u2466\u2462"}, {"id": "ref-for-mloperand\u2466\u2463"}], "title": "7.8.8. clamp"}, {"refs": [{"id": "ref-for-mloperand\u2466\u2464"}, {"id": "ref-for-mloperand\u2466\u2465"}], "title": "7.8.8.1. clamp(input, options)"}, {"refs": [{"id": "ref-for-mloperand\u2466\u2466"}, {"id": "ref-for-mloperand\u2466\u2467"}, {"id": "ref-for-mloperand\u2466\u2468"}, {"id": "ref-for-mloperand\u2467\u24ea"}], "title": "7.8.9. concat"}, {"refs": [{"id": "ref-for-mloperand\u2467\u2460"}, {"id": "ref-for-mloperand\u2467\u2461"}, {"id": "ref-for-mloperand\u2467\u2462"}, {"id": "ref-for-mloperand\u2467\u2463"}, {"id": "ref-for-mloperand\u2467\u2464"}, {"id": "ref-for-mloperand\u2467\u2465"}, {"id": "ref-for-mloperand\u2467\u2466"}, {"id": "ref-for-mloperand\u2467\u2467"}], "title": "7.8.10. conv2d"}, {"refs": [{"id": "ref-for-mloperand\u2467\u2468"}, {"id": "ref-for-mloperand\u2468\u24ea"}, {"id": "ref-for-mloperand\u2468\u2460"}, {"id": "ref-for-mloperand\u2468\u2461"}, {"id": "ref-for-mloperand\u2468\u2462"}, {"id": "ref-for-mloperand\u2468\u2463"}, {"id": "ref-for-mloperand\u2468\u2464"}, {"id": "ref-for-mloperand\u2468\u2465"}], "title": "7.8.11. convTranspose2d"}, {"refs": [{"id": "ref-for-mloperand\u2468\u2466"}, {"id": "ref-for-mloperand\u2468\u2467"}, {"id": "ref-for-mloperand\u2468\u2468"}, {"id": "ref-for-mloperand\u2460\u24ea\u24ea"}, {"id": "ref-for-mloperand\u2460\u24ea\u2460"}, {"id": "ref-for-mloperand\u2460\u24ea\u2461"}, {"id": "ref-for-mloperand\u2460\u24ea\u2462"}, {"id": "ref-for-mloperand\u2460\u24ea\u2463"}, {"id": "ref-for-mloperand\u2460\u24ea\u2464"}, {"id": "ref-for-mloperand\u2460\u24ea\u2465"}, {"id": "ref-for-mloperand\u2460\u24ea\u2466"}, {"id": "ref-for-mloperand\u2460\u24ea\u2467"}, {"id": "ref-for-mloperand\u2460\u24ea\u2468"}, {"id": "ref-for-mloperand\u2460\u2460\u24ea"}, {"id": "ref-for-mloperand\u2460\u2460\u2460"}, {"id": "ref-for-mloperand\u2460\u2460\u2461"}, {"id": "ref-for-mloperand\u2460\u2460\u2462"}, {"id": "ref-for-mloperand\u2460\u2460\u2463"}, {"id": "ref-for-mloperand\u2460\u2460\u2464"}, {"id": "ref-for-mloperand\u2460\u2460\u2465"}, {"id": "ref-for-mloperand\u2460\u2460\u2466"}, {"id": "ref-for-mloperand\u2460\u2460\u2467"}, {"id": "ref-for-mloperand\u2460\u2460\u2468"}, {"id": "ref-for-mloperand\u2460\u2461\u24ea"}, {"id": "ref-for-mloperand\u2460\u2461\u2460"}, {"id": "ref-for-mloperand\u2460\u2461\u2461"}], "title": "7.8.12. Element-wise binary operations"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2461\u2462"}, {"id": "ref-for-mloperand\u2460\u2461\u2463"}, {"id": "ref-for-mloperand\u2460\u2461\u2464"}, {"id": "ref-for-mloperand\u2460\u2461\u2465"}, {"id": "ref-for-mloperand\u2460\u2461\u2466"}, {"id": "ref-for-mloperand\u2460\u2461\u2467"}, {"id": "ref-for-mloperand\u2460\u2461\u2468"}, {"id": "ref-for-mloperand\u2460\u2462\u24ea"}, {"id": "ref-for-mloperand\u2460\u2462\u2460"}, {"id": "ref-for-mloperand\u2460\u2462\u2461"}, {"id": "ref-for-mloperand\u2460\u2462\u2462"}, {"id": "ref-for-mloperand\u2460\u2462\u2463"}, {"id": "ref-for-mloperand\u2460\u2462\u2464"}, {"id": "ref-for-mloperand\u2460\u2462\u2465"}, {"id": "ref-for-mloperand\u2460\u2462\u2466"}, {"id": "ref-for-mloperand\u2460\u2462\u2467"}, {"id": "ref-for-mloperand\u2460\u2462\u2468"}, {"id": "ref-for-mloperand\u2460\u2463\u24ea"}, {"id": "ref-for-mloperand\u2460\u2463\u2460"}, {"id": "ref-for-mloperand\u2460\u2463\u2461"}, {"id": "ref-for-mloperand\u2460\u2463\u2462"}, {"id": "ref-for-mloperand\u2460\u2463\u2463"}], "title": "7.8.13. Element-wise logical operations"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2463\u2464"}, {"id": "ref-for-mloperand\u2460\u2463\u2465"}, {"id": "ref-for-mloperand\u2460\u2463\u2466"}, {"id": "ref-for-mloperand\u2460\u2463\u2467"}, {"id": "ref-for-mloperand\u2460\u2463\u2468"}, {"id": "ref-for-mloperand\u2460\u2464\u24ea"}, {"id": "ref-for-mloperand\u2460\u2464\u2460"}, {"id": "ref-for-mloperand\u2460\u2464\u2461"}, {"id": "ref-for-mloperand\u2460\u2464\u2462"}, {"id": "ref-for-mloperand\u2460\u2464\u2463"}, {"id": "ref-for-mloperand\u2460\u2464\u2464"}, {"id": "ref-for-mloperand\u2460\u2464\u2465"}, {"id": "ref-for-mloperand\u2460\u2464\u2466"}, {"id": "ref-for-mloperand\u2460\u2464\u2467"}, {"id": "ref-for-mloperand\u2460\u2464\u2468"}, {"id": "ref-for-mloperand\u2460\u2465\u24ea"}, {"id": "ref-for-mloperand\u2460\u2465\u2460"}, {"id": "ref-for-mloperand\u2460\u2465\u2461"}, {"id": "ref-for-mloperand\u2460\u2465\u2462"}, {"id": "ref-for-mloperand\u2460\u2465\u2463"}, {"id": "ref-for-mloperand\u2460\u2465\u2464"}, {"id": "ref-for-mloperand\u2460\u2465\u2465"}, {"id": "ref-for-mloperand\u2460\u2465\u2466"}, {"id": "ref-for-mloperand\u2460\u2465\u2467"}, {"id": "ref-for-mloperand\u2460\u2465\u2468"}, {"id": "ref-for-mloperand\u2460\u2466\u24ea"}, {"id": "ref-for-mloperand\u2460\u2466\u2460"}, {"id": "ref-for-mloperand\u2460\u2466\u2461"}, {"id": "ref-for-mloperand\u2460\u2466\u2462"}], "title": "7.8.14. Element-wise