diff --git a/index.html b/index.html
index 42fd36a5..6abb4913 100644
--- a/index.html
+++ b/index.html
@@ -7,7 +7,7 @@
   <link href="https://www.w3.org/StyleSheets/TR/2021/W3C-ED" rel="stylesheet">
   <meta content="Bikeshed version 742f3d674, updated Mon Nov 4 14:56:54 2024 -0800" name="generator">
   <link href="https://www.w3.org/TR/webnn/" rel="canonical">
-  <meta content="9a11f60b6a6dca062ef12964c87c6e86abc3d16e" name="revision">
+  <meta content="c237cf15afa30f43c5270136db970c291f6b11d2" name="revision">
   <meta content="dark light" name="color-scheme">
   <link href="https://www.w3.org/StyleSheets/TR/2021/dark.css" media="(prefers-color-scheme: dark)" rel="stylesheet" type="text/css">
 <style>
@@ -1018,7 +1018,7 @@
   <div class="head">
    <p data-fill-with="logo"><a class="logo" href="https://www.w3.org/"> <img alt="W3C" height="48" src="https://www.w3.org/StyleSheets/TR/2021/logos/W3C" width="72"> </a> </p>
    <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="2024-11-09">9 November 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="2024-11-15">15 November 2024</time></p>
    <details open>
     <summary>More details about this document</summary>
     <div data-fill-with="spec-metadata">
@@ -2161,6 +2161,8 @@ <h3 class="heading settled" data-level="7.6" id="api-mloperand"><span class="sec
    <p>The <dfn class="dfn-paneled idl-code" data-dfn-for="MLOperand" data-dfn-type="attribute" data-export id="dom-mloperand-datatype"><code>dataType</code></dfn> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#getter-steps" id="ref-for-getter-steps">getter steps</a> are to return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦">this</a>'s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype">dataType</a>.</p>
    <p>The <dfn class="dfn-paneled idl-code" data-dfn-for="MLOperand" data-dfn-type="attribute" data-export id="dom-mloperand-shape"><code>shape</code></dfn> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#getter-steps" id="ref-for-getter-steps①">getter steps</a> are to return <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧">this</a>'s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①">shape</a>.</p>
    <p>Since the <code class="idl"><a data-link-type="idl" href="#dom-mloperand-builder-slot" id="ref-for-dom-mloperand-builder-slot">[[builder]]</a></code> object is bound by the <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-mlgraphbuilder" id="ref-for-dom-mlgraphbuilder-mlgraphbuilder">MLGraphBuilder()</a></code> constructor to an <code class="idl"><a data-link-type="idl" href="#mlcontext" id="ref-for-mlcontext②②">MLContext</a></code> object, an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪">MLOperand</a></code> is also always bound to the same <code class="idl"><a data-link-type="idl" href="#mlcontext" id="ref-for-mlcontext②③">MLContext</a></code> object.</p>
+   <p>If an operation supports only a subset of <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑦">MLOperandDataType</a></code>s, the <dfn class="dfn-paneled" data-dfn-type="dfn" data-noexport id="allowed-data-types">allowed data types</dfn> for each of the operation’s input operands, including both positional arguments and options, are given as either an explicit list of <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑧">MLOperandDataType</a></code>s, or a constraint that the operand’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①">dataType</a> must be the <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="same as" data-noexport id="same-as">same type as</dfn> the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②">dataType</a> of another input operand, or <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="any data type" data-noexport id="any-data-type">any</dfn> to allow any <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑨">MLOperandDataType</a></code>.</p>
+   <p>If an operation requires input operands with a particular <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank">rank</a>, the <dfn class="dfn-paneled" data-dfn-type="dfn" data-noexport id="allowed-ranks">allowed ranks</dfn> for each of the operation’s input operands, including both positional arguments and options, are given as an explicit rank (e.g. 1), or <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="any rank" data-noexport id="any-rank">N</dfn> to allow any dimensionality. More specific constraints are common, such as when an input operand’s shape must be <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable">unidirectionally broadcastable</a> to or <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable">bidirectionally broadcastable</a> with another input operand; in these cases, the <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks">allowed ranks</a> are listed as a range, with specific validation given as steps in the operation.</p>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions">MLOperatorOptions</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOperatorOptions" data-dfn-type="dict-member" data-export id="dom-mloperatoroptions-label"><code>label</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-USVString" id="ref-for-idl-USVString④">USVString</a>, defaulting to <code>""</code></span>
@@ -2199,7 +2201,7 @@ <h4 class="heading settled" data-level="7.6.1" id="api-mloperand-create"><span c
    </details>
    <p class="algorithm" data-algorithm="validate operand" data-algorithm-for="MLGraphBuilder"> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-validate-operand">validate operand</dfn> given <code class="idl"><a data-link-type="idl" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder①⓪">MLGraphBuilder</a></code> <var>builder</var> and <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦">MLOperand</a></code> <var>operand</var>, return true if <var>operand</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-builder-slot" id="ref-for-dom-mloperand-builder-slot④">[[builder]]</a></code> is <var>builder</var>, and false otherwise. </p>
    <h5 class="heading settled" data-level="7.6.1.1" id="api-mlnumber-typedef"><span class="secno">7.6.1.1. </span><span class="content"><code class="idl"><a data-link-type="idl" href="#typedefdef-mlnumber" id="ref-for-typedefdef-mlnumber①">MLNumber</a></code></span><a class="self-link" href="#api-mlnumber-typedef"></a></h5>
-   <p><dfn class="dfn-paneled idl-code" data-dfn-type="typedef" data-export id="typedefdef-mlnumber"><code>MLNumber</code></dfn> is used when specifying the type of a numeric option for an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧">MLOperand</a></code> which can be of any <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑦">MLOperandDataType</a></code>, including both 64-bit integer types (<code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint64" id="ref-for-dom-mloperanddatatype-uint64">"uint64"</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64">"int64"</a></code>) and 32-bit floating point (<code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32">"float32"</a></code>). Implementations process the value according to the corresponding <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑧">MLOperandDataType</a></code>. For example, if <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-clamp" id="ref-for-dom-mlgraphbuilder-clamp">clamp(input, options)</a></code> is called with an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨">MLOperand</a></code> with <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①">dataType</a> <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32">"uint32"</a></code>, the <code class="idl"><a data-link-type="idl" href="#typedefdef-mlnumber" id="ref-for-typedefdef-mlnumber②">MLNumber</a></code> parameters are explicitly <a data-link-type="dfn" href="#cast" id="ref-for-cast">cast</a> to <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long②">unsigned long</a></code>.</p>
+   <p><dfn class="dfn-paneled idl-code" data-dfn-type="typedef" data-export id="typedefdef-mlnumber"><code>MLNumber</code></dfn> is used when specifying the type of a numeric option for an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧">MLOperand</a></code> which can be of any <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⓪">MLOperandDataType</a></code>, including both 64-bit integer types (<code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint64" id="ref-for-dom-mloperanddatatype-uint64">"uint64"</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64">"int64"</a></code>) and 32-bit floating point (<code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32">"float32"</a></code>). Implementations process the value according to the corresponding <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①①">MLOperandDataType</a></code>. For example, if <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-clamp" id="ref-for-dom-mlgraphbuilder-clamp">clamp(input, options)</a></code> is called with an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨">MLOperand</a></code> with <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③">dataType</a> <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32">"uint32"</a></code>, the <code class="idl"><a data-link-type="idl" href="#typedefdef-mlnumber" id="ref-for-typedefdef-mlnumber②">MLNumber</a></code> parameters are explicitly <a data-link-type="dfn" href="#cast" id="ref-for-cast">cast</a> to <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long②">unsigned long</a></code>.</p>
    <div class="note" role="note"> Specifying the option as <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-double" id="ref-for-idl-double">double</a></code> would lose accuracy when passing values over 2<sup>53</sup>, and specifying <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-long-long" id="ref-for-idl-long-long">long long</a></code> would disallow values over 2<sup>63</sup>. </div>
    <p class="issue" id="issue-63bb2306"><a class="self-link" href="#issue-63bb2306"></a> Support for unions of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-bigint" id="ref-for-idl-bigint①">bigint</a></code> and <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-numeric-type" id="ref-for-dfn-numeric-type">numeric types</a> is new in <a data-link-type="biblio" href="#biblio-webidl" title="Web IDL Standard">[WEBIDL]</a>, and implementation support is also limited. Prototype implementations are encouraged to provide feedback for this approach. <a href="https://github.com/whatwg/webidl/issues/1388">[Issue #whatwg/webidl#1388]</a></p>
    <h3 class="heading settled" data-level="7.7" id="api-mlgraphbuilder"><span class="secno">7.7. </span><span class="content"><code class="idl"><a data-link-type="idl" href="#mlgraphbuilder" id="ref-for-mlgraphbuilder①①">MLGraphBuilder</a></code> interface</span><a class="self-link" href="#api-mlgraphbuilder"></a></h3>
@@ -2218,7 +2220,7 @@ <h3 class="heading settled" data-level="7.7" id="api-mlgraphbuilder"><span class
   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand④②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-constant" id="ref-for-dom-mlgraphbuilder-constant"><c- g>constant</c-></a>(<a data-link-type="idl-name" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor①⑤"><c- n>MLOperandDescriptor</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-constant-descriptor-bufferview-descriptor" id="ref-for-dom-mlgraphbuilder-constant-descriptor-bufferview-descriptor"><c- g>descriptor</c-></a>, <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#ArrayBufferView" id="ref-for-ArrayBufferView⑨"><c- n>ArrayBufferView</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-constant-descriptor-bufferview-bufferview" id="ref-for-dom-mlgraphbuilder-constant-descriptor-bufferview-bufferview"><c- g>bufferView</c-></a>);
 
   // Create a scalar operand from the specified number of the specified type.
-  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand④③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-constant-type-value" id="ref-for-dom-mlgraphbuilder-constant-type-value"><c- g>constant</c-></a>(<a data-link-type="idl-name" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype⑨"><c- n>MLOperandDataType</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-constant-type-value-type" id="ref-for-dom-mlgraphbuilder-constant-type-value-type"><c- g>type</c-></a>, <a data-link-type="idl-name" href="#typedefdef-mlnumber" id="ref-for-typedefdef-mlnumber③"><c- n>MLNumber</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-constant-type-value-value" id="ref-for-dom-mlgraphbuilder-constant-type-value-value"><c- g>value</c-></a>);
+  <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand④③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-constant-type-value" id="ref-for-dom-mlgraphbuilder-constant-type-value"><c- g>constant</c-></a>(<a data-link-type="idl-name" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①②"><c- n>MLOperandDataType</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-constant-type-value-type" id="ref-for-dom-mlgraphbuilder-constant-type-value-type"><c- g>type</c-></a>, <a data-link-type="idl-name" href="#typedefdef-mlnumber" id="ref-for-typedefdef-mlnumber③"><c- n>MLNumber</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-constant-type-value-value" id="ref-for-dom-mlgraphbuilder-constant-type-value-value"><c- g>value</c-></a>);
 
   // Compile the graph up to the specified output operands asynchronously.
   <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-promise" id="ref-for-idl-promise⑤"><c- b>Promise</c-></a>&lt;<a data-link-type="idl-name" href="#mlgraph" id="ref-for-mlgraph②①"><c- n>MLGraph</c-></a>> <a class="idl-code" data-link-type="method" href="#dom-mlgraphbuilder-build" id="ref-for-dom-mlgraphbuilder-build②"><c- g>build</c-></a>(<a data-link-type="idl-name" href="#typedefdef-mlnamedoperands" id="ref-for-typedefdef-mlnamedoperands"><c- n>MLNamedOperands</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-build-outputs-outputs" id="ref-for-dom-mlgraphbuilder-build-outputs-outputs"><c- g>outputs</c-></a>);
@@ -2337,7 +2339,7 @@ <h5 class="heading settled" data-level="7.7.3.2" id="api-mlgraphbuilder-constant
      <strong>Arguments:</strong> 
     <ul>
      <li data-md>
-      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/constant(type, value)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-constant-type-value-type"><code>type</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⓪">MLOperandDataType</a></code>.</p>
+      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/constant(type, value)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-constant-type-value-type"><code>type</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①③">MLOperandDataType</a></code>.</p>
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/constant(type, value)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-constant-type-value-value"><code>value</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#typedefdef-mlnumber" id="ref-for-typedefdef-mlnumber④">MLNumber</a></code>. The value of the constant.</p>
     </ul>
@@ -2465,7 +2467,7 @@ <h4 class="heading settled" data-level="7.7.5" id="api-mlgraphbuilder-argminmax"
     Return the index location of the minimum or maximum values of all the input values along the axis. In case of ties, the identity of the return value is implementation dependent. 
 <pre class="idl highlight def"><c- b>dictionary</c-> <dfn class="dfn-paneled idl-code" data-dfn-type="dictionary" data-export id="dictdef-mlargminmaxoptions"><code><c- g>MLArgMinMaxOptions</c-></code></dfn> : <a data-link-type="idl-name" href="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions①"><c- n>MLOperatorOptions</c-></a> {
   <a class="idl-code" data-link-type="interface" href="https://webidl.spec.whatwg.org/#idl-boolean" id="ref-for-idl-boolean①"><c- b>boolean</c-></a> <a class="idl-code" data-default="false" data-link-type="dict-member" data-type="boolean" href="#dom-mlargminmaxoptions-keepdimensions" id="ref-for-dom-mlargminmaxoptions-keepdimensions"><c- g>keepDimensions</c-></a> = <c- b>false</c->;
-  <a data-link-type="idl-name" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①①"><c- n>MLOperandDataType</c-></a> <a class="idl-code" data-default="&quot;int32&quot;" data-link-type="dict-member" data-type="MLOperandDataType" href="#dom-mlargminmaxoptions-outputdatatype" id="ref-for-dom-mlargminmaxoptions-outputdatatype"><c- g>outputDataType</c-></a> = "int32";
+  <a data-link-type="idl-name" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①④"><c- n>MLOperandDataType</c-></a> <a class="idl-code" data-default="&quot;int32&quot;" data-link-type="dict-member" data-type="MLOperandDataType" href="#dom-mlargminmaxoptions-outputdatatype" id="ref-for-dom-mlargminmaxoptions-outputdatatype"><c- g>outputDataType</c-></a> = "int32";
 };
 
 <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> {
@@ -2485,9 +2487,9 @@ <h4 class="heading settled" data-level="7.7.5" id="api-mlgraphbuilder-argminmax"
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLArgMinMaxOptions" data-dfn-type="dict-member" data-export id="dom-mlargminmaxoptions-keepdimensions"><code>keepDimensions</code></dfn>, <span> of type <a data-link-type="idl-name" href="https://webidl.spec.whatwg.org/#idl-boolean" id="ref-for-idl-boolean②">boolean</a>, defaulting to <code>false</code></span>
     <dd data-md>
      <p>If true, retains reduced dimensions with <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②">size</a> 1.</p>
-    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLArgMinMaxOptions" data-dfn-type="dict-member" data-export id="dom-mlargminmaxoptions-outputdatatype"><code>outputDataType</code></dfn>, <span> of type <a data-link-type="idl-name" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①②">MLOperandDataType</a>, defaulting to <code>"int32"</code></span>
+    <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLArgMinMaxOptions" data-dfn-type="dict-member" data-export id="dom-mlargminmaxoptions-outputdatatype"><code>outputDataType</code></dfn>, <span> of type <a data-link-type="idl-name" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⑤">MLOperandDataType</a>, defaulting to <code>"int32"</code></span>
     <dd data-md>
-     <p>An <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①③">MLOperandDataType</a></code>. The output data type.</p>
+     <p>An <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⑥">MLOperandDataType</a></code>. The output data type.</p>
    </dl>
    <div>
      <strong>Arguments:</strong> 
@@ -2495,20 +2497,33 @@ <h4 class="heading settled" data-level="7.7.5" id="api-mlgraphbuilder-argminmax"
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/argMin(input, axis, options), MLGraphBuilder/argMax(input, axis, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmin-input-axis-options-input"><code>input</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑤⑦">MLOperand</a></code>. The input N-D tensor.</p>
      <li data-md>
-      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/argMin(input, axis, options), MLGraphBuilder/argMax(input, axis, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmin-input-axis-options-axis"><code>axis</code></dfn>: The dimension to reduce. The 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-rank">rank</a> of the input tensor.</p>
+      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/argMin(input, axis, options), MLGraphBuilder/argMax(input, axis, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmin-input-axis-options-axis"><code>axis</code></dfn>: The dimension to reduce. The 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-rank①">rank</a> of the input tensor.</p>
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/argMin(input, axis, options), MLGraphBuilder/argMax(input, axis, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-argmin-input-axis-options-options"><code>options</code></dfn>: 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-mloperand⑤⑧">MLOperand</a></code>. The N-D tensor of the reduced shape. The values must be of type <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlargminmaxoptions-outputdatatype" id="ref-for-dom-mlargminmaxoptions-outputdatatype①">outputDataType</a></code> in the range [0, N-1] where N is the size of the input dimension specified by axis.</p>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-argmin" id="ref-for-dom-mlgraphbuilder-argmin①">argMin()</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-argmax" id="ref-for-dom-mlgraphbuilder-argmax①">argMax()</a></code>:</p>
+   <table class="data" id="constraints-argMin-argMax">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-argmin" id="ref-for-dom-mlgraphbuilder-argmin①">argMin()</a></code>/<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-argmax" id="ref-for-dom-mlgraphbuilder-argmax①">argMax()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks①">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-argmin-input-axis-options-input" id="ref-for-dom-mlgraphbuilder-argmin-input-axis-options-input②">input</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-argmin" id="ref-for-dom-mlgraphbuilder-argmin②">argMin()</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-argmax" id="ref-for-dom-mlgraphbuilder-argmax②">argMax()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-argmin"><code>argMin</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits③">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-argmin" id="ref-for-dom-mlgraphbuilder-argmin②">argMin()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-argmin" id="ref-for-dom-mlgraphbuilder-argmin③">argMin()</a></code>.</p>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-argmax"><code>argMax</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits④">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-argmax" id="ref-for-dom-mlgraphbuilder-argmax②">argMax()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-argmax" id="ref-for-dom-mlgraphbuilder-argmax③">argMax()</a></code>.</p>
    </dl>
    <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-string②">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑤⑨">MLOperand</a></code> <var>input</var>, <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤">unsigned long</a></code> <var>axis</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>
@@ -2609,7 +2624,7 @@ <h4 class="heading settled" data-level="7.7.6" id="api-mlgraphbuilder-batchnorm"
      <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-long⑦">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-rank①">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>
+     <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-double" id="ref-for-idl-double②">double</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>
@@ -2628,6 +2643,35 @@ <h4 class="heading settled" data-level="7.7.6" id="api-mlgraphbuilder-batchnorm"
     </ul>
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦①">MLOperand</a></code>. The batch-normalized N-D tensor of the same shape as <em>input</em>.</p>
    </div>
+   <table class="data" id="constraints-batchNormalization">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization" id="ref-for-dom-mlgraphbuilder-batchnormalization①">batchNormalization()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types①">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks②">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input" id="ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank①">N</a>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean" id="ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean①">mean</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input" id="ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input②">input</a></code>
+      <td>1
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance" id="ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance①">variance</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as①">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input" id="ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input③">input</a></code>
+      <td>1
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-scale" id="ref-for-dom-mlbatchnormalizationoptions-scale①">scale</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as②">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input" id="ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input④">input</a></code>
+      <td>1
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-bias" id="ref-for-dom-mlbatchnormalizationoptions-bias①">bias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as③">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input" id="ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input⑤">input</a></code>
+      <td>1
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlbatchnormalizationsupportlimits" id="ref-for-dictdef-mlbatchnormalizationsupportlimits①">MLBatchNormalizationSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLBatchNormalizationSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlbatchnormalizationsupportlimits-input"><code>input</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits②⑧">MLSupportLimits</a></span>
@@ -2649,11 +2693,11 @@ <h4 class="heading settled" data-level="7.7.6" id="api-mlgraphbuilder-batchnorm"
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits③⑨">MLSupportLimits</a></code> for output operand.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑥">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization" id="ref-for-dom-mlgraphbuilder-batchnormalization①">batchNormalization()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑥">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization" id="ref-for-dom-mlgraphbuilder-batchnormalization②">batchNormalization()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-batchnormalization"><code>batchNormalization</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlbatchnormalizationsupportlimits" id="ref-for-dictdef-mlbatchnormalizationsupportlimits②">MLBatchNormalizationSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization" id="ref-for-dom-mlgraphbuilder-batchnormalization②">batchNormalization()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-batchnormalization" id="ref-for-dom-mlgraphbuilder-batchnormalization③">batchNormalization()</a></code>.</p>
    </dl>
    <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>
@@ -2661,34 +2705,34 @@ <h4 class="heading settled" data-level="7.7.6" id="api-mlgraphbuilder-batchnorm"
      <li data-md>
       <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③④">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot⑦">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror⑤">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException①⑤">DOMException</a></code>.</p>
      <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-this③⑤">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-exists⑤">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-exists⑥">exists</a>) returns false, 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-typeerror②⓪">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-this③⑤">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-scale②">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-bias" id="ref-for-dom-mlbatchnormalizationoptions-bias②">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥">exists</a>) returns false, 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-typeerror②⓪">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-datatype②">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-throw②⓪">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-datatype④">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types②">allowed data types</a> (according to <a href="#constraints-batchNormalization">this table</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-typeerror②①">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-range">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②">rank</a>, exclusive, 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-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-range">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-throw②①">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-datatype" id="ref-for-mloperand-datatype③">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④">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-typeerror②③">TypeError</a></code>.</p>
+      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types③">allowed data types</a> (according to <a href="#constraints-batchNormalization">this table</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-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-shape④">shape</a> is not equal to « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤">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-throw②③">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-datatype⑤">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥">dataType</a>, 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-typeerror②⑤">TypeError</a></code>.</p>
+      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types④">allowed data types</a> (according to <a href="#constraints-batchNormalization">this table</a>), 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-typeerror②⑤">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-shape⑥">shape</a> is not equal to « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦">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-throw②⑤">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>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-epsilon" id="ref-for-dom-mlbatchnormalizationoptions-epsilon①">epsilon</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast②">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-epsilon" id="ref-for-dom-mlbatchnormalizationoptions-epsilon②">epsilon</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦">dataType</a>.</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-exists⑦">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-scale" id="ref-for-dom-mlbatchnormalizationoptions-scale③">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦">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-typeerror②⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑤">allowed data types</a> (according to <a href="#constraints-batchNormalization">this table</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-typeerror②⑦">TypeError</a></code>.</p>
        <li data-md>
         <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑧">shape</a> is not equal to « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑨">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-throw②⑦">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>
       </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-exists⑧">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-bias" id="ref-for-dom-mlbatchnormalizationoptions-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①">dataType</a>, 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-typeerror②⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑥">allowed data types</a> (according to <a href="#constraints-batchNormalization">this table</a>), 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-typeerror②⑨">TypeError</a></code>.</p>
        <li data-md>
         <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⓪">shape</a> is not equal to « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①①">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-throw②⑨">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>
@@ -2704,9 +2748,9 @@ <h4 class="heading settled" data-level="7.7.6" id="api-mlgraphbuilder-batchnorm"
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③">inputs</a> to <var>input</var>, <var>mean</var>, and <var>variance</var>.</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-scale③">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-scale" id="ref-for-dom-mlbatchnormalizationoptions-scale④">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④">inputs</a>.</p>
        <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-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input⑤">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-bias" id="ref-for-dom-mlbatchnormalizationoptions-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input⑤">inputs</a>.</p>
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-output" id="ref-for-operator-output①">output</a> to <var>output</var>.</p>
       </ol>
@@ -2736,7 +2780,7 @@ <h4 class="heading settled" data-level="7.7.7" id="api-mlgraphbuilder-cast"><spa
     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-mloperand⑦②"><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-mloperand⑦③"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-cast-input-type-options-input" id="ref-for-dom-mlgraphbuilder-cast-input-type-options-input"><c- g>input</c-></a>,
-                 <a data-link-type="idl-name" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①④"><c- n>MLOperandDataType</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-cast-input-type-options-type" id="ref-for-dom-mlgraphbuilder-cast-input-type-options-type"><c- g>type</c-></a>,
+                 <a data-link-type="idl-name" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⑦"><c- n>MLOperandDataType</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-cast-input-type-options-type" id="ref-for-dom-mlgraphbuilder-cast-input-type-options-type"><c- g>type</c-></a>,
                  <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions③"><c- n>MLOperatorOptions</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-cast-input-type-options-options" id="ref-for-dom-mlgraphbuilder-cast-input-type-options-options"><c- g>options</c-></a> = {});
 };
 
@@ -2750,21 +2794,34 @@ <h4 class="heading settled" data-level="7.7.7" id="api-mlgraphbuilder-cast"><spa
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/cast(input, type, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-cast-input-type-options-input"><code>input</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦④">MLOperand</a></code>. The input N-D tensor.</p>
      <li data-md>
-      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/cast(input, type, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-cast-input-type-options-type"><code>type</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⑤">MLOperandDataType</a></code>. The target data type.</p>
+      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/cast(input, type, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-cast-input-type-options-type"><code>type</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⑧">MLOperandDataType</a></code>. The target data type.</p>
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/cast(input, type, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-cast-input-type-options-options"><code>options</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions④">MLOperatorOptions</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-mloperand⑦⑤">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>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast" id="ref-for-dom-mlgraphbuilder-cast①">cast()</a></code>:</p>
+   <table class="data" id="constraints-cast">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast" id="ref-for-dom-mlgraphbuilder-cast①">cast()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑦">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks③">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast-input-type-options-input" id="ref-for-dom-mlgraphbuilder-cast-input-type-options-input①">input</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type①">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank②">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast" id="ref-for-dom-mlgraphbuilder-cast②">cast()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-cast"><code>cast</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑥">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast" id="ref-for-dom-mlgraphbuilder-cast②">cast()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast" id="ref-for-dom-mlgraphbuilder-cast③">cast()</a></code>.</p>
    </dl>
-   <p>Casting between <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⑥">MLOperandDataType</a></code>s is specified for some cases and <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#implementation-defined" id="ref-for-implementation-defined②">implementation-defined</a> in other cases, according to the following table:</p>
+   <p>Casting between <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⑨">MLOperandDataType</a></code>s is specified for some cases and <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#implementation-defined" id="ref-for-implementation-defined②">implementation-defined</a> in other cases, according to the following table:</p>
    <table class="grid">
-    <caption> Behavior of the <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast" id="ref-for-dom-mlgraphbuilder-cast③">cast()</a></code> operation given the <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast-input-type-options-input" id="ref-for-dom-mlgraphbuilder-cast-input-type-options-input①">input</a></code>'s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②">dataType</a> (rows) and target <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast-input-type-options-type" id="ref-for-dom-mlgraphbuilder-cast-input-type-options-type①">type</a></code> (columns). </caption>
+    <caption> Behavior of the <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast" id="ref-for-dom-mlgraphbuilder-cast④">cast()</a></code> operation given the <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast-input-type-options-input" id="ref-for-dom-mlgraphbuilder-cast-input-type-options-input②">input</a></code>'s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪">dataType</a> (rows) and target <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-cast-input-type-options-type" id="ref-for-dom-mlgraphbuilder-cast-input-type-options-type①">type</a></code> (columns). </caption>
     <tbody>
      <tr>
       <th class="split"> <span class="top-right">Target type</span> <span class="bottom-left">Input type</span> 
@@ -2851,11 +2908,24 @@ <h4 class="heading settled" data-level="7.7.8" id="api-mlgraphbuilder-clamp"><sp
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑦⑨">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits①⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-clamp" id="ref-for-dom-mlgraphbuilder-clamp②">clamp()</a></code>:</p>
+   <table class="data" id="constraints-clamp">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-clamp" id="ref-for-dom-mlgraphbuilder-clamp②">clamp()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑧">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks④">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-clamp-input-options-input" id="ref-for-dom-mlgraphbuilder-clamp-input-options-input①">input</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type②">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank③">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits①⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-clamp" id="ref-for-dom-mlgraphbuilder-clamp③">clamp()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-clamp"><code>clamp</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑧">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-clamp" id="ref-for-dom-mlgraphbuilder-clamp③">clamp()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-clamp" id="ref-for-dom-mlgraphbuilder-clamp④">clamp()</a></code>.</p>
    </dl>
    <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>
@@ -2867,11 +2937,11 @@ <h4 class="heading settled" data-level="7.7.8" id="api-mlgraphbuilder-clamp"><sp
      <li data-md>
       <p>Let <var>minValue</var> be the <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlclampoptions-minvalue" id="ref-for-dom-mlclampoptions-minvalue①">minValue</a></code> if given, or Infinity otherwise.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlclampoptions-minvalue" id="ref-for-dom-mlclampoptions-minvalue②">minValue</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast③">casting</a> <var>minValue</var> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③">dataType</a>.</p>
+      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlclampoptions-minvalue" id="ref-for-dom-mlclampoptions-minvalue②">minValue</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast③">casting</a> <var>minValue</var> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①">dataType</a>.</p>
      <li data-md>
       <p>Let <var>maxValue</var> be the <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlclampoptions-maxvalue" id="ref-for-dom-mlclampoptions-maxvalue①">maxValue</a></code> if given, or -Infinity otherwise.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlclampoptions-maxvalue" id="ref-for-dom-mlclampoptions-maxvalue②">maxValue</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast④">casting</a> <var>maxValue</var> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①④">dataType</a>.</p>
+      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlclampoptions-maxvalue" id="ref-for-dom-mlclampoptions-maxvalue②">maxValue</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast④">casting</a> <var>maxValue</var> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②">dataType</a>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlclampoptions-minvalue" id="ref-for-dom-mlclampoptions-minvalue③">minValue</a></code> is greater than <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlclampoptions-maxvalue" id="ref-for-dom-mlclampoptions-maxvalue③">maxValue</a></code>, 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-typeerror③③">TypeError</a></code>.</p>
      <li data-md>
@@ -2942,7 +3012,7 @@ <h4 class="heading settled" data-level="7.7.9" id="api-mlgraphbuilder-concat"><s
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/concat(inputs, axis, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-concat-inputs-axis-options-inputs"><code>inputs</code></dfn>: a <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence③">sequence</a>&lt;<code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑧②">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><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/concat(inputs, axis, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-concat-inputs-axis-options-axis"><code>axis</code></dfn>: an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑨">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-rank③">rank</a> of the input tensors.</p>
+      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/concat(inputs, axis, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-concat-inputs-axis-options-axis"><code>axis</code></dfn>: an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑨">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-rank④">rank</a> of the input tensors.</p>
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/concat(inputs, axis, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-concat-inputs-axis-options-options"><code>options</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions⑦">MLOperatorOptions</a></code>. Specifies the optional parameters of the operation.</p>
     </ul>
@@ -2951,6 +3021,19 @@ <h4 class="heading settled" data-level="7.7.9" id="api-mlgraphbuilder-concat"><s
     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>
    </div>
+   <table class="data" id="constraints-concat">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-concat" id="ref-for-dom-mlgraphbuilder-concat①">concat()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑨">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks⑤">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-concat-inputs-axis-options-inputs" id="ref-for-dom-mlgraphbuilder-concat-inputs-axis-options-inputs①">inputs</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type③">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank④">N</a>
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlconcatsupportlimits" id="ref-for-dictdef-mlconcatsupportlimits①">MLConcatSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLConcatSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlconcatsupportlimits-inputs"><code>inputs</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits④②">MLSupportLimits</a></span>
@@ -2960,11 +3043,11 @@ <h4 class="heading settled" data-level="7.7.9" id="api-mlgraphbuilder-concat"><s
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits④⑤">MLSupportLimits</a></code> for output operand.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits①②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-concat" id="ref-for-dom-mlgraphbuilder-concat①">concat()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits①②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-concat" id="ref-for-dom-mlgraphbuilder-concat②">concat()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-concat"><code>concat</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlconcatsupportlimits" id="ref-for-dictdef-mlconcatsupportlimits②">MLConcatSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-concat" id="ref-for-dom-mlgraphbuilder-concat②">concat()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-concat" id="ref-for-dom-mlgraphbuilder-concat③">concat()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="concat(inputs, axis, 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="concat(inputs, axis, options)|concat(inputs, axis)" id="dom-mlgraphbuilder-concat"><code>concat(<var>inputs</var>, <var>axis</var>, <var>options</var>)</code></dfn> method steps are: </summary>
@@ -2978,9 +3061,9 @@ <h4 class="heading settled" data-level="7.7.9" id="api-mlgraphbuilder-concat"><s
      <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-rank④">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-typeerror③⑥">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-rank⑤">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-typeerror③⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor②">creating an MLOperandDescriptor</a> given <var>first</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑤">dataType</a> and <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①②">shape</a>.</p>
+      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor②">creating an MLOperandDescriptor</a> given <var>first</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③">dataType</a> and <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①②">shape</a>.</p>
      <li data-md>
       <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-shape" id="ref-for-dom-mloperanddescriptor-shape⑦">shape</a></code>[<var>axis</var>] to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①③">shape</a>[<var>axis</var>].</p>
      <li data-md>
@@ -2989,11 +3072,11 @@ <h4 class="heading settled" data-level="7.7.9" id="api-mlgraphbuilder-concat"><s
        <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-datatype①⑥">dataType</a> is not equal to <var>first</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-throw③⑨">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①④">dataType</a> is not equal to <var>first</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-throw③⑨">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>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤">rank</a> is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥">rank</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-typeerror③⑧">TypeError</a></code>.</p>
+        <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥">rank</a> is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦">rank</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-typeerror③⑧">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-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-range②">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦">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-range②">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑧">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>
@@ -3136,6 +3219,27 @@ <h4 class="heading settled" data-level="7.7.10" id="api-mlgraphbuilder-conv2d"><
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑨①">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 <code class="idl"><a data-link-type="idl" href="#dom-mlinputoperandlayout-nchw" id="ref-for-dom-mlinputoperandlayout-nchw③">"nchw"</a></code> input layout can be calculated as follows:</p>
     <p><code>outputSize = 1 + (inputSize - (filterSize - 1) * dilation - 1 + beginningPadding + endingPadding) / stride</code></p>
    </div>
+   <table class="data" id="constraints-conv2d">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-conv2d" id="ref-for-dom-mlgraphbuilder-conv2d②">conv2d()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types①⓪">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks⑥">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-conv2d-input-filter-options-input" id="ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-input①">input</a></code>
+      <td><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>
+      <td>4
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-conv2d-input-filter-options-filter" id="ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-filter①">filter</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as④">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-conv2d-input-filter-options-input" id="ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-input②">input</a></code>
+      <td>4
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias①">bias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as⑤">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-conv2d-input-filter-options-input" id="ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-input③">input</a></code>
+      <td>1
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlconv2dsupportlimits" id="ref-for-dictdef-mlconv2dsupportlimits①">MLConv2dSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLConv2dSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlconv2dsupportlimits-input"><code>input</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits⑤⓪">MLSupportLimits</a></span>
@@ -3151,11 +3255,11 @@ <h4 class="heading settled" data-level="7.7.10" id="api-mlgraphbuilder-conv2d"><
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits⑤⑦">MLSupportLimits</a></code> for output operand.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits①④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-conv2d" id="ref-for-dom-mlgraphbuilder-conv2d②">conv2d()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits①④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-conv2d" id="ref-for-dom-mlgraphbuilder-conv2d③">conv2d()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-conv2d"><code>conv2d</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlconv2dsupportlimits" id="ref-for-dictdef-mlconv2dsupportlimits②">MLConv2dSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-conv2d" id="ref-for-dom-mlgraphbuilder-conv2d③">conv2d()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-conv2d" id="ref-for-dom-mlgraphbuilder-conv2d④">conv2d()</a></code>.</p>
    </dl>
    <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 <em>[options.groups, 1, height, width]</em> for <code class="idl"><a data-link-type="idl" href="#dom-mlconv2dfilteroperandlayout-oihw" id="ref-for-dom-mlconv2dfilteroperandlayout-oihw①">"oihw"</a></code> layout, <em>[height, width, 1, options.groups]</em> for <code class="idl"><a data-link-type="idl" href="#dom-mlconv2dfilteroperandlayout-hwio" id="ref-for-dom-mlconv2dfilteroperandlayout-hwio①">"hwio"</a></code> layout, <em>[options.groups, height, width, 1]</em> for <code class="idl"><a data-link-type="idl" href="#dom-mlconv2dfilteroperandlayout-ohwi" id="ref-for-dom-mlconv2dfilteroperandlayout-ohwi①">"ohwi"</a></code> layout and <em>[1, height, width, options.groups]</em> for <code class="idl"><a data-link-type="idl" href="#dom-mlconv2dfilteroperandlayout-ihwo" id="ref-for-dom-mlconv2dfilteroperandlayout-ihwo①">"ihwo"</a></code> layout. </div>
    <details class="algorithm" data-algorithm="calculate conv output size" data-algorithm-for="MLGraphBuilder" open>
@@ -3186,15 +3290,15 @@ <h4 class="heading settled" data-level="7.7.10" id="api-mlgraphbuilder-conv2d"><
      <li data-md>
       <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④④">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot①①">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④③">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror⑨">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException①⑨">DOMException</a></code>.</p>
      <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-this④⑤">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-exists①①">exists</a>) returns false, 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-typeerror④①">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-this④⑤">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-bias②">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①">exists</a>) returns false, 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-typeerror④①">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-datatype①⑧">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑤">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③">"float16"</a></code>, 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-typeerror④②">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑥">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types①①">allowed data types</a> (according to <a href="#constraints-conv2d">this table</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-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-rank⑧">rank</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-typeerror④③">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑨">rank</a> is not its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks⑦">allowed rank</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-typeerror④③">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-rank⑨">rank</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-typeerror④④">TypeError</a></code>.</p>
+      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⓪">rank</a> is not its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks⑧">allowed rank</a>, 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-typeerror④④">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-datatype①⑨">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⓪">dataType</a>, 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-typeerror④⑤">TypeError</a></code>.</p>
+      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑦">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types①②">allowed data types</a> (according to <a href="#constraints-conv2d">this table</a>), 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-typeerror④⑤">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-exists①②">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>
@@ -3251,12 +3355,12 @@ <h4 class="heading settled" data-level="7.7.10" id="api-mlgraphbuilder-conv2d"><
        <li data-md>
         <p>Otherwise, 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-throw⑤⑥">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 <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-exists①⑤">exists</a>:</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑤">exists</a>:</p>
         <ol>
          <li data-md>
           <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑨">shape</a> 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-throw⑤⑦">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 its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②①">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②②">dataType</a>, 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-typeerror⑤⑤">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑧">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types①③">allowed data types</a> (according to <a href="#constraints-conv2d">this table</a>), 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-typeerror⑤⑤">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-dilations④">dilations</a></code>.</p>
@@ -3273,7 +3377,7 @@ <h4 class="heading settled" data-level="7.7.10" id="api-mlgraphbuilder-conv2d"><
        <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-dimension②">valid dimension</a>, 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-typeerror⑤⑥">TypeError</a></code>.</p>
        <li data-md>
-        <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor③">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②③">dataType</a> and <var>outputShape</var>.</p>
+        <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor③">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑨">dataType</a> and <var>outputShape</var>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -3287,7 +3391,7 @@ <h4 class="heading settled" data-level="7.7.10" id="api-mlgraphbuilder-conv2d"><
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input⑨">inputs</a> to <var>input</var> and <var>filter</var>.</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-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑥">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input①⓪">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑥">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input①⓪">inputs</a>.</p>
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-output" id="ref-for-operator-output⑤">output</a> to <var>output</var>.</p>
       </ol>
@@ -3405,11 +3509,32 @@ <h4 class="heading settled" data-level="7.7.11" id="api-mlgraphbuilder-convtrans
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand⑨⑨">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 follows:</p>
     <p><code>outputSize = (inputSize - 1) * stride + (filterSize - 1) * dilation + 1 - beginningPadding - endingPadding + outputPadding</code></p>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits①⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-convtranspose2d" id="ref-for-dom-mlgraphbuilder-convtranspose2d①">convTranspose2d()</a></code>:</p>
+   <table class="data" id="constraints-convTranspose2d">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-convtranspose2d" id="ref-for-dom-mlgraphbuilder-convtranspose2d①">convTranspose2d()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types①④">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks⑨">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-convtranspose2d-input-filter-options-input" id="ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-input①">input</a></code>
+      <td><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>
+      <td>4
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter" id="ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter①">filter</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as⑥">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-convtranspose2d-input-filter-options-input" id="ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-input②">input</a></code>
+      <td>4
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias⑤">bias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as⑦">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-convtranspose2d-input-filter-options-input" id="ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-input③">input</a></code>
+      <td>1
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits①⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-convtranspose2d" id="ref-for-dom-mlgraphbuilder-convtranspose2d②">convTranspose2d()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-convtranspose2d"><code>convTranspose2d</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlconv2dsupportlimits" id="ref-for-dictdef-mlconv2dsupportlimits④">MLConv2dSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-convtranspose2d" id="ref-for-dom-mlgraphbuilder-convtranspose2d②">convTranspose2d()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-convtranspose2d" id="ref-for-dom-mlgraphbuilder-convtranspose2d③">convTranspose2d()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="calculate convtranspose output size" data-algorithm-for="MLGraphBuilder" open>
     <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-convtranspose-output-size">calculate convtranspose output size</dfn> given unsigned integers <var>inputSize</var>, <var>filterSize</var>, <var>beginningPadding</var>, <var>endingPadding</var>, <var>stride</var>, <var>dilation</var>, and <var>outputPadding</var>, perform these steps. They return a number. </summary>
@@ -3441,13 +3566,13 @@ <h4 class="heading settled" data-level="7.7.11" id="api-mlgraphbuilder-convtrans
      <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-this④⑧">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-exists①⑦">exists</a>) returns false, 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-typeerror⑤⑦">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 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-typeerror⑤⑧">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①①">rank</a> is not its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks①⓪">allowed rank</a>, 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-typeerror⑤⑧">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-datatype②④">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑥">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④">"float16"</a></code>, 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-typeerror⑤⑨">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⓪">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types①⑤">allowed data types</a> (according to <a href="#constraints-convTranspose2d">this table</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-typeerror⑤⑨">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-rank①①">rank</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-typeerror⑥⓪">TypeError</a></code>.</p>
+      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①②">rank</a> is not its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks①①">allowed rank</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-typeerror⑥⓪">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-datatype②⑤">dataType</a> is not equal to <var>input</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-throw⑥⑤">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 <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②①">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types①⑥">allowed data types</a> (according to <a href="#constraints-convTranspose2d">this table</a>), 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-typeerror⑥①">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-exists①⑧">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>
@@ -3522,7 +3647,7 @@ <h4 class="heading settled" data-level="7.7.11" id="api-mlgraphbuilder-convtrans
          <li data-md>
           <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②②">shape</a> 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-throw⑦⑥">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 its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑦">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑧">dataType</a>, 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-typeerror⑦③">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②②">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types①⑦">allowed data types</a> (according to <a href="#constraints-convTranspose2d">this table</a>), 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-typeerror⑦③">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-exists②④">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>
@@ -3541,7 +3666,7 @@ <h4 class="heading settled" data-level="7.7.11" id="api-mlgraphbuilder-convtrans
        <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-dimension③">valid dimension</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-typeerror⑦④">TypeError</a></code>.</p>
        <li data-md>
-        <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor④">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑨">dataType</a> and <var>outputShape</var>.</p>
+        <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor④">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②③">dataType</a> and <var>outputShape</var>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -3555,7 +3680,7 @@ <h4 class="heading settled" data-level="7.7.11" id="api-mlgraphbuilder-convtrans
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input①①">inputs</a> to <var>input</var> and <var>filter</var>.</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-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑤">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input①②">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias⑥">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑤">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input①②">inputs</a>.</p>
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-output" id="ref-for-operator-output⑥">output</a> to <var>output</var>.</p>
       </ol>
@@ -3565,7 +3690,7 @@ <h4 class="heading settled" data-level="7.7.11" id="api-mlgraphbuilder-convtrans
    </details>
    <h4 class="heading settled" data-level="7.7.12" id="api-mlgraphbuilder-binary"><span class="secno">7.7.12. </span><span class="content">Element-wise binary operations</span><a class="self-link" href="#api-mlgraphbuilder-binary"></a></h4>
     Compute the element-wise binary addition, subtraction, multiplication, division, power, maximum and minimum of the two input tensors. 