unary operations"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2466\u2463"}, {"id": "ref-for-mloperand\u2460\u2466\u2464"}], "title": "7.8.15. elu"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2466\u2465"}, {"id": "ref-for-mloperand\u2460\u2466\u2466"}], "title": "7.8.15.1. elu(input, options)"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2466\u2467"}, {"id": "ref-for-mloperand\u2460\u2466\u2468"}, {"id": "ref-for-mloperand\u2460\u2467\u24ea"}, {"id": "ref-for-mloperand\u2460\u2467\u2460"}], "title": "7.8.16. expand"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2467\u2461"}, {"id": "ref-for-mloperand\u2460\u2467\u2462"}, {"id": "ref-for-mloperand\u2460\u2467\u2463"}, {"id": "ref-for-mloperand\u2460\u2467\u2464"}, {"id": "ref-for-mloperand\u2460\u2467\u2465"}, {"id": "ref-for-mloperand\u2460\u2467\u2466"}], "title": "7.8.17. gather"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2467\u2467"}, {"id": "ref-for-mloperand\u2460\u2467\u2468"}], "title": "7.8.18. gelu"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2468\u24ea"}, {"id": "ref-for-mloperand\u2460\u2468\u2460"}], "title": "7.8.18.1. gelu(input)"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2468\u2461"}, {"id": "ref-for-mloperand\u2460\u2468\u2462"}, {"id": "ref-for-mloperand\u2460\u2468\u2463"}, {"id": "ref-for-mloperand\u2460\u2468\u2464"}, {"id": "ref-for-mloperand\u2460\u2468\u2465"}, {"id": "ref-for-mloperand\u2460\u2468\u2466"}, {"id": "ref-for-mloperand\u2460\u2468\u2467"}, {"id": "ref-for-mloperand\u2460\u2468\u2468"}], "title": "7.8.19. gemm"}, {"refs": [{"id": "ref-for-mloperand\u2461\u24ea\u24ea"}, {"id": "ref-for-mloperand\u2461\u24ea\u2460"}, {"id": "ref-for-mloperand\u2461\u24ea\u2461"}, {"id": "ref-for-mloperand\u2461\u24ea\u2462"}, {"id": "ref-for-mloperand\u2461\u24ea\u2463"}, {"id": "ref-for-mloperand\u2461\u24ea\u2464"}, {"id": "ref-for-mloperand\u2461\u24ea\u2465"}, {"id": "ref-for-mloperand\u2461\u24ea\u2466"}, {"id": "ref-for-mloperand\u2461\u24ea\u2467"}, {"id": "ref-for-mloperand\u2461\u24ea\u2468"}, {"id": "ref-for-mloperand\u2461\u2460\u24ea"}, {"id": "ref-for-mloperand\u2461\u2460\u2460"}, {"id": "ref-for-mloperand\u2461\u2460\u2461"}, {"id": "ref-for-mloperand\u2461\u2460\u2462"}], "title": "7.8.20. gru"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2460\u2463"}, {"id": "ref-for-mloperand\u2461\u2460\u2464"}, {"id": "ref-for-mloperand\u2461\u2460\u2465"}, {"id": "ref-for-mloperand\u2461\u2460\u2466"}, {"id": "ref-for-mloperand\u2461\u2460\u2467"}, {"id": "ref-for-mloperand\u2461\u2460\u2468"}, {"id": "ref-for-mloperand\u2461\u2461\u24ea"}, {"id": "ref-for-mloperand\u2461\u2461\u2460"}, {"id": "ref-for-mloperand\u2461\u2461\u2461"}, {"id": "ref-for-mloperand\u2461\u2461\u2462"}, {"id": "ref-for-mloperand\u2461\u2461\u2463"}, {"id": "ref-for-mloperand\u2461\u2461\u2464"}, {"id": "ref-for-mloperand\u2461\u2461\u2465"}, {"id": "ref-for-mloperand\u2461\u2461\u2466"}], "title": "7.8.21. gruCell"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2461\u2467"}, {"id": "ref-for-mloperand\u2461\u2461\u2468"}], "title": "7.8.22. hardSigmoid"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2462\u24ea"}, {"id": "ref-for-mloperand\u2461\u2462\u2460"}], "title": "7.8.22.1. hardSigmoid(input, options)"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2462\u2461"}, {"id": "ref-for-mloperand\u2461\u2462\u2462"}], "title": "7.8.23. hardSwish"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2462\u2463"}, {"id": "ref-for-mloperand\u2461\u2462\u2464"}], "title": "7.8.23.1. hardSwish(input)"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2462\u2465"}, {"id": "ref-for-mloperand\u2461\u2462\u2466"}, {"id": "ref-for-mloperand\u2461\u2462\u2467"}, {"id": "ref-for-mloperand\u2461\u2462\u2468"}, {"id": "ref-for-mloperand\u2461\u2463\u24ea"}, {"id": "ref-for-mloperand\u2461\u2463\u2460"}, {"id": "ref-for-mloperand\u2461\u2463\u2461"}, {"id": "ref-for-mloperand\u2461\u2463\u2462"}], "title": "7.8.24. instanceNormalization"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2463\u2463"}, {"id": "ref-for-mloperand\u2461\u2463\u2464"}, {"id": "ref-for-mloperand\u2461\u2463\u2465"}, {"id": "ref-for-mloperand\u2461\u2463\u2466"}, {"id": "ref-for-mloperand\u2461\u2463\u2467"}, {"id": "ref-for-mloperand\u2461\u2463\u2468"}, {"id": "ref-for-mloperand\u2461\u2464\u24ea"}, {"id": "ref-for-mloperand\u2461\u2464\u2460"}], "title": "7.8.25. layerNormalization"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2464\u2461"}, {"id": "ref-for-mloperand\u2461\u2464\u2462"}], "title": "7.8.26. leakyRelu"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2464\u2463"}, {"id": "ref-for-mloperand\u2461\u2464\u2464"}], "title": "7.8.26.1. leakyRelu(input, options)"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2464\u2465"}, {"id": "ref-for-mloperand\u2461\u2464\u2466"}], "title": "7.8.27. linear"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2464\u2467"}, {"id": "ref-for-mloperand\u2461\u2464\u2468"}], "title": "7.8.27.1. linear(input, options)"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2465\u24ea"}, {"id": "ref-for-mloperand\u2461\u2465\u2460"}, {"id": "ref-for-mloperand\u2461\u2465\u2461"}, {"id": "ref-for-mloperand\u2461\u2465\u2462"}, {"id": "ref-for-mloperand\u2461\u2465\u2463"}, {"id": "ref-for-mloperand\u2461\u2465\u2464"}, {"id": "ref-for-mloperand\u2461\u2465\u2465"}, {"id": "ref-for-mloperand\u2461\u2465\u2466"}, {"id": "ref-for-mloperand\u2461\u2465\u2467"}, {"id": "ref-for-mloperand\u2461\u2465\u2468"}, {"id": "ref-for-mloperand\u2461\u2466\u24ea"}, {"id": "ref-for-mloperand\u2461\u2466\u2460"}, {"id": "ref-for-mloperand\u2461\u2466\u2461"}, {"id": "ref-for-mloperand\u2461\u2466\u2462"}, {"id": "ref-for-mloperand\u2461\u2466\u2463"}, {"id": "ref-for-mloperand\u2461\u2466\u2464"}, {"id": "ref-for-mloperand\u2461\u2466\u2465"}, {"id": "ref-for-mloperand\u2461\u2466\u2466"}], "title": "7.8.28. lstm"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2466\u2467"}, {"id": "ref-for-mloperand\u2461\u2466\u2468"}, {"id": "ref-for-mloperand\u2461\u2467\u24ea"}, {"id": "ref-for-mloperand\u2461\u2467\u2460"}, {"id": "ref-for-mloperand\u2461\u2467\u2461"}, {"id": "ref-for-mloperand\u2461\u2467\u2462"}, {"id": "ref-for-mloperand\u2461\u2467\u2463"}, {"id": "ref-for-mloperand\u2461\u2467\u2464"}, {"id": "ref-for-mloperand\u2461\u2467\u2465"}, {"id": "ref-for-mloperand\u2461\u2467\u2466"}, {"id": "ref-for-mloperand\u2461\u2467\u2467"}, {"id": "ref-for-mloperand\u2461\u2467\u2468"}, {"id": "ref-for-mloperand\u2461\u2468\u24ea"}, {"id": "ref-for-mloperand\u2461\u2468\u2460"}, {"id": "ref-for-mloperand\u2461\u2468\u2461"}, {"id": "ref-for-mloperand\u2461\u2468\u2462"}, {"id": "ref-for-mloperand\u2461\u2468\u2463"}, {"id": "ref-for-mloperand\u2461\u2468\u2464"}], "title": "7.8.29. lstmCell"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2468\u2465"}, {"id": "ref-for-mloperand\u2461\u2468\u2466"}, {"id": "ref-for-mloperand\u2461\u2468\u2467"}, {"id": "ref-for-mloperand\u2461\u2468\u2468"}, {"id": "ref-for-mloperand\u2462\u24ea\u24ea"}, {"id": "ref-for-mloperand\u2462\u24ea\u2460"}, {"id": "ref-for-mloperand\u2462\u24ea\u2461"}, {"id": "ref-for-mloperand\u2462\u24ea\u2462"}], "title": "7.8.30. matmul"}, {"refs": [{"id": "ref-for-mloperand\u2462\u24ea\u2463"}, {"id": "ref-for-mloperand\u2462\u24ea\u2464"}, {"id": "ref-for-mloperand\u2462\u24ea\u2465"}, {"id": "ref-for-mloperand\u2462\u24ea\u2466"}], "title": "7.8.31. pad"}, {"refs": [{"id": "ref-for-mloperand\u2462\u24ea\u2467"}, {"id": "ref-for-mloperand\u2462\u24ea\u2468"}, {"id": "ref-for-mloperand\u2462\u2460\u24ea"}, {"id": "ref-for-mloperand\u2462\u2460\u2460"}, {"id": "ref-for-mloperand\u2462\u2460\u2461"}, {"id": "ref-for-mloperand\u2462\u2460\u2462"}, {"id": "ref-for-mloperand\u2462\u2460\u2463"}, {"id": "ref-for-mloperand\u2462\u2460\u2464"}, {"id": "ref-for-mloperand\u2462\u2460\u2465"}], "title": "7.8.32. Pooling operations"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2460\u2466"}, {"id": "ref-for-mloperand\u2462\u2460\u2467"}, {"id": "ref-for-mloperand\u2462\u2460\u2468"}, {"id": "ref-for-mloperand\u2462\u2461\u24ea"}, {"id": "ref-for-mloperand\u2462\u2461\u2460"}, {"id": "ref-for-mloperand\u2462\u2461\u2461"}], "title": "7.8.33. prelu"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2461\u2462"}, {"id": "ref-for-mloperand\u2462\u2461\u2463"}, {"id": "ref-for-mloperand\u2462\u2461\u2464"}, {"id": "ref-for-mloperand\u2462\u2461\u2465"}, {"id": "ref-for-mloperand\u2462\u2461\u2466"}, {"id": "ref-for-mloperand\u2462\u2461\u2467"}, {"id": "ref-for-mloperand\u2462\u2461\u2468"}, {"id": "ref-for-mloperand\u2462\u2462\u24ea"}, {"id": "ref-for-mloperand\u2462\u2462\u2460"}, {"id": "ref-for-mloperand\u2462\u2462\u2461"}, {"id": "ref-for-mloperand\u2462\u2462\u2462"}, {"id": "ref-for-mloperand\u2462\u2462\u2463"}, {"id": "ref-for-mloperand\u2462\u2462\u2464"}, {"id": "ref-for-mloperand\u2462\u2462\u2465"}, {"id": "ref-for-mloperand\u2462\u2462\u2466"}, {"id": "ref-for-mloperand\u2462\u2462\u2467"}, {"id": "ref-for-mloperand\u2462\u2462\u2468"}, {"id": "ref-for-mloperand\u2462\u2463\u24ea"}, {"id": "ref-for-mloperand\u2462\u2463\u2460"}, {"id": "ref-for-mloperand\u2462\u2463\u2461"}, {"id": "ref-for-mloperand\u2462\u2463\u2462"}, {"id": "ref-for-mloperand\u2462\u2463\u2463"}, {"id": "ref-for-mloperand\u2462\u2463\u2464"}], "title": "7.8.34. Reduction