-   <p>The operation will be <a data-link-type="dfn" href="#broadcasting" id="ref-for-broadcasting">broadcast</a> according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The input tensors must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable">bidirectionally broadcastable</a>. The <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①②">rank</a> of the output tensor is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①③">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>
+   <p>The operation will be <a data-link-type="dfn" href="#broadcasting" id="ref-for-broadcasting">broadcast</a> according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The input tensors must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable①">bidirectionally broadcastable</a>. The <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①③">rank</a> of the output tensor is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①④">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-mloperand①⓪⓪"><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-mloperand①⓪①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-add-a-b-options-a" id="ref-for-dom-mlgraphbuilder-add-a-b-options-a"><c- g>a</c-></a>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-add-a-b-options-b" id="ref-for-dom-mlgraphbuilder-add-a-b-options-b"><c- g>b</c-></a>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions①⓪"><c- n>MLOperatorOptions</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-add-a-b-options-options" id="ref-for-dom-mlgraphbuilder-add-a-b-options-options"><c- g>options</c-></a> = {});
   <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-sub" id="ref-for-dom-mlgraphbuilder-sub"><c- g>sub</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪④"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-add-a-b-options-a" id="ref-for-dom-mlgraphbuilder-add-a-b-options-a①"><c- g>a</c-></a>, <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⓪⑤"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-add-a-b-options-b" id="ref-for-dom-mlgraphbuilder-add-a-b-options-b①"><c- g>b</c-></a>, <c- b>optional</c-> <a data-link-type="idl-name" href="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions①①"><c- n>MLOperatorOptions</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-add-a-b-options-options" id="ref-for-dom-mlgraphbuilder-add-a-b-options-options①"><c- g>options</c-></a> = {});
@@ -3618,7 +3743,24 @@ <h4 class="heading settled" data-level="7.7.12" id="api-mlgraphbuilder-binary"><
       <p><em>pow</em>: Compute the values of the values of the first input tensor to the power of the values of the second input tensor, element-wise.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits①⑧">MLOpSupportLimits</a></code> has the following members for elementwise-binary operations:</p>
+   <table class="data" id="constraints-elementwise-binary">
+    <caption>Constraints for element-wise binary options</caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types①⑧">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks①②">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-add-a-b-options-a" id="ref-for-dom-mlgraphbuilder-add-a-b-options-a⑦">a</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type④">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank⑤">N</a>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-add-a-b-options-b" id="ref-for-dom-mlgraphbuilder-add-a-b-options-b⑦">b</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as⑧">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-add-a-b-options-a" id="ref-for-dom-mlgraphbuilder-add-a-b-options-a⑧">a</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank⑥">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits①⑧">MLOpSupportLimits</a></code> has the following members for element-wise binary operations:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-add"><code>add</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlbinarysupportlimits" id="ref-for-dictdef-mlbinarysupportlimits⑧">MLBinarySupportLimits</a></span>
     <dd data-md>
@@ -3652,7 +3794,7 @@ <h4 class="heading settled" data-level="7.7.12" id="api-mlgraphbuilder-binary"><
      <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-this⑤①">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-throw⑧⓪">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>
      <li data-md>
-      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⓪">dataType</a> is not equal to <var>b</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-throw⑧①">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 <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②④">dataType</a> is not equal to <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧①">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>
      <li data-md>
       <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting" id="ref-for-bidirectionally-broadcasting">bidirectionally broadcasting</a> <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②③">shape</a> and <var>b</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②④">shape</a>.</p>
       <ol>
@@ -3660,7 +3802,7 @@ <h4 class="heading settled" data-level="7.7.12" id="api-mlgraphbuilder-binary"><
         <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧②">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>
       </ol>
      <li data-md>
-      <p>Let <var>descriptor</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor⑤">creating an MLOperandDescriptor</a> given <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③②">dataType</a> and <var>outputShape</var>.</p>
+      <p>Let <var>descriptor</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor⑤">creating an MLOperandDescriptor</a> given <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑥">dataType</a> and <var>outputShape</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -3775,7 +3917,7 @@ <h4 class="heading settled" data-level="7.7.12" id="api-mlgraphbuilder-binary"><
    </details>
    <h4 class="heading settled" data-level="7.7.13" id="api-mlgraphbuilder-logical"><span class="secno">7.7.13. </span><span class="content">Element-wise logical operations</span><a class="self-link" href="#api-mlgraphbuilder-logical"></a></h4>
     Compare input tensors element-wise and return a <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8④">"uint8"</a></code> tensor of values 0 (false) or 1 (true) for the comparisons. For single-operand operations, return the logical results of the operation. 
-   <p>For multiple-operand operations, the operation will be <a data-link-type="dfn" href="#broadcasting" id="ref-for-broadcasting①">broadcast</a> according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The input tensors must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable①">bidirectionally broadcastable</a>. The <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①④">rank</a> of the output tensor is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑤">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>
+   <p>For multiple-operand operations, the operation will be <a data-link-type="dfn" href="#broadcasting" id="ref-for-broadcasting①">broadcast</a> according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The input tensors must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable②">bidirectionally broadcastable</a>. The <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑤">rank</a> of the output tensor is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑥">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-mlgraphbuilder③⓪"><c- g>MLGraphBuilder</c-></a> {
   <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-equal" id="ref-for-dom-mlgraphbuilder-equal"><c- g>equal</c-></a>(<a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑦"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-equal-a-b-options-a" id="ref-for-dom-mlgraphbuilder-equal-a-b-options-a"><c- g>a</c-></a>,
                   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①②⑧"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-equal-a-b-options-b" id="ref-for-dom-mlgraphbuilder-equal-a-b-options-b"><c- g>b</c-></a>,
@@ -3821,6 +3963,23 @@ <h4 class="heading settled" data-level="7.7.13" id="api-mlgraphbuilder-logical">
     </ul>
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①④⑤">MLOperand</a></code>. The output tensor that contains the result of element-wise comparison of the two input tensors.</p>
    </div>
+   <table class="data" id="constraints-elementwise-logical">
+    <caption>Constraints for element-wise logical options</caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types①⑨">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks①③">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-equal-a-b-options-a" id="ref-for-dom-mlgraphbuilder-equal-a-b-options-a⑥">a</a></code>
+      <td>specified as part of operation steps
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank⑦">N</a>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-equal-a-b-options-b" id="ref-for-dom-mlgraphbuilder-equal-a-b-options-b⑤">b</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as⑨">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-equal-a-b-options-a" id="ref-for-dom-mlgraphbuilder-equal-a-b-options-a⑦">a</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank⑧">N</a>
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mllogicalnotsupportlimits" id="ref-for-dictdef-mllogicalnotsupportlimits①">MLLogicalNotSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLogicalNotSupportLimits" data-dfn-type="dict-member" data-export id="dom-mllogicalnotsupportlimits-a"><code>a</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits⑥⓪">MLSupportLimits</a></span>
@@ -3882,7 +4041,7 @@ <h4 class="heading settled" data-level="7.7.13" id="api-mlgraphbuilder-logical">
        <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-this⑤④">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-throw⑨⑧">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 <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8⑤">"uint8"</a></code>, 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-typeerror⑦⑨">TypeError</a></code>.</p>
+        <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑦">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8⑤">"uint8"</a></code>, 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-typeerror⑦⑨">TypeError</a></code>.</p>
        <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-clone①">clone</a> of <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑤">shape</a>.</p>
       </ol>
@@ -3892,7 +4051,7 @@ <h4 class="heading settled" data-level="7.7.13" id="api-mlgraphbuilder-logical">
        <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-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-throw①⓪⓪">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>
        <li data-md>
-        <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③④">dataType</a> is not equal to <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪①">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 <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑧">dataType</a> is not equal to <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪①">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>outputShape</var> be the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting" id="ref-for-bidirectionally-broadcasting①">bidirectionally broadcasting</a> <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑥">shape</a> and <var>b</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑦">shape</a>. If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪②">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>
@@ -4043,6 +4202,19 @@ <h4 class="heading settled" data-level="7.7.14" id="api-mlgraphbuilder-unary"><s
     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>
+   <table class="data" id="constraints-elementwise-unary">
+    <caption>Constraints for element-wise unary options</caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types②⓪">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks①④">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-abs-input-options-input" id="ref-for-dom-mlgraphbuilder-abs-input-options-input①③">input</a></code>
+      <td>specified as part of operation steps
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank⑨">N</a>
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits②②">MLOpSupportLimits</a></code> has the following members for element-wise unary operations:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-abs"><code>abs</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits②②">MLSingleInputSupportLimits</a></span>
@@ -4126,7 +4298,7 @@ <h4 class="heading settled" data-level="7.7.14" id="api-mlgraphbuilder-unary"><s
      <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-this⑤⑧">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-throw①①⑥">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>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-datatype③⑥">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑦">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 <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-datatype③⓪">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑦">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><em>Make graph connections:</em></p>
       <ol>
@@ -4351,11 +4523,24 @@ <h4 class="heading settled" data-level="7.7.15" id="api-mlgraphbuilder-elu"><spa
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧⓪">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits②④">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-elu" id="ref-for-dom-mlgraphbuilder-elu①">elu()</a></code>:</p>
+   <table class="data" id="constraints-elu">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-elu" id="ref-for-dom-mlgraphbuilder-elu①">elu()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types②①">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks①⑤">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-elu-input-options-input" id="ref-for-dom-mlgraphbuilder-elu-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑨">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑦">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank①⓪">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits②④">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-elu" id="ref-for-dom-mlgraphbuilder-elu②">elu()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-elu"><code>elu</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits③⑥">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-elu" id="ref-for-dom-mlgraphbuilder-elu②">elu()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-elu" id="ref-for-dom-mlgraphbuilder-elu③">elu()</a></code>.</p>
    </dl>
    <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>
@@ -4365,9 +4550,9 @@ <h4 class="heading settled" data-level="7.7.15" id="api-mlgraphbuilder-elu"><spa
      <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-this⑥⓪">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-throw①④⑤">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>
      <li data-md>
-      <p>If <var>input</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-throw①④⑥">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③①">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types②②">allowed data types</a> (according to <a href="#constraints-elu">this table</a>), 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-typeerror⑧⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mleluoptions-alpha" id="ref-for-dom-mleluoptions-alpha①">alpha</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast⑤">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mleluoptions-alpha" id="ref-for-dom-mleluoptions-alpha②">alpha</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑧">dataType</a>.</p>
+      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mleluoptions-alpha" id="ref-for-dom-mleluoptions-alpha①">alpha</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast⑤">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mleluoptions-alpha" id="ref-for-dom-mleluoptions-alpha②">alpha</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③②">dataType</a>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -4402,7 +4587,7 @@ <h4 class="heading settled" data-level="7.7.15" id="api-mlgraphbuilder-elu"><spa
     </details>
    </div>
    <h4 class="heading settled" data-level="7.7.16" id="api-mlgraphbuilder-expand"><span class="secno">7.7.16. </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 tensor must be <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable">unidirectionally broadcastable</a> to the new shape; each dimension must be of size 1 or match the sizes of the corresponding output dimensions according to the new shape. 
+    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 tensor must be <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable①">unidirectionally broadcastable</a> to the new shape; each dimension must be of size 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-mloperand①⑧①"><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-mloperand①⑧②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-expand-input-newshape-options-input" id="ref-for-dom-mlgraphbuilder-expand-input-newshape-options-input"><c- g>input</c-></a>,
                    <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-EnforceRange①⑤"><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-long②②"><c- b>unsigned</c-> <c- b>long</c-></a>> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-expand-input-newshape-options-newshape" id="ref-for-dom-mlgraphbuilder-expand-input-newshape-options-newshape"><c- g>newShape</c-></a>,
@@ -4425,11 +4610,24 @@ <h4 class="heading settled" data-level="7.7.16" id="api-mlgraphbuilder-expand"><
     </ul>
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑧④">MLOperand</a></code>. The tensor with expanded size shape.</p>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits②⑥">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-expand" id="ref-for-dom-mlgraphbuilder-expand①">expand()</a></code>:</p>
+   <table class="data" id="constraints-expand">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-expand" id="ref-for-dom-mlgraphbuilder-expand①">expand()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types②③">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks①⑥">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-expand-input-newshape-options-input" id="ref-for-dom-mlgraphbuilder-expand-input-newshape-options-input①">input</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type⑤">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank①①">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits②⑥">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-expand" id="ref-for-dom-mlgraphbuilder-expand②">expand()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-expand"><code>expand</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits③⑧">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-expand" id="ref-for-dom-mlgraphbuilder-expand②">expand()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-expand" id="ref-for-dom-mlgraphbuilder-expand③">expand()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="expand(input, newShape, 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="expand(input, newShape, options)|expand(input, newShape)" id="dom-mlgraphbuilder-expand"><code>expand(<var>input</var>, <var>newShape</var>, <var>options</var>)</code></dfn> method steps are: </summary>
@@ -4445,7 +4643,7 @@ <h4 class="heading settled" data-level="7.7.16" id="api-mlgraphbuilder-expand"><
         <p>If that returns failure, 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-typeerror⑧⑧">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>Let <var>outputDescriptor</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor⑦">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑨">dataType</a> and <var>outputShape</var>.</p>
+      <p>Let <var>outputDescriptor</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor⑦">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③③">dataType</a> and <var>outputShape</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -4490,7 +4688,7 @@ <h4 class="heading settled" data-level="7.7.17" id="api-mlgraphbuilder-gather"><
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGatherOptions" data-dfn-type="dict-member" data-export id="dom-mlgatheroptions-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-long②⑤">unsigned long</a>, defaulting to <code>0</code></span>
     <dd data-md>
-     <p>The axis along which the gathered values are obtained. 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-rank①⑥">rank</a> of the input tensor.</p>
+     <p>The axis along which the gathered values are obtained. 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-rank①⑦">rank</a> of the input tensor.</p>
    </dl>
    <div>
      <strong>Arguments:</strong> 
@@ -4502,8 +4700,26 @@ <h4 class="heading settled" data-level="7.7.17" id="api-mlgraphbuilder-gather"><
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/gather(input, indices, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-gather-input-indices-options-options"><code>options</code></dfn>: 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-mloperand①⑨⓪">MLOperand</a></code>. The output N-D tensor of <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑦">rank</a> equal to the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑧">rank</a> of <em>input</em> + the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑨">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-mloperand①⑨⓪">MLOperand</a></code>. The output N-D tensor of <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑧">rank</a> equal to the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑨">rank</a> of <em>input</em> + the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⓪">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-indices①">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" id="ref-for-dom-mlgraphbuilder-clamp⑤">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>
+   <table class="data" id="constraints-gather">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gather" id="ref-for-dom-mlgraphbuilder-gather②">gather()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types②④">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks①⑦">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gather-input-indices-options-input" id="ref-for-dom-mlgraphbuilder-gather-input-indices-options-input①">input</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type⑥">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank①②">N</a>
+     <tr>
+      <td><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-indices②">indices</a></code>
+      <td><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>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64④">"int64"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank①③">N</a>
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlgathersupportlimits" id="ref-for-dictdef-mlgathersupportlimits①">MLGatherSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGatherSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlgathersupportlimits-input"><code>input</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits⑥⑦">MLSupportLimits</a></span>
@@ -4516,13 +4732,12 @@ <h4 class="heading settled" data-level="7.7.17" id="api-mlgraphbuilder-gather"><
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits⑦②">MLSupportLimits</a></code> for output operand.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits②⑧">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gather" id="ref-for-dom-mlgraphbuilder-gather①">gather()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits②⑧">MLOpSupportLimits</a></code> has the following members for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gather" id="ref-for-dom-mlgraphbuilder-gather③">gather()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-gather"><code>gather</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlgathersupportlimits" id="ref-for-dictdef-mlgathersupportlimits②">MLGatherSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gather" id="ref-for-dom-mlgraphbuilder-gather②">gather()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gather" id="ref-for-dom-mlgraphbuilder-gather④">gather()</a></code>.</p>
    </dl>
-   <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-indices①">indices</a></code> parameter to <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gather" id="ref-for-dom-mlgraphbuilder-gather③">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" id="ref-for-dom-mlgraphbuilder-clamp④">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>
@@ -4531,9 +4746,9 @@ <h4 class="heading settled" data-level="7.7.17" id="api-mlgraphbuilder-gather"><
      <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-this⑥⑤">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-throw①⑤①">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>
      <li data-md>
-      <p>If <var>indices</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⓪">dataType</a> is not <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> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64④">"int64"</a></code>, 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-typeerror⑨⓪">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 one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types②⑤">allowed data types</a> (according to <a href="#constraints-gather">this table</a>), 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-typeerror⑨⓪">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-shape②⑨">shape</a> and <var>rankInput</var> be <var>shapeInput</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⓪">rank</a>.</p>
+      <p>Let <var>shapeInput</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑨">shape</a> and <var>rankInput</var> be <var>shapeInput</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②①">rank</a>.</p>
      <li data-md>
       <p>Let <var>shapeIndices</var> be <var>indices</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⓪">shape</a>.</p>
      <li data-md>
@@ -4583,7 +4798,7 @@ <h4 class="heading settled" data-level="7.7.17" id="api-mlgraphbuilder-gather"><
         <p>Increment <var>dimCount</var> by one.</p>
       </ol>
      <li data-md>
-      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor⑧">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④①">dataType</a> and <var>shapeOutput</var>.</p>
+      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor⑧">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑤">dataType</a> and <var>shapeOutput</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -4679,11 +4894,24 @@ <h4 class="heading settled" data-level="7.7.18" id="api-mlgraphbuilder-gelu-meth
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑨④">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits③⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gelu" id="ref-for-dom-mlgraphbuilder-gelu①">gelu()</a></code>:</p>
+   <table class="data" id="constraints-gelu">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gelu" id="ref-for-dom-mlgraphbuilder-gelu①">gelu()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types②⑥">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks①⑧">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gelu-input-options-input" id="ref-for-dom-mlgraphbuilder-gelu-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⓪">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑧">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank①④">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits③⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gelu" id="ref-for-dom-mlgraphbuilder-gelu②">gelu()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-gelu"><code>gelu</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits④⓪">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gelu" id="ref-for-dom-mlgraphbuilder-gelu②">gelu()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gelu" id="ref-for-dom-mlgraphbuilder-gelu③">gelu()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="gelu(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="gelu(input, options)|gelu(input)" id="dom-mlgraphbuilder-gelu"><code>gelu(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
@@ -4693,7 +4921,7 @@ <h4 class="heading settled" data-level="7.7.18" id="api-mlgraphbuilder-gelu-meth
      <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-this⑥⑦">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-throw①⑤⑤">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>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④②">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-throw①⑤⑥">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>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑥">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types②⑦">allowed data types</a> (according to <a href="#constraints-gelu">this table</a>), 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-typeerror⑨③">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -4727,7 +4955,7 @@ <h4 class="heading settled" data-level="7.7.18" id="api-mlgraphbuilder-gelu-meth
     </details>
    </div>
    <h4 class="heading settled" data-level="7.7.19" id="api-mlgraphbuilder-gemm"><span class="secno">7.7.19. </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 <em>[M, K]</em> or <em>[K, M]</em>, <code>B</code> is a 2-D tensor with shape <em>[K, N]</em> or <em>[N, K]</em>, and <code>C</code> is <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable①">unidirectionally broadcastable</a> to the shape <em>[M, N]</em>. <code>A</code> and <code>B</code> may optionally be transposed prior to the calculation. 
+    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 <em>[M, K]</em> or <em>[K, M]</em>, <code>B</code> is a 2-D tensor with shape <em>[K, N]</em> or <em>[N, K]</em>, and <code>C</code> is <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable②">unidirectionally broadcastable</a> to the shape <em>[M, N]</em>. <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="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions④⑦"><c- n>MLOperatorOptions</c-></a> {
   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand①⑨⑤"><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-double" id="ref-for-idl-double⑤"><c- b>double</c-></a> <a class="idl-code" data-default="1.0" data-link-type="dict-member" data-type="double" href="#dom-mlgemmoptions-alpha" id="ref-for-dom-mlgemmoptions-alpha"><c- g>alpha</c-></a> = 1.0;
@@ -4755,7 +4983,7 @@ <h4 class="heading settled" data-level="7.7.19" id="api-mlgraphbuilder-gemm"><sp
    <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-mloperand①⑨⑨">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-broadcastable②">unidirectionally broadcastable</a> to the shape <em>[M, N]</em>. When it is not specified, the computation is done as if <em>c</em> is a scalar 0.0.</p>
+     <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-broadcastable③">unidirectionally broadcastable</a> to the shape <em>[M, N]</em>. 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-double" id="ref-for-idl-double⑦">double</a>, defaulting to <code>1.0</code></span>
     <dd data-md>
      <p>A multiplier for the first input.</p>
@@ -4781,6 +5009,27 @@ <h4 class="heading settled" data-level="7.7.19" id="api-mlgraphbuilder-gemm"><sp
     </ul>
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⓪②">MLOperand</a></code>. The output 2-D tensor of shape <em>[M, N]</em> that contains the calculated product of all the inputs.</p>
    </div>
+   <table class="data" id="constraints-gemm">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gemm" id="ref-for-dom-mlgraphbuilder-gemm②">gemm()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types②⑧">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks①⑨">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gemm-a-b-options-a" id="ref-for-dom-mlgraphbuilder-gemm-a-b-options-a①">a</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②①">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑨">"float16"</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gemm-a-b-options-b" id="ref-for-dom-mlgraphbuilder-gemm-a-b-options-b①">b</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as①⓪">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gemm-a-b-options-a" id="ref-for-dom-mlgraphbuilder-gemm-a-b-options-a②">a</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-c" id="ref-for-dom-mlgemmoptions-c②">c</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as①①">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gemm-a-b-options-a" id="ref-for-dom-mlgraphbuilder-gemm-a-b-options-a③">a</a></code>
+      <td>0 to 2
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlgemmsupportlimits" id="ref-for-dictdef-mlgemmsupportlimits①">MLGemmSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGemmSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlgemmsupportlimits-a"><code>a</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits⑦⑦">MLSupportLimits</a></span>
@@ -4796,11 +5045,11 @@ <h4 class="heading settled" data-level="7.7.19" id="api-mlgraphbuilder-gemm"><sp
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits⑧④">MLSupportLimits</a></code> for output operand.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits③②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gemm" id="ref-for-dom-mlgraphbuilder-gemm②">gemm()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits③②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gemm" id="ref-for-dom-mlgraphbuilder-gemm③">gemm()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-gemm"><code>gemm</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlgemmsupportlimits" id="ref-for-dictdef-mlgemmsupportlimits②">MLGemmSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gemm" id="ref-for-dom-mlgraphbuilder-gemm③">gemm()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gemm" id="ref-for-dom-mlgraphbuilder-gemm④">gemm()</a></code>.</p>
    </dl>
    <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>
@@ -4810,15 +5059,13 @@ <h4 class="heading settled" data-level="7.7.19" id="api-mlgraphbuilder-gemm"><sp
      <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-this⑥⑨">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-throw①⑤⑧">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>If <var>a</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-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-throw①⑤⑨">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>If <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④④">dataType</a> is not equal to <var>a</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-typeerror⑨⑥">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑦">dataType</a> of any of <var>a</var> or <var>b</var> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types②⑨">allowed data types</a> (according to <a href="#constraints-gemm">this table</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-typeerror⑨⑤">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-rank②①">rank</a> is not 2 or <var>b</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②②">rank</a> is not 2, 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-typeerror⑨⑦">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②②">rank</a> of any of <var>a</var> or <var>b</var> is not its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks②⓪">allowed rank</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-typeerror⑨⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-alpha" id="ref-for-dom-mlgemmoptions-alpha①">alpha</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast⑥">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-alpha" id="ref-for-dom-mlgemmoptions-alpha②">alpha</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑥">dataType</a>.</p>
+      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-alpha" id="ref-for-dom-mlgemmoptions-alpha①">alpha</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast⑥">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-alpha" id="ref-for-dom-mlgemmoptions-alpha②">alpha</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑧">dataType</a>.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-beta" id="ref-for-dom-mlgemmoptions-beta①">beta</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast⑦">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-beta" id="ref-for-dom-mlgemmoptions-beta②">beta</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑦">dataType</a>.</p>
+      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-beta" id="ref-for-dom-mlgemmoptions-beta①">beta</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast⑦">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-beta" id="ref-for-dom-mlgemmoptions-beta②">beta</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑨">dataType</a>.</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-clone②">clone</a> of <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③①">shape</a>.</p>
      <li data-md>
@@ -4828,17 +5075,17 @@ <h4 class="heading settled" data-level="7.7.19" 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-throw①⑥②">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 <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-throw①⑥①">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>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-exists②⑥">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-c" id="ref-for-dom-mlgemmoptions-c③">c</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑥">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If it is not <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable③">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-throw①⑥③">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 it is not <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable④">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-throw①⑥②">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>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑧">dataType</a> is not equal to <var>a</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-throw①⑥④">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 its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⓪">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types③⓪">allowed data types</a> (according to <a href="#constraints-gemm">this table</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-typeerror⑨⑨">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor⑨">creating an MLOperandDescriptor</a> given <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⓪">dataType</a> and « <var>shapeA</var>[0], <var>shapeB</var>[1] ».</p>
+      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor⑨">creating an MLOperandDescriptor</a> given <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④①">dataType</a> and « <var>shapeA</var>[0], <var>shapeB</var>[1] ».</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -4851,7 +5098,7 @@ <h4 class="heading settled" data-level="7.7.19" id="api-mlgraphbuilder-gemm"><sp
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②⓪">inputs</a> to <var>a</var> and <var>b</var>.</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-c③">c</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑦">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②①">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-c" id="ref-for-dom-mlgemmoptions-c④">c</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑦">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②①">inputs</a>.</p>
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-output" id="ref-for-operator-output①④">output</a> to <var>output</var>.</p>
       </ol>
@@ -4980,6 +5227,39 @@ <h4 class="heading settled" data-level="7.7.20" id="api-mlgraphbuilder-gru"><spa
     </ul>
     <p><strong>Returns:</strong> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence①⑥">sequence</a>&lt;<code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②①⑥">MLOperand</a></code>>. The first element is a 3-D tensor of shape <em>[numDirections, batchSize, hiddenSize]</em>, 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 <em>[steps, numDirections, batchSize, hiddenSize]</em> containing every cell outputs from each time step in the temporal sequence.</p>
    </div>
+   <table class="data" id="constraints-gru">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru" id="ref-for-dom-mlgraphbuilder-gru①">gru()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types③①">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks②①">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②②">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⓪">"float16"</a></code>
+      <td>3
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight" id="ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight①">weight</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as①②">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input②">input</a></code>
+      <td>3
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight" id="ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight①">recurrentWeight</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as①③">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input③">input</a></code>
+      <td>3
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias①">bias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as①④">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input④">input</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias①">recurrentBias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as①⑤">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input⑤">input</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate①">initialHiddenState</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as①⑥">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input⑥">input</a></code>
+      <td>3
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlgrusupportlimits" id="ref-for-dictdef-mlgrusupportlimits①">MLGruSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlgrusupportlimits-input"><code>input</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits⑨②">MLSupportLimits</a></span>
@@ -5004,27 +5284,25 @@ <h4 class="heading settled" data-level="7.7.20" id="api-mlgraphbuilder-gru"><spa
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits①⓪⑤">MLSupportLimits</a></code> for all the output operands.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits③④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru" id="ref-for-dom-mlgraphbuilder-gru①">gru()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits③④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru" id="ref-for-dom-mlgraphbuilder-gru②">gru()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-gru"><code>gru</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlgrusupportlimits" id="ref-for-dictdef-mlgrusupportlimits②">MLGruSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru" id="ref-for-dom-mlgraphbuilder-gru②">gru()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-gru" id="ref-for-dom-mlgraphbuilder-gru③">gru()</a></code>.</p>
    </dl>
    <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="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦①">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②①">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑤">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror①⑨">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException②⑨">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦①">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②①">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥④">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror①⑨">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException②⑨">DOMException</a></code>.</p>
      <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-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-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-exists②⑧">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-exists②⑨">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-exists③⓪">exists</a>) returns false, 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-typeerror①⓪①">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-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-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias②">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑧">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias②">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑨">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate②">initialHiddenState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⓪">exists</a>) returns false, 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-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-datatype⑤①">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-throw①⑥⑦">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 the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④②">dataType</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types③②">allowed data types</a> (according to <a href="#constraints-gru">this table</a>), 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-typeerror①⓪①">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-rank②③">rank</a> is not 3, 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-typeerror①⓪③">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②③">rank</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks②②">allowed rank</a>, 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-typeerror①⓪②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤②">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-datatype⑤③">dataType</a>, 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-typeerror①⓪④">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-shape③③">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-throw①⑦⓪">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>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③③">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-throw①⑥⑧">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>Let <var>batchSize</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③④">shape</a>[1].</p>
      <li data-md>
@@ -5032,44 +5310,44 @@ <h4 class="heading settled" data-level="7.7.20" id="api-mlgraphbuilder-gru"><spa
      <li data-md>
       <p>Let <var>numDirections</var> be 2 if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-direction" id="ref-for-dom-mlgruoptions-direction①">direction</a></code> is <code class="idl"><a data-link-type="idl" href="#dom-mlrecurrentnetworkdirection-both" id="ref-for-dom-mlrecurrentnetworkdirection-both①">"both"</a></code>, or 1 otherwise.</p>
      <li data-md>
-      <p>If <var>weight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑥">shape</a> is not equal to « <var>numDirections</var>, 3 * <var>hiddenSize</var>, <var>inputSize</var> », 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-typeerror①⓪⑥">TypeError</a></code>.</p>
+      <p>If <var>weight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑥">shape</a> is not equal to « <var>numDirections</var>, 3 * <var>hiddenSize</var>, <var>inputSize</var> », 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-typeerror①⓪④">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-shape③⑦">shape</a> is not equal to « <var>numDirections</var>, 3 * <var>hiddenSize</var>, <var>hiddenSize</var> », 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-typeerror①⓪⑦">TypeError</a></code>.</p>
+      <p>If <var>recurrentWeight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑦">shape</a> is not equal to « <var>numDirections</var>, 3 * <var>hiddenSize</var>, <var>hiddenSize</var> », 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-typeerror①⓪⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>hiddenSize</var> * 6 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-throw①⑦③">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 <var>hiddenSize</var> * 6 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-throw①⑦①">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>
       <details class="note">
        <summary>Why <var>hiddenSize</var> * 6 ?</summary>
-        Some underlying platforms operate on a single bias tensor which is a concatenation of <code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias②">bias</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias②">recurrentBias</a></code>. Therefore, 3 * <var>hiddenSize</var> + 3 * <var>hiddenSize</var> must also be a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑤">valid dimension</a>. 
+        Some underlying platforms operate on a single bias tensor which is a concatenation of <code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias③">bias</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias③">recurrentBias</a></code>. Therefore, 3 * <var>hiddenSize</var> + 3 * <var>hiddenSize</var> must also be a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑤">valid dimension</a>. 
       </details>
      <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-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③①">exists</a>:</p>
+      <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-exists③①">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤④">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑤">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-typeerror①⓪⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④③">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types③③">allowed data types</a> (according to <a href="#constraints-gru">this table</a>), 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-typeerror①⓪⑦">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑧">shape</a> is not equal to « <var>numDirections</var>, 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-typeerror①①⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑧">shape</a> is not equal to « <var>numDirections</var>, 3 * <var>hiddenSize</var> », 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-typeerror①⓪⑧">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-recurrentbias③">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③②">exists</a>:</p>
+      <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-exists③②">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑥">dataType</a> 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-throw①⑦⑥">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 its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④④">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types③④">allowed data types</a> (according to <a href="#constraints-gru">this table</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-typeerror①⓪⑨">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑨">shape</a> is not equal to « <var>numDirections</var>, 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-typeerror①①②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑨">shape</a> is not equal to « <var>numDirections</var>, 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-typeerror①①⓪">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-exists③③">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate③">initialHiddenState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③③">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-throw①⑦⑧">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 its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑤">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types③⑤">allowed data types</a> (according to <a href="#constraints-gru">this table</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-typeerror①①①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⓪">shape</a> is not equal to « <var>numDirections</var>, <var>batchSize</var>, <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-typeerror①①④">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⓪">shape</a> is not equal to « <var>numDirections</var>, <var>batchSize</var>, <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-typeerror①①②">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-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③④">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-size①⑥">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-typeerror①①⑤">TypeError</a></code>.</p>
+        <p>If 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-throw①⑦⑧">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>Let <var>activations</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone④">clone</a> of <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations②">activations</a></code>.</p>
       </ol>
@@ -5083,12 +5361,12 @@ <h4 class="heading settled" data-level="7.7.20" id="api-mlgraphbuilder-gru"><spa
       <p><em>Calculate the output shape:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>desc0</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①⓪">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⓪">dataType</a> and « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+        <p>Let <var>desc0</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①⓪">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑥">dataType</a> and « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</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-returnsequence②">returnSequence</a></code> is true:</p>
         <ol>
          <li data-md>
-          <p>Let <var>desc1</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①①">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥①">dataType</a> and « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+          <p>Let <var>desc1</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①①">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑦">dataType</a> and « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
         </ol>
       </ol>
      <li data-md>
@@ -5119,11 +5397,11 @@ <h4 class="heading settled" data-level="7.7.20" id="api-mlgraphbuilder-gru"><spa
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②②">inputs</a> to <var>input</var>, <var>weight</var>, and <var>recurrentWeight</var>.</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-exists③⑤">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②③">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias⑤">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑤">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②③">inputs</a>.</p>
        <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-exists③⑥">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②④">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias⑤">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑥">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②④">inputs</a>.</p>
        <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-initialhiddenstate③">initialHiddenState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑦">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②⑤">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate④">initialHiddenState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑦">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②⑤">inputs</a>.</p>
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-activation" id="ref-for-operator-activation②">activation functions</a> to a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone⑤">clone</a> of <var>activations</var>.</p>
        <li data-md>
@@ -5303,6 +5581,35 @@ <h4 class="heading settled" data-level="7.7.21" id="api-mlgraphbuilder-grucell">
     </ul>
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②③⓪">MLOperand</a></code>. The 2-D tensor of shape <em>[batchSize, hiddenSize]</em>, the cell output hidden state of a single time step of the recurrent network.</p>
    </div>
+   <table class="data" id="constraints-gruCell">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell" id="ref-for-dom-mlgraphbuilder-grucell①">gruCell()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types③⑥">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks②③">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②③">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②①">"float16"</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight" id="ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight①">weight</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as①⑦">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input②">input</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight" id="ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight①">recurrentWeight</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as①⑧">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input③">input</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias①">bias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as①⑨">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input④">input</a></code>
+      <td>1
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias①">recurrentBias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as②⓪">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input⑤">input</a></code>
+      <td>1
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlgrucellsupportlimits" id="ref-for-dictdef-mlgrucellsupportlimits①">MLGruCellSupportLimits</a></code> has the following members;</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLGruCellSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlgrucellsupportlimits-input"><code>input</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits①①③">MLSupportLimits</a></span>
@@ -5327,62 +5634,60 @@ <h4 class="heading settled" data-level="7.7.21" id="api-mlgraphbuilder-grucell">
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits①②⑥">MLSupportLimits</a></code> for output operand.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits③⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell" id="ref-for-dom-mlgraphbuilder-grucell①">gruCell()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits③⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell" id="ref-for-dom-mlgraphbuilder-grucell②">gruCell()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-grucell"><code>gruCell</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlgrucellsupportlimits" id="ref-for-dictdef-mlgrucellsupportlimits②">MLGruCellSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell" id="ref-for-dom-mlgraphbuilder-grucell②">gruCell()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-grucell" id="ref-for-dom-mlgraphbuilder-grucell③">gruCell()</a></code>.</p>
    </dl>
    <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="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑤">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②②">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧①">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⓪">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⓪">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑤">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②②">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑨">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⓪">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⓪">DOMException</a></code>.</p>
      <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-this⑦⑥">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-exists③⑧">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-exists③⑨">exists</a>) 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-typeerror①①⑥">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-this⑦⑥">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-bias②">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑧">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias②">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑨">exists</a>) returns false, 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-typeerror①①④">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-datatype⑥②">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-throw①⑧③">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 the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑧">dataType</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, or <var>hiddenState</var> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types③⑦">allowed data types</a> (according to <a href="#constraints-gruCell">this table</a>), 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-typeerror①①⑤">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-rank②④">rank</a> is not 2, 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-typeerror①①⑧">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②④">rank</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var> or <var>hiddenState</var> is not its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks②④">allowed ranks</a> (according to <a href="#constraints-gruCell">this table</a>), 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-typeerror①①⑥">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-shape④①">shape</a>[0].</p>
      <li data-md>
       <p>Let <var>inputSize</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 the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥③">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-datatype⑥④">dataType</a>, 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-typeerror①①⑨">TypeError</a></code>.</p>
+      <p>If <var>weight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④③">shape</a> is not equal to « 3 * <var>hiddenSize</var>, <var>inputSize</var> », 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-typeerror①①⑦">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-shape④③">shape</a> is not equal to « 3 * <var>hiddenSize</var>, <var>inputSize</var> », 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-typeerror①②⓪">TypeError</a></code>.</p>
+      <p>If <var>recurrentWeight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④④">shape</a> is not equal to « 3 * <var>hiddenSize</var>, <var>hiddenSize</var> », 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-typeerror①①⑧">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-shape④④">shape</a> is not equal to « 3 * <var>hiddenSize</var>, <var>hiddenSize</var> », 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-typeerror①②①">TypeError</a></code>.</p>
+      <p>If <var>hiddenState</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑤">shape</a> is not equal to « <var>batchSize</var>, <var>hiddenSize</var> », 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-typeerror①①⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>hiddenState</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑤">shape</a> is not equal to « <var>batchSize</var>, <var>hiddenSize</var> », 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-typeerror①②②">TypeError</a></code>.</p>
-     <li data-md>
-      <p>If <var>hiddenSize</var> * 6 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-throw①⑧⑨">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 <var>hiddenSize</var> * 6 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-throw①⑧⑥">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>
       <details class="note">
        <summary>Why <var>hiddenSize</var> * 6 ?</summary>
-        Some underlying platforms operate on a single bias tensor which is a concatenation of <code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias②">bias</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias②">recurrentBias</a></code>. Therefore, 3 * <var>hiddenSize</var> + 3 * <var>hiddenSize</var> must also be a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑦">valid dimension</a>. 