operations"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2463\u2465"}, {"id": "ref-for-mloperand\u2462\u2463\u2466"}], "title": "7.8.35. relu"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2463\u2467"}, {"id": "ref-for-mloperand\u2462\u2463\u2468"}], "title": "7.8.35.1. relu(input)"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2464\u24ea"}, {"id": "ref-for-mloperand\u2462\u2464\u2460"}, {"id": "ref-for-mloperand\u2462\u2464\u2461"}, {"id": "ref-for-mloperand\u2462\u2464\u2462"}, {"id": "ref-for-mloperand\u2462\u2464\u2463"}], "title": "7.8.36. resample2d"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2464\u2464"}, {"id": "ref-for-mloperand\u2462\u2464\u2465"}, {"id": "ref-for-mloperand\u2462\u2464\u2466"}, {"id": "ref-for-mloperand\u2462\u2464\u2467"}], "title": "7.8.37. reshape"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2464\u2468"}, {"id": "ref-for-mloperand\u2462\u2465\u24ea"}], "title": "7.8.38. sigmoid"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2465\u2460"}, {"id": "ref-for-mloperand\u2462\u2465\u2461"}], "title": "7.8.38.1. sigmoid(input)"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2465\u2462"}, {"id": "ref-for-mloperand\u2462\u2465\u2463"}, {"id": "ref-for-mloperand\u2462\u2465\u2464"}, {"id": "ref-for-mloperand\u2462\u2465\u2465"}], "title": "7.8.39. slice"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2465\u2466"}, {"id": "ref-for-mloperand\u2462\u2465\u2467"}], "title": "7.8.40. softmax"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2465\u2468"}, {"id": "ref-for-mloperand\u2462\u2466\u24ea"}], "title": "7.8.40.1. softmax(input, axis)"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2466\u2460"}, {"id": "ref-for-mloperand\u2462\u2466\u2461"}], "title": "7.8.41. softplus"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2466\u2462"}, {"id": "ref-for-mloperand\u2462\u2466\u2463"}], "title": "7.8.41.1. softplus(input)"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2466\u2464"}, {"id": "ref-for-mloperand\u2462\u2466\u2465"}], "title": "7.8.42. softsign"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2466\u2466"}, {"id": "ref-for-mloperand\u2462\u2466\u2467"}], "title": "7.8.42.1. softsign(input)"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2466\u2468"}, {"id": "ref-for-mloperand\u2462\u2467\u24ea"}, {"id": "ref-for-mloperand\u2462\u2467\u2460"}, {"id": "ref-for-mloperand\u2462\u2467\u2461"}], "title": "7.8.43. split"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2467\u2462"}, {"id": "ref-for-mloperand\u2462\u2467\u2463"}], "title": "7.8.44. tanh"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2467\u2464"}, {"id": "ref-for-mloperand\u2462\u2467\u2465"}], "title": "7.8.44.1. tanh(input)"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2467\u2466"}, {"id": "ref-for-mloperand\u2462\u2467\u2467"}, {"id": "ref-for-mloperand\u2462\u2467\u2468"}, {"id": "ref-for-mloperand\u2462\u2468\u24ea"}], "title": "7.8.45. transpose"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2468\u2460"}, {"id": "ref-for-mloperand\u2462\u2468\u2461"}, {"id": "ref-for-mloperand\u2462\u2468\u2462"}, {"id": "ref-for-mloperand\u2462\u2468\u2463"}], "title": "7.8.46. triangular"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2468\u2464"}, {"id": "ref-for-mloperand\u2462\u2468\u2465"}, {"id": "ref-for-mloperand\u2462\u2468\u2466"}, {"id": "ref-for-mloperand\u2462\u2468\u2467"}, {"id": "ref-for-mloperand\u2462\u2468\u2468"}, {"id": "ref-for-mloperand\u2463\u24ea\u24ea"}, {"id": "ref-for-mloperand\u2463\u24ea\u2460"}, {"id": "ref-for-mloperand\u2463\u24ea\u2461"}], "title": "7.8.47. where"}], "external": false};
+window.dfnpanelData['mloperand'] = {"dfnID": "mloperand", "url": "#mloperand", "dfnText": "MLOperand", "refSections": [{"refs": [{"id": "ref-for-mloperand"}, {"id": "ref-for-mloperand\u2460"}, {"id": "ref-for-mloperand\u2461"}, {"id": "ref-for-mloperand\u2462"}, {"id": "ref-for-mloperand\u2463"}, {"id": "ref-for-mloperand\u2464"}, {"id": "ref-for-mloperand\u2465"}, {"id": "ref-for-mloperand\u2466"}, {"id": "ref-for-mloperand\u2467"}, {"id": "ref-for-mloperand\u2468"}, {"id": "ref-for-mloperand\u2460\u24ea"}], "title": "6.1. Overview"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2460"}, {"id": "ref-for-mloperand\u2460\u2461"}, {"id": "ref-for-mloperand\u2460\u2462"}, {"id": "ref-for-mloperand\u2460\u2463"}], "title": "7.4. MLGraph interface"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2464"}], "title": "7.5. MLOperandDescriptor