+        Some underlying platforms operate on a single bias tensor which is a concatenation of <code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias③">bias</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias③">recurrentBias</a></code>. Therefore, 3 * <var>hiddenSize</var> + 3 * <var>hiddenSize</var> must also be a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑦">valid dimension</a>. 
       </details>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⓪">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⓪">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑤">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑥">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-typeerror①②④">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑨">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types③⑧">allowed data types</a> (according to <a href="#constraints-gruCell">this table</a>), 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-typeerror①②①">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> 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-throw①⑨①">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 its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑥">shape</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-throw①⑧⑧">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>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias③">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④①">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias④">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④①">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑦">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑧">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-typeerror①②⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⓪">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types③⑨">allowed data types</a> (according to <a href="#constraints-gruCell">this table</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-typeerror①②③">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> 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-throw①⑨③">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 its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑦">shape</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-throw①⑨⓪">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>
       </ol>
      <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-exists④②">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-size①⑦">size</a> is not 2, 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-typeerror①②⑧">TypeError</a></code>.</p>
+        <p>If 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-throw①⑨①">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>Let <var>activations</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>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-activations" id="ref-for-dom-mlgrucelloptions-activations②">activations</a></code>.</p>
       </ol>
@@ -5393,7 +5698,7 @@ <h4 class="heading settled" data-level="7.7.21" id="api-mlgraphbuilder-grucell">
         <p>Let <var>activations</var> be « <code class="idl"><a data-link-type="idl" href="#dom-mlrecurrentnetworkactivation-sigmoid" id="ref-for-dom-mlrecurrentnetworkactivation-sigmoid③">"sigmoid"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mlrecurrentnetworkactivation-tanh" id="ref-for-dom-mlrecurrentnetworkactivation-tanh③">"tanh"</a></code> ».</p>
       </ol>
      <li data-md>
-      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①②">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑨">dataType</a> and « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①②">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤①">dataType</a> and « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5406,9 +5711,9 @@ <h4 class="heading settled" data-level="7.7.21" id="api-mlgraphbuilder-grucell">
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②⑥">inputs</a> to <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, and <var>hiddenState</var>.</p>
        <li data-md>
-        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④③">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②⑦">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias⑤">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④③">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②⑦">inputs</a>.</p>
        <li data-md>
-        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias④">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④④">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②⑧">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias⑤">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④④">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input②⑧">inputs</a>.</p>
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-activation" id="ref-for-operator-activation④">activation functions</a> to a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone⑦">clone</a> of <var>activations</var>.</p>
        <li data-md>
@@ -5556,25 +5861,38 @@ <h4 class="heading settled" data-level="7.7.22" id="api-mlgraphbuilder-hard-sigm
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②③④">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits③⑧">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardsigmoid" id="ref-for-dom-mlgraphbuilder-hardsigmoid①">hardSigmoid()</a></code>:</p>
+   <table class="data" id="constraints-hardSigmoid">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardsigmoid" id="ref-for-dom-mlgraphbuilder-hardsigmoid①">hardSigmoid()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types④⓪">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks②⑤">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardsigmoid-input-options-input" id="ref-for-dom-mlgraphbuilder-hardsigmoid-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②④">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②②">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank①⑤">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits③⑧">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardsigmoid" id="ref-for-dom-mlgraphbuilder-hardsigmoid②">hardSigmoid()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-hardsigmoid"><code>hardSigmoid</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits④②">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardsigmoid" id="ref-for-dom-mlgraphbuilder-hardsigmoid②">hardSigmoid()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardsigmoid" id="ref-for-dom-mlgraphbuilder-hardsigmoid③">hardSigmoid()</a></code>.</p>
    </dl>
    <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="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑧">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②③">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑤">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②①">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③①">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑧">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②③">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨②">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②①">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③①">DOMException</a></code>.</p>
      <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-this⑦⑨">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-throw①⑨⑥">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 <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-this⑦⑨">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-throw①⑨③">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 <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-float16②②">"float16"</a></code>, 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-typeerror①③⓪">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤②">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types④①">allowed data types</a> (according to <a href="#constraints-hardSigmoid">this table</a>), 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-typeerror①②⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlhardsigmoidoptions-alpha" id="ref-for-dom-mlhardsigmoidoptions-alpha①">alpha</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast⑧">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlhardsigmoidoptions-alpha" id="ref-for-dom-mlhardsigmoidoptions-alpha②">alpha</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦①">dataType</a>.</p>
+      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlhardsigmoidoptions-alpha" id="ref-for-dom-mlhardsigmoidoptions-alpha①">alpha</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast⑧">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlhardsigmoidoptions-alpha" id="ref-for-dom-mlhardsigmoidoptions-alpha②">alpha</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>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlhardsigmoidoptions-beta" id="ref-for-dom-mlhardsigmoidoptions-beta①">beta</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast⑨">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlhardsigmoidoptions-beta" id="ref-for-dom-mlhardsigmoidoptions-beta②">beta</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦②">dataType</a>.</p>
+      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlhardsigmoidoptions-beta" id="ref-for-dom-mlhardsigmoidoptions-beta①">beta</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast⑨">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlhardsigmoidoptions-beta" id="ref-for-dom-mlhardsigmoidoptions-beta②">beta</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><em>Make graph connections:</em></p>
       <ol>
@@ -5632,21 +5950,34 @@ <h4 class="heading settled" data-level="7.7.23" id="api-mlgraphbuilder-hard-swis
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②③⑧">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardswish" id="ref-for-dom-mlgraphbuilder-hardswish①">hardSwish()</a></code>:</p>
+   <table class="data" id="constraints-hardSwish">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardswish" id="ref-for-dom-mlgraphbuilder-hardswish①">hardSwish()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types④②">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks②⑥">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardswish-input-options-input" id="ref-for-dom-mlgraphbuilder-hardswish-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑤">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②③">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank①⑥">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardswish" id="ref-for-dom-mlgraphbuilder-hardswish②">hardSwish()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-hardswish"><code>hardSwish</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits④④">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardswish" id="ref-for-dom-mlgraphbuilder-hardswish②">hardSwish()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hardswish" id="ref-for-dom-mlgraphbuilder-hardswish③">hardSwish()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="hardSwish(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="hardSwish(input, options)|hardSwish(input)" id="dom-mlgraphbuilder-hardswish"><code>hardSwish(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⓪">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②④">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑧">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②②">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③②">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⓪">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②④">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑤">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②②">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③②">DOMException</a></code>.</p>
      <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-this⑧①">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-throw①⑨⑨">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 <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-this⑧①">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-throw①⑨⑥">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>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦③">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-throw②⓪⓪">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑤">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types④③">allowed data types</a> (according to <a href="#constraints-hardSwish">this table</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-typeerror①②⑨">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5683,7 +6014,7 @@ <h4 class="heading settled" data-level="7.7.23" id="api-mlgraphbuilder-hard-swis
     </details>
    </div>
    <h4 class="heading settled" data-level="7.7.24" id="api-mlgraphbuilder-instancenorm"><span class="secno">7.7.24. </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-batchnormalization③">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. 
+    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-batchnormalization④">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="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions⑤③"><c- n>MLOperatorOptions</c-></a> {
   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②③⑨"><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-mloperand②④⓪"><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>;
@@ -5732,6 +6063,27 @@ <h4 class="heading settled" data-level="7.7.24" id="api-mlgraphbuilder-instancen
     </ul>
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②④⑥">MLOperand</a></code>. The instance-normalized 4-D tensor of the same shape as <em>input</em>.</p>
    </div>
+   <table class="data" id="constraints-instanceNormalization">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-instancenormalization" id="ref-for-dom-mlgraphbuilder-instancenormalization①">instanceNormalization()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types④④">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks②⑦">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-instancenormalization-input-options-input" id="ref-for-dom-mlgraphbuilder-instancenormalization-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑥">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②④">"float16"</a></code>
+      <td>4
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-scale" id="ref-for-dom-mlinstancenormalizationoptions-scale①">scale</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as②①">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-instancenormalization-input-options-input" id="ref-for-dom-mlgraphbuilder-instancenormalization-input-options-input②">input</a></code>
+      <td>1
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias①">bias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as②②">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-instancenormalization-input-options-input" id="ref-for-dom-mlgraphbuilder-instancenormalization-input-options-input③">input</a></code>
+      <td>1
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlnormalizationsupportlimits" id="ref-for-dictdef-mlnormalizationsupportlimits①">MLNormalizationSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLNormalizationSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlnormalizationsupportlimits-input"><code>input</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits①③①">MLSupportLimits</a></span>
@@ -5747,42 +6099,42 @@ <h4 class="heading settled" data-level="7.7.24" id="api-mlgraphbuilder-instancen
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits①③⑧">MLSupportLimits</a></code> for output operand.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-instancenormalization" id="ref-for-dom-mlgraphbuilder-instancenormalization①">instanceNormalization()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-instancenormalization" id="ref-for-dom-mlgraphbuilder-instancenormalization②">instanceNormalization()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-instancenormalization"><code>instanceNormalization</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlnormalizationsupportlimits" id="ref-for-dictdef-mlnormalizationsupportlimits②">MLNormalizationSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-instancenormalization" id="ref-for-dom-mlgraphbuilder-instancenormalization②">instanceNormalization()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-instancenormalization" id="ref-for-dom-mlgraphbuilder-instancenormalization③">instanceNormalization()</a></code>.</p>
    </dl>
    <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="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧②">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②⑤">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪①">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②③">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③③">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧②">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②⑤">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑧">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②③">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③③">DOMException</a></code>.</p>
      <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-this⑧③">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-exists④⑤">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-exists④⑥">exists</a>) 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-typeerror①③③">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-this⑧③">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-scale②">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑤">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias②">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑥">exists</a>) returns false, 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-typeerror①③⓪">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-datatype⑦④">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-throw②⓪③">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑥">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types④⑤">allowed data types</a> (according to <a href="#constraints-instanceNormalization">this table</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-typeerror①③①">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-rank②⑤">rank</a> is not 4, 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-typeerror①③⑤">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑤">rank</a> is not its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks②⑧">allowed rank</a>, 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-typeerror①③②">TypeError</a></code>.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-epsilon" id="ref-for-dom-mlinstancenormalizationoptions-epsilon①">epsilon</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①⓪">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-epsilon" id="ref-for-dom-mlinstancenormalizationoptions-epsilon②">epsilon</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑤">dataType</a>.</p>
+      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-epsilon" id="ref-for-dom-mlinstancenormalizationoptions-epsilon①">epsilon</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①⓪">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-epsilon" id="ref-for-dom-mlinstancenormalizationoptions-epsilon②">epsilon</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑦">dataType</a>.</p>
      <li data-md>
       <p>Let <var>axis</var> be 1 if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-layout" id="ref-for-dom-mlinstancenormalizationoptions-layout①">layout</a></code> is <code class="idl"><a data-link-type="idl" href="#dom-mlinputoperandlayout-nchw" id="ref-for-dom-mlinputoperandlayout-nchw①①">"nchw"</a></code>, and 3 otherwise.</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-exists④⑦">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-scale" id="ref-for-dom-mlinstancenormalizationoptions-scale③">scale</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>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑦">dataType</a>, 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-typeerror①③⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑧">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types④⑥">allowed data types</a> (according to <a href="#constraints-instanceNormalization">this table</a>), 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-typeerror①③③">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> is not equal to « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤①">shape</a>[<var>axis</var>] », 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-typeerror①③⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⓪">shape</a> is not equal to « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤①">shape</a>[<var>axis</var>] », 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-typeerror①③④">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-exists④⑧">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑧">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑧">dataType</a> 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-throw②⓪⑦">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 its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑨">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types④⑦">allowed data types</a> (according to <a href="#constraints-instanceNormalization">this table</a>), 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-typeerror①③⑤">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> is not equal to « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤③">shape</a>[<var>axis</var>] », 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-typeerror①③⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤②">shape</a> is not equal to « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤③">shape</a>[<var>axis</var>] », 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-typeerror①③⑥">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -5796,9 +6148,9 @@ <h4 class="heading settled" data-level="7.7.24" id="api-mlgraphbuilder-instancen
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③①">input</a> to <var>input</var>.</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-scale③">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑨">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③②">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-scale" id="ref-for-dom-mlinstancenormalizationoptions-scale④">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑨">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③②">inputs</a>.</p>
        <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-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⓪">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③③">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⓪">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③③">inputs</a>.</p>
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-output" id="ref-for-operator-output①⑨">output</a> to <var>output</var>.</p>
       </ol>
@@ -5834,7 +6186,7 @@ <h4 class="heading settled" data-level="7.7.24" id="api-mlgraphbuilder-instancen
     </details>
    </div>
    <h4 class="heading settled" data-level="7.7.25" id="api-mlgraphbuilder-layernorm"><span class="secno">7.7.25. </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-batchnormalization④">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-instancenormalization③">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. 
+    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-batchnormalization⑤">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-instancenormalization④">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="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions⑤④"><c- n>MLOperatorOptions</c-></a> {
   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand②④⑦"><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-mloperand②④⑧"><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>;
@@ -5876,42 +6228,63 @@ <h4 class="heading settled" data-level="7.7.25" id="api-mlgraphbuilder-layernorm
     </ul>
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤④">MLOperand</a></code>. The layer-normalized N-D tensor of the same shape as <em>input</em>.</p>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-layernormalization" id="ref-for-dom-mlgraphbuilder-layernormalization①">layerNormalization()</a></code>:</p>
+   <table class="data" id="constraints-layerNormalization">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-layernormalization" id="ref-for-dom-mlgraphbuilder-layernormalization①">layerNormalization()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types④⑧">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks②⑨">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-layernormalization-input-options-input" id="ref-for-dom-mlgraphbuilder-layernormalization-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑦">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑤">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank①⑦">N</a>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale①">scale</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as②③">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-layernormalization-input-options-input" id="ref-for-dom-mlgraphbuilder-layernormalization-input-options-input②">input</a></code>
+      <td>0 to <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-layernormalization-input-options-input" id="ref-for-dom-mlgraphbuilder-layernormalization-input-options-input③">input</a></code>'s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑥">rank</a>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias①">bias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as②④">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-layernormalization-input-options-input" id="ref-for-dom-mlgraphbuilder-layernormalization-input-options-input④">input</a></code>
+      <td>0 to <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-layernormalization-input-options-input" id="ref-for-dom-mlgraphbuilder-layernormalization-input-options-input⑤">input</a></code>'s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑦">rank</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-layernormalization" id="ref-for-dom-mlgraphbuilder-layernormalization②">layerNormalization()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-layernormalization"><code>layerNormalization</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlnormalizationsupportlimits" id="ref-for-dictdef-mlnormalizationsupportlimits④">MLNormalizationSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-layernormalization" id="ref-for-dom-mlgraphbuilder-layernormalization②">layerNormalization()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-layernormalization" id="ref-for-dom-mlgraphbuilder-layernormalization③">layerNormalization()</a></code>.</p>
    </dl>
    <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="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧④">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②⑥">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑨">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②④">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③④">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧④">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②⑥">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑥">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②④">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③④">DOMException</a></code>.</p>
      <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-this⑧⑤">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-exists⑤①">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-exists⑤②">exists</a>) returns false, 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-typeerror①④⓪">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-this⑧⑤">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-scale②">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤①">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias②">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>) 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-typeerror①③⑦">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-datatype⑧⓪">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-throw②①①">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⓪">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types④⑨">allowed data types</a> (according to <a href="#constraints-layerNormalization">this table</a>), 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-typeerror①③⑧">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-exists⑤③">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-list②⓪">list</a>, either equal to <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range③">the range</a> from 1 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑥">rank</a>, exclusive, if <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑦">rank</a> is greater than 1, or an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②①">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-exists⑤③">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-list②⓪">list</a>, either equal to <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range③">the range</a> from 1 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑧">rank</a>, exclusive, if <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑨">rank</a> is greater than 1, or an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②①">list</a> otherwise.</p>
      <li data-md>
-      <p>Otherwise, if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes③">axes</a></code> contains duplicate values, or 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-range④">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑧">rank</a>, exclusive, then return failure.</p>
+      <p>Otherwise, if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes③">axes</a></code> contains duplicate values, or 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-range④">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⓪">rank</a>, exclusive, then return failure.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-epsilon" id="ref-for-dom-mllayernormalizationoptions-epsilon①">epsilon</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①①">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-epsilon" id="ref-for-dom-mllayernormalizationoptions-epsilon②">epsilon</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧①">dataType</a>.</p>
+      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-epsilon" id="ref-for-dom-mllayernormalizationoptions-epsilon①">epsilon</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①①">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-epsilon" id="ref-for-dom-mllayernormalizationoptions-epsilon②">epsilon</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥①">dataType</a>.</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-exists⑤④">exists</a>:</p>
+      <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-exists⑤④">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-throw②①②">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 its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥②">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑤⓪">allowed data types</a> (according to <a href="#constraints-layerNormalization">this table</a>), 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-typeerror①③⑨">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑨">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-size②②">size</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-typeerror①④③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③①">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-size②②">size</a>, 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-typeerror①④⓪">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-exists⑤⑤">exists</a>:</p>
+      <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-exists⑤⑤">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-throw②①④">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-datatype⑥③">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑤①">allowed data types</a> (according to <a href="#constraints-layerNormalization">this table</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-typeerror①④①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⓪">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-axes⑤">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-throw②①⑤">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-rank③②">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-axes⑤">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-throw②①②">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>
       </ol>
      <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>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-axes⑥">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>
@@ -5919,20 +6292,20 @@ <h4 class="heading settled" data-level="7.7.25" id="api-mlgraphbuilder-layernorm
        <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-axes⑦">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-rank③①">rank</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-typeerror①④⑥">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-rank③③">rank</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-typeerror①④③">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-shape⑤④">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-exists⑤⑥">exists</a>:</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale④">scale</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-shape" id="ref-for-mloperand-shape⑤⑤">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-throw②①⑦">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-shape" id="ref-for-mloperand-shape⑤⑤">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-throw②①④">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-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-exists⑤⑦">exists</a>:</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑦">exists</a>:</p>
         <ol>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑥">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-throw②①⑧">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 its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑥">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-throw②①⑤">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>
         </ol>
       </ol>
      <li data-md>
@@ -5947,9 +6320,9 @@ <h4 class="heading settled" data-level="7.7.25" id="api-mlgraphbuilder-layernorm
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③④">input</a> to <var>input</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-scale④">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑧">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③⑤">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale⑤">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑧">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③⑤">inputs</a>.</p>
        <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-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑨">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③⑥">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias⑤">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑨">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③⑥">inputs</a>.</p>
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-output" id="ref-for-operator-output②⓪">output</a> to <var>output</var>.</p>
       </ol>
@@ -6018,23 +6391,36 @@ <h4 class="heading settled" data-level="7.7.26" id="api-mlgraphbuilder-leakyrelu
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑤⑧">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-leakyrelu" id="ref-for-dom-mlgraphbuilder-leakyrelu①">leakyRelu()</a></code>:</p>
+   <table class="data" id="constraints-leakyRelu">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-leakyrelu" id="ref-for-dom-mlgraphbuilder-leakyrelu①">leakyRelu()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑤②">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks③⓪">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-leakyrelu-input-options-input" id="ref-for-dom-mlgraphbuilder-leakyrelu-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑧">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑥">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank①⑧">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-leakyrelu" id="ref-for-dom-mlgraphbuilder-leakyrelu②">leakyRelu()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-leakyrelu"><code>leakyRelu</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits④⑥">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-leakyrelu" id="ref-for-dom-mlgraphbuilder-leakyrelu②">leakyRelu()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-leakyrelu" id="ref-for-dom-mlgraphbuilder-leakyrelu③">leakyRelu()</a></code>.</p>
    </dl>
    <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="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑥">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②⑦">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑨">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⑤">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⑤">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑥">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②⑦">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑥">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⑤">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⑤">DOMException</a></code>.</p>
      <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-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-throw②②⓪">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 <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-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-throw②①⑦">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>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑥">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-throw②②①">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥④">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑤③">allowed data types</a> (according to <a href="#constraints-leakyRelu">this table</a>), 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-typeerror①④⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlleakyreluoptions-alpha" id="ref-for-dom-mlleakyreluoptions-alpha①">alpha</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①②">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlleakyreluoptions-alpha" id="ref-for-dom-mlleakyreluoptions-alpha②">alpha</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑦">dataType</a>.</p>
+      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlleakyreluoptions-alpha" id="ref-for-dom-mlleakyreluoptions-alpha①">alpha</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①②">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlleakyreluoptions-alpha" id="ref-for-dom-mlleakyreluoptions-alpha②">alpha</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑤">dataType</a>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -6104,25 +6490,38 @@ <h4 class="heading settled" data-level="7.7.27" id="api-mlgraphbuilder-linear"><
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑥②">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④⑧">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-linear" id="ref-for-dom-mlgraphbuilder-linear①">linear()</a></code>:</p>
+   <table class="data" id="constraints-linear">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-linear" id="ref-for-dom-mlgraphbuilder-linear①">linear()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑤④">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks③①">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-linear-input-options-input" id="ref-for-dom-mlgraphbuilder-linear-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑨">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑦">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank①⑨">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits④⑧">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-linear" id="ref-for-dom-mlgraphbuilder-linear②">linear()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-linear"><code>linear</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits④⑧">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-linear" id="ref-for-dom-mlgraphbuilder-linear②">linear()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-linear" id="ref-for-dom-mlgraphbuilder-linear③">linear()</a></code>.</p>
    </dl>
    <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="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑧">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②⑧">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②②">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⑥">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⑥">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑧">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②⑧">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑨">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⑥">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⑥">DOMException</a></code>.</p>
      <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-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-throw②②③">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 <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-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-throw②②⓪">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>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑧">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-throw②②④">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑥">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑤⑤">allowed data types</a> (according to <a href="#constraints-linear">this table</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-typeerror①④⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllinearoptions-alpha" id="ref-for-dom-mllinearoptions-alpha①">alpha</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①③">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllinearoptions-alpha" id="ref-for-dom-mllinearoptions-alpha②">alpha</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑨">dataType</a>.</p>
+      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllinearoptions-alpha" id="ref-for-dom-mllinearoptions-alpha①">alpha</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①③">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllinearoptions-alpha" id="ref-for-dom-mllinearoptions-alpha②">alpha</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑦">dataType</a>.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllinearoptions-beta" id="ref-for-dom-mllinearoptions-beta①">beta</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①④">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllinearoptions-beta" id="ref-for-dom-mllinearoptions-beta②">beta</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>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllinearoptions-beta" id="ref-for-dom-mllinearoptions-beta①">beta</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①④">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllinearoptions-beta" id="ref-for-dom-mllinearoptions-beta②">beta</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑧">dataType</a>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -6245,6 +6644,47 @@ <h4 class="heading settled" data-level="7.7.28" id="api-mlgraphbuilder-lstm"><sp
     </ul>
     <p><strong>Returns:</strong> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②①">sequence</a>&lt;<code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑧⓪">MLOperand</a></code>>. The first element is a 3-D tensor of shape <em>[numDirections, batchSize, hiddenSize]</em>, the output hidden state from the last time step of the network. The second element is a 3-D tensor of shape <em>[numDirections, batchSize, hiddenSize]</em>, 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 <em>[steps, numDirections, batchSize, hiddenSize]</em> containing every output from each time step in the temporal sequence.</p>
    </div>
+   <table class="data" id="constraints-lstm">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm" id="ref-for-dom-mlgraphbuilder-lstm①">lstm()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑤⑥">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks③②">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input①">input</a></code>
+      <td><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-float16②⑧">"float16"</a></code>
+      <td>3
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight" id="ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight①">weight</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as②⑤">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input②">input</a></code>
+      <td>3
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight" id="ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight①">recurrentWeight</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as②⑥">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input③">input</a></code>
+      <td>3
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias①">bias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as②⑦">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input④">input</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias①">recurrentBias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as②⑧">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input⑤">input</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight①">peepholeWeight</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as②⑨">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input⑥">input</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate①">initialHiddenState</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as③⓪">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input⑦">input</a></code>
+      <td>3
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate①">initialCellState</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as③①">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input⑧">input</a></code>
+      <td>3
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mllstmsupportlimits" id="ref-for-dictdef-mllstmsupportlimits①">MLLstmSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmSupportLimits" data-dfn-type="dict-member" data-export id="dom-mllstmsupportlimits-input"><code>input</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits①④⑧">MLSupportLimits</a></span>
@@ -6275,90 +6715,86 @@ <h4 class="heading settled" data-level="7.7.28" id="api-mlgraphbuilder-lstm"><sp
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits①⑥⑤">MLSupportLimits</a></code> for all the output operands.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑤⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm" id="ref-for-dom-mlgraphbuilder-lstm①">lstm()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑤⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm" id="ref-for-dom-mlgraphbuilder-lstm②">lstm()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-lstm"><code>lstm</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mllstmsupportlimits" id="ref-for-dictdef-mllstmsupportlimits②">MLLstmSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm" id="ref-for-dom-mlgraphbuilder-lstm②">lstm()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstm" id="ref-for-dom-mlgraphbuilder-lstm③">lstm()</a></code>.</p>
    </dl>
    <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="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⓪">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②⑨">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑤">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⑦">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⑦">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⓪">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot②⑨">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②②">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⑦">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⑦">DOMException</a></code>.</p>
      <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-this⑨①">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-exists⑥⓪">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-exists⑥①">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-exists⑥②">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-exists⑥③">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-exists⑥④">exists</a>) returns false, 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-typeerror①⑤③">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-this⑨①">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-bias②">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⓪">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias②">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥①">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight②">peepholeWeight</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥②">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate②">initialHiddenState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥③">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate②">initialCellState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥④">exists</a>) returns false, 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-typeerror①⑤⓪">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-datatype⑨①">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-throw②②⑦">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>
-     <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③②">rank</a> is not 3, 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-typeerror①⑤⑤">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑨">dataType</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑤⑦">allowed data types</a> (according to <a href="#constraints-lstm">this table</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-typeerror①⑤①">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-shape⑤⑦">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-throw②②⑨">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 the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③④">rank</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks③③">allowed rank</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-typeerror①⑤②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨②">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-datatype⑨③">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-typeerror①⑤⑦">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑦">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-throw②②⑥">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>batchSize</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑧">shape</a>[1].</p>
      <li data-md>
       <p>Let <var>inputSize</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑨">shape</a>[2].</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨④">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-datatype⑨⑤">dataType</a>, 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-typeerror①⑤⑧">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-shape⑥⓪">shape</a> is not equal to « <var>numDirections</var>, 4 * <var>hiddenSize</var>, <var>inputSize</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-typeerror①⑤⑨">TypeError</a></code>.</p>
+      <p>If <var>weight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⓪">shape</a> is not equal to « <var>numDirections</var>, 4 * <var>hiddenSize</var>, <var>inputSize</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-typeerror①⑤④">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-shape⑥①">shape</a> is not equal to « <var>numDirections</var>, 4 * <var>hiddenSize</var>, <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-typeerror①⑥⓪">TypeError</a></code>.</p>
+      <p>If <var>recurrentWeight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥①">shape</a> is not equal to « <var>numDirections</var>, 4 * <var>hiddenSize</var>, <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-typeerror①⑤⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>hiddenSize</var> * 8 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-throw②③④">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 <var>hiddenSize</var> * 8 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-throw②②⑨">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>
       <details class="note">
        <summary>Why <var>hiddenSize</var> * 8 ?</summary>
-        Some underlying platforms operate on a single bias tensor which is a concatenation of <code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias②">bias</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias②">recurrentBias</a></code>. Therefore, 4 * <var>hiddenSize</var> + 4 * <var>hiddenSize</var> must also be a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑨">valid dimension</a>. 
+        Some underlying platforms operate on a single bias tensor which is a concatenation of <code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias③">bias</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias③">recurrentBias</a></code>. Therefore, 4 * <var>hiddenSize</var> + 4 * <var>hiddenSize</var> must also be a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑨">valid dimension</a>. 
       </details>
      <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-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑤">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias④">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-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-throw②③⑤">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 its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⓪">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑤⑧">allowed data types</a> (according to <a href="#constraints-lstm">this table</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-typeerror①⑤⑦">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥②">shape</a> is not equal to « <var>numDirections</var>, 4 * <var>hiddenSize</var> », 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-typeerror①⑥③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥②">shape</a> is not equal to « <var>numDirections</var>, 4 * <var>hiddenSize</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-typeerror①⑤⑧">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-recurrentbias③">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑥">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias④">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑥">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-throw②③⑦">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 its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦①">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑤⑨">allowed data types</a> (according to <a href="#constraints-lstm">this table</a>), 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-typeerror①⑤⑨">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥③">shape</a> is not equal to « <var>numDirections</var>, 4 * <var>hiddenSize</var> », 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-typeerror①⑥⑤">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥③">shape</a> is not equal to « <var>numDirections</var>, 4 * <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-typeerror①⑥⓪">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-exists⑥⑦">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight③">peepholeWeight</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑦">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-throw②③⑨">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 its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦②">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑥⓪">allowed data types</a> (according to <a href="#constraints-lstm">this table</a>), 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-typeerror①⑥①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥④">shape</a> is not equal to « <var>numDirections</var>, 3 * <var>hiddenSize</var> », 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-typeerror①⑥⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥④">shape</a> is not equal to « <var>numDirections</var>, 3 * <var>hiddenSize</var> », 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-typeerror①⑥②">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-exists⑥⑧">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate③">initialHiddenState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑧">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪②">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪③">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-typeerror①⑥⑧">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦③">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑥①">allowed data types</a> (according to <a href="#constraints-lstm">this table</a>), 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-typeerror①⑥③">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑤">shape</a> is not equal to « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> », 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-typeerror①⑥⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑤">shape</a> is not equal to « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> », 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-typeerror①⑥④">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-exists⑥⑨">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate③">initialCellState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑨">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪④">dataType</a> is not equal to <var>input</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-throw②④③">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-datatype" id="ref-for-mloperand-datatype⑦④">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑥②">allowed data types</a> (according to <a href="#constraints-lstm">this table</a>), 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-typeerror①⑥⑤">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑥">shape</a> is not equal to « <var>numDirections</var>, <var>batchSize</var>, <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-typeerror①⑦①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑥">shape</a> is not equal to « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> », 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-typeerror①⑥⑥">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-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⓪">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-throw②④⑤">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="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-throw②④⓪">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>Let <var>activations</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone⑧">clone</a> of <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-activations" id="ref-for-dom-mllstmoptions-activations②">activations</a></code>.</p>
       </ol>
@@ -6372,12 +6808,12 @@ <h4 class="heading settled" data-level="7.7.28" id="api-mlgraphbuilder-lstm"><sp
       <p><em>Calculate the output shape:</em></p>
       <ol>
        <li data-md>
-        <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①③">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑥">dataType</a> and « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+        <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①③">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑤">dataType</a> and « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</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-returnsequence②">returnSequence</a></code> is true:</p>
         <ol>
          <li data-md>
-          <p>Let <var>desc2</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①④">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑦">dataType</a> and « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+          <p>Let <var>desc2</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①④">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑥">dataType</a> and « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
         </ol>
       </ol>
      <li data-md>
@@ -6410,15 +6846,15 @@ <h4 class="heading settled" data-level="7.7.28" id="api-mlgraphbuilder-lstm"><sp
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input③⑨">inputs</a> to <var>input</var>, <var>weight</var>, and <var>recurrentWeight</var>.</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-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦①">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④⓪">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias⑤">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦①">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④⓪">inputs</a>.</p>
        <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-recurrentbias④">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦②">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④①">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias⑤">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦②">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④①">inputs</a>.</p>
        <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-peepholeweight③">peepholeWeight</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦③">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④②">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight④">peepholeWeight</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦③">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④②">inputs</a>.</p>
        <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-initialhiddenstate③">initialHiddenState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦④">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④③">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate④">initialHiddenState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦④">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④③">inputs</a>.</p>
        <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-initialcellstate③">initialCellState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑤">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④④">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate④">initialCellState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑤">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④④">inputs</a>.</p>
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-activation" id="ref-for-operator-activation⑦">activation functions</a> to a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone⑨">clone</a> of <var>activations</var>.</p>
        <li data-md>
@@ -6630,6 +7066,47 @@ <h4 class="heading settled" data-level="7.7.29" id="api-mlgraphbuilder-lstmcell"
     </ul>
     <p><strong>Returns:</strong> <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②④">sequence</a>&lt;<code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand②⑨⑧">MLOperand</a></code>>. The first element 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 <em>[batchSize, hiddenSize]</em>.</p>
    </div>
+   <table class="data" id="constraints-lstmCell">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell" id="ref-for-dom-mlgraphbuilder-lstmcell①">lstmCell()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑥③">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks③④">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input①">input</a></code>
+      <td><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>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight①">weight</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as③②">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input②">input</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight①">recurrentWeight</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as③③">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input③">input</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate①">hiddenState</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as③④">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input④">input</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate①">cellState</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as③⑤">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input⑤">input</a></code>
+      <td>2
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias①">bias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as③⑥">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input⑥">input</a></code>
+      <td>1
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias①">recurrentBias</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as③⑦">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input⑦">input</a></code>
+      <td>1
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight①">peepholeWeight</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as③⑧">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input" id="ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input⑧">input</a></code>
+      <td>1
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mllstmcellsupportlimits" id="ref-for-dictdef-mllstmcellsupportlimits①">MLLstmCellSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLLstmCellSupportLimits" data-dfn-type="dict-member" data-export id="dom-mllstmcellsupportlimits-input"><code>input</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits①⑦⑤">MLSupportLimits</a></span>
@@ -6660,72 +7137,70 @@ <h4 class="heading settled" data-level="7.7.29" id="api-mlgraphbuilder-lstmcell"
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits①⑨②">MLSupportLimits</a></code> for all the output operands.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑤②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell" id="ref-for-dom-mlgraphbuilder-lstmcell①">lstmCell()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑤②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell" id="ref-for-dom-mlgraphbuilder-lstmcell②">lstmCell()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-lstmcell"><code>lstmCell</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mllstmcellsupportlimits" id="ref-for-dictdef-mllstmcellsupportlimits②">MLLstmCellSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell" id="ref-for-dom-mlgraphbuilder-lstmcell②">lstmCell()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-lstmcell" id="ref-for-dom-mlgraphbuilder-lstmcell③">lstmCell()</a></code>.</p>
    </dl>
    <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="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑤">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⓪">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑥">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⑧">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⑧">DOMException</a></code>.</p>
-     <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-this⑨⑥">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-exists⑦⑥">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-exists⑦⑦">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-exists⑦⑧">exists</a>) returns false, 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-typeerror①⑦③">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑤">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⓪">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④①">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⑧">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⑧">DOMException</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-float32③①">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑨">"float16"</a></code>, 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-typeerror①⑦④">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-this⑨⑥">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-bias②">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑥">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias②">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑦">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight②">peepholeWeight</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑧">exists</a>) returns false, 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-typeerror①⑥⑧">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-rank③③">rank</a> is not equal to 2, 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-typeerror①⑦⑤">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑦">dataType</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var> or <var>cellState</var> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑥④">allowed data types</a> (according to <a href="#constraints-lstmCell">this table</a>), 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-typeerror①⑥⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑨">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-datatype①①⓪">dataType</a>, 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-typeerror①⑦⑥">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑤">rank</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var> or <var>cellState</var> is not its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks③⑤">allowed rank</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-typeerror①⑦⓪">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-shape⑥⑦">shape</a>[0].</p>
      <li data-md>
       <p>Let <var>inputSize</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑧">shape</a>[1].</p>
      <li data-md>
-      <p>If <var>weight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑨">shape</a> is not equal to « 4 * <var>hiddenSize</var>, <var>inputSize</var> », 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-typeerror①⑦⑦">TypeError</a></code>.</p>
+      <p>If <var>weight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑨">shape</a> is not equal to « 4 * <var>hiddenSize</var>, <var>inputSize</var> », 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-typeerror①⑦①">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-shape⑦⓪">shape</a> is not equal to « 4 * <var>hiddenSize</var>, <var>hiddenSize</var> », 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-typeerror①⑦⑧">TypeError</a></code>.</p>
+      <p>If <var>recurrentWeight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦⓪">shape</a> is not equal to « 4 * <var>hiddenSize</var>, <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-typeerror①⑦②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>hiddenState</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦①">shape</a> is not equal to « <var>batchSize</var>, <var>hiddenSize</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-typeerror①⑦⑨">TypeError</a></code>.</p>
+      <p>If <var>hiddenState</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦①">shape</a> is not equal to « <var>batchSize</var>, <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-typeerror①⑦③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>cellState</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦②">shape</a> is not equal to « <var>batchSize</var>, <var>hiddenSize</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-typeerror①⑧⓪">TypeError</a></code>.</p>
+      <p>If <var>cellState</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦②">shape</a> is not equal to « <var>batchSize</var>, <var>hiddenSize</var> », 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-typeerror①⑦④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>hiddenSize</var> * 8 is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①⓪">valid dimension</a>, 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-typeerror①⑧①">TypeError</a></code>.</p>
+      <p>If <var>hiddenSize</var> * 8 is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①⓪">valid dimension</a>, 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-typeerror①⑦⑤">TypeError</a></code>.</p>
       <details class="note">
        <summary>Why <var>hiddenSize</var> * 8 ?</summary>
-        Some underlying platforms operate on a single bias tensor which is a concatenation of <code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias②">bias</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias②">recurrentBias</a></code>. Therefore, 4 * <var>hiddenSize</var> + 4 * <var>hiddenSize</var> must also be a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①①">valid dimension</a>. 
+        Some underlying platforms operate on a single bias tensor which is a concatenation of <code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias③">bias</a></code> and <code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias③">recurrentBias</a></code>. Therefore, 4 * <var>hiddenSize</var> + 4 * <var>hiddenSize</var> must also be a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①①">valid dimension</a>. 
       </details>
      <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-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑨">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑨">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①①">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①②">dataType</a>, 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-typeerror①⑧②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑧">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑥⑤">allowed data types</a> (according to <a href="#constraints-lstmCell">this table</a>), 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-typeerror①⑦⑥">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦③">shape</a> is not equal to « 4 * <var>hiddenSize</var> », 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-typeerror①⑧③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦③">shape</a> is not equal to « 4 * <var>hiddenSize</var> », 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-typeerror①⑦⑦">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-recurrentbias③">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⓪">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias④">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⓪">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①③">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①④">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-typeerror①⑧④">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑨">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑥⑥">allowed data types</a> (according to <a href="#constraints-lstmCell">this table</a>), 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-typeerror①⑦⑧">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦④">shape</a> is not equal to « 4 * <var>hiddenSize</var> », 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-typeerror①⑧⑤">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦④">shape</a> is not equal to « 4 * <var>hiddenSize</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-typeerror①⑦⑨">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-exists⑧①">exists</a>:</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight③">peepholeWeight</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧①">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑤">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑥">dataType</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-typeerror①⑧⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⓪">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑥⑦">allowed data types</a> (according to <a href="#constraints-lstmCell">this table</a>), 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-typeerror①⑧⓪">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦⑤">shape</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-throw②⑥①">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-shape⑦⑤">shape</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-throw②⑤⑤">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>
       </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-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧②">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-throw②⑥②">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="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-throw②⑤⑥">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>
        <li data-md>
         <p>Let <var>activations</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone①⓪">clone</a> of <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations②">activations</a></code>.</p>
       </ol>
@@ -6740,7 +7215,7 @@ <h4 class="heading settled" data-level="7.7.29" id="api-mlgraphbuilder-lstmcell"
      <li data-md>
       <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-shape" id="ref-for-dom-mloperanddescriptor-shape①⓪">shape</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②④">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-datatype⑤">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑦">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-datatype⑤">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧①">dataType</a>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -6757,11 +7232,11 @@ <h4 class="heading settled" data-level="7.7.29" id="api-mlgraphbuilder-lstmcell"
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④⑤">inputs</a> to <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, and <var>cellState</var>.</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-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧③">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④⑥">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias⑤">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧③">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④⑥">inputs</a>.</p>
        <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-recurrentbias④">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧④">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④⑦">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias⑤">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧④">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④⑦">inputs</a>.</p>
        <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-peepholeweight③">peepholeWeight</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⑤">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④⑧">inputs</a>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight④">peepholeWeight</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⑤">exists</a>, then add it to <var>operator</var>’s <a data-link-type="dfn" href="#operator-input" id="ref-for-operator-input④⑧">inputs</a>.</p>
        <li data-md>
         <p>Set <var>operator</var>’s <a data-link-type="dfn" href="#operator-activation" id="ref-for-operator-activation⑨">activation functions</a> to a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone①①">clone</a> of <var>activations</var>.</p>
        <li data-md>
@@ -6923,14 +7398,31 @@ <h4 class="heading settled" data-level="7.7.30" id="api-mlgraphbuilder-matmul"><
       <p>If both <em>a</em> and <em>b</em> are 2-dimensional, they are multiplied like conventional
 matrices and produce a 2-dimensional tensor as the output.</p>
      <li data-md>
-      <p>If either <em>a</em> or <em>b</em> is <code>N</code>-dimensional where <code>N > 2</code>, it is treated as a stack of matrices with dimensions corresponding to the last two indices. The matrix multiplication will be <a data-link-type="dfn" href="#broadcasting" id="ref-for-broadcasting②">broadcast</a> according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The shapes of <em>a</em> and <em>b</em>, except the last two dimensions, must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable②">bidirectionally broadcastable</a>. The output is a <code>N</code>-dimensional tensor whose rank is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③④">rank</a> of the input tensors. For each dimension, except the last two, of the output tensor, its size is the maximum size along that dimension of the input tensors.</p>
+      <p>If either <em>a</em> or <em>b</em> is <code>N</code>-dimensional where <code>N > 2</code>, it is treated as a stack of matrices with dimensions corresponding to the last two indices. The matrix multiplication will be <a data-link-type="dfn" href="#broadcasting" id="ref-for-broadcasting②">broadcast</a> according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The shapes of <em>a</em> and <em>b</em>, except the last two dimensions, must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable③">bidirectionally broadcastable</a>. The output is a <code>N</code>-dimensional tensor whose rank is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑥">rank</a> of the input tensors. For each dimension, except the last two, of the output tensor, its size is the maximum size along that dimension of the input tensors.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑤④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-matmul" id="ref-for-dom-mlgraphbuilder-matmul①">matmul()</a></code>:</p>
+   <table class="data" id="constraints-matmul">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-matmul" id="ref-for-dom-mlgraphbuilder-matmul①">matmul()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑥⑧">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks③⑥">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-matmul-a-b-options-a" id="ref-for-dom-mlgraphbuilder-matmul-a-b-options-a①">a</a></code>
+      <td><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>
+      <td>2 or greater
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-matmul-a-b-options-b" id="ref-for-dom-mlgraphbuilder-matmul-a-b-options-b①">b</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as③⑨">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-matmul-a-b-options-a" id="ref-for-dom-mlgraphbuilder-matmul-a-b-options-a②">a</a></code>
+      <td>2 or greater
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑤④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-matmul" id="ref-for-dom-mlgraphbuilder-matmul②">matmul()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-matmul"><code>matmul</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlbinarysupportlimits" id="ref-for-dictdef-mlbinarysupportlimits②⑥">MLBinarySupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-matmul" id="ref-for-dom-mlgraphbuilder-matmul②">matmul()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-matmul" id="ref-for-dom-mlgraphbuilder-matmul③">matmul()</a></code>.</p>
    </dl>
    <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-mloperand③⓪⑤">MLOperand</a></code> <var>a</var> and <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪⑥">MLOperand</a></code> <var>b</var> run the following steps: </summary>
@@ -6938,13 +7430,13 @@ <h4 class="heading settled" data-level="7.7.30" id="api-mlgraphbuilder-matmul"><
      <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-clone①②">clone</a> of <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦⑥">shape</a>.</p>
      <li data-md>
-      <p>Let <var>rankA</var> be <var>a</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑤">rank</a>.</p>
+      <p>Let <var>rankA</var> be <var>a</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑦">rank</a>.</p>
      <li data-md>
       <p>Let <var>shapeB</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone①③">clone</a> of <var>b</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦⑦">shape</a>.</p>
      <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-rank③⑥">rank</a>.</p>
+      <p>Let <var>rankB</var> be <var>b</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑧">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-throw②⑥③">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 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-throw②⑤⑦">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>Let <var>colsA</var> be <var>shapeA</var>[<var>rankA</var> - 1].</p>
      <li data-md>
@@ -6954,13 +7446,13 @@ <h4 class="heading settled" data-level="7.7.30" 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-throw②⑥④">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 <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-throw②⑤⑧">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>Let <var>batchShapeA</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone①④">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-clone①⑤">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" id="ref-for-bidirectionally-broadcasting②">bidirectionally broadcasting</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-throw②⑥⑤">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>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting" id="ref-for-bidirectionally-broadcasting②">bidirectionally broadcasting</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-throw②⑤⑨">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><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>
@@ -6971,21 +7463,19 @@ <h4 class="heading settled" data-level="7.7.30" id="api-mlgraphbuilder-matmul"><
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="matmul(a, b, options)|matmul(a, b)" id="dom-mlgraphbuilder-matmul"><code>matmul(<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="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑨">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③①">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑥">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⑨">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⑨">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑨">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③①">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⓪">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror②⑨">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException③⑨">DOMException</a></code>.</p>
      <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-this①⓪⓪">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-throw②⑥⑦">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 <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-this①⓪⓪">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-throw②⑥①">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 <var>a</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-float32③②">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⓪">"float16"</a></code>, 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-typeerror①⑨③">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-datatype①①⑨">dataType</a> is not equal to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②⓪">dataType</a>, 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-typeerror①⑨④">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧②">dataType</a> of any of <var>a</var> or <var>b</var> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑥⑨">allowed data types</a> (according to <a href="#constraints-matmul">this table</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-typeerror①⑧⑦">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>outputShape</var> be 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>
       <ol>
        <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-throw②⑦⓪">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-throw②⑥③">throw</a> the error.</p>
       </ol>
      <li data-md>
-      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①⑤">creating an MLOperandDescriptor</a> given <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②①">dataType</a> and <var>outputShape</var>.</p>
+      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①⑤">creating an MLOperandDescriptor</a> given <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧③">dataType</a> and <var>outputShape</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7044,20 +7534,33 @@ <h4 class="heading settled" data-level="7.7.31" id="api-mlgraphbuilder-pad"><spa
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/pad(input, beginningPadding, endingPadding, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input"><code>input</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⓪⑨">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
-      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/pad(input, beginningPadding, endingPadding, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-beginningpadding"><code>beginningPadding</code></dfn>: <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②⑦">sequence</a>&lt;<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long④①">unsigned long</a></code>>. 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-rank③⑦">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>
+      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/pad(input, beginningPadding, endingPadding, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-beginningpadding"><code>beginningPadding</code></dfn>: <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②⑦">sequence</a>&lt;<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long④①">unsigned long</a></code>>. 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-rank③⑨">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>
-      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/pad(input, beginningPadding, endingPadding, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-endingpadding"><code>endingPadding</code></dfn>: <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②⑧">sequence</a>&lt;<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long④②">unsigned long</a></code>>. The number of padding values to add at the ending 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-rank③⑧">rank</a> of the input tensor. For each dimension <em>d</em> of <em>input</em>, <em>endingPadding[d]</em> indicates how many values to add after the content in that dimension.</p>
+      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/pad(input, beginningPadding, endingPadding, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-endingpadding"><code>endingPadding</code></dfn>: <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence②⑧">sequence</a>&lt;<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long④②">unsigned long</a></code>>. The number of padding values to add at the ending 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-rank④⓪">rank</a> of the input tensor. For each dimension <em>d</em> of <em>input</em>, <em>endingPadding[d]</em> indicates how many values to add after the content in that dimension.</p>
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/pad(input, beginningPadding, endingPadding, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-options"><code>options</code></dfn>: 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-mloperand③①⓪">MLOperand</a></code>. The padded output tensor. Each dimension of the output tensor can be calculated as follows:</p>
     <p><code>output size = beginning padding + input size + ending padding</code></p>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑤⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-pad" id="ref-for-dom-mlgraphbuilder-pad①">pad()</a></code>:</p>
+   <table class="data" id="constraints-pad">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-pad" id="ref-for-dom-mlgraphbuilder-pad①">pad()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑦⓪">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks③⑦">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input" id="ref-for-dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input①">input</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type⑦">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank②⓪">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑤⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-pad" id="ref-for-dom-mlgraphbuilder-pad②">pad()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-pad"><code>pad</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑤⓪">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-pad" id="ref-for-dom-mlgraphbuilder-pad②">pad()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-pad" id="ref-for-dom-mlgraphbuilder-pad③">pad()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="calculate padding 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-padding-output-sizes">calculate padding output sizes</dfn>, given <var>input</var>, <var>beginningPadding</var> and <var>endingPadding</var>, run the following steps: </summary>
@@ -7065,7 +7568,7 @@ <h4 class="heading settled" data-level="7.7.31" 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-shape⑦⑧">shape</a>.</p>
      <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>shape</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑨">rank</a>, exclusive:</p>
+      <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>shape</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④①">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>
@@ -7080,21 +7583,21 @@ <h4 class="heading settled" data-level="7.7.31" 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="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪②">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③②">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦①">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⓪">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⓪">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪②">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③②">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥④">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⓪">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⓪">DOMException</a></code>.</p>
      <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-this①⓪③">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-throw②⑦②">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 <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-this①⓪③">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-throw②⑥⑤">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>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⓪">rank</a> is 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-typeerror①⑨⑥">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④②">rank</a> is 0, 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-typeerror①⑧⑨">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-rank④①">rank</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-typeerror①⑨⑦">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-rank④③">rank</a>, 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-typeerror①⑨⓪">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-slot⑧">[[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-item③">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①②">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑤">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 any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item③">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①②">valid dimension</a>, 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-typeerror①⑨①">TypeError</a></code>.</p>
      <li data-md>
-      <p>Set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpadoptions-value" id="ref-for-dom-mlpadoptions-value①">value</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①⑤">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpadoptions-value" id="ref-for-dom-mlpadoptions-value②">value</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>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpadoptions-value" id="ref-for-dom-mlpadoptions-value①">value</a></code> to the result of <a data-link-type="dfn" href="#cast" id="ref-for-cast①⑤">casting</a> <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpadoptions-value" id="ref-for-dom-mlpadoptions-value②">value</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧④">dataType</a>.</p>
      <li data-md>
       <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-shape" id="ref-for-dom-mloperanddescriptor-shape①①">shape</a></code> to <var>outputShape</var>.</p>
      <li data-md>
@@ -7253,6 +7756,19 @@ <h4 class="heading settled" data-level="7.7.32" id="api-mlgraphbuilder-pool2d"><
     <p>or if <em>options.roundingType</em> is <code class="idl"><a data-link-type="idl" href="#dom-mlroundingtype-ceil" id="ref-for-dom-mlroundingtype-ceil">"ceil"</a></code>:</p>
     <p><code>output size = ceil(1 + (input size - filter size + beginning padding + ending padding) / stride)</code></p>
    </div>
+   <table class="data" id="constraints-pooling">
+    <caption>Constraints for pooling operations</caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑦①">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks③⑧">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-averagepool2d-input-options-input" id="ref-for-dom-mlgraphbuilder-averagepool2d-input-options-input③">input</a></code>
+      <td>specified as part of operation steps
+      <td>4
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑤⑧">MLOpSupportLimits</a></code> has the following members for pooling operations:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-averagepool2d"><code>averagePool2d</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑤④">MLSingleInputSupportLimits</a></span>
@@ -7332,47 +7848,47 @@ <h4 class="heading settled" data-level="7.7.32" id="api-mlgraphbuilder-pool2d"><
      <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 "averagePool2d", "l2Pool2d", "maxPool2d".</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑤">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③③">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑥">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③①">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④①">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑤">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③③">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑨">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③①">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④①">DOMException</a></code>.</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-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-throw②⑦⑦">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 <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-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-throw②⑦⓪">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 <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-datatype①②③">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑧">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 <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-datatype⑧⑤">dataType</a>, 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-typeerror①⑨③">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-rank④②">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑨">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④④">rank</a> is not 4, 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-typeerror①⑨④">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-exists⑧⑥">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-throw②⑧⓪">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 <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-exists⑧⑥">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-throw②⑦③">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>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-exists⑧⑦">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-exists⑧⑧">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-list③④">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-throw②⑧①">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 <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-throw②⑦④">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 <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-exists⑧⑨">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-list③⑤">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-throw②⑧②">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 <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-throw②⑦⑤">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>
      <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-throw②⑧③">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 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-throw②⑦⑥">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 <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-exists⑨⓪">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-throw②⑧④">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 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-throw②⑦⑦">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 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-throw②⑧⑤">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 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-throw②⑦⑧">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-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-exists⑨①">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-list③⑥">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-throw②⑧⑥">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>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-throw②⑦⑨">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 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-throw②⑧⑦">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>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-throw②⑧⓪">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>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-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-shape⑦⑨">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-exists⑨②">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-item④">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①③">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑧">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 any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item④">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①③">valid dimension</a>, 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-typeerror②⓪③">TypeError</a></code>.</p>
      <li data-md>
       <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-shape" id="ref-for-dom-mloperanddescriptor-shape①②">shape</a></code> to <var>outputShape</var>.</p>
      <li data-md>
@@ -7402,7 +7918,7 @@ <h4 class="heading settled" data-level="7.7.32" 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-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-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> ».</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-throw②⑧②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧③">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7415,7 +7931,7 @@ <h4 class="heading settled" data-level="7.7.32" 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-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-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> ».</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-throw②⑧④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑤">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7428,7 +7944,7 @@ <h4 class="heading settled" data-level="7.7.32" 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-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-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>
@@ -7443,7 +7959,7 @@ <h5 class="heading settled" data-level="7.7.32.3" id="api-mlgraphbuilder-pool2d-
     Calculate the maximum value for patches of a feature map, and use it to create a pooled feature map. See <a href="#api-mlgraphbuilder-pool2d">§ 7.7.32 Pooling operations</a> for more detail. 
    <h4 class="heading settled" data-level="7.7.33" id="api-mlgraphbuilder-prelu"><span class="secno">7.7.33. </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>. 
-   <p>The operation will be <a data-link-type="dfn" href="#broadcasting" id="ref-for-broadcasting③">broadcast</a> according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The input tensors must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable③">bidirectionally broadcastable</a>. The <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④③">rank</a> of the output tensor is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④④">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>
+   <p>The operation will be <a data-link-type="dfn" href="#broadcasting" id="ref-for-broadcasting③">broadcast</a> according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The input tensors must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable④">bidirectionally broadcastable</a>. The <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑤">rank</a> of the output tensor is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑥">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-mlgraphbuilder⑤⓪"><c- g>MLGraphBuilder</c-></a> {
   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②⓪"><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-mloperand③②①"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-prelu-input-slope-options-input" id="ref-for-dom-mlgraphbuilder-prelu-input-slope-options-input"><c- g>input</c-></a>,
                   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand③②②"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-prelu-input-slope-options-slope" id="ref-for-dom-mlgraphbuilder-prelu-input-slope-options-slope"><c- g>slope</c-></a>,
@@ -7466,7 +7982,7 @@ <h4 class="heading settled" data-level="7.7.33" id="api-mlgraphbuilder-prelu"><s
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/prelu(input, slope, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-prelu-input-slope-options-input"><code>input</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③②③">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
-      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/prelu(input, slope, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-prelu-input-slope-options-slope"><code>slope</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③②④">MLOperand</a></code>. The slope tensor. Its shape must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable④">bidirectionally broadcastable</a> to the shape of <em>input</em>.</p>
+      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/prelu(input, slope, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-prelu-input-slope-options-slope"><code>slope</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③②④">MLOperand</a></code>. The slope tensor. Its shape must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable⑤">bidirectionally broadcastable</a> to the shape of <em>input</em>.</p>
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/prelu(input, slope, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-prelu-input-slope-options-options"><code>options</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions⑥④">MLOperatorOptions</a></code>. Specifies the optional parameters of the operation.</p>
     </ul>
@@ -7476,6 +7992,23 @@ <h4 class="heading settled" data-level="7.7.33" id="api-mlgraphbuilder-prelu"><s
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③②⑤">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
+   <table class="data" id="constraints-prelu">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-prelu" id="ref-for-dom-mlgraphbuilder-prelu①">prelu()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑦②">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks③⑨">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-prelu-input-slope-options-input" id="ref-for-dom-mlgraphbuilder-prelu-input-slope-options-input①">input</a></code>
+      <td><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>, <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-int8" id="ref-for-dom-mloperanddatatype-int8⑥">"int8"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank②①">N</a>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-prelu-input-slope-options-slope" id="ref-for-dom-mlgraphbuilder-prelu-input-slope-options-slope①">slope</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as④⓪">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-prelu-input-slope-options-input" id="ref-for-dom-mlgraphbuilder-prelu-input-slope-options-input②">input</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank②②">N</a>
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlprelusupportlimits" id="ref-for-dictdef-mlprelusupportlimits①">MLPreluSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLPreluSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlprelusupportlimits-input"><code>input</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits①⑨⑥">MLSupportLimits</a></span>
@@ -7488,31 +8021,29 @@ <h4 class="heading settled" data-level="7.7.33" id="api-mlgraphbuilder-prelu"><s
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits②⓪①">MLSupportLimits</a></code> for output operand.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑥⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-prelu" id="ref-for-dom-mlgraphbuilder-prelu①">prelu()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑥⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-prelu" id="ref-for-dom-mlgraphbuilder-prelu②">prelu()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-prelu"><code>prelu</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlprelusupportlimits" id="ref-for-dictdef-mlprelusupportlimits②">MLPreluSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-prelu" id="ref-for-dom-mlgraphbuilder-prelu②">prelu()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-prelu" id="ref-for-dom-mlgraphbuilder-prelu③">prelu()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="prelu(input, slope, 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="prelu(input, slope, options)|prelu(input, slope)" id="dom-mlgraphbuilder-prelu"><code>prelu(<var>input</var>, <var>slope</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑧">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③④">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑤">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③②">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④②">DOMException</a></code>.</p>
-     <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-this①⓪⑨">this</a> and any of <var>input</var> and <var>slope</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑥">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 <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑧">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③④">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑧">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③②">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④②">DOMException</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②④">dataType</a> is not <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>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑥">"int32"</a></code>, or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8⑥">"int8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑦">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 <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-this①⓪⑨">this</a> and any of <var>input</var> and <var>slope</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑨">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>
      <li data-md>
-      <p>If <var>slope</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②⑤">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②⑥">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑧">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 the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑥">dataType</a> of any of <var>input</var> or <var>slope</var> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑦③">allowed data types</a> (according to <a href="#constraints-prelu">this table</a>), then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⓪">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>Let <var>outputShape</var> be to the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting" id="ref-for-bidirectionally-broadcasting③">bidirectionally broadcasting</a> <var>slope</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑧⓪">shape</a> and <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑧①">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-throw②⑨⑨">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 that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨①">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>
       </ol>
      <li data-md>
-      <p>Let <var>descriptor</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①⑥">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②⑦">dataType</a> and <var>outputShape</var>.</p>
+      <p>Let <var>descriptor</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①⑥">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑦">dataType</a> and <var>outputShape</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7580,7 +8111,7 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLReduceOptions" data-dfn-type="dict-member" data-export id="dom-mlreduceoptions-axes"><code>axes</code></dfn>, <span> of type <code class="idl-code">sequence&lt;[EnforceRange] unsigned long></code></span>
     <dd data-md>
-     <p>The dimensions to reduce, which also specifies which of the values in the input tensor are used with the reduction function. The axes in the list must be in the range [0, N-1] where N is the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑤">rank</a> of the input tensor.</p>
+     <p>The dimensions to reduce, which also specifies which of the values in the input tensor are used with the reduction function. The axes in the list must be in the range [0, N-1] where N is the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑦">rank</a> of the input tensor.</p>
      <p>If not present, all dimensions are reduced. The input values for the reduction function are all of the values in the input tensor.</p>
      <p>If present and not empty, the input values for the reduction function are all the values for the specified dimensions of the input tensor.</p>
      <p>If present and empty, no dimensions are reduced, and the shape of the output tensor is the same as the shape of the input tensor; the reduction function is applied to each value in the tensor individually.</p>
@@ -7598,6 +8129,19 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
     </ul>
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④⑦">MLOperand</a></code>. The reduced output tensor. If the input operand is a scalar, the reduction function is applied to the scalar value, and the output is also a scalar.</p>
    </div>
+   <table class="data" id="constraints-reduction">
+    <caption>Constraints for reduction-operations</caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑦④">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks④⓪">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reducel1-input-options-input" id="ref-for-dom-mlgraphbuilder-reducel1-input-options-input①⓪">input</a></code>
+      <td>specified as part of operation steps
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank②③">N</a>
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑥②">MLOpSupportLimits</a></code> has the following members for reduction operations:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-reducel1"><code>reduceL1</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑥⑦">MLSingleInputSupportLimits</a></span>
@@ -7699,15 +8243,15 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#assert" id="ref-for-assert⑥">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="https://webidl.spec.whatwg.org/#this" id="ref-for-this①①①">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⑤">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⓪">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③③">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④③">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①①①">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⑤">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨②">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③③">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④③">DOMException</a></code>.</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-this①①②">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-throw③⓪①">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 <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-this①①②">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-throw②⑨③">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>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-datatype①②⑧">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪②">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 <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-datatype⑧⑧">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨④">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>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-shape⑧②">shape</a>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlreduceoptions-axes" id="ref-for-dom-mlreduceoptions-axes②">axes</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨③">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>. If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪③">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>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-shape⑧②">shape</a>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlreduceoptions-axes" id="ref-for-dom-mlreduceoptions-axes②">axes</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨③">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>. If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑤">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>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①⑦">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②⑨">dataType</a> and <var>outputShape</var>.</p>
+      <p>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①⑦">creating an MLOperandDescriptor</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑨">dataType</a> and <var>outputShape</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7735,7 +8279,7 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-create-reduction-operation" id="ref-for-mlgraphbuilder-create-reduction-operation">creating reduction 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-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>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑦">"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-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>
+         <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>
@@ -7748,7 +8292,7 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-create-reduction-operation" id="ref-for-mlgraphbuilder-create-reduction-operation①">creating reduction 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-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>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑦">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>
@@ -7761,7 +8305,7 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-create-reduction-operation" id="ref-for-mlgraphbuilder-create-reduction-operation②">creating reduction 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-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>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑨">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>
@@ -7774,7 +8318,7 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-create-reduction-operation" id="ref-for-mlgraphbuilder-create-reduction-operation③">creating reduction 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-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> ».</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-throw③①⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①①">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>
@@ -7787,7 +8331,7 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-create-reduction-operation" id="ref-for-mlgraphbuilder-create-reduction-operation④">creating reduction 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-throw③①②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①③">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>
@@ -7800,7 +8344,7 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-create-reduction-operation" id="ref-for-mlgraphbuilder-create-reduction-operation⑤">creating reduction 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-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> ».</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-throw③①④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑤">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-throw③⓪⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑦">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7813,7 +8357,7 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-create-reduction-operation" id="ref-for-mlgraphbuilder-create-reduction-operation⑥">creating reduction 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-throw③①⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑦">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-throw③⓪⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑨">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7826,7 +8370,7 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-create-reduction-operation" id="ref-for-mlgraphbuilder-create-reduction-operation⑦">creating reduction 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-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-int32⑧">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32⑥">"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-throw③①⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑨">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-throw③①⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①①">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7839,7 +8383,7 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-create-reduction-operation" id="ref-for-mlgraphbuilder-create-reduction-operation⑧">creating reduction 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-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-int32⑨">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32⑦">"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-throw③②⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②①">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-throw③①②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①③">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7852,7 +8396,7 @@ <h4 class="heading settled" data-level="7.7.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-create-reduction-operation" id="ref-for-mlgraphbuilder-create-reduction-operation⑨">creating reduction 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-float32④③">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④①">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32①⓪">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32⑧">"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-throw③②②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②③">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-throw③①④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑤">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7901,21 +8445,34 @@ <h4 class="heading settled" data-level="7.7.35" id="api-mlgraphbuilder-relu-meth
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑤②">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑥④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-relu" id="ref-for-dom-mlgraphbuilder-relu②">relu()</a></code>:</p>
+   <table class="data" id="constraints-relu">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-relu" id="ref-for-dom-mlgraphbuilder-relu②">relu()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑦⑤">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks④①">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-relu-input-options-input" id="ref-for-dom-mlgraphbuilder-relu-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④④">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④②">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32①①">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8⑦">"int8"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank②④">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑥④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-relu" id="ref-for-dom-mlgraphbuilder-relu③">relu()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-relu"><code>relu</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑦⑧">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-relu" id="ref-for-dom-mlgraphbuilder-relu③">relu()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-relu" id="ref-for-dom-mlgraphbuilder-relu④">relu()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="relu(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="relu(input, options)|relu(input)" id="dom-mlgraphbuilder-relu"><code>relu(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①①④">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⑥">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②④">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③④">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④④">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①①④">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⑥">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑥">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③④">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④④">DOMException</a></code>.</p>
      <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-this①①⑤">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-typeerror②①⑧">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-this①①⑤">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-typeerror②①⓪">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-datatype①③⓪">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>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④②">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32①①">"int32"</a></code>, or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8⑦">"int8"</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-typeerror②①⑨">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⓪">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑦⑥">allowed data types</a> (according to <a href="#constraints-relu">this table</a>), 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-typeerror②①①">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7995,11 +8552,24 @@ <h4 class="heading settled" data-level="7.7.36" id="api-mlgraphbuilder-resample2
 Specifies the two dimensions of the input tensor to which the interpolation algorithm applies.
 The default value is [2, 3].</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑥⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-resample2d" id="ref-for-dom-mlgraphbuilder-resample2d①">resample2d()</a></code>:</p>
+   <table class="data" id="constraints-resample2d">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-resample2d" id="ref-for-dom-mlgraphbuilder-resample2d①">resample2d()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑦⑦">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks④②">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-resample2d-input-options-input" id="ref-for-dom-mlgraphbuilder-resample2d-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑤">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④③">"float16"</a></code>
+      <td>4
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑥⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-resample2d" id="ref-for-dom-mlgraphbuilder-resample2d②">resample2d()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-resample2d"><code>resample2d</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑧⓪">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-resample2d" id="ref-for-dom-mlgraphbuilder-resample2d②">resample2d()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-resample2d" id="ref-for-dom-mlgraphbuilder-resample2d③">resample2d()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="check resample options" data-algorithm-for="MLGraphBuilder" open>
     <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> and <var>input</var>, run the following steps: </summary>
@@ -8013,7 +8583,7 @@ <h4 class="heading settled" data-level="7.7.36" id="api-mlgraphbuilder-resample2
      <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-axes③">axes</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑥">exists</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④③">list</a> « 2, 3 ».</p>
      <li data-md>
-      <p>Otherwise, if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes④">axes</a></code> contains duplicate values, or 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-rank④⑥">rank</a>, exclusive, then return false.</p>
+      <p>Otherwise, if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes④">axes</a></code> contains duplicate values, or 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-rank④⑧">rank</a>, exclusive, then return false.</p>
      <li data-md>
       <p>Return true.</p>
     </ol>
@@ -8045,17 +8615,17 @@ <h4 class="heading settled" data-level="7.7.36" 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="https://webidl.spec.whatwg.org/#this" id="ref-for-this①①⑥">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⑦">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑦">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⑤">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⑤">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①①⑥">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⑦">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑨">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⑤">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⑤">DOMException</a></code>.</p>
      <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-this①①⑦">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-typeerror②②⓪">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-this①①⑦">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-throw③②⓪">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>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③①">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-throw③②⑨">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>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨①">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑦⑧">allowed data types</a> (according to <a href="#constraints-resample2d">this table</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-typeerror②①③">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-rank④⑦">rank</a> is not 4, 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-typeerror②②②">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑨">rank</a> is not its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks④③">allowed rank</a>, 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-typeerror②①④">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> 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-typeerror②②③">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> and <var>input</var> returns false, 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-typeerror②①⑤">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-throw③③②">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>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-throw③②④">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><em>Make graph connections:</em></p>
       <ol>
@@ -8102,29 +8672,42 @@ <h4 class="heading settled" data-level="7.7.37" id="api-mlgraphbuilder-reshape-m
     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>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑥⑧">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape①">reshape()</a></code>:</p>
+   <table class="data" id="constraints-reshape">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape①">reshape()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑦⑨">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks④④">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape-input-newshape-options-input" id="ref-for-dom-mlgraphbuilder-reshape-input-newshape-options-input①">input</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type⑧">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank②⑤">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑥⑧">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape②">reshape()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-reshape"><code>reshape</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑧②">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape②">reshape()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape③">reshape()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="reshape(input, newShape, 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="reshape(input, newShape, options)|reshape(input, newShape)" id="dom-mlgraphbuilder-reshape"><code>reshape(<var>input</var>, <var>newShape</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①①⑨">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⑧">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③③">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⑥">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⑥">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①①⑨">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⑧">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑤">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⑥">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⑥">DOMException</a></code>.</p>
      <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-this①②⓪">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-throw③③④">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 <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-this①②⓪">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-typeerror②①⑦">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-long⑤③">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-list④④">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-item⑤">item</a> in <var>newShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①⑤">valid dimension</a>, 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-typeerror②②⑥">TypeError</a></code>.</p>
+      <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑤">item</a> in <var>newShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension①⑤">valid dimension</a>, 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-typeerror②①⑧">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-shape⑧④">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-throw③③⑥">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 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-throw③②⑧">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>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-slot①①">[[descriptor]]</a></code>.</p>
      <li data-md>
@@ -8171,21 +8754,34 @@ <h4 class="heading settled" data-level="7.7.38" id="api-mlgraphbuilder-sigmoid-m
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥⑤">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑦⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-sigmoid" id="ref-for-dom-mlgraphbuilder-sigmoid③">sigmoid()</a></code>:</p>
+   <table class="data" id="constraints-sigmoid">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-sigmoid" id="ref-for-dom-mlgraphbuilder-sigmoid③">sigmoid()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑧⓪">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks④⑤">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-sigmoid-input-options-input" id="ref-for-dom-mlgraphbuilder-sigmoid-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑥">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④④">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank②⑥">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑦⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-sigmoid" id="ref-for-dom-mlgraphbuilder-sigmoid④">sigmoid()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-sigmoid"><code>sigmoid</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑧④">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-sigmoid" id="ref-for-dom-mlgraphbuilder-sigmoid④">sigmoid()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-sigmoid" id="ref-for-dom-mlgraphbuilder-sigmoid⑤">sigmoid()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="sigmoid(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="sigmoid(input, options)|sigmoid(input)" id="dom-mlgraphbuilder-sigmoid"><code>sigmoid(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①②②">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⑨">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑦">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⑦">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⑦">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①②②">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot③⑨">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑨">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⑦">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⑦">DOMException</a></code>.</p>
      <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-this①②③">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-throw③③⑧">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-operand③⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①②③">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-throw③③⓪">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③②">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-throw③③⑨">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-datatype⑨②">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑧①">allowed data types</a> (according to <a href="#constraints-sigmoid">this table</a>), 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-typeerror②②①">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -8235,41 +8831,54 @@ <h4 class="heading settled" data-level="7.7.39" id="api-mlgraphbuilder-slice"><s
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/slice(input, starts, sizes, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-slice-input-starts-sizes-options-input"><code>input</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑥⑧">MLOperand</a></code>. The input tensor.</p>
      <li data-md>
-      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/slice(input, starts, sizes, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-slice-input-starts-sizes-options-starts"><code>starts</code></dfn>: <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence④②">sequence</a>&lt;<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 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-rank④⑧">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>
+      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/slice(input, starts, sizes, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-slice-input-starts-sizes-options-starts"><code>starts</code></dfn>: <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence④②">sequence</a>&lt;<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 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-rank⑤⓪">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><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/slice(input, starts, sizes, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-slice-input-starts-sizes-options-sizes"><code>sizes</code></dfn>: <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence④③">sequence</a>&lt;<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤⑦">unsigned long</a></code>>. 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-rank④⑨">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 <code>starting index + size &lt;= input size</code> in that dimension.</p>
+      <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/slice(input, starts, sizes, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-slice-input-starts-sizes-options-sizes"><code>sizes</code></dfn>: <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence④③">sequence</a>&lt;<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤⑦">unsigned long</a></code>>. 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-rank⑤①">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 <code>starting index + size &lt;= input size</code> in that dimension.</p>
      <li data-md>
       <p><dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder/slice(input, starts, sizes, options)" data-dfn-type="argument" data-export id="dom-mlgraphbuilder-slice-input-starts-sizes-options-options"><code>options</code></dfn>: an <code class="idl"><a data-link-type="idl" href="#dictdef-mloperatoroptions" id="ref-for-dictdef-mloperatoroptions⑦④">MLOperatorOptions</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-mloperand③⑥⑨">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>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑦②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-slice" id="ref-for-dom-mlgraphbuilder-slice①">slice()</a></code>:</p>
+   <table class="data" id="constraints-slice">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-slice" id="ref-for-dom-mlgraphbuilder-slice①">slice()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑧②">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks④⑥">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-slice-input-starts-sizes-options-input" id="ref-for-dom-mlgraphbuilder-slice-input-starts-sizes-options-input①">input</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type⑨">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank②⑦">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑦②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-slice" id="ref-for-dom-mlgraphbuilder-slice②">slice()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-slice"><code>slice</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑧⑥">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-slice" id="ref-for-dom-mlgraphbuilder-slice②">slice()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-slice" id="ref-for-dom-mlgraphbuilder-slice③">slice()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="slice(input, starts, sizes, 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="slice(input, starts, sizes, options)|slice(input, starts, sizes)" id="dom-mlgraphbuilder-slice"><code>slice(<var>input</var>, <var>starts</var>, <var>sizes</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①②④">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④⓪">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④⓪">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⑧">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⑧">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①②④">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④⓪">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③②">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⑧">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⑧">DOMException</a></code>.</p>
      <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-this①②⑤">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-throw③④①">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 <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-this①②⑤">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-throw③③③">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 any of <var>sizes</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑥">items</a> are 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④②">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 any of <var>sizes</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑥">items</a> are 0, 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-typeerror②②③">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-rank⑤⓪">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④③">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>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-rank⑤②">rank</a>, 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-typeerror②②④">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-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-range①②">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤①">rank</a>, 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-range①②">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤③">rank</a>, exclusive:</p>
       <ol>
        <li data-md>
-        <p>If <var>sizes</var>[<var>index</var>] is 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④④">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>sizes</var>[<var>index</var>] is 0, 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-typeerror②②⑤">TypeError</a></code>.</p>
         <p class="issue" id="issue-b8ab142b"><a class="self-link" href="#issue-b8ab142b"></a> If 0-size dimensions are allowed, revise these steps. <a href="https://github.com/webmachinelearning/webnn/issues/391">[Issue #391]</a></p>
        <li data-md>
-        <p>If <var>starts</var>[<var>index</var>] is greater than or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑧⑤">shape</a>[<var>index</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④⑤">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 <var>starts</var>[<var>index</var>] is greater than or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑧⑤">shape</a>[<var>index</var>], 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-typeerror②②⑥">TypeError</a></code>.</p>
        <li data-md>
-        <p>If <var>starts</var>[<var>index</var>] + <var>sizes</var>[<var>index</var>] is greater than <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑧⑥">shape</a>[<var>index</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④⑥">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>starts</var>[<var>index</var>] + <var>sizes</var>[<var>index</var>] is greater than <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑧⑥">shape</a>[<var>index</var>], 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-typeerror②②⑦">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -8318,23 +8927,36 @@ <h4 class="heading settled" data-level="7.7.40" id="api-mlgraphbuilder-softmax-m
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦③">MLOperand</a></code>. The output N-D tensor that contains the softmax results, of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑦④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softmax" id="ref-for-dom-mlgraphbuilder-softmax①">softmax()</a></code>:</p>
+   <table class="data" id="constraints-softmax">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softmax" id="ref-for-dom-mlgraphbuilder-softmax①">softmax()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑧③">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks④⑦">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softmax-input-axis-options-input" id="ref-for-dom-mlgraphbuilder-softmax-input-axis-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑦">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑤">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank②⑧">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑦④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softmax" id="ref-for-dom-mlgraphbuilder-softmax②">softmax()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-softmax"><code>softmax</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑧⑧">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softmax" id="ref-for-dom-mlgraphbuilder-softmax②">softmax()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softmax" id="ref-for-dom-mlgraphbuilder-softmax③">softmax()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="softmax(input, axis, 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="softmax(input, axis, options)|softmax(input, axis)" id="dom-mlgraphbuilder-softmax"><code>softmax(<var>input</var>, <var>axis</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①②⑥">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④①">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④⑦">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⑨">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⑨">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①②⑥">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④①">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑨">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror③⑨">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException④⑨">DOMException</a></code>.</p>
      <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-this①②⑦">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-throw③④⑧">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-operand③⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①②⑦">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-throw③④⓪">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>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③③">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-throw③④⑨">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-datatype⑨③">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑧④">allowed data types</a> (according to <a href="#constraints-softmax">this table</a>), 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-typeerror②②⑨">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-rank⑤②">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤⓪">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>axis</var> is greater than or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤④">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④②">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><em>Make graph connections:</em></p>
       <ol>
@@ -8394,21 +9016,34 @@ <h4 class="heading settled" data-level="7.7.41" id="api-mlgraphbuilder-softplus-
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑦⑦">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑦⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softplus" id="ref-for-dom-mlgraphbuilder-softplus①">softplus()</a></code>:</p>
+   <table class="data" id="constraints-softplus">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softplus" id="ref-for-dom-mlgraphbuilder-softplus①">softplus()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑧⑤">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks④⑧">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softplus-input-options-input" id="ref-for-dom-mlgraphbuilder-softplus-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑧">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑥">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank②⑨">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑦⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softplus" id="ref-for-dom-mlgraphbuilder-softplus②">softplus()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-softplus"><code>softplus</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑨⓪">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softplus" id="ref-for-dom-mlgraphbuilder-softplus②">softplus()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softplus" id="ref-for-dom-mlgraphbuilder-softplus③">softplus()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="softplus(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="softplus(input, options)|softplus(input)" id="dom-mlgraphbuilder-softplus"><code>softplus(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①②⑧">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④②">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤①">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④⓪">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤⓪">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①②⑧">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④②">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④③">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④⓪">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤⓪">DOMException</a></code>.</p>
      <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-this①②⑨">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-throw③⑤②">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-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-this①②⑨">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-throw③④④">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>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③④">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-throw③⑤③">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>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨④">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑧⑥">allowed data types</a> (according to <a href="#constraints-softplus">this table</a>), then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④⑤">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><em>Make graph connections:</em></p>
       <ol>
@@ -8472,21 +9107,34 @@ <h4 class="heading settled" data-level="7.7.42" id="api-mlgraphbuilder-softsign-
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧①">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑦⑧">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softsign" id="ref-for-dom-mlgraphbuilder-softsign①">softsign()</a></code>:</p>
+   <table class="data" id="constraints-softsign">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softsign" id="ref-for-dom-mlgraphbuilder-softsign①">softsign()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑧⑦">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks④⑨">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softsign-input-options-input" id="ref-for-dom-mlgraphbuilder-softsign-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑨">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑦">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank③⓪">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑦⑧">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softsign" id="ref-for-dom-mlgraphbuilder-softsign②">softsign()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-softsign"><code>softsign</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑨②">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softsign" id="ref-for-dom-mlgraphbuilder-softsign②">softsign()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-softsign" id="ref-for-dom-mlgraphbuilder-softsign③">softsign()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="softsign(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="softsign(input, options)|softsign(input)" id="dom-mlgraphbuilder-softsign"><code>softsign(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③⓪">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④③">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤④">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④①">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤①">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③⓪">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④③">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④⑥">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④①">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤①">DOMException</a></code>.</p>
      <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-this①③①">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-throw③⑤⑤">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-operand③⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③①">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-throw③④⑦">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-datatype①③⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑨">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑦">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤⑥">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑤">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑧⑧">allowed data types</a> (according to <a href="#constraints-softsign">this table</a>), then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④⑧">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>
@@ -8543,8 +9191,21 @@ <h4 class="heading settled" data-level="7.7.43" id="api-mlgraphbuilder-split"><s
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLSplitOptions" data-dfn-type="dict-member" data-export id="dom-mlsplitoptions-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-long⑥⑨">unsigned long</a>, defaulting to <code>0</code></span>
     <dd data-md>
-     <p>The dimension along which to split. 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-rank⑤③">rank</a> of the input tensor.</p>
+     <p>The dimension along which to split. 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-rank⑤⑤">rank</a> of the input tensor.</p>
    </dl>
+   <table class="data" id="constraints-split">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-split" id="ref-for-dom-mlgraphbuilder-split①">split()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑧⑨">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks⑤⓪">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-split-input-splits-options-input" id="ref-for-dom-mlgraphbuilder-split-input-splits-options-input①">input</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type①⓪">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank③①">N</a>
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsplitsupportlimits" id="ref-for-dictdef-mlsplitsupportlimits①">MLSplitSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLSplitSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlsplitsupportlimits-input"><code>input</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits②⓪④">MLSupportLimits</a></span>
@@ -8554,28 +9215,28 @@ <h4 class="heading settled" data-level="7.7.43" id="api-mlgraphbuilder-split"><s
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits②⓪⑦">MLSupportLimits</a></code> for all the output operands.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-split" id="ref-for-dom-mlgraphbuilder-split①">split()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧⓪">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-split" id="ref-for-dom-mlgraphbuilder-split②">split()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-split"><code>split</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsplitsupportlimits" id="ref-for-dictdef-mlsplitsupportlimits②">MLSplitSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-split" id="ref-for-dom-mlgraphbuilder-split②">split()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-split" id="ref-for-dom-mlgraphbuilder-split③">split()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="split(input, splits, 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="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="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③②">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④④">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤⑦">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④②">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤②">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③②">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④④">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④⑨">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④②">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤②">DOMException</a></code>.</p>
      <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-this①③③">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-throw③⑤⑧">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 <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-this①③③">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-throw③⑤⓪">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>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>axis</var> is greater than or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤④">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤⑨">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 <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-rank⑤⑥">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤①">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>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-shape⑧⑦">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-throw③⑥⓪">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-shape" id="ref-for-mloperand-shape⑧⑦">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-throw③⑤②">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>Otherwise, let <var>splitCount</var> be <var>splits</var>.</p>
       </ol>
@@ -8583,10 +9244,10 @@ <h4 class="heading settled" data-level="7.7.43" id="api-mlgraphbuilder-split"><s
       <p>If <var>splits</var> is a <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#idl-sequence" id="ref-for-idl-sequence⑤⓪">sequence</a>&lt;<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 any of its elements is equal to 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥①">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 any of its elements is equal to 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤③">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 class="issue" id="issue-578f9ca8"><a class="self-link" href="#issue-578f9ca8"></a> If 0-size dimensions are allowed, revise the above step. <a href="https://github.com/webmachinelearning/webnn/issues/391">[Issue #391]</a></p>
        <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-shape⑧⑧">shape</a>[<var>axis</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥②">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 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-shape⑧⑧">shape</a>[<var>axis</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤④">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>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-size④③">size</a>.</p>
       </ol>
@@ -8668,21 +9329,34 @@ <h4 class="heading settled" data-level="7.7.44" id="api-mlgraphbuilder-tanh-meth
       <p>an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑧⑨">MLOperand</a></code>. The output tensor of the same shape as <em>input</em>.</p>
     </ul>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-tanh" id="ref-for-dom-mlgraphbuilder-tanh③">tanh()</a></code>:</p>
+   <table class="data" id="constraints-tanh">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-tanh" id="ref-for-dom-mlgraphbuilder-tanh③">tanh()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑨⓪">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks⑤①">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-tanh-input-options-input" id="ref-for-dom-mlgraphbuilder-tanh-input-options-input①">input</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑤⓪">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑧">"float16"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank③②">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧②">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-tanh" id="ref-for-dom-mlgraphbuilder-tanh④">tanh()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-tanh"><code>tanh</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑨④">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-tanh" id="ref-for-dom-mlgraphbuilder-tanh④">tanh()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-tanh" id="ref-for-dom-mlgraphbuilder-tanh⑤">tanh()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="tanh(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="tanh(input, options)|tanh(input)" id="dom-mlgraphbuilder-tanh"><code>tanh(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③④">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④⑤">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥③">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④③">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤③">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③④">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④⑤">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤⑤">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④③">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤③">DOMException</a></code>.</p>
      <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-this①③⑤">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-throw③⑥④">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 <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-this①③⑤">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-throw③⑤⑥">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>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③⑥">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑤⓪">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑧">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥⑤">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑥">dataType</a> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑨①">allowed data types</a> (according to <a href="#constraints-tanh">this table</a>), then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤⑦">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><em>Make graph connections:</em></p>
       <ol>
@@ -8735,8 +9409,8 @@ <h4 class="heading settled" data-level="7.7.45" id="api-mlgraphbuilder-transpose
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLTransposeOptions" data-dfn-type="dict-member" data-export id="dom-mltransposeoptions-permutation"><code>permutation</code></dfn>, <span> of type <code class="idl-code">sequence&lt;[EnforceRange] unsigned long></code></span>
     <dd data-md>
      <p>The values used to permute the output shape.