dictionary"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2465"}, {"id": "ref-for-mloperand\u2460\u2466"}, {"id": "ref-for-mloperand\u2460\u2467"}, {"id": "ref-for-mloperand\u2460\u2468"}, {"id": "ref-for-mloperand\u2461\u24ea"}, {"id": "ref-for-mloperand\u2461\u2460"}, {"id": "ref-for-mloperand\u2461\u2461"}, {"id": "ref-for-mloperand\u2461\u2462"}, {"id": "ref-for-mloperand\u2461\u2463"}, {"id": "ref-for-mloperand\u2461\u2464"}, {"id": "ref-for-mloperand\u2461\u2465"}, {"id": "ref-for-mloperand\u2461\u2466"}], "title": "7.6. MLOperand interface"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2467"}, {"id": "ref-for-mloperand\u2461\u2468"}, {"id": "ref-for-mloperand\u2462\u24ea"}, {"id": "ref-for-mloperand\u2462\u2460"}, {"id": "ref-for-mloperand\u2462\u2461"}, {"id": "ref-for-mloperand\u2462\u2462"}], "title": "7.6.1. Creating an MLOperand"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2463"}], "title": "7.6.2. dataType()"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2464"}], "title": "7.6.3. shape()"}, {"refs": [{"id": "ref-for-mloperand\u2462\u2465"}, {"id": "ref-for-mloperand\u2462\u2466"}, {"id": "ref-for-mloperand\u2462\u2467"}, {"id": "ref-for-mloperand\u2462\u2468"}], "title": "7.8. MLGraphBuilder interface"}, {"refs": [{"id": "ref-for-mloperand\u2463\u24ea"}, {"id": "ref-for-mloperand\u2463\u2460"}], "title": "7.8.2. input operands"}, {"refs": [{"id": "ref-for-mloperand\u2463\u2461"}], "title": "7.8.3. constant operands"}, {"refs": [{"id": "ref-for-mloperand\u2463\u2462"}, {"id": "ref-for-mloperand\u2463\u2463"}], "title": "7.8.3.1. constant(descriptor, bufferView)"}, {"refs": [{"id": "ref-for-mloperand\u2463\u2464"}, {"id": "ref-for-mloperand\u2463\u2465"}], "title": "7.8.3.2. constant(value, type)"}, {"refs": [{"id": "ref-for-mloperand\u2463\u2466"}], "title": "7.8.4. build method"}, {"refs": [{"id": "ref-for-mloperand\u2463\u2467"}, {"id": "ref-for-mloperand\u2463\u2468"}, {"id": "ref-for-mloperand\u2464\u24ea"}, {"id": "ref-for-mloperand\u2464\u2460"}, {"id": "ref-for-mloperand\u2464\u2461"}, {"id": "ref-for-mloperand\u2464\u2462"}, {"id": "ref-for-mloperand\u2464\u2463"}], "title": "7.8.5. argMin/argMax operations"}, {"refs": [{"id": "ref-for-mloperand\u2464\u2464"}, {"id": "ref-for-mloperand\u2464\u2465"}, {"id": "ref-for-mloperand\u2464\u2466"}, {"id": "ref-for-mloperand\u2464\u2467"}, {"id": "ref-for-mloperand\u2464\u2468"}, {"id": "ref-for-mloperand\u2465\u24ea"}, {"id": "ref-for-mloperand\u2465\u2460"}, {"id": "ref-for-mloperand\u2465\u2461"}, {"id": "ref-for-mloperand\u2465\u2462"}, {"id": "ref-for-mloperand\u2465\u2463"}, {"id": "ref-for-mloperand\u2465\u2464"}, {"id": "ref-for-mloperand\u2465\u2465"}], "title": "7.8.6. batchNormalization"}, {"refs": [{"id": "ref-for-mloperand\u2465\u2466"}, {"id": "ref-for-mloperand\u2465\u2467"}, {"id": "ref-for-mloperand\u2465\u2468"}, {"id": "ref-for-mloperand\u2466\u24ea"}], "title": "7.8.7. cast"}, {"refs": [{"id": "ref-for-mloperand\u2466\u2460"}, {"id": "ref-for-mloperand\u2466\u2461"}], "title": "7.8.8. clamp"}, {"refs": [{"id": "ref-for-mloperand\u2466\u2462"}, {"id": "ref-for-mloperand\u2466\u2463"}], "title": "7.8.8.1. clamp(input, options)"}, {"refs": [{"id": "ref-for-mloperand\u2466\u2464"}, {"id": "ref-for-mloperand\u2466\u2465"}, {"id": "ref-for-mloperand\u2466\u2466"}, {"id": "ref-for-mloperand\u2466\u2467"}], "title": "7.8.9. concat"}, {"refs": [{"id": "ref-for-mloperand\u2466\u2468"}, {"id": "ref-for-mloperand\u2467\u24ea"}, {"id": "ref-for-mloperand\u2467\u2460"}, {"id": "ref-for-mloperand\u2467\u2461"}, {"id": "ref-for-mloperand\u2467\u2462"}, {"id": "ref-for-mloperand\u2467\u2463"}, {"id": "ref-for-mloperand\u2467\u2464"}, {"id": "ref-for-mloperand\u2467\u2465"}], "title": "7.8.10. conv2d"}, {"refs": [{"id": "ref-for-mloperand\u2467\u2466"}, {"id": "ref-for-mloperand\u2467\u2467"}, {"id": "ref-for-mloperand\u2467\u2468"}, {"id": "ref-for-mloperand\u2468\u24ea"}, {"id": "ref-for-mloperand\u2468\u2460"}, {"id": "ref-for-mloperand\u2468\u2461"}, {"id": "ref-for-mloperand\u2468\u2462"}, {"id": "ref-for-mloperand\u2468\u2463"}], "title": "7.8.11. convTranspose2d"}, {"refs": [{"id": "ref-for-mloperand\u2468\u2464"}, {"id": "ref-for-mloperand\u2468\u2465"}, {"id": "ref-for-mloperand\u2468\u2466"}, {"id": "ref-for-mloperand\u2468\u2467"}, {"id": "ref-for-mloperand\u2468\u2468"}, {"id": "ref-for-mloperand\u2460\u24ea\u24ea"}, {"id": "ref-for-mloperand\u2460\u24ea\u2460"}, {"id": "ref-for-mloperand\u2460\u24ea\u2461"}, {"id": "ref-for-mloperand\u2460\u24ea\u2462"}, {"id": "ref-for-mloperand\u2460\u24ea\u2463"}, {"id": "ref-for-mloperand\u2460\u24ea\u2464"}, {"id": "ref-for-mloperand\u2460\u24ea\u2465"}, {"id": "ref-for-mloperand\u2460\u24ea\u2466"}, {"id": "ref-for-mloperand\u2460\u24ea\u2467"}, {"id": "ref-for-mloperand\u2460\u24ea\u2468"}, {"id": "ref-for-mloperand\u2460\u2460\u24ea"}, {"id": "ref-for-mloperand\u2460\u2460\u2460"}, {"id": "ref-for-mloperand\u2460\u2460\u2461"}, {"id": "ref-for-mloperand\u2460\u2460\u2462"}, {"id": "ref-for-mloperand\u2460\u2460\u2463"}, {"id": "ref-for-mloperand\u2460\u2460\u2464"}, {"id": "ref-for-mloperand\u2460\u2460\u2465"}, {"id": "ref-for-mloperand\u2460\u2460\u2466"}, {"id": "ref-for-mloperand\u2460\u2460\u2467"}, {"id": "ref-for-mloperand\u2460\u2460\u2468"}, {"id": "ref-for-mloperand\u2460\u2461\u24ea"}], "title": "7.8.12. Element-wise