-The default is [N-1, ..., 0], where N is the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑤">rank</a> of the input tensor, e.g. [2,1,0] for a 3-D tensor.
-These default values cause the output to become a transposed tensor of the input. When specified, the number of values must be the same as the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑥">rank</a> of the input tensor, and the values must be within the range from 0 to N-1 with no duplicates.</p>
+The default is [N-1, ..., 0], where N is the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑦">rank</a> of the input tensor, e.g. [2,1,0] for a 3-D tensor.
+These default values cause the output to become a transposed tensor of the input. When specified, the number of values must be the same as the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑧">rank</a> of the input tensor, and the values must be within the range from 0 to N-1 with no duplicates.</p>
    </dl>
    <div>
      <strong>Arguments:</strong> 
@@ -8748,30 +9422,43 @@ <h4 class="heading settled" data-level="7.7.45" id="api-mlgraphbuilder-transpose
     </ul>
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨③">MLOperand</a></code>. The permuted or transposed N-D tensor.</p>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-transpose" id="ref-for-dom-mlgraphbuilder-transpose①">transpose()</a></code>:</p>
+   <table class="data" id="constraints-transpose">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-transpose" id="ref-for-dom-mlgraphbuilder-transpose①">transpose()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑨②">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks⑤②">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-transpose-input-options-input" id="ref-for-dom-mlgraphbuilder-transpose-input-options-input①">input</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type①①">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank③③">N</a>
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧④">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-transpose" id="ref-for-dom-mlgraphbuilder-transpose②">transpose()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-transpose"><code>transpose</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑨⑥">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-transpose" id="ref-for-dom-mlgraphbuilder-transpose②">transpose()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-transpose" id="ref-for-dom-mlgraphbuilder-transpose③">transpose()</a></code>.</p>
    </dl>
    <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>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③⑥">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④⑥">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥⑥">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④④">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤④">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③⑥">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④⑥">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤⑧">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④④">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤④">DOMException</a></code>.</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③⑦">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-throw③⑥⑦">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③⑦">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-throw③⑤⑨">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>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mltransposeoptions-permutation" id="ref-for-dom-mltransposeoptions-permutation①">permutation</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑧">exist</a>, let <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mltransposeoptions-permutation" id="ref-for-dom-mltransposeoptions-permutation②">permutation</a></code> be the reversed sequence of all indices for <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑨①">shape</a>.</p>
      <li data-md>
       <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-exists⑨⑨">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-size④④">size</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑦">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥⑧">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 its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④④">size</a> is not 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-throw③⑥⓪">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 its values are not 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>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑧">rank</a> exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥⑨">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 its values are not 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>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⓪">rank</a> exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥①">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>If it contains duplicate values, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦⓪">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 it contains duplicate values, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥②">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>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -8825,21 +9512,34 @@ <h4 class="heading settled" data-level="7.7.46" id="api-mlgraphbuilder-triangula
     </ul>
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③⑨⑦">MLOperand</a></code>. The output tensor representing a triangular matrix, or batch of matrices which is the same shape as the input.</p>
    </div>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-triangular" id="ref-for-dom-mlgraphbuilder-triangular①">triangular()</a></code>:</p>
+   <table class="data" id="constraints-triangular">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-triangular" id="ref-for-dom-mlgraphbuilder-triangular①">triangular()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑨③">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks⑤③">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-triangular-input-options-input" id="ref-for-dom-mlgraphbuilder-triangular-input-options-input①">input</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type①②">any</a>
+      <td>2 or greater
+   </table>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧⑥">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-triangular" id="ref-for-dom-mlgraphbuilder-triangular②">triangular()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-triangular"><code>triangular</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsingleinputsupportlimits" id="ref-for-dictdef-mlsingleinputsupportlimits⑨⑧">MLSingleInputSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-triangular" id="ref-for-dom-mlgraphbuilder-triangular②">triangular()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-triangular" id="ref-for-dom-mlgraphbuilder-triangular③">triangular()</a></code>.</p>
    </dl>
    <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 <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③⑧">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④⑦">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦①">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④⑤">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤⑤">DOMException</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③⑧">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④⑦">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥③">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④⑤">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤⑤">DOMException</a></code>.</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③⑨">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-throw③⑦②">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-operand④③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①③⑨">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-throw③⑥④">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>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑨">rank</a> is less than 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦③">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-rank" id="ref-for-mloperand-rank⑥①">rank</a> is not one of its <a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks⑤④">allowed ranks</a> (according to <a href="#constraints-triangular">this table</a>), then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥⑤">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>
@@ -8918,7 +9618,7 @@ <h4 class="heading settled" data-level="7.7.46" id="api-mlgraphbuilder-triangula
    </div>
    <h4 class="heading settled" data-level="7.7.47" id="api-mlgraphbuilder-where"><span class="secno">7.7.47. </span><span class="content">where</span><a class="self-link" href="#api-mlgraphbuilder-where"></a></h4>
     Select the values from the trueValue or the falseValue tensor depending on the corresponding values of the condition tensor, where non-zero is true and zero is false. The condition tensor is often the output of one of the element-wise logical operations. 
-   <p>The operation will be <a data-link-type="dfn" href="#broadcasting" id="ref-for-broadcasting④">broadcast</a> according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The input tensors must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable⑤">bidirectionally broadcastable</a>. The <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⓪">rank</a> of the output tensor is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥①">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>
+   <p>The operation will be <a data-link-type="dfn" href="#broadcasting" id="ref-for-broadcasting④">broadcast</a> according to <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. The input tensors must be <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable⑥">bidirectionally broadcastable</a>. The <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥②">rank</a> of the output tensor is the maximum <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥③">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-mloperand③⑨⑧"><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-mloperand③⑨⑨"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition" id="ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition"><c- g>condition</c-></a>,
                   <a data-link-type="idl-name" href="#mloperand" id="ref-for-mloperand④⓪⓪"><c- n>MLOperand</c-></a> <a class="idl-code" data-link-type="argument" href="#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue" id="ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue"><c- g>trueValue</c-></a>,
@@ -8951,6 +9651,27 @@ <h4 class="heading settled" data-level="7.7.47" id="api-mlgraphbuilder-where"><s
     </ul>
     <p><strong>Returns:</strong> an <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand④⓪⑤">MLOperand</a></code>. The output tensor that contains the values selected element-wise from either the trueValue or the falseValue tensor.</p>
    </div>
+   <table class="data" id="constraints-where">
+    <caption>Constraints for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-where" id="ref-for-dom-mlgraphbuilder-where①">where()</a></code></caption>
+    <thead>
+     <tr>
+      <th>input operand
+      <th><a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑨④">allowed data types</a>
+      <th><a data-link-type="dfn" href="#allowed-ranks" id="ref-for-allowed-ranks⑤⑤">allowed ranks</a>
+    <tbody>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition" id="ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition①">condition</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8⑦">"uint8"</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank③④">N</a>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue" id="ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue①">trueValue</a></code>
+      <td><a data-link-type="dfn" href="#any-data-type" id="ref-for-any-data-type①③">any</a>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank③⑤">N</a>
+     <tr>
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-falsevalue" id="ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-falsevalue①">falseValue</a></code>
+      <td><a data-link-type="dfn" href="#same-as" id="ref-for-same-as④①">same as</a> <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue" id="ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue②">trueValue</a></code>
+      <td><a data-link-type="dfn" href="#any-rank" id="ref-for-any-rank③⑥">N</a>
+   </table>
    <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlwheresupportlimits" id="ref-for-dictdef-mlwheresupportlimits①">MLWhereSupportLimits</a></code> has the following members:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLWhereSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlwheresupportlimits-condition"><code>condition</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits②①②">MLSupportLimits</a></span>
@@ -8966,37 +9687,35 @@ <h4 class="heading settled" data-level="7.7.47" id="api-mlgraphbuilder-where"><s
     <dd data-md>
      <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlsupportlimits" id="ref-for-dictdef-mlsupportlimits②①⑨">MLSupportLimits</a></code> for output operand.</p>
    </dl>
-   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧⑧">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-where" id="ref-for-dom-mlgraphbuilder-where①">where()</a></code>:</p>
+   <p><code class="idl"><a data-link-type="idl" href="#dictdef-mlopsupportlimits" id="ref-for-dictdef-mlopsupportlimits⑧⑧">MLOpSupportLimits</a></code> has the following member for <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-where" id="ref-for-dom-mlgraphbuilder-where②">where()</a></code>:</p>
    <dl>
     <dt data-md><dfn class="dfn-paneled idl-code" data-dfn-for="MLOpSupportLimits" data-dfn-type="dict-member" data-export id="dom-mlopsupportlimits-where"><code>where</code></dfn>, <span> of type <a data-link-type="idl-name" href="#dictdef-mlwheresupportlimits" id="ref-for-dictdef-mlwheresupportlimits②">MLWhereSupportLimits</a></span>
     <dd data-md>
-     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-where" id="ref-for-dom-mlgraphbuilder-where②">where()</a></code>.</p>
+     <p>Support limits for operator <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-where" id="ref-for-dom-mlgraphbuilder-where③">where()</a></code>.</p>
    </dl>
    <details class="algorithm" data-algorithm="where(condition, trueValue, falseValue, 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="where(condition, trueValue, falseValue, options)|where(condition, trueValue, falseValue)" id="dom-mlgraphbuilder-where"><code>where(<var>condition</var>, <var>trueValue</var>, <var>falseValue</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①④⓪">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④⑧">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦④">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④⑥">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤⑥">DOMException</a></code>.</p>
-     <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①④①">this</a> and any of <var>condition</var>, <var>trueValue</var>, and <var>falseValue</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦⑤">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="https://webidl.spec.whatwg.org/#this" id="ref-for-this①④⓪">this</a>.<code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-hasbuilt-slot" id="ref-for-dom-mlgraphbuilder-hasbuilt-slot④⑧">[[hasBuilt]]</a></code> is true, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥⑥">throw</a> an "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#invalidstateerror" id="ref-for-invalidstateerror④⑥">InvalidStateError</a></code>" <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-DOMException" id="ref-for-idl-DOMException⑤⑥">DOMException</a></code>.</p>
      <li data-md>
-      <p>If <var>condition</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③⑦">dataType</a> is not equal to <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8⑦">"uint8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦⑥">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①④①">this</a> and any of <var>condition</var>, <var>trueValue</var>, and <var>falseValue</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥⑦">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>trueValue</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③⑧">dataType</a> is not equal to <var>falseValue</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦⑦">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 <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑦">dataType</a> of any of <var>condition</var>, <var>trueValue</var>, or <var>falseValue</var> is not one of its <a data-link-type="dfn" href="#allowed-data-types" id="ref-for-allowed-data-types⑨⑤">allowed data types</a> (according to <a href="#constraints-where">this table</a>), then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥⑧">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>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting" id="ref-for-bidirectionally-broadcasting④">bidirectionally broadcasting</a> <var>trueValue</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑨②">shape</a> and <var>falseValue</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑨③">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-throw③⑦⑧">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 that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥⑨">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>
       </ol>
      <li data-md>
       <p>Set <var>outputShape</var> to the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting" id="ref-for-bidirectionally-broadcasting⑤">bidirectionally broadcasting</a> <var>condition</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑨④">shape</a> and |outputShape].</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-throw③⑦⑨">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 that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦⓪">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>
       </ol>
      <li data-md>
-      <p>Let <var>descriptor</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①⑨">creating an MLOperandDescriptor</a> given <var>trueValue</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①④⓪">dataType</a> and <var>outputShape</var>.</p>
+      <p>Let <var>descriptor</var> be the result of <a data-link-type="dfn" href="#create-an-mloperanddescriptor" id="ref-for-create-an-mloperanddescriptor①⑨">creating an MLOperandDescriptor</a> given <var>trueValue</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑧">dataType</a> and <var>outputShape</var>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -9032,9 +9751,9 @@ <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><dfn class="dfn-paneled" data-dfn-type="dfn" data-noexport id="broadcasting">Broadcasting</dfn> describes how WebNN treats tensors with different shapes during graph construction and computation. It is heavily influenced by <a data-link-type="biblio" href="#biblio-numpy" title="NumPy">[NumPy]</a> and follows the <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>. Loosely speaking, it allows an operation on a smaller tensor to be "broadcast" across the shape of a larger tensor, so that the same data can be applied repeatedly without making copies.</p>
    <p>The simplest example is the application of a scalar constant to an N-dimension tensor with element-wise binary operations such as <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-add" id="ref-for-dom-mlgraphbuilder-add②">add()</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-mul" id="ref-for-dom-mlgraphbuilder-mul②">mul()</a></code>. Rather than needing to allocate and populate a matching N-dimensional tensor containing multiple copies of the scalar constant, these element-wise operations allow the scalar constant to be used directly, and broadcast the scalar value across the N-dimensional tensor. With the following considerations, the same logic applies to tensors of other dimensions.</p>
-   <p>The shapes of the input tensors must be compatible. A tensor is <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable④">unidirectionally broadcastable</a> to another tensor if the first tensor can be "stretched" by repeating the first tensor along an axis with size 1 or repeating across new dimensions, starting from the last (rightmost) dimension. For example, a <em>[4]</em> tensor can be broadcast to a <em>[5, 4]</em> tensor by repeating it 5 times. A <em>[1]</em> tensor can be broadcast to a [5,4] tensor by repeating it 4 times on the last dimension and 5 times on the preceding dimension. Unidirectional broadcasting is important for operations such as <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-expand" id="ref-for-dom-mlgraphbuilder-expand③">expand()</a></code> where the target tensor shape is explicitly given.</p>
-   <p>Two tensors are <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable⑥">bidirectionally broadcastable</a> if they can be mutually "stretched" (repeated) across their various dimensions, starting from the last dimension. For example, a <em>[5,1]</em> tensor can be bidirectionally broadcast with a <em>[1,6]</em> tensor by repeating the first tensor 6 times in the last dimension and the second tensor 5 times in preceding dimension. The result of the operation will be a <em>[5,6]</em> tensor. Bidirectional broadcasting is convenient for element-wise operations.</p>
-   <p>Some operations allow broadcasting with special semantics. For example, <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-matmul" id="ref-for-dom-mlgraphbuilder-matmul③">matmul()</a></code> treats the last two dimensions of the input tensors as the rows and columns of the matrices, and the number of columns in the first matrix must be equal to the number of rows in the second matrix. The matrix multiplication is bidirectionally broadcast across any additional dimensions, treating the input tensors as stacks of matrices to multiply.</p>
+   <p>The shapes of the input tensors must be compatible. A tensor is <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable⑤">unidirectionally broadcastable</a> to another tensor if the first tensor can be "stretched" by repeating the first tensor along an axis with size 1 or repeating across new dimensions, starting from the last (rightmost) dimension. For example, a <em>[4]</em> tensor can be broadcast to a <em>[5, 4]</em> tensor by repeating it 5 times. A <em>[1]</em> tensor can be broadcast to a [5,4] tensor by repeating it 4 times on the last dimension and 5 times on the preceding dimension. Unidirectional broadcasting is important for operations such as <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-expand" id="ref-for-dom-mlgraphbuilder-expand④">expand()</a></code> where the target tensor shape is explicitly given.</p>
+   <p>Two tensors are <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable⑦">bidirectionally broadcastable</a> if they can be mutually "stretched" (repeated) across their various dimensions, starting from the last dimension. For example, a <em>[5,1]</em> tensor can be bidirectionally broadcast with a <em>[1,6]</em> tensor by repeating the first tensor 6 times in the last dimension and the second tensor 5 times in preceding dimension. The result of the operation will be a <em>[5,6]</em> tensor. Bidirectional broadcasting is convenient for element-wise operations.</p>
+   <p>Some operations allow broadcasting with special semantics. For example, <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-matmul" id="ref-for-dom-mlgraphbuilder-matmul④">matmul()</a></code> treats the last two dimensions of the input tensors as the rows and columns of the matrices, and the number of columns in the first matrix must be equal to the number of rows in the second matrix. The matrix multiplication is bidirectionally broadcast across any additional dimensions, treating the input tensors as stacks of matrices to multiply.</p>
    <details class="algorithm" data-algorithm="unidirectionally broadcasting" open>
     <summary> To <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="unidirectionally broadcasting" data-noexport id="unidirectionally-broadcasting">unidirectionally broadcast the shapes</dfn> <var>shapeFrom</var> and <var>shapeTo</var>, perform the following steps. <var>shapeFrom</var> and <var>shapeTo</var> are <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑥">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-list④⑦">list</a> of positive integers, or failure. </summary>
     <ol>
@@ -9104,9 +9823,9 @@ <h3 class="heading settled" data-level="8.1" id="algorithms-broadcasting"><span
    </details>
    <p class="algorithm" data-algorithm="bidirectionally broadcastable"> <var>shapeA</var> is <dfn class="dfn-paneled" data-dfn-type="dfn" data-noexport id="bidirectionally-broadcastable">bidirectionally broadcastable</dfn> to <var>shapeB</var> if <a data-link-type="dfn" href="#bidirectionally-broadcasting" id="ref-for-bidirectionally-broadcasting⑥">bidirectionally broadcasting</a> <var>shapeA</var> and <var>shapeB</var> does not result in failure. </p>
    <h3 class="heading settled" data-level="8.2" id="algorithms-casting"><span class="secno">8.2. </span><span class="content">Casting</span><a class="self-link" href="#algorithms-casting"></a></h3>
-   <p>Explicit numeric casting is used in algorithms where parameters passed as <code class="idl"><a data-link-type="idl" href="#typedefdef-mlnumber" id="ref-for-typedefdef-mlnumber①①">MLNumber</a></code> or <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-double" id="ref-for-idl-double②③">double</a></code> need to be converted to match the <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⑦">MLOperandDataType</a></code> of input or output <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand④⓪⑥">MLOperand</a></code>s.</p>
+   <p>Explicit numeric casting is used in algorithms where parameters passed as <code class="idl"><a data-link-type="idl" href="#typedefdef-mlnumber" id="ref-for-typedefdef-mlnumber①①">MLNumber</a></code> or <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-double" id="ref-for-idl-double②③">double</a></code> need to be converted to match the <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype②⓪">MLOperandDataType</a></code> of input or output <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand④⓪⑥">MLOperand</a></code>s.</p>
    <details class="algorithm" data-algorithm="cast" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-type="dfn" data-noexport id="cast">cast</dfn> a number <var>x</var> to a given <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⑧">MLOperandDataType</a></code> <var>dataType</var>, perform the following steps. They return a number. </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-type="dfn" data-noexport id="cast">cast</dfn> a number <var>x</var> to a given <code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype②①">MLOperandDataType</a></code> <var>dataType</var>, perform the following steps. They return a number. </summary>
     <ol>
      <li data-md>
       <p>Switch on <var>dataType</var>:</p>
@@ -9306,7 +10025,7 @@ <h2 class="heading settled" data-level="10" id="emulation"><span class="secno">1
    <h3 class="heading settled" data-level="10.1" id="emulation-squeeze"><span class="secno">10.1. </span><span class="content">squeeze</span><a class="self-link" href="#emulation-squeeze"></a></h3>
    <div class="note" role="note">
     <details open>
-     <summary> The <a href="https://pytorch.org/docs/stable/generated/torch.squeeze.html">squeeze</a> operation returns a tensor with all specified dimensions of input of size 1 removed. It can be generically implemented using the <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape③">reshape()</a></code> operation as follows: </summary>
+     <summary> The <a href="https://pytorch.org/docs/stable/generated/torch.squeeze.html">squeeze</a> operation returns a tensor with all specified dimensions of input of size 1 removed. It can be generically implemented using the <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape④">reshape()</a></code> operation as follows: </summary>
 <pre class="highlight"><c- a>function</c-> squeeze<c- p>(</c->builder<c- p>,</c-> input<c- p>,</c-> axes<c- p>)</c-> <c- p>{</c->
   <c- k>if</c-> <c- p>(</c-><c- o>!</c->axes<c- p>)</c->
     axes <c- o>=</c-> <c- p>[];</c->
@@ -9326,7 +10045,7 @@ <h3 class="heading settled" data-level="10.1" id="emulation-squeeze"><span class
    <h3 class="heading settled" data-level="10.2" id="emulation-unsqueeze"><span class="secno">10.2. </span><span class="content">unsqueeze</span><a class="self-link" href="#emulation-unsqueeze"></a></h3>
    <div class="note" role="note">
     <details open>
-     <summary> The <a href="https://pytorch.org/docs/stable/generated/torch.unsqueeze.html">unsqueeze</a> operation returns a new tensor with a dimension of size one inserted at the specified position. It can be generically implemented using the <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape④">reshape()</a></code> operation as follows: </summary>
+     <summary> The <a href="https://pytorch.org/docs/stable/generated/torch.unsqueeze.html">unsqueeze</a> operation returns a new tensor with a dimension of size one inserted at the specified position. It can be generically implemented using the <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape⑤">reshape()</a></code> operation as follows: </summary>
 <pre class="highlight"><c- a>function</c-> unsqueeze<c- p>(</c->builder<c- p>,</c-> input<c- p>,</c-> axes<c- p>)</c-> <c- p>{</c->
   <c- a>const</c-> shape <c- o>=</c-> Array<c- p>.</c-><c- kr>from</c-><c- p>(</c->input<c- p>.</c->shape<c- p>);</c->
   <c- k>for</c-> <c- p>(</c-><c- a>let</c-> axis <c- ow>in</c-> axes<c- p>.</c->sort<c- p>())</c->
@@ -9339,7 +10058,7 @@ <h3 class="heading settled" data-level="10.2" id="emulation-unsqueeze"><span cla
    <h3 class="heading settled" data-level="10.3" id="emulation-flatten"><span class="secno">10.3. </span><span class="content">flatten</span><a class="self-link" href="#emulation-flatten"></a></h3>
    <div class="note" role="note">
     <details open>
-     <summary> The <a href="https://pytorch.org/docs/stable/generated/torch.flatten.html">flatten</a> operation reshapes the input into a one-dimensional tensor. It can be generically implemented using the <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape⑤">reshape()</a></code> operation as follows: </summary>
+     <summary> The <a href="https://pytorch.org/docs/stable/generated/torch.flatten.html">flatten</a> operation reshapes the input into a one-dimensional tensor. It can be generically implemented using the <code class="idl"><a data-link-type="idl" href="#dom-mlgraphbuilder-reshape" id="ref-for-dom-mlgraphbuilder-reshape⑥">reshape()</a></code> operation as follows: </summary>
 <pre class="highlight"><c- a>function</c-> flatten<c- p>(</c->builder<c- p>,</c-> input<c- p>,</c-> axis<c- p>)</c-> <c- p>{</c->
   <c- k>if</c-> <c- p>(</c->axis <c- o>></c-> input<c- p>.</c->shape<c- p>.</c->length<c- p>)</c->
     <c- k>return</c-> input<c- p>;</c->
@@ -9351,37 +10070,37 @@ <h3 class="heading settled" data-level="10.3" id="emulation-flatten"><span class
     </details>
    </div>
    <h2 class="heading settled" data-level="11" id="appendices"><span class="secno">11. </span><span class="content">Appendices</span><a class="self-link" href="#appendices"></a></h2>
-   <h3 class="heading settled" data-level="11.1" id="appendices-mloperanddatatype-arraybufferview-compatibility"><span class="secno">11.1. </span><span class="content"><code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype①⑨">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="11.1" id="appendices-mloperanddatatype-arraybufferview-compatibility"><span class="secno">11.1. </span><span class="content"><code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype②②">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-mloperanddatatype②⓪">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> 
+      <th><code class="idl"><a data-link-type="idl" href="#enumdef-mloperanddatatype" id="ref-for-enumdef-mloperanddatatype②③">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-float32⑤②">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> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑤②">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-float16⑤⓪">float16</a></code> 
-      <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Float16Array" id="ref-for-idl-Float16Array">Float16Array</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑤⓪">float16</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Float16Array" id="ref-for-idl-Float16Array">Float16Array</a></code>
      <tr>
-      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64⑥">int64</a></code> 
-      <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-BigInt64Array" id="ref-for-idl-BigInt64Array">BigInt64Array</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64⑥">int64</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-BigInt64Array" id="ref-for-idl-BigInt64Array">BigInt64Array</a></code>
      <tr>
-      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint64" id="ref-for-dom-mloperanddatatype-uint64④">uint64</a></code> 
-      <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-BigUint64Array" id="ref-for-idl-BigUint64Array">BigUint64Array</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint64" id="ref-for-dom-mloperanddatatype-uint64④">uint64</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-BigUint64Array" id="ref-for-idl-BigUint64Array">BigUint64Array</a></code>
      <tr>
-      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32①③">int32</a></code> 
-      <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Int32Array" id="ref-for-idl-Int32Array">Int32Array</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32①③">int32</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Int32Array" id="ref-for-idl-Int32Array">Int32Array</a></code>
      <tr>
-      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32①⓪">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> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32①⓪">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-int8⑨">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> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8⑨">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-uint8⑨">uint8</a></code> 
-      <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Uint8Array" id="ref-for-idl-Uint8Array">Uint8Array</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8⑨">uint8</a></code>
+      <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Uint8Array" id="ref-for-idl-Uint8Array">Uint8Array</a></code>
    </table>
    <p class="note" role="note"><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Float16Array" id="ref-for-idl-Float16Array①">Float16Array</a></code> is at <a href="https://tc39.es/process-document/">ECMA Stage 3</a> signaling its design is finished. Implementers wanting to enable this type ahead native implementations can emulate the type by passing raw bits via <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Uint16Array" id="ref-for-idl-Uint16Array">Uint16Array</a></code>. <a href="https://github.com/webmachinelearning/webnn/issues/373">[Issue webnn#373]</a></p>
    <h2 class="heading settled" data-level="12" id="acknowledgements"><span class="secno">12. </span><span class="content">Acknowledgements</span><a class="self-link" href="#acknowledgements"></a></h2>
@@ -9471,6 +10190,8 @@ <h3 class="no-num no-ref heading settled" id="index-defined-here"><span class="c
    <li><a href="#dom-mlopsupportlimits-add">add</a><span>, in § 7.7.12</span>
    <li><a href="#dom-mlgraphbuilder-add">add(a, b)</a><span>, in § 7.7.12</span>
    <li><a href="#dom-mlgraphbuilder-add">add(a, b, options)</a><span>, in § 7.7.12</span>
+   <li><a href="#allowed-data-types">allowed data types</a><span>, in § 7.6</span>
+   <li><a href="#allowed-ranks">allowed ranks</a><span>, in § 7.6</span>
    <li>
     alpha
     <ul>
@@ -9480,6 +10201,8 @@ <h3 class="no-num no-ref heading settled" id="index-defined-here"><span class="c
      <li><a href="#dom-mlleakyreluoptions-alpha">dict-member for MLLeakyReluOptions</a><span>, in § 7.7.26</span>
      <li><a href="#dom-mllinearoptions-alpha">dict-member for MLLinearOptions</a><span>, in § 7.7.27</span>
     </ul>
+   <li><a href="#any-data-type">any data type</a><span>, in § 7.6</span>
+   <li><a href="#any-rank">any rank</a><span>, in § 7.6</span>
    <li><a href="#dom-mlopsupportlimits-argmax">argMax</a><span>, in § 7.7.5</span>
    <li><a href="#dom-mlgraphbuilder-argmax">argMax(input, axis)</a><span>, in § 7.7.5</span>
    <li><a href="#dom-mlgraphbuilder-argmax">argMax(input, axis, options)</a><span>, in § 7.7.5</span>
@@ -10123,6 +10846,7 @@ <h3 class="no-num no-ref heading settled" id="index-defined-here"><span class="c
     </ul>
    <li><a href="#dom-mlpool2doptions-roundingtype">roundingType</a><span>, in § 7.7.32</span>
    <li><a href="#dom-mlgruweightlayout-rzn">"rzn"</a><span>, in § 7.7.20</span>
+   <li><a href="#same-as">same as</a><span>, in § 7.6</span>
    <li>
     scale
     <ul>
@@ -11637,7 +12361,7 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "797018a7": {"dfnID":"797018a7","dfnText":"InvalidStateError","external":true,"refSections":[{"refs":[{"id":"ref-for-invalidstateerror"}],"title":"7.7.2. input operands"},{"refs":[{"id":"ref-for-invalidstateerror\u2460"}],"title":"7.7.3.1. constant(descriptor, bufferView)"},{"refs":[{"id":"ref-for-invalidstateerror\u2461"}],"title":"7.7.3.2. constant(type, value)"},{"refs":[{"id":"ref-for-invalidstateerror\u2462"}],"title":"7.7.4. build method"},{"refs":[{"id":"ref-for-invalidstateerror\u2463"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-invalidstateerror\u2464"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-invalidstateerror\u2465"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-invalidstateerror\u2466"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-invalidstateerror\u2467"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-invalidstateerror\u2468"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-invalidstateerror\u2460\u24ea"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-invalidstateerror\u2460\u2460"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-invalidstateerror\u2460\u2461"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-invalidstateerror\u2460\u2462"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-invalidstateerror\u2460\u2463"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-invalidstateerror\u2460\u2464"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-invalidstateerror\u2460\u2465"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-invalidstateerror\u2460\u2466"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-invalidstateerror\u2460\u2467"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-invalidstateerror\u2460\u2468"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-invalidstateerror\u2461\u24ea"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-invalidstateerror\u2461\u2460"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-invalidstateerror\u2461\u2461"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-invalidstateerror\u2461\u2462"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-invalidstateerror\u2461\u2463"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-invalidstateerror\u2461\u2464"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-invalidstateerror\u2461\u2465"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-invalidstateerror\u2461\u2466"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-invalidstateerror\u2461\u2467"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-invalidstateerror\u2461\u2468"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-invalidstateerror\u2462\u24ea"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-invalidstateerror\u2462\u2460"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-invalidstateerror\u2462\u2461"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-invalidstateerror\u2462\u2462"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-invalidstateerror\u2462\u2463"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-invalidstateerror\u2462\u2464"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-invalidstateerror\u2462\u2465"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-invalidstateerror\u2462\u2466"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-invalidstateerror\u2462\u2467"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-invalidstateerror\u2462\u2468"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-invalidstateerror\u2463\u24ea"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-invalidstateerror\u2463\u2460"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-invalidstateerror\u2463\u2461"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-invalidstateerror\u2463\u2462"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-invalidstateerror\u2463\u2463"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-invalidstateerror\u2463\u2464"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-invalidstateerror\u2463\u2465"}],"title":"7.7.47. where"}],"url":"https://webidl.spec.whatwg.org/#invalidstateerror"},
 "7b05fe24": {"dfnID":"7b05fe24","dfnText":"get a copy of the bytes held by the buffer source","external":true,"refSections":[{"refs":[{"id":"ref-for-dfn-get-buffer-source-copy"}],"title":"7.7.3.1. constant(descriptor, bufferView)"}],"url":"https://webidl.spec.whatwg.org/#dfn-get-buffer-source-copy"},
 "7b0d918d": {"dfnID":"7b0d918d","dfnText":"break","external":true,"refSections":[{"refs":[{"id":"ref-for-iteration-break"}],"title":"7.7.17. gather"}],"url":"https://infra.spec.whatwg.org/#iteration-break"},
-"82ca3efc": {"dfnID":"82ca3efc","dfnText":"TypeError","external":true,"refSections":[{"refs":[{"id":"ref-for-exceptiondef-typeerror"},{"id":"ref-for-exceptiondef-typeerror\u2460"}],"title":"7.3. MLContext interface"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461"}],"title":"7.3.1. MLNamedArrayBufferViews transfer algorithm"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2466"}],"title":"7.3.2. compute()"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea"}],"title":"7.7.2. input operands"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461"}],"title":"7.7.3.1. constant(descriptor, bufferView)"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465"}],"title":"7.7.4. build method"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2462\u24ea"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2462\u2460"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2462\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2462"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2462\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2463\u24ea"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2463\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2464\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2465"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2464\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2465\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2466\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2463"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2466\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2466"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2466\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2467\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2467\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2467\u2461"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2467\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2467\u2463"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2467\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2467\u2465"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2467\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2467\u2467"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2467\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2468\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2460"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2468\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2462"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2468\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u24ea"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2464"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2467"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u24ea"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2461"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2468"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2467"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u24ea"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2461"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2461"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2467"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2463"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2467"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u24ea"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2463"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2466"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2468"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2463"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2466"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2468"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2464"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2467"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u24ea"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2461"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2466"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2468"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u2462"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u2464"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2465\u24ea"}],"title":"7.7.47. where"}],"url":"https://webidl.spec.whatwg.org/#exceptiondef-typeerror"},
+"82ca3efc": {"dfnID":"82ca3efc","dfnText":"TypeError","external":true,"refSections":[{"refs":[{"id":"ref-for-exceptiondef-typeerror"},{"id":"ref-for-exceptiondef-typeerror\u2460"}],"title":"7.3. MLContext interface"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461"}],"title":"7.3.1. MLNamedArrayBufferViews transfer algorithm"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2466"}],"title":"7.3.2. compute()"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea"}],"title":"7.7.2. input operands"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461"}],"title":"7.7.3.1. constant(descriptor, bufferView)"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465"}],"title":"7.7.4. build method"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2462\u24ea"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2462\u2460"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2462\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2462"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2462\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2462\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2463\u24ea"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2463\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2463\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2464\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2465"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2464\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2464\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2465\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2465\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2466\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2463"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2466\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2466"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2466\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2466\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2467\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2467\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2467\u2461"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2467\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2467\u2463"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2467\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2467\u2465"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2467\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2467\u2467"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2467\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2468\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2460"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2468\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2462"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2468\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2468\u2468"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u24ea\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2462"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2460\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2464"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2466"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2461\u2468"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2465"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2462\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2464"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2466"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2463\u2468"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2464\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2466"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2465\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2466\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2461"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2466"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2467\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2460"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2460\u2468\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2462"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2465"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u24ea\u2468"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2460"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2465"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2460\u2468"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2460"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2466"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2461\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u24ea"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2460"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2461"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2463"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2464"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2466"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2462\u2468"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2460"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2461"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2462"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2463"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2464"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2465"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2466"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2467"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2463\u2468"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u24ea"},{"id":"ref-for-exceptiondef-typeerror\u2461\u2464\u2460"}],"title":"7.7.47. where"}],"url":"https://webidl.spec.whatwg.org/#exceptiondef-typeerror"},
 "833154f2": {"dfnID":"833154f2","dfnText":"getter steps","external":true,"refSections":[{"refs":[{"id":"ref-for-getter-steps"},{"id":"ref-for-getter-steps\u2460"}],"title":"7.6. MLOperand interface"}],"url":"https://webidl.spec.whatwg.org/#getter-steps"},
 "860300d4": {"dfnID":"860300d4","dfnText":"implementation-defined","external":true,"refSections":[{"refs":[{"id":"ref-for-implementation-defined"}],"title":"6.1. Overview"},{"refs":[{"id":"ref-for-implementation-defined\u2460"}],"title":"7.7.4. build method"},{"refs":[{"id":"ref-for-implementation-defined\u2461"},{"id":"ref-for-implementation-defined\u2462"},{"id":"ref-for-implementation-defined\u2463"}],"title":"7.7.7. cast"}],"url":"https://infra.spec.whatwg.org/#implementation-defined"},
 "889e932f": {"dfnID":"889e932f","dfnText":"Exposed","external":true,"refSections":[{"refs":[{"id":"ref-for-Exposed"}],"title":"7.2. ML interface"},{"refs":[{"id":"ref-for-Exposed\u2460"}],"title":"7.3. MLContext interface"},{"refs":[{"id":"ref-for-Exposed\u2461"}],"title":"7.4. MLGraph interface"},{"refs":[{"id":"ref-for-Exposed\u2462"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-Exposed\u2463"}],"title":"7.7. MLGraphBuilder interface"}],"url":"https://webidl.spec.whatwg.org/#Exposed"},
@@ -11657,16 +12381,20 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "a72449dd": {"dfnID":"a72449dd","dfnText":"in parallel","external":true,"refSections":[{"refs":[{"id":"ref-for-in-parallel"},{"id":"ref-for-in-parallel\u2460"}],"title":"7.2.2. createContext()"},{"refs":[{"id":"ref-for-in-parallel\u2461"}],"title":"7.3.2. compute()"},{"refs":[{"id":"ref-for-in-parallel\u2462"}],"title":"7.7.4. build method"}],"url":"https://html.spec.whatwg.org/multipage/infrastructure.html#in-parallel"},
 "ae8def21": {"dfnID":"ae8def21","dfnText":"contain","external":true,"refSections":[{"refs":[{"id":"ref-for-list-contain"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-list-contain\u2460"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-list-contain\u2461"},{"id":"ref-for-list-contain\u2462"}],"title":"7.7.34. Reduction operations"}],"url":"https://infra.spec.whatwg.org/#list-contain"},
 "aec82d0a": {"dfnID":"aec82d0a","dfnText":"Float16Array","external":true,"refSections":[{"refs":[{"id":"ref-for-idl-Float16Array"},{"id":"ref-for-idl-Float16Array\u2460"}],"title":"11.1. MLOperandDataType and ArrayBufferView compatibility"}],"url":"https://webidl.spec.whatwg.org/#idl-Float16Array"},
+"allowed-data-types": {"dfnID":"allowed-data-types","dfnText":"allowed data types","external":false,"refSections":[{"refs":[{"id":"ref-for-allowed-data-types"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-allowed-data-types\u2460"},{"id":"ref-for-allowed-data-types\u2461"},{"id":"ref-for-allowed-data-types\u2462"},{"id":"ref-for-allowed-data-types\u2463"},{"id":"ref-for-allowed-data-types\u2464"},{"id":"ref-for-allowed-data-types\u2465"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-allowed-data-types\u2466"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-allowed-data-types\u2467"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-allowed-data-types\u2468"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-allowed-data-types\u2460\u24ea"},{"id":"ref-for-allowed-data-types\u2460\u2460"},{"id":"ref-for-allowed-data-types\u2460\u2461"},{"id":"ref-for-allowed-data-types\u2460\u2462"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-allowed-data-types\u2460\u2463"},{"id":"ref-for-allowed-data-types\u2460\u2464"},{"id":"ref-for-allowed-data-types\u2460\u2465"},{"id":"ref-for-allowed-data-types\u2460\u2466"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-allowed-data-types\u2460\u2467"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-allowed-data-types\u2460\u2468"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-allowed-data-types\u2461\u24ea"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-allowed-data-types\u2461\u2460"},{"id":"ref-for-allowed-data-types\u2461\u2461"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-allowed-data-types\u2461\u2462"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-allowed-data-types\u2461\u2463"},{"id":"ref-for-allowed-data-types\u2461\u2464"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-allowed-data-types\u2461\u2465"},{"id":"ref-for-allowed-data-types\u2461\u2466"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-allowed-data-types\u2461\u2467"},{"id":"ref-for-allowed-data-types\u2461\u2468"},{"id":"ref-for-allowed-data-types\u2462\u24ea"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-allowed-data-types\u2462\u2460"},{"id":"ref-for-allowed-data-types\u2462\u2461"},{"id":"ref-for-allowed-data-types\u2462\u2462"},{"id":"ref-for-allowed-data-types\u2462\u2463"},{"id":"ref-for-allowed-data-types\u2462\u2464"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-allowed-data-types\u2462\u2465"},{"id":"ref-for-allowed-data-types\u2462\u2466"},{"id":"ref-for-allowed-data-types\u2462\u2467"},{"id":"ref-for-allowed-data-types\u2462\u2468"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-allowed-data-types\u2463\u24ea"},{"id":"ref-for-allowed-data-types\u2463\u2460"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-allowed-data-types\u2463\u2461"},{"id":"ref-for-allowed-data-types\u2463\u2462"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-allowed-data-types\u2463\u2463"},{"id":"ref-for-allowed-data-types\u2463\u2464"},{"id":"ref-for-allowed-data-types\u2463\u2465"},{"id":"ref-for-allowed-data-types\u2463\u2466"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-allowed-data-types\u2463\u2467"},{"id":"ref-for-allowed-data-types\u2463\u2468"},{"id":"ref-for-allowed-data-types\u2464\u24ea"},{"id":"ref-for-allowed-data-types\u2464\u2460"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-allowed-data-types\u2464\u2461"},{"id":"ref-for-allowed-data-types\u2464\u2462"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-allowed-data-types\u2464\u2463"},{"id":"ref-for-allowed-data-types\u2464\u2464"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-allowed-data-types\u2464\u2465"},{"id":"ref-for-allowed-data-types\u2464\u2466"},{"id":"ref-for-allowed-data-types\u2464\u2467"},{"id":"ref-for-allowed-data-types\u2464\u2468"},{"id":"ref-for-allowed-data-types\u2465\u24ea"},{"id":"ref-for-allowed-data-types\u2465\u2460"},{"id":"ref-for-allowed-data-types\u2465\u2461"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-allowed-data-types\u2465\u2462"},{"id":"ref-for-allowed-data-types\u2465\u2463"},{"id":"ref-for-allowed-data-types\u2465\u2464"},{"id":"ref-for-allowed-data-types\u2465\u2465"},{"id":"ref-for-allowed-data-types\u2465\u2466"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-allowed-data-types\u2465\u2467"},{"id":"ref-for-allowed-data-types\u2465\u2468"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-allowed-data-types\u2466\u24ea"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-allowed-data-types\u2466\u2460"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-allowed-data-types\u2466\u2461"},{"id":"ref-for-allowed-data-types\u2466\u2462"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-allowed-data-types\u2466\u2463"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-allowed-data-types\u2466\u2464"},{"id":"ref-for-allowed-data-types\u2466\u2465"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-allowed-data-types\u2466\u2466"},{"id":"ref-for-allowed-data-types\u2466\u2467"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-allowed-data-types\u2466\u2468"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-allowed-data-types\u2467\u24ea"},{"id":"ref-for-allowed-data-types\u2467\u2460"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-allowed-data-types\u2467\u2461"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-allowed-data-types\u2467\u2462"},{"id":"ref-for-allowed-data-types\u2467\u2463"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-allowed-data-types\u2467\u2464"},{"id":"ref-for-allowed-data-types\u2467\u2465"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-allowed-data-types\u2467\u2466"},{"id":"ref-for-allowed-data-types\u2467\u2467"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-allowed-data-types\u2467\u2468"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-allowed-data-types\u2468\u24ea"},{"id":"ref-for-allowed-data-types\u2468\u2460"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-allowed-data-types\u2468\u2461"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-allowed-data-types\u2468\u2462"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-allowed-data-types\u2468\u2463"},{"id":"ref-for-allowed-data-types\u2468\u2464"}],"title":"7.7.47. where"}],"url":"#allowed-data-types"},
+"allowed-ranks": {"dfnID":"allowed-ranks","dfnText":"allowed ranks","external":false,"refSections":[{"refs":[{"id":"ref-for-allowed-ranks"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-allowed-ranks\u2460"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-allowed-ranks\u2461"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-allowed-ranks\u2462"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-allowed-ranks\u2463"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-allowed-ranks\u2464"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-allowed-ranks\u2465"},{"id":"ref-for-allowed-ranks\u2466"},{"id":"ref-for-allowed-ranks\u2467"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-allowed-ranks\u2468"},{"id":"ref-for-allowed-ranks\u2460\u24ea"},{"id":"ref-for-allowed-ranks\u2460\u2460"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-allowed-ranks\u2460\u2461"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-allowed-ranks\u2460\u2462"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-allowed-ranks\u2460\u2463"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-allowed-ranks\u2460\u2464"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-allowed-ranks\u2460\u2465"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-allowed-ranks\u2460\u2466"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-allowed-ranks\u2460\u2467"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-allowed-ranks\u2460\u2468"},{"id":"ref-for-allowed-ranks\u2461\u24ea"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-allowed-ranks\u2461\u2460"},{"id":"ref-for-allowed-ranks\u2461\u2461"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-allowed-ranks\u2461\u2462"},{"id":"ref-for-allowed-ranks\u2461\u2463"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-allowed-ranks\u2461\u2464"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-allowed-ranks\u2461\u2465"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-allowed-ranks\u2461\u2466"},{"id":"ref-for-allowed-ranks\u2461\u2467"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-allowed-ranks\u2461\u2468"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-allowed-ranks\u2462\u24ea"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-allowed-ranks\u2462\u2460"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-allowed-ranks\u2462\u2461"},{"id":"ref-for-allowed-ranks\u2462\u2462"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-allowed-ranks\u2462\u2463"},{"id":"ref-for-allowed-ranks\u2462\u2464"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-allowed-ranks\u2462\u2465"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-allowed-ranks\u2462\u2466"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-allowed-ranks\u2462\u2467"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-allowed-ranks\u2462\u2468"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-allowed-ranks\u2463\u24ea"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-allowed-ranks\u2463\u2460"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-allowed-ranks\u2463\u2461"},{"id":"ref-for-allowed-ranks\u2463\u2462"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-allowed-ranks\u2463\u2463"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-allowed-ranks\u2463\u2464"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-allowed-ranks\u2463\u2465"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-allowed-ranks\u2463\u2466"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-allowed-ranks\u2463\u2467"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-allowed-ranks\u2463\u2468"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-allowed-ranks\u2464\u24ea"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-allowed-ranks\u2464\u2460"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-allowed-ranks\u2464\u2461"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-allowed-ranks\u2464\u2462"},{"id":"ref-for-allowed-ranks\u2464\u2463"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-allowed-ranks\u2464\u2464"}],"title":"7.7.47. where"}],"url":"#allowed-ranks"},
+"any-data-type": {"dfnID":"any-data-type","dfnText":"any","external":false,"refSections":[{"refs":[{"id":"ref-for-any-data-type"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-any-data-type\u2460"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-any-data-type\u2461"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-any-data-type\u2462"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-any-data-type\u2463"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-any-data-type\u2464"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-any-data-type\u2465"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-any-data-type\u2466"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-any-data-type\u2467"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-any-data-type\u2468"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-any-data-type\u2460\u24ea"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-any-data-type\u2460\u2460"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-any-data-type\u2460\u2461"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-any-data-type\u2460\u2462"}],"title":"7.7.47. where"}],"url":"#any-data-type"},
+"any-rank": {"dfnID":"any-rank","dfnText":"N","external":false,"refSections":[{"refs":[{"id":"ref-for-any-rank"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-any-rank\u2460"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-any-rank\u2461"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-any-rank\u2462"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-any-rank\u2463"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-any-rank\u2464"},{"id":"ref-for-any-rank\u2465"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-any-rank\u2466"},{"id":"ref-for-any-rank\u2467"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-any-rank\u2468"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-any-rank\u2460\u24ea"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-any-rank\u2460\u2460"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-any-rank\u2460\u2461"},{"id":"ref-for-any-rank\u2460\u2462"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-any-rank\u2460\u2463"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-any-rank\u2460\u2464"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-any-rank\u2460\u2465"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-any-rank\u2460\u2466"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-any-rank\u2460\u2467"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-any-rank\u2460\u2468"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-any-rank\u2461\u24ea"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-any-rank\u2461\u2460"},{"id":"ref-for-any-rank\u2461\u2461"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-any-rank\u2461\u2462"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-any-rank\u2461\u2463"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-any-rank\u2461\u2464"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-any-rank\u2461\u2465"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-any-rank\u2461\u2466"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-any-rank\u2461\u2467"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-any-rank\u2461\u2468"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-any-rank\u2462\u24ea"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-any-rank\u2462\u2460"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-any-rank\u2462\u2461"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-any-rank\u2462\u2462"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-any-rank\u2462\u2463"},{"id":"ref-for-any-rank\u2462\u2464"},{"id":"ref-for-any-rank\u2462\u2465"}],"title":"7.7.47. where"}],"url":"#any-rank"},
 "b0d7f3c3": {"dfnID":"b0d7f3c3","dfnText":"USVString","external":true,"refSections":[{"refs":[{"id":"ref-for-idl-USVString"}],"title":"7.3. MLContext interface"},{"refs":[{"id":"ref-for-idl-USVString\u2460"},{"id":"ref-for-idl-USVString\u2461"}],"title":"7.4. MLGraph interface"},{"refs":[{"id":"ref-for-idl-USVString\u2462"},{"id":"ref-for-idl-USVString\u2463"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-idl-USVString\u2464"},{"id":"ref-for-idl-USVString\u2465"}],"title":"7.7. MLGraphBuilder interface"}],"url":"https://webidl.spec.whatwg.org/#idl-USVString"},
 "b262501e": {"dfnID":"b262501e","dfnText":"reject","external":true,"refSections":[{"refs":[{"id":"ref-for-reject"},{"id":"ref-for-reject\u2460"},{"id":"ref-for-reject\u2461"},{"id":"ref-for-reject\u2462"}],"title":"7.2.2. createContext()"},{"refs":[{"id":"ref-for-reject\u2463"},{"id":"ref-for-reject\u2464"},{"id":"ref-for-reject\u2465"},{"id":"ref-for-reject\u2466"},{"id":"ref-for-reject\u2467"},{"id":"ref-for-reject\u2468"},{"id":"ref-for-reject\u2460\u24ea"},{"id":"ref-for-reject\u2460\u2460"},{"id":"ref-for-reject\u2460\u2461"}],"title":"7.3.2. compute()"},{"refs":[{"id":"ref-for-reject\u2460\u2462"},{"id":"ref-for-reject\u2460\u2463"},{"id":"ref-for-reject\u2460\u2464"},{"id":"ref-for-reject\u2460\u2465"},{"id":"ref-for-reject\u2460\u2466"},{"id":"ref-for-reject\u2460\u2467"}],"title":"7.7.4. build method"}],"url":"https://webidl.spec.whatwg.org/#reject"},
-"b4cfa5ce": {"dfnID":"b4cfa5ce","dfnText":"throw","external":true,"refSections":[{"refs":[{"id":"ref-for-dfn-throw"}],"title":"7.3.2. compute()"},{"refs":[{"id":"ref-for-dfn-throw\u2460"}],"title":"7.7.1. MLGraphBuilder constructor"},{"refs":[{"id":"ref-for-dfn-throw\u2461"},{"id":"ref-for-dfn-throw\u2462"},{"id":"ref-for-dfn-throw\u2463"},{"id":"ref-for-dfn-throw\u2464"}],"title":"7.7.2. input operands"},{"refs":[{"id":"ref-for-dfn-throw\u2465"},{"id":"ref-for-dfn-throw\u2466"},{"id":"ref-for-dfn-throw\u2467"}],"title":"7.7.3.1. constant(descriptor, bufferView)"},{"refs":[{"id":"ref-for-dfn-throw\u2468"}],"title":"7.7.3.2. constant(type, value)"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2460"},{"id":"ref-for-dfn-throw\u2460\u2461"},{"id":"ref-for-dfn-throw\u2460\u2462"},{"id":"ref-for-dfn-throw\u2460\u2463"},{"id":"ref-for-dfn-throw\u2460\u2464"},{"id":"ref-for-dfn-throw\u2460\u2465"},{"id":"ref-for-dfn-throw\u2460\u2466"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2467"},{"id":"ref-for-dfn-throw\u2460\u2468"},{"id":"ref-for-dfn-throw\u2461\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2460"},{"id":"ref-for-dfn-throw\u2461\u2461"},{"id":"ref-for-dfn-throw\u2461\u2462"},{"id":"ref-for-dfn-throw\u2461\u2463"},{"id":"ref-for-dfn-throw\u2461\u2464"},{"id":"ref-for-dfn-throw\u2461\u2465"},{"id":"ref-for-dfn-throw\u2461\u2466"},{"id":"ref-for-dfn-throw\u2461\u2467"},{"id":"ref-for-dfn-throw\u2461\u2468"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2460"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2461"},{"id":"ref-for-dfn-throw\u2462\u2462"},{"id":"ref-for-dfn-throw\u2462\u2463"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2464"},{"id":"ref-for-dfn-throw\u2462\u2465"},{"id":"ref-for-dfn-throw\u2462\u2466"},{"id":"ref-for-dfn-throw\u2462\u2467"},{"id":"ref-for-dfn-throw\u2462\u2468"},{"id":"ref-for-dfn-throw\u2463\u24ea"},{"id":"ref-for-dfn-throw\u2463\u2460"},{"id":"ref-for-dfn-throw\u2463\u2461"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-dfn-throw\u2463\u2462"},{"id":"ref-for-dfn-throw\u2463\u2463"},{"id":"ref-for-dfn-throw\u2463\u2464"},{"id":"ref-for-dfn-throw\u2463\u2465"},{"id":"ref-for-dfn-throw\u2463\u2466"},{"id":"ref-for-dfn-throw\u2463\u2467"},{"id":"ref-for-dfn-throw\u2463\u2468"},{"id":"ref-for-dfn-throw\u2464\u24ea"},{"id":"ref-for-dfn-throw\u2464\u2460"},{"id":"ref-for-dfn-throw\u2464\u2461"},{"id":"ref-for-dfn-throw\u2464\u2462"},{"id":"ref-for-dfn-throw\u2464\u2463"},{"id":"ref-for-dfn-throw\u2464\u2464"},{"id":"ref-for-dfn-throw\u2464\u2465"},{"id":"ref-for-dfn-throw\u2464\u2466"},{"id":"ref-for-dfn-throw\u2464\u2467"},{"id":"ref-for-dfn-throw\u2464\u2468"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-dfn-throw\u2465\u24ea"},{"id":"ref-for-dfn-throw\u2465\u2460"},{"id":"ref-for-dfn-throw\u2465\u2461"},{"id":"ref-for-dfn-throw\u2465\u2462"},{"id":"ref-for-dfn-throw\u2465\u2463"},{"id":"ref-for-dfn-throw\u2465\u2464"},{"id":"ref-for-dfn-throw\u2465\u2465"},{"id":"ref-for-dfn-throw\u2465\u2466"},{"id":"ref-for-dfn-throw\u2465\u2467"},{"id":"ref-for-dfn-throw\u2465\u2468"},{"id":"ref-for-dfn-throw\u2466\u24ea"},{"id":"ref-for-dfn-throw\u2466\u2460"},{"id":"ref-for-dfn-throw\u2466\u2461"},{"id":"ref-for-dfn-throw\u2466\u2462"},{"id":"ref-for-dfn-throw\u2466\u2463"},{"id":"ref-for-dfn-throw\u2466\u2464"},{"id":"ref-for-dfn-throw\u2466\u2465"},{"id":"ref-for-dfn-throw\u2466\u2466"},{"id":"ref-for-dfn-throw\u2466\u2467"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-dfn-throw\u2466\u2468"},{"id":"ref-for-dfn-throw\u2467\u24ea"},{"id":"ref-for-dfn-throw\u2467\u2460"},{"id":"ref-for-dfn-throw\u2467\u2461"},{"id":"ref-for-dfn-throw\u2467\u2462"},{"id":"ref-for-dfn-throw\u2467\u2463"},{"id":"ref-for-dfn-throw\u2467\u2464"},{"id":"ref-for-dfn-throw\u2467\u2465"},{"id":"ref-for-dfn-throw\u2467\u2466"},{"id":"ref-for-dfn-throw\u2467\u2467"},{"id":"ref-for-dfn-throw\u2467\u2468"},{"id":"ref-for-dfn-throw\u2468\u24ea"},{"id":"ref-for-dfn-throw\u2468\u2460"},{"id":"ref-for-dfn-throw\u2468\u2461"},{"id":"ref-for-dfn-throw\u2468\u2462"},{"id":"ref-for-dfn-throw\u2468\u2463"},{"id":"ref-for-dfn-throw\u2468\u2464"},{"id":"ref-for-dfn-throw\u2468\u2465"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-dfn-throw\u2468\u2466"},{"id":"ref-for-dfn-throw\u2468\u2467"},{"id":"ref-for-dfn-throw\u2468\u2468"},{"id":"ref-for-dfn-throw\u2460\u24ea\u24ea"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2460"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2461"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2462"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2463"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2464"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2465"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2466"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2467"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2468"},{"id":"ref-for-dfn-throw\u2460\u2460\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2460\u2460"},{"id":"ref-for-dfn-throw\u2460\u2460\u2461"},{"id":"ref-for-dfn-throw\u2460\u2460\u2462"},{"id":"ref-for-dfn-throw\u2460\u2460\u2463"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2460\u2464"},{"id":"ref-for-dfn-throw\u2460\u2460\u2465"},{"id":"ref-for-dfn-throw\u2460\u2460\u2466"},{"id":"ref-for-dfn-throw\u2460\u2460\u2467"},{"id":"ref-for-dfn-throw\u2460\u2460\u2468"},{"id":"ref-for-dfn-throw\u2460\u2461\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2461\u2460"},{"id":"ref-for-dfn-throw\u2460\u2461\u2461"},{"id":"ref-for-dfn-throw\u2460\u2461\u2462"},{"id":"ref-for-dfn-throw\u2460\u2461\u2463"},{"id":"ref-for-dfn-throw\u2460\u2461\u2464"},{"id":"ref-for-dfn-throw\u2460\u2461\u2465"},{"id":"ref-for-dfn-throw\u2460\u2461\u2466"},{"id":"ref-for-dfn-throw\u2460\u2461\u2467"},{"id":"ref-for-dfn-throw\u2460\u2461\u2468"},{"id":"ref-for-dfn-throw\u2460\u2462\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2462\u2460"},{"id":"ref-for-dfn-throw\u2460\u2462\u2461"},{"id":"ref-for-dfn-throw\u2460\u2462\u2462"},{"id":"ref-for-dfn-throw\u2460\u2462\u2463"},{"id":"ref-for-dfn-throw\u2460\u2462\u2464"},{"id":"ref-for-dfn-throw\u2460\u2462\u2465"},{"id":"ref-for-dfn-throw\u2460\u2462\u2466"},{"id":"ref-for-dfn-throw\u2460\u2462\u2467"},{"id":"ref-for-dfn-throw\u2460\u2462\u2468"},{"id":"ref-for-dfn-throw\u2460\u2463\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2463\u2460"},{"id":"ref-for-dfn-throw\u2460\u2463\u2461"},{"id":"ref-for-dfn-throw\u2460\u2463\u2462"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2463\u2463"},{"id":"ref-for-dfn-throw\u2460\u2463\u2464"},{"id":"ref-for-dfn-throw\u2460\u2463\u2465"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2463\u2466"},{"id":"ref-for-dfn-throw\u2460\u2463\u2467"},{"id":"ref-for-dfn-throw\u2460\u2463\u2468"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2464\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2464\u2460"},{"id":"ref-for-dfn-throw\u2460\u2464\u2461"},{"id":"ref-for-dfn-throw\u2460\u2464\u2462"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2464\u2463"},{"id":"ref-for-dfn-throw\u2460\u2464\u2464"},{"id":"ref-for-dfn-throw\u2460\u2464\u2465"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2464\u2466"},{"id":"ref-for-dfn-throw\u2460\u2464\u2467"},{"id":"ref-for-dfn-throw\u2460\u2464\u2468"},{"id":"ref-for-dfn-throw\u2460\u2465\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2465\u2460"},{"id":"ref-for-dfn-throw\u2460\u2465\u2461"},{"id":"ref-for-dfn-throw\u2460\u2465\u2462"},{"id":"ref-for-dfn-throw\u2460\u2465\u2463"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2465\u2464"},{"id":"ref-for-dfn-throw\u2460\u2465\u2465"},{"id":"ref-for-dfn-throw\u2460\u2465\u2466"},{"id":"ref-for-dfn-throw\u2460\u2465\u2467"},{"id":"ref-for-dfn-throw\u2460\u2465\u2468"},{"id":"ref-for-dfn-throw\u2460\u2466\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2466\u2460"},{"id":"ref-for-dfn-throw\u2460\u2466\u2461"},{"id":"ref-for-dfn-throw\u2460\u2466\u2462"},{"id":"ref-for-dfn-throw\u2460\u2466\u2463"},{"id":"ref-for-dfn-throw\u2460\u2466\u2464"},{"id":"ref-for-dfn-throw\u2460\u2466\u2465"},{"id":"ref-for-dfn-throw\u2460\u2466\u2466"},{"id":"ref-for-dfn-throw\u2460\u2466\u2467"},{"id":"ref-for-dfn-throw\u2460\u2466\u2468"},{"id":"ref-for-dfn-throw\u2460\u2467\u24ea"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2467\u2460"},{"id":"ref-for-dfn-throw\u2460\u2467\u2461"},{"id":"ref-for-dfn-throw\u2460\u2467\u2462"},{"id":"ref-for-dfn-throw\u2460\u2467\u2463"},{"id":"ref-for-dfn-throw\u2460\u2467\u2464"},{"id":"ref-for-dfn-throw\u2460\u2467\u2465"},{"id":"ref-for-dfn-throw\u2460\u2467\u2466"},{"id":"ref-for-dfn-throw\u2460\u2467\u2467"},{"id":"ref-for-dfn-throw\u2460\u2467\u2468"},{"id":"ref-for-dfn-throw\u2460\u2468\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2468\u2460"},{"id":"ref-for-dfn-throw\u2460\u2468\u2461"},{"id":"ref-for-dfn-throw\u2460\u2468\u2462"},{"id":"ref-for-dfn-throw\u2460\u2468\u2463"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2468\u2464"},{"id":"ref-for-dfn-throw\u2460\u2468\u2465"},{"id":"ref-for-dfn-throw\u2460\u2468\u2466"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2468\u2467"},{"id":"ref-for-dfn-throw\u2460\u2468\u2468"},{"id":"ref-for-dfn-throw\u2461\u24ea\u24ea"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u24ea\u2460"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2461"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2462"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2463"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2464"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2465"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2466"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2467"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u24ea\u2468"},{"id":"ref-for-dfn-throw\u2461\u2460\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2460\u2460"},{"id":"ref-for-dfn-throw\u2461\u2460\u2461"},{"id":"ref-for-dfn-throw\u2461\u2460\u2462"},{"id":"ref-for-dfn-throw\u2461\u2460\u2463"},{"id":"ref-for-dfn-throw\u2461\u2460\u2464"},{"id":"ref-for-dfn-throw\u2461\u2460\u2465"},{"id":"ref-for-dfn-throw\u2461\u2460\u2466"},{"id":"ref-for-dfn-throw\u2461\u2460\u2467"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2460\u2468"},{"id":"ref-for-dfn-throw\u2461\u2461\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2461\u2460"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2461\u2461"},{"id":"ref-for-dfn-throw\u2461\u2461\u2462"},{"id":"ref-for-dfn-throw\u2461\u2461\u2463"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2461\u2464"},{"id":"ref-for-dfn-throw\u2461\u2461\u2465"},{"id":"ref-for-dfn-throw\u2461\u2461\u2466"},{"id":"ref-for-dfn-throw\u2461\u2461\u2467"},{"id":"ref-for-dfn-throw\u2461\u2461\u2468"},{"id":"ref-for-dfn-throw\u2461\u2462\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2462\u2460"},{"id":"ref-for-dfn-throw\u2461\u2462\u2461"},{"id":"ref-for-dfn-throw\u2461\u2462\u2462"},{"id":"ref-for-dfn-throw\u2461\u2462\u2463"},{"id":"ref-for-dfn-throw\u2461\u2462\u2464"},{"id":"ref-for-dfn-throw\u2461\u2462\u2465"},{"id":"ref-for-dfn-throw\u2461\u2462\u2466"},{"id":"ref-for-dfn-throw\u2461\u2462\u2467"},{"id":"ref-for-dfn-throw\u2461\u2462\u2468"},{"id":"ref-for-dfn-throw\u2461\u2463\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2463\u2460"},{"id":"ref-for-dfn-throw\u2461\u2463\u2461"},{"id":"ref-for-dfn-throw\u2461\u2463\u2462"},{"id":"ref-for-dfn-throw\u2461\u2463\u2463"},{"id":"ref-for-dfn-throw\u2461\u2463\u2464"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2463\u2465"},{"id":"ref-for-dfn-throw\u2461\u2463\u2466"},{"id":"ref-for-dfn-throw\u2461\u2463\u2467"},{"id":"ref-for-dfn-throw\u2461\u2463\u2468"},{"id":"ref-for-dfn-throw\u2461\u2464\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2464\u2460"},{"id":"ref-for-dfn-throw\u2461\u2464\u2461"},{"id":"ref-for-dfn-throw\u2461\u2464\u2462"},{"id":"ref-for-dfn-throw\u2461\u2464\u2463"},{"id":"ref-for-dfn-throw\u2461\u2464\u2464"},{"id":"ref-for-dfn-throw\u2461\u2464\u2465"},{"id":"ref-for-dfn-throw\u2461\u2464\u2466"},{"id":"ref-for-dfn-throw\u2461\u2464\u2467"},{"id":"ref-for-dfn-throw\u2461\u2464\u2468"},{"id":"ref-for-dfn-throw\u2461\u2465\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2465\u2460"},{"id":"ref-for-dfn-throw\u2461\u2465\u2461"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2465\u2462"},{"id":"ref-for-dfn-throw\u2461\u2465\u2463"},{"id":"ref-for-dfn-throw\u2461\u2465\u2464"},{"id":"ref-for-dfn-throw\u2461\u2465\u2465"},{"id":"ref-for-dfn-throw\u2461\u2465\u2466"},{"id":"ref-for-dfn-throw\u2461\u2465\u2467"},{"id":"ref-for-dfn-throw\u2461\u2465\u2468"},{"id":"ref-for-dfn-throw\u2461\u2466\u24ea"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2466\u2460"},{"id":"ref-for-dfn-throw\u2461\u2466\u2461"},{"id":"ref-for-dfn-throw\u2461\u2466\u2462"},{"id":"ref-for-dfn-throw\u2461\u2466\u2463"},{"id":"ref-for-dfn-throw\u2461\u2466\u2464"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2466\u2465"},{"id":"ref-for-dfn-throw\u2461\u2466\u2466"},{"id":"ref-for-dfn-throw\u2461\u2466\u2467"},{"id":"ref-for-dfn-throw\u2461\u2466\u2468"},{"id":"ref-for-dfn-throw\u2461\u2467\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2467\u2460"},{"id":"ref-for-dfn-throw\u2461\u2467\u2461"},{"id":"ref-for-dfn-throw\u2461\u2467\u2462"},{"id":"ref-for-dfn-throw\u2461\u2467\u2463"},{"id":"ref-for-dfn-throw\u2461\u2467\u2464"},{"id":"ref-for-dfn-throw\u2461\u2467\u2465"},{"id":"ref-for-dfn-throw\u2461\u2467\u2466"},{"id":"ref-for-dfn-throw\u2461\u2467\u2467"},{"id":"ref-for-dfn-throw\u2461\u2467\u2468"},{"id":"ref-for-dfn-throw\u2461\u2468\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2468\u2460"},{"id":"ref-for-dfn-throw\u2461\u2468\u2461"},{"id":"ref-for-dfn-throw\u2461\u2468\u2462"},{"id":"ref-for-dfn-throw\u2461\u2468\u2463"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2468\u2464"},{"id":"ref-for-dfn-throw\u2461\u2468\u2465"},{"id":"ref-for-dfn-throw\u2461\u2468\u2466"},{"id":"ref-for-dfn-throw\u2461\u2468\u2467"},{"id":"ref-for-dfn-throw\u2461\u2468\u2468"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u24ea\u24ea"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2460"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2461"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2462"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2463"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2464"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2465"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2466"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2467"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2468"},{"id":"ref-for-dfn-throw\u2462\u2460\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2460\u2460"},{"id":"ref-for-dfn-throw\u2462\u2460\u2461"},{"id":"ref-for-dfn-throw\u2462\u2460\u2462"},{"id":"ref-for-dfn-throw\u2462\u2460\u2463"},{"id":"ref-for-dfn-throw\u2462\u2460\u2464"},{"id":"ref-for-dfn-throw\u2462\u2460\u2465"},{"id":"ref-for-dfn-throw\u2462\u2460\u2466"},{"id":"ref-for-dfn-throw\u2462\u2460\u2467"},{"id":"ref-for-dfn-throw\u2462\u2460\u2468"},{"id":"ref-for-dfn-throw\u2462\u2461\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2461\u2460"},{"id":"ref-for-dfn-throw\u2462\u2461\u2461"},{"id":"ref-for-dfn-throw\u2462\u2461\u2462"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2461\u2463"},{"id":"ref-for-dfn-throw\u2462\u2461\u2464"},{"id":"ref-for-dfn-throw\u2462\u2461\u2465"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2461\u2466"},{"id":"ref-for-dfn-throw\u2462\u2461\u2467"},{"id":"ref-for-dfn-throw\u2462\u2461\u2468"},{"id":"ref-for-dfn-throw\u2462\u2462\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2462\u2460"},{"id":"ref-for-dfn-throw\u2462\u2462\u2461"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2462\u2462"},{"id":"ref-for-dfn-throw\u2462\u2462\u2463"},{"id":"ref-for-dfn-throw\u2462\u2462\u2464"},{"id":"ref-for-dfn-throw\u2462\u2462\u2465"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2462\u2466"},{"id":"ref-for-dfn-throw\u2462\u2462\u2467"},{"id":"ref-for-dfn-throw\u2462\u2462\u2468"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2463\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2463\u2460"},{"id":"ref-for-dfn-throw\u2462\u2463\u2461"},{"id":"ref-for-dfn-throw\u2462\u2463\u2462"},{"id":"ref-for-dfn-throw\u2462\u2463\u2463"},{"id":"ref-for-dfn-throw\u2462\u2463\u2464"},{"id":"ref-for-dfn-throw\u2462\u2463\u2465"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2463\u2466"},{"id":"ref-for-dfn-throw\u2462\u2463\u2467"},{"id":"ref-for-dfn-throw\u2462\u2463\u2468"},{"id":"ref-for-dfn-throw\u2462\u2464\u24ea"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2464\u2460"},{"id":"ref-for-dfn-throw\u2462\u2464\u2461"},{"id":"ref-for-dfn-throw\u2462\u2464\u2462"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2464\u2463"},{"id":"ref-for-dfn-throw\u2462\u2464\u2464"},{"id":"ref-for-dfn-throw\u2462\u2464\u2465"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2464\u2466"},{"id":"ref-for-dfn-throw\u2462\u2464\u2467"},{"id":"ref-for-dfn-throw\u2462\u2464\u2468"},{"id":"ref-for-dfn-throw\u2462\u2465\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2465\u2460"},{"id":"ref-for-dfn-throw\u2462\u2465\u2461"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2465\u2462"},{"id":"ref-for-dfn-throw\u2462\u2465\u2463"},{"id":"ref-for-dfn-throw\u2462\u2465\u2464"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2465\u2465"},{"id":"ref-for-dfn-throw\u2462\u2465\u2466"},{"id":"ref-for-dfn-throw\u2462\u2465\u2467"},{"id":"ref-for-dfn-throw\u2462\u2465\u2468"},{"id":"ref-for-dfn-throw\u2462\u2466\u24ea"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2466\u2460"},{"id":"ref-for-dfn-throw\u2462\u2466\u2461"},{"id":"ref-for-dfn-throw\u2462\u2466\u2462"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2466\u2463"},{"id":"ref-for-dfn-throw\u2462\u2466\u2464"},{"id":"ref-for-dfn-throw\u2462\u2466\u2465"},{"id":"ref-for-dfn-throw\u2462\u2466\u2466"},{"id":"ref-for-dfn-throw\u2462\u2466\u2467"},{"id":"ref-for-dfn-throw\u2462\u2466\u2468"}],"title":"7.7.47. where"}],"url":"https://webidl.spec.whatwg.org/#dfn-throw"},