binary operations"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2461\u2460"}, {"id": "ref-for-mloperand\u2460\u2461\u2461"}, {"id": "ref-for-mloperand\u2460\u2461\u2462"}, {"id": "ref-for-mloperand\u2460\u2461\u2463"}, {"id": "ref-for-mloperand\u2460\u2461\u2464"}, {"id": "ref-for-mloperand\u2460\u2461\u2465"}, {"id": "ref-for-mloperand\u2460\u2461\u2466"}, {"id": "ref-for-mloperand\u2460\u2461\u2467"}, {"id": "ref-for-mloperand\u2460\u2461\u2468"}, {"id": "ref-for-mloperand\u2460\u2462\u24ea"}, {"id": "ref-for-mloperand\u2460\u2462\u2460"}, {"id": "ref-for-mloperand\u2460\u2462\u2461"}, {"id": "ref-for-mloperand\u2460\u2462\u2462"}, {"id": "ref-for-mloperand\u2460\u2462\u2463"}, {"id": "ref-for-mloperand\u2460\u2462\u2464"}, {"id": "ref-for-mloperand\u2460\u2462\u2465"}, {"id": "ref-for-mloperand\u2460\u2462\u2466"}, {"id": "ref-for-mloperand\u2460\u2462\u2467"}, {"id": "ref-for-mloperand\u2460\u2462\u2468"}, {"id": "ref-for-mloperand\u2460\u2463\u24ea"}, {"id": "ref-for-mloperand\u2460\u2463\u2460"}, {"id": "ref-for-mloperand\u2460\u2463\u2461"}], "title": "7.8.13. Element-wise logical operations"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2463\u2462"}, {"id": "ref-for-mloperand\u2460\u2463\u2463"}, {"id": "ref-for-mloperand\u2460\u2463\u2464"}, {"id": "ref-for-mloperand\u2460\u2463\u2465"}, {"id": "ref-for-mloperand\u2460\u2463\u2466"}, {"id": "ref-for-mloperand\u2460\u2463\u2467"}, {"id": "ref-for-mloperand\u2460\u2463\u2468"}, {"id": "ref-for-mloperand\u2460\u2464\u24ea"}, {"id": "ref-for-mloperand\u2460\u2464\u2460"}, {"id": "ref-for-mloperand\u2460\u2464\u2461"}, {"id": "ref-for-mloperand\u2460\u2464\u2462"}, {"id": "ref-for-mloperand\u2460\u2464\u2463"}, {"id": "ref-for-mloperand\u2460\u2464\u2464"}, {"id": "ref-for-mloperand\u2460\u2464\u2465"}, {"id": "ref-for-mloperand\u2460\u2464\u2466"}, {"id": "ref-for-mloperand\u2460\u2464\u2467"}, {"id": "ref-for-mloperand\u2460\u2464\u2468"}, {"id": "ref-for-mloperand\u2460\u2465\u24ea"}, {"id": "ref-for-mloperand\u2460\u2465\u2460"}, {"id": "ref-for-mloperand\u2460\u2465\u2461"}, {"id": "ref-for-mloperand\u2460\u2465\u2462"}, {"id": "ref-for-mloperand\u2460\u2465\u2463"}, {"id": "ref-for-mloperand\u2460\u2465\u2464"}, {"id": "ref-for-mloperand\u2460\u2465\u2465"}, {"id": "ref-for-mloperand\u2460\u2465\u2466"}, {"id": "ref-for-mloperand\u2460\u2465\u2467"}, {"id": "ref-for-mloperand\u2460\u2465\u2468"}, {"id": "ref-for-mloperand\u2460\u2466\u24ea"}, {"id": "ref-for-mloperand\u2460\u2466\u2460"}], "title": "7.8.14. Element-wise unary operations"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2466\u2461"}, {"id": "ref-for-mloperand\u2460\u2466\u2462"}], "title": "7.8.15. elu"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2466\u2463"}, {"id": "ref-for-mloperand\u2460\u2466\u2464"}], "title": "7.8.15.1. elu(input, options)"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2466\u2465"}, {"id": "ref-for-mloperand\u2460\u2466\u2466"}, {"id": "ref-for-mloperand\u2460\u2466\u2467"}, {"id": "ref-for-mloperand\u2460\u2466\u2468"}], "title": "7.8.16. expand"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2467\u24ea"}, {"id": "ref-for-mloperand\u2460\u2467\u2460"}, {"id": "ref-for-mloperand\u2460\u2467\u2461"}, {"id": "ref-for-mloperand\u2460\u2467\u2462"}, {"id": "ref-for-mloperand\u2460\u2467\u2463"}, {"id": "ref-for-mloperand\u2460\u2467\u2464"}], "title": "7.8.17. gather"}, {"refs": [{"id": "ref-for-mloperand\u2460\u2467\u2465"}, {"id": "ref-for-mloperand\u2460\u2467\u2466"}], "title": "7.8.18. gelu"}, {"refs": 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[{"id": "ref-for-mloperand\u2461\u2463\u2461"}, {"id": "ref-for-mloperand\u2461\u2463\u2462"}, {"id": "ref-for-mloperand\u2461\u2463\u2463"}, {"id": "ref-for-mloperand\u2461\u2463\u2464"}, {"id": "ref-for-mloperand\u2461\u2463\u2465"}, {"id": "ref-for-mloperand\u2461\u2463\u2466"}, {"id": "ref-for-mloperand\u2461\u2463\u2467"}, {"id": "ref-for-mloperand\u2461\u2463\u2468"}], "title": "7.8.25. layerNormalization"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2464\u24ea"}, {"id": "ref-for-mloperand\u2461\u2464\u2460"}], "title": "7.8.26. leakyRelu"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2464\u2461"}, {"id": "ref-for-mloperand\u2461\u2464\u2462"}], "title": "7.8.26.1. leakyRelu(input, options)"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2464\u2463"}, {"id": "ref-for-mloperand\u2461\u2464\u2464"}], "title": "7.8.27. linear"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2464\u2465"}, {"id": "ref-for-mloperand\u2461\u2464\u2466"}], "title": "7.8.27.1. linear(input, options)"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2464\u2467"}, {"id": "ref-for-mloperand\u2461\u2464\u2468"}, {"id": "ref-for-mloperand\u2461\u2465\u24ea"}, {"id": "ref-for-mloperand\u2461\u2465\u2460"}, {"id": "ref-for-mloperand\u2461\u2465\u2461"}, {"id": "ref-for-mloperand\u2461\u2465\u2462"}, {"id": "ref-for-mloperand\u2461\u2465\u2463"}, {"id": "ref-for-mloperand\u2461\u2465\u2464"}, {"id": "ref-for-mloperand\u2461\u2465\u2465"}, {"id": "ref-for-mloperand\u2461\u2465\u2466"}, {"id": "ref-for-mloperand\u2461\u2465\u2467"}, {"id": "ref-for-mloperand\u2461\u2465\u2468"}, {"id": "ref-for-mloperand\u2461\u2466\u24ea"}, {"id": "ref-for-mloperand\u2461\u2466\u2460"}, {"id": "ref-for-mloperand\u2461\u2466\u2461"}, {"id": "ref-for-mloperand\u2461\u2466\u2462"}, {"id": "ref-for-mloperand\u2461\u2466\u2463"}, {"id": "ref-for-mloperand\u2461\u2466\u2464"}], "title": "7.8.28. lstm"}, {"refs": [{"id": "ref-for-mloperand\u2461\u2466\u2465"}, {"id": "ref-for-mloperand\u2461\u2466\u2466"}, {"id": 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 window.dfnpanelData['dom-mloperand-descriptor-slot'] = {"dfnID": "dom-mloperand-descriptor-slot", "url": "#dom-mloperand-descriptor-slot", "dfnText": "[[descriptor]]", "refSections": [{"refs": [{"id": "ref-for-dom-mloperand-descriptor-slot"}, {"id": "ref-for-dom-mloperand-descriptor-slot\u2460"}], "title": "7.6. MLOperand interface"}, {"refs": [{"id": "ref-for-dom-mloperand-descriptor-slot\u2461"}, {"id": "ref-for-dom-mloperand-descriptor-slot\u2462"}, {"id": "ref-for-dom-mloperand-descriptor-slot\u2463"}], "title": "7.6.1. Creating an MLOperand"}, {"refs": [{"id": "ref-for-dom-mloperand-descriptor-slot\u2464"}, {"id": "ref-for-dom-mloperand-descriptor-slot\u2465"}], "title": "7.8.4. build method"}, {"refs": [{"id": "ref-for-dom-mloperand-descriptor-slot\u2466"}, {"id": "ref-for-dom-mloperand-descriptor-slot\u2467"}], "title": "7.8.6. batchNormalization"}, {"refs": [{"id": "ref-for-dom-mloperand-descriptor-slot\u2468"}], "title": "7.8.31. pad"}, {"refs": [{"id": "ref-for-dom-mloperand-descriptor-slot\u2460\u24ea"}], "title": "7.8.32. Pooling operations"}, {"refs": [{"id": "ref-for-dom-mloperand-descriptor-slot\u2460\u2460"}], "title": "7.8.36. resample2d"}, {"refs": [{"id": "ref-for-dom-mloperand-descriptor-slot\u2460\u2461"}], "title": "7.8.37. reshape"}], "external": false};
 window.dfnpanelData['dom-mloperand-name-slot'] = {"dfnID": "dom-mloperand-name-slot", "url": "#dom-mloperand-name-slot", "dfnText": "[[name]]", "refSections": [{"refs": [{"id": "ref-for-dom-mloperand-name-slot"}, {"id": "ref-for-dom-mloperand-name-slot\u2460"}, {"id": "ref-for-dom-mloperand-name-slot\u2461"}], "title": "7.6.1. Creating an MLOperand"}, {"refs": [{"id": "ref-for-dom-mloperand-name-slot\u2462"}], "title": "7.8.2. input operands"}, {"refs": [{"id": "ref-for-dom-mloperand-name-slot\u2463"}, {"id": "ref-for-dom-mloperand-name-slot\u2464"}], "title": "7.8.4. build method"}], "external": false};
@@ -10208,7 +10154,7 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
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 window.dfnpanelData['mloperand-rank'] = {"dfnID": "mloperand-rank", "url": "#mloperand-rank", "dfnText": "rank", "refSections": [{"refs": [{"id": "ref-for-mloperand-rank"}, {"id": "ref-for-mloperand-rank\u2460"}], "title": "7.8.5. argMin/argMax operations"}, {"refs": [{"id": "ref-for-mloperand-rank\u2461"}, {"id": "ref-for-mloperand-rank\u2462"}, {"id": "ref-for-mloperand-rank\u2463"}, {"id": "ref-for-mloperand-rank\u2464"}, {"id": "ref-for-mloperand-rank\u2465"}, {"id": "ref-for-mloperand-rank\u2466"}], "title": "7.8.6. batchNormalization"}, {"refs": [{"id": "ref-for-mloperand-rank\u2467"}, {"id": "ref-for-mloperand-rank\u2468"}, {"id": "ref-for-mloperand-rank\u2460\u24ea"}, {"id": "ref-for-mloperand-rank\u2460\u2460"}, {"id": "ref-for-mloperand-rank\u2460\u2461"}], "title": "7.8.9. concat"}, {"refs": [{"id": "ref-for-mloperand-rank\u2460\u2462"}, {"id": "ref-for-mloperand-rank\u2460\u2463"}, {"id": "ref-for-mloperand-rank\u2460\u2464"}], "title": "7.8.10. conv2d"}, {"refs": [{"id": "ref-for-mloperand-rank\u2460\u2465"}, {"id": "ref-for-mloperand-rank\u2460\u2466"}, {"id": "ref-for-mloperand-rank\u2460\u2467"}], "title": "7.8.11. convTranspose2d"}, {"refs": [{"id": "ref-for-mloperand-rank\u2460\u2468"}, {"id": "ref-for-mloperand-rank\u2461\u24ea"}], "title": "7.8.12. Element-wise binary operations"}, {"refs": [{"id": "ref-for-mloperand-rank\u2461\u2460"}, {"id": "ref-for-mloperand-rank\u2461\u2461"}], "title": "7.8.13. Element-wise logical operations"}, {"refs": [{"id": "ref-for-mloperand-rank\u2461\u2462"}, {"id": "ref-for-mloperand-rank\u2461\u2463"}, {"id": "ref-for-mloperand-rank\u2461\u2464"}, {"id": "ref-for-mloperand-rank\u2461\u2465"}, {"id": "ref-for-mloperand-rank\u2461\u2466"}], "title": "7.8.17. gather"}, {"refs": [{"id": "ref-for-mloperand-rank\u2461\u2467"}, {"id": "ref-for-mloperand-rank\u2461\u2468"}], "title": "7.8.19. gemm"}, {"refs": [{"id": "ref-for-mloperand-rank\u2462\u24ea"}, {"id": "ref-for-mloperand-rank\u2462\u2460"}], "title": "7.8.20. gru"}, {"refs": [{"id": "ref-for-mloperand-rank\u2462\u2461"}, {"id": "ref-for-mloperand-rank\u2462\u2462"}, {"id": "ref-for-mloperand-rank\u2462\u2463"}], "title": "7.8.21. gruCell"}, {"refs": [{"id": "ref-for-mloperand-rank\u2462\u2464"}, {"id": "ref-for-mloperand-rank\u2462\u2465"}, {"id": "ref-for-mloperand-rank\u2462\u2466"}], "title": "7.8.24. instanceNormalization"}, {"refs": [{"id": "ref-for-mloperand-rank\u2462\u2467"}, {"id": "ref-for-mloperand-rank\u2462\u2468"}, {"id": "ref-for-mloperand-rank\u2463\u24ea"}, {"id": "ref-for-mloperand-rank\u2463\u2460"}, {"id": "ref-for-mloperand-rank\u2463\u2461"}], "title": "7.8.25. layerNormalization"}, {"refs": [{"id": "ref-for-mloperand-rank\u2463\u2462"}, {"id": "ref-for-mloperand-rank\u2463\u2463"}, {"id": "ref-for-mloperand-rank\u2463\u2464"}, {"id": "ref-for-mloperand-rank\u2463\u2465"}, {"id": "ref-for-mloperand-rank\u2463\u2466"}, {"id": "ref-for-mloperand-rank\u2463\u2467"}], "title": "7.8.28. lstm"}, {"refs": [{"id": "ref-for-mloperand-rank\u2463\u2468"}, {"id": "ref-for-mloperand-rank\u2464\u24ea"}, {"id": "ref-for-mloperand-rank\u2464\u2460"}, {"id": "ref-for-mloperand-rank\u2464\u2461"}], "title": "7.8.29. lstmCell"}, {"refs": [{"id": "ref-for-mloperand-rank\u2464\u2462"}, {"id": "ref-for-mloperand-rank\u2464\u2463"}, {"id": "ref-for-mloperand-rank\u2464\u2464"}], "title": "7.8.30. matmul"}, {"refs": [{"id": "ref-for-mloperand-rank\u2464\u2465"}, {"id": "ref-for-mloperand-rank\u2464\u2466"}, {"id": "ref-for-mloperand-rank\u2464\u2467"}, {"id": "ref-for-mloperand-rank\u2464\u2468"}], "title": "7.8.31. pad"}, {"refs": [{"id": "ref-for-mloperand-rank\u2465\u24ea"}], "title": "7.8.32. Pooling operations"}, {"refs": [{"id": "ref-for-mloperand-rank\u2465\u2460"}, {"id": "ref-for-mloperand-rank\u2465\u2461"}], "title": "7.8.34. Reduction operations"}, {"refs": [{"id": "ref-for-mloperand-rank\u2465\u2462"}], "title": "7.8.36. resample2d"}, {"refs": [{"id": "ref-for-mloperand-rank\u2465\u2463"}, {"id": "ref-for-mloperand-rank\u2465\u2464"}, {"id": "ref-for-mloperand-rank\u2465\u2465"}], "title": "7.8.39. slice"}, {"refs": [{"id": "ref-for-mloperand-rank\u2465\u2466"}], "title": "7.8.40.1. softmax(input, axis)"}, {"refs": [{"id": "ref-for-mloperand-rank\u2465\u2467"}], "title": "7.8.43. split"}, {"refs": [{"id": "ref-for-mloperand-rank\u2465\u2468"}, {"id": "ref-for-mloperand-rank\u2466\u24ea"}, {"id": "ref-for-mloperand-rank\u2466\u2460"}, {"id": "ref-for-mloperand-rank\u2466\u2461"}, {"id": "ref-for-mloperand-rank\u2466\u2462"}], "title": "7.8.45. transpose"}, {"refs": [{"id": "ref-for-mloperand-rank\u2466\u2463"}], "title": "7.8.46. triangular"}, {"refs": [{"id": "ref-for-mloperand-rank\u2466\u2464"}, {"id": "ref-for-mloperand-rank\u2466\u2465"}], "title": "7.8.47. where"}], "external": false};
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@@ -10228,7 +10174,6 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
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 window.dfnpanelData['dom-mlgraphbuilder-constant'] = {"dfnID": "dom-mlgraphbuilder-constant", "url": "#dom-mlgraphbuilder-constant", "dfnText": "constant(descriptor, bufferView)", "refSections": [{"refs": [{"id": "ref-for-dom-mlgraphbuilder-constant"}, {"id": "ref-for-dom-mlgraphbuilder-constant\u2460"}], "title": "7.8. MLGraphBuilder interface"}, {"refs": [{"id": "ref-for-dom-mlgraphbuilder-constant\u2461"}], "title": "7.8.3.1. constant(descriptor, bufferView)"}, {"refs": [{"id": "ref-for-dom-mlgraphbuilder-constant\u2462"}], "title": "7.8.4. build method"}], "external": false};
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 window.dfnpanelData['dom-mlgraphbuilder-build'] = {"dfnID": "dom-mlgraphbuilder-build", "url": "#dom-mlgraphbuilder-build", "dfnText": "build(outputs)", "refSections": [{"refs": [{"id": "ref-for-dom-mlgraphbuilder-build"}], "title": "6.1. Overview"}, {"refs": [{"id": "ref-for-dom-mlgraphbuilder-build\u2460"}, {"id": "ref-for-dom-mlgraphbuilder-build\u2461"}], "title": "7.8. MLGraphBuilder interface"}], "external": false};
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