+"b4cfa5ce": {"dfnID":"b4cfa5ce","dfnText":"throw","external":true,"refSections":[{"refs":[{"id":"ref-for-dfn-throw"}],"title":"7.3.2. compute()"},{"refs":[{"id":"ref-for-dfn-throw\u2460"}],"title":"7.7.1. MLGraphBuilder constructor"},{"refs":[{"id":"ref-for-dfn-throw\u2461"},{"id":"ref-for-dfn-throw\u2462"},{"id":"ref-for-dfn-throw\u2463"},{"id":"ref-for-dfn-throw\u2464"}],"title":"7.7.2. input operands"},{"refs":[{"id":"ref-for-dfn-throw\u2465"},{"id":"ref-for-dfn-throw\u2466"},{"id":"ref-for-dfn-throw\u2467"}],"title":"7.7.3.1. constant(descriptor, bufferView)"},{"refs":[{"id":"ref-for-dfn-throw\u2468"}],"title":"7.7.3.2. constant(type, value)"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2460"},{"id":"ref-for-dfn-throw\u2460\u2461"},{"id":"ref-for-dfn-throw\u2460\u2462"},{"id":"ref-for-dfn-throw\u2460\u2463"},{"id":"ref-for-dfn-throw\u2460\u2464"},{"id":"ref-for-dfn-throw\u2460\u2465"},{"id":"ref-for-dfn-throw\u2460\u2466"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2467"},{"id":"ref-for-dfn-throw\u2460\u2468"},{"id":"ref-for-dfn-throw\u2461\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2460"},{"id":"ref-for-dfn-throw\u2461\u2461"},{"id":"ref-for-dfn-throw\u2461\u2462"},{"id":"ref-for-dfn-throw\u2461\u2463"},{"id":"ref-for-dfn-throw\u2461\u2464"},{"id":"ref-for-dfn-throw\u2461\u2465"},{"id":"ref-for-dfn-throw\u2461\u2466"},{"id":"ref-for-dfn-throw\u2461\u2467"},{"id":"ref-for-dfn-throw\u2461\u2468"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2460"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2461"},{"id":"ref-for-dfn-throw\u2462\u2462"},{"id":"ref-for-dfn-throw\u2462\u2463"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2464"},{"id":"ref-for-dfn-throw\u2462\u2465"},{"id":"ref-for-dfn-throw\u2462\u2466"},{"id":"ref-for-dfn-throw\u2462\u2467"},{"id":"ref-for-dfn-throw\u2462\u2468"},{"id":"ref-for-dfn-throw\u2463\u24ea"},{"id":"ref-for-dfn-throw\u2463\u2460"},{"id":"ref-for-dfn-throw\u2463\u2461"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-dfn-throw\u2463\u2462"},{"id":"ref-for-dfn-throw\u2463\u2463"},{"id":"ref-for-dfn-throw\u2463\u2464"},{"id":"ref-for-dfn-throw\u2463\u2465"},{"id":"ref-for-dfn-throw\u2463\u2466"},{"id":"ref-for-dfn-throw\u2463\u2467"},{"id":"ref-for-dfn-throw\u2463\u2468"},{"id":"ref-for-dfn-throw\u2464\u24ea"},{"id":"ref-for-dfn-throw\u2464\u2460"},{"id":"ref-for-dfn-throw\u2464\u2461"},{"id":"ref-for-dfn-throw\u2464\u2462"},{"id":"ref-for-dfn-throw\u2464\u2463"},{"id":"ref-for-dfn-throw\u2464\u2464"},{"id":"ref-for-dfn-throw\u2464\u2465"},{"id":"ref-for-dfn-throw\u2464\u2466"},{"id":"ref-for-dfn-throw\u2464\u2467"},{"id":"ref-for-dfn-throw\u2464\u2468"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-dfn-throw\u2465\u24ea"},{"id":"ref-for-dfn-throw\u2465\u2460"},{"id":"ref-for-dfn-throw\u2465\u2461"},{"id":"ref-for-dfn-throw\u2465\u2462"},{"id":"ref-for-dfn-throw\u2465\u2463"},{"id":"ref-for-dfn-throw\u2465\u2464"},{"id":"ref-for-dfn-throw\u2465\u2465"},{"id":"ref-for-dfn-throw\u2465\u2466"},{"id":"ref-for-dfn-throw\u2465\u2467"},{"id":"ref-for-dfn-throw\u2465\u2468"},{"id":"ref-for-dfn-throw\u2466\u24ea"},{"id":"ref-for-dfn-throw\u2466\u2460"},{"id":"ref-for-dfn-throw\u2466\u2461"},{"id":"ref-for-dfn-throw\u2466\u2462"},{"id":"ref-for-dfn-throw\u2466\u2463"},{"id":"ref-for-dfn-throw\u2466\u2464"},{"id":"ref-for-dfn-throw\u2466\u2465"},{"id":"ref-for-dfn-throw\u2466\u2466"},{"id":"ref-for-dfn-throw\u2466\u2467"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-dfn-throw\u2466\u2468"},{"id":"ref-for-dfn-throw\u2467\u24ea"},{"id":"ref-for-dfn-throw\u2467\u2460"},{"id":"ref-for-dfn-throw\u2467\u2461"},{"id":"ref-for-dfn-throw\u2467\u2462"},{"id":"ref-for-dfn-throw\u2467\u2463"},{"id":"ref-for-dfn-throw\u2467\u2464"},{"id":"ref-for-dfn-throw\u2467\u2465"},{"id":"ref-for-dfn-throw\u2467\u2466"},{"id":"ref-for-dfn-throw\u2467\u2467"},{"id":"ref-for-dfn-throw\u2467\u2468"},{"id":"ref-for-dfn-throw\u2468\u24ea"},{"id":"ref-for-dfn-throw\u2468\u2460"},{"id":"ref-for-dfn-throw\u2468\u2461"},{"id":"ref-for-dfn-throw\u2468\u2462"},{"id":"ref-for-dfn-throw\u2468\u2463"},{"id":"ref-for-dfn-throw\u2468\u2464"},{"id":"ref-for-dfn-throw\u2468\u2465"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-dfn-throw\u2468\u2466"},{"id":"ref-for-dfn-throw\u2468\u2467"},{"id":"ref-for-dfn-throw\u2468\u2468"},{"id":"ref-for-dfn-throw\u2460\u24ea\u24ea"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2460"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2461"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2462"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2463"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2464"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2465"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2466"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2467"},{"id":"ref-for-dfn-throw\u2460\u24ea\u2468"},{"id":"ref-for-dfn-throw\u2460\u2460\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2460\u2460"},{"id":"ref-for-dfn-throw\u2460\u2460\u2461"},{"id":"ref-for-dfn-throw\u2460\u2460\u2462"},{"id":"ref-for-dfn-throw\u2460\u2460\u2463"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2460\u2464"},{"id":"ref-for-dfn-throw\u2460\u2460\u2465"},{"id":"ref-for-dfn-throw\u2460\u2460\u2466"},{"id":"ref-for-dfn-throw\u2460\u2460\u2467"},{"id":"ref-for-dfn-throw\u2460\u2460\u2468"},{"id":"ref-for-dfn-throw\u2460\u2461\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2461\u2460"},{"id":"ref-for-dfn-throw\u2460\u2461\u2461"},{"id":"ref-for-dfn-throw\u2460\u2461\u2462"},{"id":"ref-for-dfn-throw\u2460\u2461\u2463"},{"id":"ref-for-dfn-throw\u2460\u2461\u2464"},{"id":"ref-for-dfn-throw\u2460\u2461\u2465"},{"id":"ref-for-dfn-throw\u2460\u2461\u2466"},{"id":"ref-for-dfn-throw\u2460\u2461\u2467"},{"id":"ref-for-dfn-throw\u2460\u2461\u2468"},{"id":"ref-for-dfn-throw\u2460\u2462\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2462\u2460"},{"id":"ref-for-dfn-throw\u2460\u2462\u2461"},{"id":"ref-for-dfn-throw\u2460\u2462\u2462"},{"id":"ref-for-dfn-throw\u2460\u2462\u2463"},{"id":"ref-for-dfn-throw\u2460\u2462\u2464"},{"id":"ref-for-dfn-throw\u2460\u2462\u2465"},{"id":"ref-for-dfn-throw\u2460\u2462\u2466"},{"id":"ref-for-dfn-throw\u2460\u2462\u2467"},{"id":"ref-for-dfn-throw\u2460\u2462\u2468"},{"id":"ref-for-dfn-throw\u2460\u2463\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2463\u2460"},{"id":"ref-for-dfn-throw\u2460\u2463\u2461"},{"id":"ref-for-dfn-throw\u2460\u2463\u2462"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2463\u2463"},{"id":"ref-for-dfn-throw\u2460\u2463\u2464"},{"id":"ref-for-dfn-throw\u2460\u2463\u2465"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2463\u2466"},{"id":"ref-for-dfn-throw\u2460\u2463\u2467"},{"id":"ref-for-dfn-throw\u2460\u2463\u2468"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2464\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2464\u2460"},{"id":"ref-for-dfn-throw\u2460\u2464\u2461"},{"id":"ref-for-dfn-throw\u2460\u2464\u2462"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2464\u2463"},{"id":"ref-for-dfn-throw\u2460\u2464\u2464"},{"id":"ref-for-dfn-throw\u2460\u2464\u2465"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2464\u2466"},{"id":"ref-for-dfn-throw\u2460\u2464\u2467"},{"id":"ref-for-dfn-throw\u2460\u2464\u2468"},{"id":"ref-for-dfn-throw\u2460\u2465\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2465\u2460"},{"id":"ref-for-dfn-throw\u2460\u2465\u2461"},{"id":"ref-for-dfn-throw\u2460\u2465\u2462"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2465\u2463"},{"id":"ref-for-dfn-throw\u2460\u2465\u2464"},{"id":"ref-for-dfn-throw\u2460\u2465\u2465"},{"id":"ref-for-dfn-throw\u2460\u2465\u2466"},{"id":"ref-for-dfn-throw\u2460\u2465\u2467"},{"id":"ref-for-dfn-throw\u2460\u2465\u2468"},{"id":"ref-for-dfn-throw\u2460\u2466\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2466\u2460"},{"id":"ref-for-dfn-throw\u2460\u2466\u2461"},{"id":"ref-for-dfn-throw\u2460\u2466\u2462"},{"id":"ref-for-dfn-throw\u2460\u2466\u2463"},{"id":"ref-for-dfn-throw\u2460\u2466\u2464"},{"id":"ref-for-dfn-throw\u2460\u2466\u2465"},{"id":"ref-for-dfn-throw\u2460\u2466\u2466"},{"id":"ref-for-dfn-throw\u2460\u2466\u2467"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2466\u2468"},{"id":"ref-for-dfn-throw\u2460\u2467\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2467\u2460"},{"id":"ref-for-dfn-throw\u2460\u2467\u2461"},{"id":"ref-for-dfn-throw\u2460\u2467\u2462"},{"id":"ref-for-dfn-throw\u2460\u2467\u2463"},{"id":"ref-for-dfn-throw\u2460\u2467\u2464"},{"id":"ref-for-dfn-throw\u2460\u2467\u2465"},{"id":"ref-for-dfn-throw\u2460\u2467\u2466"},{"id":"ref-for-dfn-throw\u2460\u2467\u2467"},{"id":"ref-for-dfn-throw\u2460\u2467\u2468"},{"id":"ref-for-dfn-throw\u2460\u2468\u24ea"},{"id":"ref-for-dfn-throw\u2460\u2468\u2460"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2468\u2461"},{"id":"ref-for-dfn-throw\u2460\u2468\u2462"},{"id":"ref-for-dfn-throw\u2460\u2468\u2463"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2468\u2464"},{"id":"ref-for-dfn-throw\u2460\u2468\u2465"},{"id":"ref-for-dfn-throw\u2460\u2468\u2466"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-dfn-throw\u2460\u2468\u2467"},{"id":"ref-for-dfn-throw\u2460\u2468\u2468"},{"id":"ref-for-dfn-throw\u2461\u24ea\u24ea"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2460"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2461"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2462"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2463"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2464"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u24ea\u2465"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2466"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2467"},{"id":"ref-for-dfn-throw\u2461\u24ea\u2468"},{"id":"ref-for-dfn-throw\u2461\u2460\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2460\u2460"},{"id":"ref-for-dfn-throw\u2461\u2460\u2461"},{"id":"ref-for-dfn-throw\u2461\u2460\u2462"},{"id":"ref-for-dfn-throw\u2461\u2460\u2463"},{"id":"ref-for-dfn-throw\u2461\u2460\u2464"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2460\u2465"},{"id":"ref-for-dfn-throw\u2461\u2460\u2466"},{"id":"ref-for-dfn-throw\u2461\u2460\u2467"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2460\u2468"},{"id":"ref-for-dfn-throw\u2461\u2461\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2461\u2460"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2461\u2461"},{"id":"ref-for-dfn-throw\u2461\u2461\u2462"},{"id":"ref-for-dfn-throw\u2461\u2461\u2463"},{"id":"ref-for-dfn-throw\u2461\u2461\u2464"},{"id":"ref-for-dfn-throw\u2461\u2461\u2465"},{"id":"ref-for-dfn-throw\u2461\u2461\u2466"},{"id":"ref-for-dfn-throw\u2461\u2461\u2467"},{"id":"ref-for-dfn-throw\u2461\u2461\u2468"},{"id":"ref-for-dfn-throw\u2461\u2462\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2462\u2460"},{"id":"ref-for-dfn-throw\u2461\u2462\u2461"},{"id":"ref-for-dfn-throw\u2461\u2462\u2462"},{"id":"ref-for-dfn-throw\u2461\u2462\u2463"},{"id":"ref-for-dfn-throw\u2461\u2462\u2464"},{"id":"ref-for-dfn-throw\u2461\u2462\u2465"},{"id":"ref-for-dfn-throw\u2461\u2462\u2466"},{"id":"ref-for-dfn-throw\u2461\u2462\u2467"},{"id":"ref-for-dfn-throw\u2461\u2462\u2468"},{"id":"ref-for-dfn-throw\u2461\u2463\u24ea"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2463\u2460"},{"id":"ref-for-dfn-throw\u2461\u2463\u2461"},{"id":"ref-for-dfn-throw\u2461\u2463\u2462"},{"id":"ref-for-dfn-throw\u2461\u2463\u2463"},{"id":"ref-for-dfn-throw\u2461\u2463\u2464"},{"id":"ref-for-dfn-throw\u2461\u2463\u2465"},{"id":"ref-for-dfn-throw\u2461\u2463\u2466"},{"id":"ref-for-dfn-throw\u2461\u2463\u2467"},{"id":"ref-for-dfn-throw\u2461\u2463\u2468"},{"id":"ref-for-dfn-throw\u2461\u2464\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2464\u2460"},{"id":"ref-for-dfn-throw\u2461\u2464\u2461"},{"id":"ref-for-dfn-throw\u2461\u2464\u2462"},{"id":"ref-for-dfn-throw\u2461\u2464\u2463"},{"id":"ref-for-dfn-throw\u2461\u2464\u2464"},{"id":"ref-for-dfn-throw\u2461\u2464\u2465"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2464\u2466"},{"id":"ref-for-dfn-throw\u2461\u2464\u2467"},{"id":"ref-for-dfn-throw\u2461\u2464\u2468"},{"id":"ref-for-dfn-throw\u2461\u2465\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2465\u2460"},{"id":"ref-for-dfn-throw\u2461\u2465\u2461"},{"id":"ref-for-dfn-throw\u2461\u2465\u2462"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2465\u2463"},{"id":"ref-for-dfn-throw\u2461\u2465\u2464"},{"id":"ref-for-dfn-throw\u2461\u2465\u2465"},{"id":"ref-for-dfn-throw\u2461\u2465\u2466"},{"id":"ref-for-dfn-throw\u2461\u2465\u2467"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2465\u2468"},{"id":"ref-for-dfn-throw\u2461\u2466\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2466\u2460"},{"id":"ref-for-dfn-throw\u2461\u2466\u2461"},{"id":"ref-for-dfn-throw\u2461\u2466\u2462"},{"id":"ref-for-dfn-throw\u2461\u2466\u2463"},{"id":"ref-for-dfn-throw\u2461\u2466\u2464"},{"id":"ref-for-dfn-throw\u2461\u2466\u2465"},{"id":"ref-for-dfn-throw\u2461\u2466\u2466"},{"id":"ref-for-dfn-throw\u2461\u2466\u2467"},{"id":"ref-for-dfn-throw\u2461\u2466\u2468"},{"id":"ref-for-dfn-throw\u2461\u2467\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2467\u2460"},{"id":"ref-for-dfn-throw\u2461\u2467\u2461"},{"id":"ref-for-dfn-throw\u2461\u2467\u2462"},{"id":"ref-for-dfn-throw\u2461\u2467\u2463"},{"id":"ref-for-dfn-throw\u2461\u2467\u2464"},{"id":"ref-for-dfn-throw\u2461\u2467\u2465"},{"id":"ref-for-dfn-throw\u2461\u2467\u2466"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2467\u2467"},{"id":"ref-for-dfn-throw\u2461\u2467\u2468"},{"id":"ref-for-dfn-throw\u2461\u2468\u24ea"},{"id":"ref-for-dfn-throw\u2461\u2468\u2460"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-dfn-throw\u2461\u2468\u2461"},{"id":"ref-for-dfn-throw\u2461\u2468\u2462"},{"id":"ref-for-dfn-throw\u2461\u2468\u2463"},{"id":"ref-for-dfn-throw\u2461\u2468\u2464"},{"id":"ref-for-dfn-throw\u2461\u2468\u2465"},{"id":"ref-for-dfn-throw\u2461\u2468\u2466"},{"id":"ref-for-dfn-throw\u2461\u2468\u2467"},{"id":"ref-for-dfn-throw\u2461\u2468\u2468"},{"id":"ref-for-dfn-throw\u2462\u24ea\u24ea"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2460"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2461"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2462"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2463"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2464"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2465"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2466"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2467"},{"id":"ref-for-dfn-throw\u2462\u24ea\u2468"},{"id":"ref-for-dfn-throw\u2462\u2460\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2460\u2460"},{"id":"ref-for-dfn-throw\u2462\u2460\u2461"},{"id":"ref-for-dfn-throw\u2462\u2460\u2462"},{"id":"ref-for-dfn-throw\u2462\u2460\u2463"},{"id":"ref-for-dfn-throw\u2462\u2460\u2464"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2460\u2465"},{"id":"ref-for-dfn-throw\u2462\u2460\u2466"},{"id":"ref-for-dfn-throw\u2462\u2460\u2467"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2460\u2468"},{"id":"ref-for-dfn-throw\u2462\u2461\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2461\u2460"},{"id":"ref-for-dfn-throw\u2462\u2461\u2461"},{"id":"ref-for-dfn-throw\u2462\u2461\u2462"},{"id":"ref-for-dfn-throw\u2462\u2461\u2463"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2461\u2464"},{"id":"ref-for-dfn-throw\u2462\u2461\u2465"},{"id":"ref-for-dfn-throw\u2462\u2461\u2466"},{"id":"ref-for-dfn-throw\u2462\u2461\u2467"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2461\u2468"},{"id":"ref-for-dfn-throw\u2462\u2462\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2462\u2460"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2462\u2461"},{"id":"ref-for-dfn-throw\u2462\u2462\u2462"},{"id":"ref-for-dfn-throw\u2462\u2462\u2463"},{"id":"ref-for-dfn-throw\u2462\u2462\u2464"},{"id":"ref-for-dfn-throw\u2462\u2462\u2465"},{"id":"ref-for-dfn-throw\u2462\u2462\u2466"},{"id":"ref-for-dfn-throw\u2462\u2462\u2467"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2462\u2468"},{"id":"ref-for-dfn-throw\u2462\u2463\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2463\u2460"},{"id":"ref-for-dfn-throw\u2462\u2463\u2461"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2463\u2462"},{"id":"ref-for-dfn-throw\u2462\u2463\u2463"},{"id":"ref-for-dfn-throw\u2462\u2463\u2464"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2463\u2465"},{"id":"ref-for-dfn-throw\u2462\u2463\u2466"},{"id":"ref-for-dfn-throw\u2462\u2463\u2467"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2463\u2468"},{"id":"ref-for-dfn-throw\u2462\u2464\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2464\u2460"},{"id":"ref-for-dfn-throw\u2462\u2464\u2461"},{"id":"ref-for-dfn-throw\u2462\u2464\u2462"},{"id":"ref-for-dfn-throw\u2462\u2464\u2463"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2464\u2464"},{"id":"ref-for-dfn-throw\u2462\u2464\u2465"},{"id":"ref-for-dfn-throw\u2462\u2464\u2466"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2464\u2467"},{"id":"ref-for-dfn-throw\u2462\u2464\u2468"},{"id":"ref-for-dfn-throw\u2462\u2465\u24ea"},{"id":"ref-for-dfn-throw\u2462\u2465\u2460"},{"id":"ref-for-dfn-throw\u2462\u2465\u2461"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2465\u2462"},{"id":"ref-for-dfn-throw\u2462\u2465\u2463"},{"id":"ref-for-dfn-throw\u2462\u2465\u2464"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-dfn-throw\u2462\u2465\u2465"},{"id":"ref-for-dfn-throw\u2462\u2465\u2466"},{"id":"ref-for-dfn-throw\u2462\u2465\u2467"},{"id":"ref-for-dfn-throw\u2462\u2465\u2468"},{"id":"ref-for-dfn-throw\u2462\u2466\u24ea"}],"title":"7.7.47. where"}],"url":"https://webidl.spec.whatwg.org/#dfn-throw"},
 "b75bb3bd": {"dfnID":"b75bb3bd","dfnText":"SecureContext","external":true,"refSections":[{"refs":[{"id":"ref-for-SecureContext"}],"title":"7.1. The navigator.ml interface"},{"refs":[{"id":"ref-for-SecureContext\u2460"}],"title":"7.2. ML interface"},{"refs":[{"id":"ref-for-SecureContext\u2461"}],"title":"7.3. MLContext interface"},{"refs":[{"id":"ref-for-SecureContext\u2462"}],"title":"7.4. MLGraph interface"},{"refs":[{"id":"ref-for-SecureContext\u2463"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-SecureContext\u2464"}],"title":"7.7. MLGraphBuilder interface"}],"url":"https://webidl.spec.whatwg.org/#SecureContext"},
 "b8308563": {"dfnID":"b8308563","dfnText":"DedicatedWorkerGlobalScope","external":true,"refSections":[{"refs":[{"id":"ref-for-dedicatedworkerglobalscope"}],"title":"7.1. The navigator.ml interface"}],"url":"https://html.spec.whatwg.org/multipage/workers.html#dedicatedworkerglobalscope"},
 "bb1ee2ba": {"dfnID":"bb1ee2ba","dfnText":"BigUint64Array","external":true,"refSections":[{"refs":[{"id":"ref-for-idl-BigUint64Array"}],"title":"11.1. MLOperandDataType and ArrayBufferView compatibility"}],"url":"https://webidl.spec.whatwg.org/#idl-BigUint64Array"},
 "bdbd19d1": {"dfnID":"bdbd19d1","dfnText":"Promise","external":true,"refSections":[{"refs":[{"id":"ref-for-idl-promise"}],"title":"6.1. Overview"},{"refs":[{"id":"ref-for-idl-promise\u2460"},{"id":"ref-for-idl-promise\u2461"}],"title":"7.2. ML interface"},{"refs":[{"id":"ref-for-idl-promise\u2462"}],"title":"7.3. MLContext interface"},{"refs":[{"id":"ref-for-idl-promise\u2463"}],"title":"7.3.2. compute()"},{"refs":[{"id":"ref-for-idl-promise\u2464"}],"title":"7.7. MLGraphBuilder interface"}],"url":"https://webidl.spec.whatwg.org/#idl-promise"},
 "bdcd112d": {"dfnID":"bdcd112d","dfnText":"bigint","external":true,"refSections":[{"refs":[{"id":"ref-for-idl-bigint"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-idl-bigint\u2460"}],"title":"7.6.1.1. MLNumber"}],"url":"https://webidl.spec.whatwg.org/#idl-bigint"},
 "be0c27b2": {"dfnID":"be0c27b2","dfnText":"Navigator","external":true,"refSections":[{"refs":[{"id":"ref-for-navigator"},{"id":"ref-for-navigator\u2460"}],"title":"7.1. The navigator.ml interface"}],"url":"https://html.spec.whatwg.org/multipage/system-state.html#navigator"},
-"bidirectionally-broadcastable": {"dfnID":"bidirectionally-broadcastable","dfnText":"bidirectionally broadcastable","external":false,"refSections":[{"refs":[{"id":"ref-for-bidirectionally-broadcastable"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-bidirectionally-broadcastable\u2460"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-bidirectionally-broadcastable\u2461"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-bidirectionally-broadcastable\u2462"},{"id":"ref-for-bidirectionally-broadcastable\u2463"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-bidirectionally-broadcastable\u2464"}],"title":"7.7.47. where"},{"refs":[{"id":"ref-for-bidirectionally-broadcastable\u2465"}],"title":"8.1. Broadcasting"}],"url":"#bidirectionally-broadcastable"},
+"bidirectionally-broadcastable": {"dfnID":"bidirectionally-broadcastable","dfnText":"bidirectionally broadcastable","external":false,"refSections":[{"refs":[{"id":"ref-for-bidirectionally-broadcastable"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-bidirectionally-broadcastable\u2460"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-bidirectionally-broadcastable\u2461"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-bidirectionally-broadcastable\u2462"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-bidirectionally-broadcastable\u2463"},{"id":"ref-for-bidirectionally-broadcastable\u2464"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-bidirectionally-broadcastable\u2465"}],"title":"7.7.47. where"},{"refs":[{"id":"ref-for-bidirectionally-broadcastable\u2466"}],"title":"8.1. Broadcasting"}],"url":"#bidirectionally-broadcastable"},
 "bidirectionally-broadcasting": {"dfnID":"bidirectionally-broadcasting","dfnText":"bidirectionally broadcast the shapes","external":false,"refSections":[{"refs":[{"id":"ref-for-bidirectionally-broadcasting"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-bidirectionally-broadcasting\u2460"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-bidirectionally-broadcasting\u2461"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-bidirectionally-broadcasting\u2462"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-bidirectionally-broadcasting\u2463"},{"id":"ref-for-bidirectionally-broadcasting\u2464"}],"title":"7.7.47. where"},{"refs":[{"id":"ref-for-bidirectionally-broadcasting\u2465"}],"title":"8.1. Broadcasting"}],"url":"#bidirectionally-broadcasting"},
 "broadcasting": {"dfnID":"broadcasting","dfnText":"Broadcasting","external":false,"refSections":[{"refs":[{"id":"ref-for-broadcasting"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-broadcasting\u2460"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-broadcasting\u2461"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-broadcasting\u2462"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-broadcasting\u2463"}],"title":"7.7.47. where"}],"url":"#broadcasting"},
 "c01cbda0": {"dfnID":"c01cbda0","dfnText":"EnforceRange","external":true,"refSections":[{"refs":[{"id":"ref-for-EnforceRange"}],"title":"7.5. MLOperandDescriptor dictionary"},{"refs":[{"id":"ref-for-EnforceRange\u2460"},{"id":"ref-for-EnforceRange\u2461"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-EnforceRange\u2462"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-EnforceRange\u2463"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-EnforceRange\u2464"},{"id":"ref-for-EnforceRange\u2465"},{"id":"ref-for-EnforceRange\u2466"},{"id":"ref-for-EnforceRange\u2467"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-EnforceRange\u2468"},{"id":"ref-for-EnforceRange\u2460\u24ea"},{"id":"ref-for-EnforceRange\u2460\u2460"},{"id":"ref-for-EnforceRange\u2460\u2461"},{"id":"ref-for-EnforceRange\u2460\u2462"},{"id":"ref-for-EnforceRange\u2460\u2463"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-EnforceRange\u2460\u2464"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-EnforceRange\u2460\u2465"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-EnforceRange\u2460\u2466"},{"id":"ref-for-EnforceRange\u2460\u2467"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-EnforceRange\u2460\u2468"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-EnforceRange\u2461\u24ea"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-EnforceRange\u2461\u2460"},{"id":"ref-for-EnforceRange\u2461\u2461"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-EnforceRange\u2461\u2462"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-EnforceRange\u2461\u2463"},{"id":"ref-for-EnforceRange\u2461\u2464"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-EnforceRange\u2461\u2465"},{"id":"ref-for-EnforceRange\u2461\u2466"},{"id":"ref-for-EnforceRange\u2461\u2467"},{"id":"ref-for-EnforceRange\u2461\u2468"},{"id":"ref-for-EnforceRange\u2462\u24ea"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-EnforceRange\u2462\u2460"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-EnforceRange\u2462\u2461"},{"id":"ref-for-EnforceRange\u2462\u2462"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-EnforceRange\u2462\u2463"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-EnforceRange\u2462\u2464"},{"id":"ref-for-EnforceRange\u2462\u2465"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-EnforceRange\u2462\u2466"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-EnforceRange\u2462\u2467"},{"id":"ref-for-EnforceRange\u2462\u2468"},{"id":"ref-for-EnforceRange\u2463\u24ea"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-EnforceRange\u2463\u2460"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-EnforceRange\u2463\u2461"}],"title":"7.7.46. triangular"}],"url":"https://webidl.spec.whatwg.org/#EnforceRange"},
@@ -11745,9 +12473,9 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "dom-mlargminmaxoptions-keepdimensions": {"dfnID":"dom-mlargminmaxoptions-keepdimensions","dfnText":"keepDimensions","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlargminmaxoptions-keepdimensions"},{"id":"ref-for-dom-mlargminmaxoptions-keepdimensions\u2460"}],"title":"7.7.5. argMin/argMax operations"}],"url":"#dom-mlargminmaxoptions-keepdimensions"},
 "dom-mlargminmaxoptions-outputdatatype": {"dfnID":"dom-mlargminmaxoptions-outputdatatype","dfnText":"outputDataType","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlargminmaxoptions-outputdatatype"},{"id":"ref-for-dom-mlargminmaxoptions-outputdatatype\u2460"},{"id":"ref-for-dom-mlargminmaxoptions-outputdatatype\u2461"},{"id":"ref-for-dom-mlargminmaxoptions-outputdatatype\u2462"}],"title":"7.7.5. argMin/argMax operations"}],"url":"#dom-mlargminmaxoptions-outputdatatype"},
 "dom-mlbatchnormalizationoptions-axis": {"dfnID":"dom-mlbatchnormalizationoptions-axis","dfnText":"axis","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlbatchnormalizationoptions-axis"},{"id":"ref-for-dom-mlbatchnormalizationoptions-axis\u2460"},{"id":"ref-for-dom-mlbatchnormalizationoptions-axis\u2461"},{"id":"ref-for-dom-mlbatchnormalizationoptions-axis\u2462"},{"id":"ref-for-dom-mlbatchnormalizationoptions-axis\u2463"},{"id":"ref-for-dom-mlbatchnormalizationoptions-axis\u2464"},{"id":"ref-for-dom-mlbatchnormalizationoptions-axis\u2465"},{"id":"ref-for-dom-mlbatchnormalizationoptions-axis\u2466"},{"id":"ref-for-dom-mlbatchnormalizationoptions-axis\u2467"},{"id":"ref-for-dom-mlbatchnormalizationoptions-axis\u2468"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlbatchnormalizationoptions-axis"},
-"dom-mlbatchnormalizationoptions-bias": {"dfnID":"dom-mlbatchnormalizationoptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlbatchnormalizationoptions-bias"},{"id":"ref-for-dom-mlbatchnormalizationoptions-bias\u2460"},{"id":"ref-for-dom-mlbatchnormalizationoptions-bias\u2461"},{"id":"ref-for-dom-mlbatchnormalizationoptions-bias\u2462"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlbatchnormalizationoptions-bias"},
+"dom-mlbatchnormalizationoptions-bias": {"dfnID":"dom-mlbatchnormalizationoptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlbatchnormalizationoptions-bias"},{"id":"ref-for-dom-mlbatchnormalizationoptions-bias\u2460"},{"id":"ref-for-dom-mlbatchnormalizationoptions-bias\u2461"},{"id":"ref-for-dom-mlbatchnormalizationoptions-bias\u2462"},{"id":"ref-for-dom-mlbatchnormalizationoptions-bias\u2463"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlbatchnormalizationoptions-bias"},
 "dom-mlbatchnormalizationoptions-epsilon": {"dfnID":"dom-mlbatchnormalizationoptions-epsilon","dfnText":"epsilon","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlbatchnormalizationoptions-epsilon"},{"id":"ref-for-dom-mlbatchnormalizationoptions-epsilon\u2460"},{"id":"ref-for-dom-mlbatchnormalizationoptions-epsilon\u2461"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlbatchnormalizationoptions-epsilon"},
-"dom-mlbatchnormalizationoptions-scale": {"dfnID":"dom-mlbatchnormalizationoptions-scale","dfnText":"scale","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlbatchnormalizationoptions-scale"},{"id":"ref-for-dom-mlbatchnormalizationoptions-scale\u2460"},{"id":"ref-for-dom-mlbatchnormalizationoptions-scale\u2461"},{"id":"ref-for-dom-mlbatchnormalizationoptions-scale\u2462"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlbatchnormalizationoptions-scale"},
+"dom-mlbatchnormalizationoptions-scale": {"dfnID":"dom-mlbatchnormalizationoptions-scale","dfnText":"scale","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlbatchnormalizationoptions-scale"},{"id":"ref-for-dom-mlbatchnormalizationoptions-scale\u2460"},{"id":"ref-for-dom-mlbatchnormalizationoptions-scale\u2461"},{"id":"ref-for-dom-mlbatchnormalizationoptions-scale\u2462"},{"id":"ref-for-dom-mlbatchnormalizationoptions-scale\u2463"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlbatchnormalizationoptions-scale"},
 "dom-mlbatchnormalizationsupportlimits-bias": {"dfnID":"dom-mlbatchnormalizationsupportlimits-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlbatchnormalizationsupportlimits-bias"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlbatchnormalizationsupportlimits-bias"},
 "dom-mlbatchnormalizationsupportlimits-input": {"dfnID":"dom-mlbatchnormalizationsupportlimits-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlbatchnormalizationsupportlimits-input"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlbatchnormalizationsupportlimits-input"},
 "dom-mlbatchnormalizationsupportlimits-mean": {"dfnID":"dom-mlbatchnormalizationsupportlimits-mean","dfnText":"mean","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlbatchnormalizationsupportlimits-mean"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlbatchnormalizationsupportlimits-mean"},
@@ -11777,7 +12505,7 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "dom-mlconv2dfilteroperandlayout-ihwo": {"dfnID":"dom-mlconv2dfilteroperandlayout-ihwo","dfnText":"\"ihwo\"","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlconv2dfilteroperandlayout-ihwo"},{"id":"ref-for-dom-mlconv2dfilteroperandlayout-ihwo\u2460"},{"id":"ref-for-dom-mlconv2dfilteroperandlayout-ihwo\u2461"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlconv2dfilteroperandlayout-ihwo"},
 "dom-mlconv2dfilteroperandlayout-ohwi": {"dfnID":"dom-mlconv2dfilteroperandlayout-ohwi","dfnText":"\"ohwi\"","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlconv2dfilteroperandlayout-ohwi"},{"id":"ref-for-dom-mlconv2dfilteroperandlayout-ohwi\u2460"},{"id":"ref-for-dom-mlconv2dfilteroperandlayout-ohwi\u2461"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlconv2dfilteroperandlayout-ohwi"},
 "dom-mlconv2dfilteroperandlayout-oihw": {"dfnID":"dom-mlconv2dfilteroperandlayout-oihw","dfnText":"\"oihw\"","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlconv2dfilteroperandlayout-oihw"},{"id":"ref-for-dom-mlconv2dfilteroperandlayout-oihw\u2460"},{"id":"ref-for-dom-mlconv2dfilteroperandlayout-oihw\u2461"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlconv2dfilteroperandlayout-oihw"},
-"dom-mlconv2doptions-bias": {"dfnID":"dom-mlconv2doptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlconv2doptions-bias"},{"id":"ref-for-dom-mlconv2doptions-bias\u2460"},{"id":"ref-for-dom-mlconv2doptions-bias\u2461"},{"id":"ref-for-dom-mlconv2doptions-bias\u2462"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-dom-mlconv2doptions-bias\u2463"}],"title":"7.7.11. convTranspose2d"}],"url":"#dom-mlconv2doptions-bias"},
+"dom-mlconv2doptions-bias": {"dfnID":"dom-mlconv2doptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlconv2doptions-bias"},{"id":"ref-for-dom-mlconv2doptions-bias\u2460"},{"id":"ref-for-dom-mlconv2doptions-bias\u2461"},{"id":"ref-for-dom-mlconv2doptions-bias\u2462"},{"id":"ref-for-dom-mlconv2doptions-bias\u2463"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-dom-mlconv2doptions-bias\u2464"},{"id":"ref-for-dom-mlconv2doptions-bias\u2465"}],"title":"7.7.11. convTranspose2d"}],"url":"#dom-mlconv2doptions-bias"},
 "dom-mlconv2doptions-dilations": {"dfnID":"dom-mlconv2doptions-dilations","dfnText":"dilations","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlconv2doptions-dilations"},{"id":"ref-for-dom-mlconv2doptions-dilations\u2460"},{"id":"ref-for-dom-mlconv2doptions-dilations\u2461"},{"id":"ref-for-dom-mlconv2doptions-dilations\u2462"},{"id":"ref-for-dom-mlconv2doptions-dilations\u2463"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlconv2doptions-dilations"},
 "dom-mlconv2doptions-filterlayout": {"dfnID":"dom-mlconv2doptions-filterlayout","dfnText":"filterLayout","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlconv2doptions-filterlayout"},{"id":"ref-for-dom-mlconv2doptions-filterlayout\u2460"},{"id":"ref-for-dom-mlconv2doptions-filterlayout\u2461"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlconv2doptions-filterlayout"},
 "dom-mlconv2doptions-groups": {"dfnID":"dom-mlconv2doptions-groups","dfnText":"groups","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlconv2doptions-groups"},{"id":"ref-for-dom-mlconv2doptions-groups\u2460"},{"id":"ref-for-dom-mlconv2doptions-groups\u2461"},{"id":"ref-for-dom-mlconv2doptions-groups\u2462"},{"id":"ref-for-dom-mlconv2doptions-groups\u2463"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlconv2doptions-groups"},
@@ -11812,7 +12540,7 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "dom-mlgemmoptions-atranspose": {"dfnID":"dom-mlgemmoptions-atranspose","dfnText":"aTranspose","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgemmoptions-atranspose"},{"id":"ref-for-dom-mlgemmoptions-atranspose\u2460"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgemmoptions-atranspose"},
 "dom-mlgemmoptions-beta": {"dfnID":"dom-mlgemmoptions-beta","dfnText":"beta","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgemmoptions-beta"},{"id":"ref-for-dom-mlgemmoptions-beta\u2460"},{"id":"ref-for-dom-mlgemmoptions-beta\u2461"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgemmoptions-beta"},
 "dom-mlgemmoptions-btranspose": {"dfnID":"dom-mlgemmoptions-btranspose","dfnText":"bTranspose","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgemmoptions-btranspose"},{"id":"ref-for-dom-mlgemmoptions-btranspose\u2460"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgemmoptions-btranspose"},
-"dom-mlgemmoptions-c": {"dfnID":"dom-mlgemmoptions-c","dfnText":"c","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgemmoptions-c"},{"id":"ref-for-dom-mlgemmoptions-c\u2460"},{"id":"ref-for-dom-mlgemmoptions-c\u2461"},{"id":"ref-for-dom-mlgemmoptions-c\u2462"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgemmoptions-c"},
+"dom-mlgemmoptions-c": {"dfnID":"dom-mlgemmoptions-c","dfnText":"c","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgemmoptions-c"},{"id":"ref-for-dom-mlgemmoptions-c\u2460"},{"id":"ref-for-dom-mlgemmoptions-c\u2461"},{"id":"ref-for-dom-mlgemmoptions-c\u2462"},{"id":"ref-for-dom-mlgemmoptions-c\u2463"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgemmoptions-c"},
 "dom-mlgemmsupportlimits-a": {"dfnID":"dom-mlgemmsupportlimits-a","dfnText":"a","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgemmsupportlimits-a"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgemmsupportlimits-a"},
 "dom-mlgemmsupportlimits-b": {"dfnID":"dom-mlgemmsupportlimits-b","dfnText":"b","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgemmsupportlimits-b"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgemmsupportlimits-b"},
 "dom-mlgemmsupportlimits-c": {"dfnID":"dom-mlgemmsupportlimits-c","dfnText":"c","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgemmsupportlimits-c"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgemmsupportlimits-c"},
@@ -11822,38 +12550,38 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "dom-mlgraph-inputdescriptors-slot": {"dfnID":"dom-mlgraph-inputdescriptors-slot","dfnText":"[[inputDescriptors]]","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraph-inputdescriptors-slot"}],"title":"7.3. MLContext interface"},{"refs":[{"id":"ref-for-dom-mlgraph-inputdescriptors-slot\u2460"}],"title":"7.3.2. compute()"},{"refs":[{"id":"ref-for-dom-mlgraph-inputdescriptors-slot\u2461"}],"title":"7.7.4. build method"}],"url":"#dom-mlgraph-inputdescriptors-slot"},
 "dom-mlgraph-outputdescriptors-slot": {"dfnID":"dom-mlgraph-outputdescriptors-slot","dfnText":"[[outputDescriptors]]","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraph-outputdescriptors-slot"}],"title":"7.3. MLContext interface"},{"refs":[{"id":"ref-for-dom-mlgraph-outputdescriptors-slot\u2460"},{"id":"ref-for-dom-mlgraph-outputdescriptors-slot\u2461"}],"title":"7.3.2. compute()"},{"refs":[{"id":"ref-for-dom-mlgraph-outputdescriptors-slot\u2462"}],"title":"7.7.4. build method"}],"url":"#dom-mlgraph-outputdescriptors-slot"},
 "dom-mlgraphbuilder-abs": {"dfnID":"dom-mlgraphbuilder-abs","dfnText":"abs(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-abs"},{"id":"ref-for-dom-mlgraphbuilder-abs\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-abs"},
-"dom-mlgraphbuilder-abs-input-options-input": {"dfnID":"dom-mlgraphbuilder-abs-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2462"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2463"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2464"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2465"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2466"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2467"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2468"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2460\u24ea"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2460\u2460"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2460\u2461"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-abs-input-options-input"},
+"dom-mlgraphbuilder-abs-input-options-input": {"dfnID":"dom-mlgraphbuilder-abs-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2462"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2463"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2464"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2465"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2466"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2467"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2468"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2460\u24ea"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2460\u2460"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2460\u2461"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-input\u2460\u2462"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-abs-input-options-input"},
 "dom-mlgraphbuilder-abs-input-options-options": {"dfnID":"dom-mlgraphbuilder-abs-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2460"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2461"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2462"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2463"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2464"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2465"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2466"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2467"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2468"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2460\u24ea"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2460\u2460"},{"id":"ref-for-dom-mlgraphbuilder-abs-input-options-options\u2460\u2461"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-abs-input-options-options"},
 "dom-mlgraphbuilder-add": {"dfnID":"dom-mlgraphbuilder-add","dfnText":"add(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-add"},{"id":"ref-for-dom-mlgraphbuilder-add\u2460"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-add\u2461"}],"title":"8.1. Broadcasting"}],"url":"#dom-mlgraphbuilder-add"},
-"dom-mlgraphbuilder-add-a-b-options-a": {"dfnID":"dom-mlgraphbuilder-add-a-b-options-a","dfnText":"a","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2460"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2461"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2462"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2463"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2464"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2465"}],"title":"7.7.12. Element-wise binary operations"}],"url":"#dom-mlgraphbuilder-add-a-b-options-a"},
-"dom-mlgraphbuilder-add-a-b-options-b": {"dfnID":"dom-mlgraphbuilder-add-a-b-options-b","dfnText":"b","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2460"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2461"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2462"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2463"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2464"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2465"}],"title":"7.7.12. Element-wise binary operations"}],"url":"#dom-mlgraphbuilder-add-a-b-options-b"},
+"dom-mlgraphbuilder-add-a-b-options-a": {"dfnID":"dom-mlgraphbuilder-add-a-b-options-a","dfnText":"a","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2460"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2461"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2462"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2463"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2464"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2465"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2466"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-a\u2467"}],"title":"7.7.12. Element-wise binary operations"}],"url":"#dom-mlgraphbuilder-add-a-b-options-a"},
+"dom-mlgraphbuilder-add-a-b-options-b": {"dfnID":"dom-mlgraphbuilder-add-a-b-options-b","dfnText":"b","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2460"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2461"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2462"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2463"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2464"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2465"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-b\u2466"}],"title":"7.7.12. Element-wise binary operations"}],"url":"#dom-mlgraphbuilder-add-a-b-options-b"},
 "dom-mlgraphbuilder-add-a-b-options-options": {"dfnID":"dom-mlgraphbuilder-add-a-b-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-options"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-options\u2460"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-options\u2461"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-options\u2462"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-options\u2463"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-options\u2464"},{"id":"ref-for-dom-mlgraphbuilder-add-a-b-options-options\u2465"}],"title":"7.7.12. Element-wise binary operations"}],"url":"#dom-mlgraphbuilder-add-a-b-options-options"},
-"dom-mlgraphbuilder-argmax": {"dfnID":"dom-mlgraphbuilder-argmax","dfnText":"argMax(input, axis, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-argmax"},{"id":"ref-for-dom-mlgraphbuilder-argmax\u2460"},{"id":"ref-for-dom-mlgraphbuilder-argmax\u2461"}],"title":"7.7.5. argMin/argMax operations"}],"url":"#dom-mlgraphbuilder-argmax"},
-"dom-mlgraphbuilder-argmin": {"dfnID":"dom-mlgraphbuilder-argmin","dfnText":"argMin(input, axis, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-argmin"},{"id":"ref-for-dom-mlgraphbuilder-argmin\u2460"},{"id":"ref-for-dom-mlgraphbuilder-argmin\u2461"}],"title":"7.7.5. argMin/argMax operations"}],"url":"#dom-mlgraphbuilder-argmin"},
+"dom-mlgraphbuilder-argmax": {"dfnID":"dom-mlgraphbuilder-argmax","dfnText":"argMax(input, axis, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-argmax"},{"id":"ref-for-dom-mlgraphbuilder-argmax\u2460"},{"id":"ref-for-dom-mlgraphbuilder-argmax\u2461"},{"id":"ref-for-dom-mlgraphbuilder-argmax\u2462"}],"title":"7.7.5. argMin/argMax operations"}],"url":"#dom-mlgraphbuilder-argmax"},
+"dom-mlgraphbuilder-argmin": {"dfnID":"dom-mlgraphbuilder-argmin","dfnText":"argMin(input, axis, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-argmin"},{"id":"ref-for-dom-mlgraphbuilder-argmin\u2460"},{"id":"ref-for-dom-mlgraphbuilder-argmin\u2461"},{"id":"ref-for-dom-mlgraphbuilder-argmin\u2462"}],"title":"7.7.5. argMin/argMax operations"}],"url":"#dom-mlgraphbuilder-argmin"},
 "dom-mlgraphbuilder-argmin-input-axis-options-axis": {"dfnID":"dom-mlgraphbuilder-argmin-input-axis-options-axis","dfnText":"axis","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-argmin-input-axis-options-axis"},{"id":"ref-for-dom-mlgraphbuilder-argmin-input-axis-options-axis\u2460"}],"title":"7.7.5. argMin/argMax operations"}],"url":"#dom-mlgraphbuilder-argmin-input-axis-options-axis"},
-"dom-mlgraphbuilder-argmin-input-axis-options-input": {"dfnID":"dom-mlgraphbuilder-argmin-input-axis-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-argmin-input-axis-options-input"},{"id":"ref-for-dom-mlgraphbuilder-argmin-input-axis-options-input\u2460"}],"title":"7.7.5. argMin/argMax operations"}],"url":"#dom-mlgraphbuilder-argmin-input-axis-options-input"},
+"dom-mlgraphbuilder-argmin-input-axis-options-input": {"dfnID":"dom-mlgraphbuilder-argmin-input-axis-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-argmin-input-axis-options-input"},{"id":"ref-for-dom-mlgraphbuilder-argmin-input-axis-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-argmin-input-axis-options-input\u2461"}],"title":"7.7.5. argMin/argMax operations"}],"url":"#dom-mlgraphbuilder-argmin-input-axis-options-input"},
 "dom-mlgraphbuilder-argmin-input-axis-options-options": {"dfnID":"dom-mlgraphbuilder-argmin-input-axis-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-argmin-input-axis-options-options"},{"id":"ref-for-dom-mlgraphbuilder-argmin-input-axis-options-options\u2460"}],"title":"7.7.5. argMin/argMax operations"}],"url":"#dom-mlgraphbuilder-argmin-input-axis-options-options"},
 "dom-mlgraphbuilder-averagepool2d": {"dfnID":"dom-mlgraphbuilder-averagepool2d","dfnText":"averagePool2d(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-averagepool2d"},{"id":"ref-for-dom-mlgraphbuilder-averagepool2d\u2460"}],"title":"7.7.32. Pooling operations"}],"url":"#dom-mlgraphbuilder-averagepool2d"},
-"dom-mlgraphbuilder-averagepool2d-input-options-input": {"dfnID":"dom-mlgraphbuilder-averagepool2d-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-averagepool2d-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-averagepool2d-input-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-averagepool2d-input-options-input\u2461"}],"title":"7.7.32. Pooling operations"}],"url":"#dom-mlgraphbuilder-averagepool2d-input-options-input"},
+"dom-mlgraphbuilder-averagepool2d-input-options-input": {"dfnID":"dom-mlgraphbuilder-averagepool2d-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-averagepool2d-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-averagepool2d-input-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-averagepool2d-input-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-averagepool2d-input-options-input\u2462"}],"title":"7.7.32. Pooling operations"}],"url":"#dom-mlgraphbuilder-averagepool2d-input-options-input"},
 "dom-mlgraphbuilder-averagepool2d-input-options-options": {"dfnID":"dom-mlgraphbuilder-averagepool2d-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-averagepool2d-input-options-options"},{"id":"ref-for-dom-mlgraphbuilder-averagepool2d-input-options-options\u2460"},{"id":"ref-for-dom-mlgraphbuilder-averagepool2d-input-options-options\u2461"}],"title":"7.7.32. Pooling operations"}],"url":"#dom-mlgraphbuilder-averagepool2d-input-options-options"},
-"dom-mlgraphbuilder-batchnormalization": {"dfnID":"dom-mlgraphbuilder-batchnormalization","dfnText":"batchNormalization(input, mean, variance, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization\u2460"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization\u2461"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization\u2462"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization\u2463"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mlgraphbuilder-batchnormalization"},
-"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input": {"dfnID":"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input"},
-"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean": {"dfnID":"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean","dfnText":"mean","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean"},
+"dom-mlgraphbuilder-batchnormalization": {"dfnID":"dom-mlgraphbuilder-batchnormalization","dfnText":"batchNormalization(input, mean, variance, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization\u2460"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization\u2461"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization\u2462"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization\u2463"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization\u2464"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mlgraphbuilder-batchnormalization"},
+"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input": {"dfnID":"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input\u2462"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input\u2463"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input\u2464"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-input"},
+"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean": {"dfnID":"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean","dfnText":"mean","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean\u2460"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-mean"},
 "dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-options": {"dfnID":"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-options"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-options"},
-"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance": {"dfnID":"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance","dfnText":"variance","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance"},
+"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance": {"dfnID":"dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance","dfnText":"variance","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance"},{"id":"ref-for-dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance\u2460"}],"title":"7.7.6. batchNormalization"}],"url":"#dom-mlgraphbuilder-batchnormalization-input-mean-variance-options-variance"},
 "dom-mlgraphbuilder-build": {"dfnID":"dom-mlgraphbuilder-build","dfnText":"build(outputs)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-build"},{"id":"ref-for-dom-mlgraphbuilder-build\u2460"}],"title":"6.1. Overview"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-build\u2461"},{"id":"ref-for-dom-mlgraphbuilder-build\u2462"},{"id":"ref-for-dom-mlgraphbuilder-build\u2463"}],"title":"7.7. MLGraphBuilder interface"}],"url":"#dom-mlgraphbuilder-build"},
 "dom-mlgraphbuilder-build-outputs-outputs": {"dfnID":"dom-mlgraphbuilder-build-outputs-outputs","dfnText":"outputs","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-build-outputs-outputs"}],"title":"7.7. MLGraphBuilder interface"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-build-outputs-outputs\u2460"}],"title":"7.7.4. build method"}],"url":"#dom-mlgraphbuilder-build-outputs-outputs"},
-"dom-mlgraphbuilder-cast": {"dfnID":"dom-mlgraphbuilder-cast","dfnText":"cast(input, type, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-cast"},{"id":"ref-for-dom-mlgraphbuilder-cast\u2460"},{"id":"ref-for-dom-mlgraphbuilder-cast\u2461"},{"id":"ref-for-dom-mlgraphbuilder-cast\u2462"}],"title":"7.7.7. cast"}],"url":"#dom-mlgraphbuilder-cast"},
-"dom-mlgraphbuilder-cast-input-type-options-input": {"dfnID":"dom-mlgraphbuilder-cast-input-type-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-cast-input-type-options-input"},{"id":"ref-for-dom-mlgraphbuilder-cast-input-type-options-input\u2460"}],"title":"7.7.7. cast"}],"url":"#dom-mlgraphbuilder-cast-input-type-options-input"},
+"dom-mlgraphbuilder-cast": {"dfnID":"dom-mlgraphbuilder-cast","dfnText":"cast(input, type, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-cast"},{"id":"ref-for-dom-mlgraphbuilder-cast\u2460"},{"id":"ref-for-dom-mlgraphbuilder-cast\u2461"},{"id":"ref-for-dom-mlgraphbuilder-cast\u2462"},{"id":"ref-for-dom-mlgraphbuilder-cast\u2463"}],"title":"7.7.7. cast"}],"url":"#dom-mlgraphbuilder-cast"},
+"dom-mlgraphbuilder-cast-input-type-options-input": {"dfnID":"dom-mlgraphbuilder-cast-input-type-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-cast-input-type-options-input"},{"id":"ref-for-dom-mlgraphbuilder-cast-input-type-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-cast-input-type-options-input\u2461"}],"title":"7.7.7. cast"}],"url":"#dom-mlgraphbuilder-cast-input-type-options-input"},
 "dom-mlgraphbuilder-cast-input-type-options-options": {"dfnID":"dom-mlgraphbuilder-cast-input-type-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-cast-input-type-options-options"}],"title":"7.7.7. cast"}],"url":"#dom-mlgraphbuilder-cast-input-type-options-options"},
 "dom-mlgraphbuilder-cast-input-type-options-type": {"dfnID":"dom-mlgraphbuilder-cast-input-type-options-type","dfnText":"type","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-cast-input-type-options-type"},{"id":"ref-for-dom-mlgraphbuilder-cast-input-type-options-type\u2460"}],"title":"7.7.7. cast"}],"url":"#dom-mlgraphbuilder-cast-input-type-options-type"},
 "dom-mlgraphbuilder-ceil": {"dfnID":"dom-mlgraphbuilder-ceil","dfnText":"ceil(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-ceil"},{"id":"ref-for-dom-mlgraphbuilder-ceil\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-ceil"},
-"dom-mlgraphbuilder-clamp": {"dfnID":"dom-mlgraphbuilder-clamp","dfnText":"clamp(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-clamp"}],"title":"7.6.1.1. MLNumber"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-clamp\u2460"},{"id":"ref-for-dom-mlgraphbuilder-clamp\u2461"},{"id":"ref-for-dom-mlgraphbuilder-clamp\u2462"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-clamp\u2463"}],"title":"7.7.17. gather"}],"url":"#dom-mlgraphbuilder-clamp"},
-"dom-mlgraphbuilder-clamp-input-options-input": {"dfnID":"dom-mlgraphbuilder-clamp-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-clamp-input-options-input"}],"title":"7.7.8. clamp"}],"url":"#dom-mlgraphbuilder-clamp-input-options-input"},
+"dom-mlgraphbuilder-clamp": {"dfnID":"dom-mlgraphbuilder-clamp","dfnText":"clamp(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-clamp"}],"title":"7.6.1.1. MLNumber"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-clamp\u2460"},{"id":"ref-for-dom-mlgraphbuilder-clamp\u2461"},{"id":"ref-for-dom-mlgraphbuilder-clamp\u2462"},{"id":"ref-for-dom-mlgraphbuilder-clamp\u2463"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-clamp\u2464"}],"title":"7.7.17. gather"}],"url":"#dom-mlgraphbuilder-clamp"},
+"dom-mlgraphbuilder-clamp-input-options-input": {"dfnID":"dom-mlgraphbuilder-clamp-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-clamp-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-clamp-input-options-input\u2460"}],"title":"7.7.8. clamp"}],"url":"#dom-mlgraphbuilder-clamp-input-options-input"},
 "dom-mlgraphbuilder-clamp-input-options-options": {"dfnID":"dom-mlgraphbuilder-clamp-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-clamp-input-options-options"}],"title":"7.7.8. clamp"}],"url":"#dom-mlgraphbuilder-clamp-input-options-options"},
-"dom-mlgraphbuilder-concat": {"dfnID":"dom-mlgraphbuilder-concat","dfnText":"concat(inputs, axis, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-concat"},{"id":"ref-for-dom-mlgraphbuilder-concat\u2460"},{"id":"ref-for-dom-mlgraphbuilder-concat\u2461"}],"title":"7.7.9. concat"}],"url":"#dom-mlgraphbuilder-concat"},
+"dom-mlgraphbuilder-concat": {"dfnID":"dom-mlgraphbuilder-concat","dfnText":"concat(inputs, axis, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-concat"},{"id":"ref-for-dom-mlgraphbuilder-concat\u2460"},{"id":"ref-for-dom-mlgraphbuilder-concat\u2461"},{"id":"ref-for-dom-mlgraphbuilder-concat\u2462"}],"title":"7.7.9. concat"}],"url":"#dom-mlgraphbuilder-concat"},
 "dom-mlgraphbuilder-concat-inputs-axis-options-axis": {"dfnID":"dom-mlgraphbuilder-concat-inputs-axis-options-axis","dfnText":"axis","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-concat-inputs-axis-options-axis"}],"title":"7.7.9. concat"}],"url":"#dom-mlgraphbuilder-concat-inputs-axis-options-axis"},
-"dom-mlgraphbuilder-concat-inputs-axis-options-inputs": {"dfnID":"dom-mlgraphbuilder-concat-inputs-axis-options-inputs","dfnText":"inputs","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-concat-inputs-axis-options-inputs"}],"title":"7.7.9. concat"}],"url":"#dom-mlgraphbuilder-concat-inputs-axis-options-inputs"},
+"dom-mlgraphbuilder-concat-inputs-axis-options-inputs": {"dfnID":"dom-mlgraphbuilder-concat-inputs-axis-options-inputs","dfnText":"inputs","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-concat-inputs-axis-options-inputs"},{"id":"ref-for-dom-mlgraphbuilder-concat-inputs-axis-options-inputs\u2460"}],"title":"7.7.9. concat"}],"url":"#dom-mlgraphbuilder-concat-inputs-axis-options-inputs"},
 "dom-mlgraphbuilder-concat-inputs-axis-options-options": {"dfnID":"dom-mlgraphbuilder-concat-inputs-axis-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-concat-inputs-axis-options-options"}],"title":"7.7.9. concat"}],"url":"#dom-mlgraphbuilder-concat-inputs-axis-options-options"},
 "dom-mlgraphbuilder-constant": {"dfnID":"dom-mlgraphbuilder-constant","dfnText":"constant(descriptor, bufferView)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-constant"},{"id":"ref-for-dom-mlgraphbuilder-constant\u2460"}],"title":"7.7. MLGraphBuilder interface"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-constant\u2461"}],"title":"7.7.3.1. constant(descriptor, bufferView)"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-constant\u2462"}],"title":"7.7.4. build method"}],"url":"#dom-mlgraphbuilder-constant"},
 "dom-mlgraphbuilder-constant-descriptor-bufferview-bufferview": {"dfnID":"dom-mlgraphbuilder-constant-descriptor-bufferview-bufferview","dfnText":"bufferView","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-constant-descriptor-bufferview-bufferview"}],"title":"7.7. MLGraphBuilder interface"}],"url":"#dom-mlgraphbuilder-constant-descriptor-bufferview-bufferview"},
@@ -11863,103 +12591,103 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "dom-mlgraphbuilder-constant-type-value-value": {"dfnID":"dom-mlgraphbuilder-constant-type-value-value","dfnText":"value","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-constant-type-value-value"}],"title":"7.7. MLGraphBuilder interface"}],"url":"#dom-mlgraphbuilder-constant-type-value-value"},
 "dom-mlgraphbuilder-constructor-context-context": {"dfnID":"dom-mlgraphbuilder-constructor-context-context","dfnText":"context","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-constructor-context-context"}],"title":"7.7. MLGraphBuilder interface"}],"url":"#dom-mlgraphbuilder-constructor-context-context"},
 "dom-mlgraphbuilder-context-slot": {"dfnID":"dom-mlgraphbuilder-context-slot","dfnText":"[[context]]","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-context-slot"}],"title":"7.7.1. MLGraphBuilder constructor"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-context-slot\u2460"}],"title":"7.7.4. build method"}],"url":"#dom-mlgraphbuilder-context-slot"},
-"dom-mlgraphbuilder-conv2d": {"dfnID":"dom-mlgraphbuilder-conv2d","dfnText":"conv2d(input, filter, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-conv2d"}],"title":"7.3.3.1. MLOpSupportLimits dictionary"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-conv2d\u2460"},{"id":"ref-for-dom-mlgraphbuilder-conv2d\u2461"},{"id":"ref-for-dom-mlgraphbuilder-conv2d\u2462"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlgraphbuilder-conv2d"},
-"dom-mlgraphbuilder-conv2d-input-filter-options-filter": {"dfnID":"dom-mlgraphbuilder-conv2d-input-filter-options-filter","dfnText":"filter","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-filter"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlgraphbuilder-conv2d-input-filter-options-filter"},
-"dom-mlgraphbuilder-conv2d-input-filter-options-input": {"dfnID":"dom-mlgraphbuilder-conv2d-input-filter-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-input"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlgraphbuilder-conv2d-input-filter-options-input"},
+"dom-mlgraphbuilder-conv2d": {"dfnID":"dom-mlgraphbuilder-conv2d","dfnText":"conv2d(input, filter, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-conv2d"}],"title":"7.3.3.1. MLOpSupportLimits dictionary"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-conv2d\u2460"},{"id":"ref-for-dom-mlgraphbuilder-conv2d\u2461"},{"id":"ref-for-dom-mlgraphbuilder-conv2d\u2462"},{"id":"ref-for-dom-mlgraphbuilder-conv2d\u2463"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlgraphbuilder-conv2d"},
+"dom-mlgraphbuilder-conv2d-input-filter-options-filter": {"dfnID":"dom-mlgraphbuilder-conv2d-input-filter-options-filter","dfnText":"filter","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-filter"},{"id":"ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-filter\u2460"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlgraphbuilder-conv2d-input-filter-options-filter"},
+"dom-mlgraphbuilder-conv2d-input-filter-options-input": {"dfnID":"dom-mlgraphbuilder-conv2d-input-filter-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-input"},{"id":"ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-input\u2462"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlgraphbuilder-conv2d-input-filter-options-input"},
 "dom-mlgraphbuilder-conv2d-input-filter-options-options": {"dfnID":"dom-mlgraphbuilder-conv2d-input-filter-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-conv2d-input-filter-options-options"}],"title":"7.7.10. conv2d"}],"url":"#dom-mlgraphbuilder-conv2d-input-filter-options-options"},
-"dom-mlgraphbuilder-convtranspose2d": {"dfnID":"dom-mlgraphbuilder-convtranspose2d","dfnText":"convTranspose2d(input, filter, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d"},{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d\u2460"},{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d\u2461"}],"title":"7.7.11. convTranspose2d"}],"url":"#dom-mlgraphbuilder-convtranspose2d"},
-"dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter": {"dfnID":"dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter","dfnText":"filter","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter"}],"title":"7.7.11. convTranspose2d"}],"url":"#dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter"},
-"dom-mlgraphbuilder-convtranspose2d-input-filter-options-input": {"dfnID":"dom-mlgraphbuilder-convtranspose2d-input-filter-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-input"}],"title":"7.7.11. convTranspose2d"}],"url":"#dom-mlgraphbuilder-convtranspose2d-input-filter-options-input"},
+"dom-mlgraphbuilder-convtranspose2d": {"dfnID":"dom-mlgraphbuilder-convtranspose2d","dfnText":"convTranspose2d(input, filter, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d"},{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d\u2460"},{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d\u2461"},{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d\u2462"}],"title":"7.7.11. convTranspose2d"}],"url":"#dom-mlgraphbuilder-convtranspose2d"},
+"dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter": {"dfnID":"dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter","dfnText":"filter","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter"},{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter\u2460"}],"title":"7.7.11. convTranspose2d"}],"url":"#dom-mlgraphbuilder-convtranspose2d-input-filter-options-filter"},
+"dom-mlgraphbuilder-convtranspose2d-input-filter-options-input": {"dfnID":"dom-mlgraphbuilder-convtranspose2d-input-filter-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-input"},{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-input\u2462"}],"title":"7.7.11. convTranspose2d"}],"url":"#dom-mlgraphbuilder-convtranspose2d-input-filter-options-input"},
 "dom-mlgraphbuilder-convtranspose2d-input-filter-options-options": {"dfnID":"dom-mlgraphbuilder-convtranspose2d-input-filter-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-convtranspose2d-input-filter-options-options"}],"title":"7.7.11. convTranspose2d"}],"url":"#dom-mlgraphbuilder-convtranspose2d-input-filter-options-options"},
 "dom-mlgraphbuilder-cos": {"dfnID":"dom-mlgraphbuilder-cos","dfnText":"cos(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-cos"},{"id":"ref-for-dom-mlgraphbuilder-cos\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-cos"},
 "dom-mlgraphbuilder-div": {"dfnID":"dom-mlgraphbuilder-div","dfnText":"div(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-div"},{"id":"ref-for-dom-mlgraphbuilder-div\u2460"}],"title":"7.7.12. Element-wise binary operations"}],"url":"#dom-mlgraphbuilder-div"},
-"dom-mlgraphbuilder-elu": {"dfnID":"dom-mlgraphbuilder-elu","dfnText":"elu(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-elu"},{"id":"ref-for-dom-mlgraphbuilder-elu\u2460"},{"id":"ref-for-dom-mlgraphbuilder-elu\u2461"}],"title":"7.7.15. elu"}],"url":"#dom-mlgraphbuilder-elu"},
-"dom-mlgraphbuilder-elu-input-options-input": {"dfnID":"dom-mlgraphbuilder-elu-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-elu-input-options-input"}],"title":"7.7.15. elu"}],"url":"#dom-mlgraphbuilder-elu-input-options-input"},
+"dom-mlgraphbuilder-elu": {"dfnID":"dom-mlgraphbuilder-elu","dfnText":"elu(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-elu"},{"id":"ref-for-dom-mlgraphbuilder-elu\u2460"},{"id":"ref-for-dom-mlgraphbuilder-elu\u2461"},{"id":"ref-for-dom-mlgraphbuilder-elu\u2462"}],"title":"7.7.15. elu"}],"url":"#dom-mlgraphbuilder-elu"},
+"dom-mlgraphbuilder-elu-input-options-input": {"dfnID":"dom-mlgraphbuilder-elu-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-elu-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-elu-input-options-input\u2460"}],"title":"7.7.15. elu"}],"url":"#dom-mlgraphbuilder-elu-input-options-input"},
 "dom-mlgraphbuilder-elu-input-options-options": {"dfnID":"dom-mlgraphbuilder-elu-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-elu-input-options-options"}],"title":"7.7.15. elu"}],"url":"#dom-mlgraphbuilder-elu-input-options-options"},
 "dom-mlgraphbuilder-equal": {"dfnID":"dom-mlgraphbuilder-equal","dfnText":"equal(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-equal"},{"id":"ref-for-dom-mlgraphbuilder-equal\u2460"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mlgraphbuilder-equal"},
-"dom-mlgraphbuilder-equal-a-b-options-a": {"dfnID":"dom-mlgraphbuilder-equal-a-b-options-a","dfnText":"a","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2460"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2461"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2462"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2463"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2464"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mlgraphbuilder-equal-a-b-options-a"},
-"dom-mlgraphbuilder-equal-a-b-options-b": {"dfnID":"dom-mlgraphbuilder-equal-a-b-options-b","dfnText":"b","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-b"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-b\u2460"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-b\u2461"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-b\u2462"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-b\u2463"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mlgraphbuilder-equal-a-b-options-b"},
+"dom-mlgraphbuilder-equal-a-b-options-a": {"dfnID":"dom-mlgraphbuilder-equal-a-b-options-a","dfnText":"a","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2460"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2461"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2462"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2463"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2464"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2465"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-a\u2466"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mlgraphbuilder-equal-a-b-options-a"},
+"dom-mlgraphbuilder-equal-a-b-options-b": {"dfnID":"dom-mlgraphbuilder-equal-a-b-options-b","dfnText":"b","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-b"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-b\u2460"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-b\u2461"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-b\u2462"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-b\u2463"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-b\u2464"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mlgraphbuilder-equal-a-b-options-b"},
 "dom-mlgraphbuilder-equal-a-b-options-options": {"dfnID":"dom-mlgraphbuilder-equal-a-b-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-options"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-options\u2460"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-options\u2461"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-options\u2462"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-options\u2463"},{"id":"ref-for-dom-mlgraphbuilder-equal-a-b-options-options\u2464"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mlgraphbuilder-equal-a-b-options-options"},
 "dom-mlgraphbuilder-erf": {"dfnID":"dom-mlgraphbuilder-erf","dfnText":"erf(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-erf"},{"id":"ref-for-dom-mlgraphbuilder-erf\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-erf"},
 "dom-mlgraphbuilder-exp": {"dfnID":"dom-mlgraphbuilder-exp","dfnText":"exp(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-exp"},{"id":"ref-for-dom-mlgraphbuilder-exp\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-exp"},
-"dom-mlgraphbuilder-expand": {"dfnID":"dom-mlgraphbuilder-expand","dfnText":"expand(input, newShape, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-expand"},{"id":"ref-for-dom-mlgraphbuilder-expand\u2460"},{"id":"ref-for-dom-mlgraphbuilder-expand\u2461"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-expand\u2462"}],"title":"8.1. Broadcasting"}],"url":"#dom-mlgraphbuilder-expand"},
-"dom-mlgraphbuilder-expand-input-newshape-options-input": {"dfnID":"dom-mlgraphbuilder-expand-input-newshape-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-expand-input-newshape-options-input"}],"title":"7.7.16. expand"}],"url":"#dom-mlgraphbuilder-expand-input-newshape-options-input"},
+"dom-mlgraphbuilder-expand": {"dfnID":"dom-mlgraphbuilder-expand","dfnText":"expand(input, newShape, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-expand"},{"id":"ref-for-dom-mlgraphbuilder-expand\u2460"},{"id":"ref-for-dom-mlgraphbuilder-expand\u2461"},{"id":"ref-for-dom-mlgraphbuilder-expand\u2462"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-expand\u2463"}],"title":"8.1. Broadcasting"}],"url":"#dom-mlgraphbuilder-expand"},
+"dom-mlgraphbuilder-expand-input-newshape-options-input": {"dfnID":"dom-mlgraphbuilder-expand-input-newshape-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-expand-input-newshape-options-input"},{"id":"ref-for-dom-mlgraphbuilder-expand-input-newshape-options-input\u2460"}],"title":"7.7.16. expand"}],"url":"#dom-mlgraphbuilder-expand-input-newshape-options-input"},
 "dom-mlgraphbuilder-expand-input-newshape-options-newshape": {"dfnID":"dom-mlgraphbuilder-expand-input-newshape-options-newshape","dfnText":"newShape","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-expand-input-newshape-options-newshape"}],"title":"7.7.16. expand"}],"url":"#dom-mlgraphbuilder-expand-input-newshape-options-newshape"},
 "dom-mlgraphbuilder-expand-input-newshape-options-options": {"dfnID":"dom-mlgraphbuilder-expand-input-newshape-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-expand-input-newshape-options-options"}],"title":"7.7.16. expand"}],"url":"#dom-mlgraphbuilder-expand-input-newshape-options-options"},
 "dom-mlgraphbuilder-floor": {"dfnID":"dom-mlgraphbuilder-floor","dfnText":"floor(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-floor"},{"id":"ref-for-dom-mlgraphbuilder-floor\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-floor"},
-"dom-mlgraphbuilder-gather": {"dfnID":"dom-mlgraphbuilder-gather","dfnText":"gather(input, indices, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gather"},{"id":"ref-for-dom-mlgraphbuilder-gather\u2460"},{"id":"ref-for-dom-mlgraphbuilder-gather\u2461"},{"id":"ref-for-dom-mlgraphbuilder-gather\u2462"}],"title":"7.7.17. gather"}],"url":"#dom-mlgraphbuilder-gather"},
-"dom-mlgraphbuilder-gather-input-indices-options-indices": {"dfnID":"dom-mlgraphbuilder-gather-input-indices-options-indices","dfnText":"indices","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gather-input-indices-options-indices"},{"id":"ref-for-dom-mlgraphbuilder-gather-input-indices-options-indices\u2460"}],"title":"7.7.17. gather"}],"url":"#dom-mlgraphbuilder-gather-input-indices-options-indices"},
-"dom-mlgraphbuilder-gather-input-indices-options-input": {"dfnID":"dom-mlgraphbuilder-gather-input-indices-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gather-input-indices-options-input"}],"title":"7.7.17. gather"}],"url":"#dom-mlgraphbuilder-gather-input-indices-options-input"},
+"dom-mlgraphbuilder-gather": {"dfnID":"dom-mlgraphbuilder-gather","dfnText":"gather(input, indices, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gather"},{"id":"ref-for-dom-mlgraphbuilder-gather\u2460"},{"id":"ref-for-dom-mlgraphbuilder-gather\u2461"},{"id":"ref-for-dom-mlgraphbuilder-gather\u2462"},{"id":"ref-for-dom-mlgraphbuilder-gather\u2463"}],"title":"7.7.17. gather"}],"url":"#dom-mlgraphbuilder-gather"},
+"dom-mlgraphbuilder-gather-input-indices-options-indices": {"dfnID":"dom-mlgraphbuilder-gather-input-indices-options-indices","dfnText":"indices","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gather-input-indices-options-indices"},{"id":"ref-for-dom-mlgraphbuilder-gather-input-indices-options-indices\u2460"},{"id":"ref-for-dom-mlgraphbuilder-gather-input-indices-options-indices\u2461"}],"title":"7.7.17. gather"}],"url":"#dom-mlgraphbuilder-gather-input-indices-options-indices"},
+"dom-mlgraphbuilder-gather-input-indices-options-input": {"dfnID":"dom-mlgraphbuilder-gather-input-indices-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gather-input-indices-options-input"},{"id":"ref-for-dom-mlgraphbuilder-gather-input-indices-options-input\u2460"}],"title":"7.7.17. gather"}],"url":"#dom-mlgraphbuilder-gather-input-indices-options-input"},
 "dom-mlgraphbuilder-gather-input-indices-options-options": {"dfnID":"dom-mlgraphbuilder-gather-input-indices-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gather-input-indices-options-options"}],"title":"7.7.17. gather"}],"url":"#dom-mlgraphbuilder-gather-input-indices-options-options"},
-"dom-mlgraphbuilder-gelu": {"dfnID":"dom-mlgraphbuilder-gelu","dfnText":"gelu(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gelu"},{"id":"ref-for-dom-mlgraphbuilder-gelu\u2460"},{"id":"ref-for-dom-mlgraphbuilder-gelu\u2461"}],"title":"7.7.18. gelu"}],"url":"#dom-mlgraphbuilder-gelu"},
-"dom-mlgraphbuilder-gelu-input-options-input": {"dfnID":"dom-mlgraphbuilder-gelu-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gelu-input-options-input"}],"title":"7.7.18. gelu"}],"url":"#dom-mlgraphbuilder-gelu-input-options-input"},
+"dom-mlgraphbuilder-gelu": {"dfnID":"dom-mlgraphbuilder-gelu","dfnText":"gelu(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gelu"},{"id":"ref-for-dom-mlgraphbuilder-gelu\u2460"},{"id":"ref-for-dom-mlgraphbuilder-gelu\u2461"},{"id":"ref-for-dom-mlgraphbuilder-gelu\u2462"}],"title":"7.7.18. gelu"}],"url":"#dom-mlgraphbuilder-gelu"},
+"dom-mlgraphbuilder-gelu-input-options-input": {"dfnID":"dom-mlgraphbuilder-gelu-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gelu-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-gelu-input-options-input\u2460"}],"title":"7.7.18. gelu"}],"url":"#dom-mlgraphbuilder-gelu-input-options-input"},
 "dom-mlgraphbuilder-gelu-input-options-options": {"dfnID":"dom-mlgraphbuilder-gelu-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gelu-input-options-options"}],"title":"7.7.18. gelu"}],"url":"#dom-mlgraphbuilder-gelu-input-options-options"},
-"dom-mlgraphbuilder-gemm": {"dfnID":"dom-mlgraphbuilder-gemm","dfnText":"gemm(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gemm"}],"title":"6.1. Overview"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gemm\u2460"},{"id":"ref-for-dom-mlgraphbuilder-gemm\u2461"},{"id":"ref-for-dom-mlgraphbuilder-gemm\u2462"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgraphbuilder-gemm"},
-"dom-mlgraphbuilder-gemm-a-b-options-a": {"dfnID":"dom-mlgraphbuilder-gemm-a-b-options-a","dfnText":"a","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gemm-a-b-options-a"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgraphbuilder-gemm-a-b-options-a"},
-"dom-mlgraphbuilder-gemm-a-b-options-b": {"dfnID":"dom-mlgraphbuilder-gemm-a-b-options-b","dfnText":"b","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gemm-a-b-options-b"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgraphbuilder-gemm-a-b-options-b"},
+"dom-mlgraphbuilder-gemm": {"dfnID":"dom-mlgraphbuilder-gemm","dfnText":"gemm(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gemm"}],"title":"6.1. Overview"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gemm\u2460"},{"id":"ref-for-dom-mlgraphbuilder-gemm\u2461"},{"id":"ref-for-dom-mlgraphbuilder-gemm\u2462"},{"id":"ref-for-dom-mlgraphbuilder-gemm\u2463"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgraphbuilder-gemm"},
+"dom-mlgraphbuilder-gemm-a-b-options-a": {"dfnID":"dom-mlgraphbuilder-gemm-a-b-options-a","dfnText":"a","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gemm-a-b-options-a"},{"id":"ref-for-dom-mlgraphbuilder-gemm-a-b-options-a\u2460"},{"id":"ref-for-dom-mlgraphbuilder-gemm-a-b-options-a\u2461"},{"id":"ref-for-dom-mlgraphbuilder-gemm-a-b-options-a\u2462"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgraphbuilder-gemm-a-b-options-a"},
+"dom-mlgraphbuilder-gemm-a-b-options-b": {"dfnID":"dom-mlgraphbuilder-gemm-a-b-options-b","dfnText":"b","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gemm-a-b-options-b"},{"id":"ref-for-dom-mlgraphbuilder-gemm-a-b-options-b\u2460"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgraphbuilder-gemm-a-b-options-b"},
 "dom-mlgraphbuilder-gemm-a-b-options-options": {"dfnID":"dom-mlgraphbuilder-gemm-a-b-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gemm-a-b-options-options"}],"title":"7.7.19. gemm"}],"url":"#dom-mlgraphbuilder-gemm-a-b-options-options"},
 "dom-mlgraphbuilder-greater": {"dfnID":"dom-mlgraphbuilder-greater","dfnText":"greater(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-greater"},{"id":"ref-for-dom-mlgraphbuilder-greater\u2460"},{"id":"ref-for-dom-mlgraphbuilder-greater\u2461"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mlgraphbuilder-greater"},
 "dom-mlgraphbuilder-greaterorequal": {"dfnID":"dom-mlgraphbuilder-greaterorequal","dfnText":"greaterOrEqual(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-greaterorequal"},{"id":"ref-for-dom-mlgraphbuilder-greaterorequal\u2460"},{"id":"ref-for-dom-mlgraphbuilder-greaterorequal\u2461"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mlgraphbuilder-greaterorequal"},
-"dom-mlgraphbuilder-gru": {"dfnID":"dom-mlgraphbuilder-gru","dfnText":"gru(input, weight, recurrentWeight, steps, hiddenSize, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gru"},{"id":"ref-for-dom-mlgraphbuilder-gru\u2460"},{"id":"ref-for-dom-mlgraphbuilder-gru\u2461"}],"title":"7.7.20. gru"}],"url":"#dom-mlgraphbuilder-gru"},
+"dom-mlgraphbuilder-gru": {"dfnID":"dom-mlgraphbuilder-gru","dfnText":"gru(input, weight, recurrentWeight, steps, hiddenSize, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gru"},{"id":"ref-for-dom-mlgraphbuilder-gru\u2460"},{"id":"ref-for-dom-mlgraphbuilder-gru\u2461"},{"id":"ref-for-dom-mlgraphbuilder-gru\u2462"}],"title":"7.7.20. gru"}],"url":"#dom-mlgraphbuilder-gru"},
 "dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-hiddensize": {"dfnID":"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-hiddensize","dfnText":"hiddenSize","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-hiddensize"}],"title":"7.7.20. gru"}],"url":"#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-hiddensize"},
-"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input": {"dfnID":"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input"}],"title":"7.7.20. gru"}],"url":"#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input"},
+"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input": {"dfnID":"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input"},{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input\u2462"},{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input\u2463"},{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input\u2464"},{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input\u2465"}],"title":"7.7.20. gru"}],"url":"#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-input"},
 "dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-options": {"dfnID":"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-options"}],"title":"7.7.20. gru"}],"url":"#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-options"},
-"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight": {"dfnID":"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight","dfnText":"recurrentWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"}],"title":"7.7.20. gru"}],"url":"#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"},
+"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight": {"dfnID":"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight","dfnText":"recurrentWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"},{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight\u2460"}],"title":"7.7.20. gru"}],"url":"#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"},
 "dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-steps": {"dfnID":"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-steps","dfnText":"steps","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-steps"}],"title":"7.7.20. gru"}],"url":"#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-steps"},
-"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight": {"dfnID":"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight","dfnText":"weight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight"}],"title":"7.7.20. gru"}],"url":"#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight"},
-"dom-mlgraphbuilder-grucell": {"dfnID":"dom-mlgraphbuilder-grucell","dfnText":"gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-grucell"},{"id":"ref-for-dom-mlgraphbuilder-grucell\u2460"},{"id":"ref-for-dom-mlgraphbuilder-grucell\u2461"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgraphbuilder-grucell"},
+"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight": {"dfnID":"dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight","dfnText":"weight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight"},{"id":"ref-for-dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight\u2460"}],"title":"7.7.20. gru"}],"url":"#dom-mlgraphbuilder-gru-input-weight-recurrentweight-steps-hiddensize-options-weight"},
+"dom-mlgraphbuilder-grucell": {"dfnID":"dom-mlgraphbuilder-grucell","dfnText":"gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-grucell"},{"id":"ref-for-dom-mlgraphbuilder-grucell\u2460"},{"id":"ref-for-dom-mlgraphbuilder-grucell\u2461"},{"id":"ref-for-dom-mlgraphbuilder-grucell\u2462"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgraphbuilder-grucell"},
 "dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddensize": {"dfnID":"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddensize","dfnText":"hiddenSize","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddensize"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddensize"},
 "dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddenstate": {"dfnID":"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddenstate","dfnText":"hiddenState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddenstate"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-hiddenstate"},
-"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input": {"dfnID":"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input"},
+"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input": {"dfnID":"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input"},{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input\u2462"},{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input\u2463"},{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input\u2464"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-input"},
 "dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-options": {"dfnID":"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-options"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-options"},
-"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight": {"dfnID":"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight","dfnText":"recurrentWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight"},
-"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight": {"dfnID":"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight","dfnText":"weight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight"},
-"dom-mlgraphbuilder-hardsigmoid": {"dfnID":"dom-mlgraphbuilder-hardsigmoid","dfnText":"hardSigmoid(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hardsigmoid"},{"id":"ref-for-dom-mlgraphbuilder-hardsigmoid\u2460"},{"id":"ref-for-dom-mlgraphbuilder-hardsigmoid\u2461"}],"title":"7.7.22. hardSigmoid"}],"url":"#dom-mlgraphbuilder-hardsigmoid"},
-"dom-mlgraphbuilder-hardsigmoid-input-options-input": {"dfnID":"dom-mlgraphbuilder-hardsigmoid-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hardsigmoid-input-options-input"}],"title":"7.7.22. hardSigmoid"}],"url":"#dom-mlgraphbuilder-hardsigmoid-input-options-input"},
+"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight": {"dfnID":"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight","dfnText":"recurrentWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight"},{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight\u2460"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-recurrentweight"},
+"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight": {"dfnID":"dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight","dfnText":"weight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight"},{"id":"ref-for-dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight\u2460"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgraphbuilder-grucell-input-weight-recurrentweight-hiddenstate-hiddensize-options-weight"},
+"dom-mlgraphbuilder-hardsigmoid": {"dfnID":"dom-mlgraphbuilder-hardsigmoid","dfnText":"hardSigmoid(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hardsigmoid"},{"id":"ref-for-dom-mlgraphbuilder-hardsigmoid\u2460"},{"id":"ref-for-dom-mlgraphbuilder-hardsigmoid\u2461"},{"id":"ref-for-dom-mlgraphbuilder-hardsigmoid\u2462"}],"title":"7.7.22. hardSigmoid"}],"url":"#dom-mlgraphbuilder-hardsigmoid"},
+"dom-mlgraphbuilder-hardsigmoid-input-options-input": {"dfnID":"dom-mlgraphbuilder-hardsigmoid-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hardsigmoid-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-hardsigmoid-input-options-input\u2460"}],"title":"7.7.22. hardSigmoid"}],"url":"#dom-mlgraphbuilder-hardsigmoid-input-options-input"},
 "dom-mlgraphbuilder-hardsigmoid-input-options-options": {"dfnID":"dom-mlgraphbuilder-hardsigmoid-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hardsigmoid-input-options-options"}],"title":"7.7.22. hardSigmoid"}],"url":"#dom-mlgraphbuilder-hardsigmoid-input-options-options"},
-"dom-mlgraphbuilder-hardswish": {"dfnID":"dom-mlgraphbuilder-hardswish","dfnText":"hardSwish(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hardswish"},{"id":"ref-for-dom-mlgraphbuilder-hardswish\u2460"},{"id":"ref-for-dom-mlgraphbuilder-hardswish\u2461"}],"title":"7.7.23. hardSwish"}],"url":"#dom-mlgraphbuilder-hardswish"},
-"dom-mlgraphbuilder-hardswish-input-options-input": {"dfnID":"dom-mlgraphbuilder-hardswish-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hardswish-input-options-input"}],"title":"7.7.23. hardSwish"}],"url":"#dom-mlgraphbuilder-hardswish-input-options-input"},
+"dom-mlgraphbuilder-hardswish": {"dfnID":"dom-mlgraphbuilder-hardswish","dfnText":"hardSwish(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hardswish"},{"id":"ref-for-dom-mlgraphbuilder-hardswish\u2460"},{"id":"ref-for-dom-mlgraphbuilder-hardswish\u2461"},{"id":"ref-for-dom-mlgraphbuilder-hardswish\u2462"}],"title":"7.7.23. hardSwish"}],"url":"#dom-mlgraphbuilder-hardswish"},
+"dom-mlgraphbuilder-hardswish-input-options-input": {"dfnID":"dom-mlgraphbuilder-hardswish-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hardswish-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-hardswish-input-options-input\u2460"}],"title":"7.7.23. hardSwish"}],"url":"#dom-mlgraphbuilder-hardswish-input-options-input"},
 "dom-mlgraphbuilder-hardswish-input-options-options": {"dfnID":"dom-mlgraphbuilder-hardswish-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hardswish-input-options-options"}],"title":"7.7.23. hardSwish"}],"url":"#dom-mlgraphbuilder-hardswish-input-options-options"},
 "dom-mlgraphbuilder-hasbuilt-slot": {"dfnID":"dom-mlgraphbuilder-hasbuilt-slot","dfnText":"[[hasBuilt]]","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot"}],"title":"7.7.1. MLGraphBuilder constructor"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2460"}],"title":"7.7.2. input operands"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2461"}],"title":"7.7.3.1. constant(descriptor, bufferView)"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2462"}],"title":"7.7.3.2. constant(type, value)"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2463"},{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2464"}],"title":"7.7.4. build method"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2465"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2466"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2467"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2468"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2460\u24ea"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2460\u2460"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2460\u2461"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2460\u2462"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2460\u2463"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2460\u2464"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2460\u2465"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2460\u2466"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2460\u2467"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2460\u2468"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2461\u24ea"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2461\u2460"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2461\u2461"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2461\u2462"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2461\u2463"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2461\u2464"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2461\u2465"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2461\u2466"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2461\u2467"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2461\u2468"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2462\u24ea"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2462\u2460"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2462\u2461"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2462\u2462"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2462\u2463"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2462\u2464"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2462\u2465"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2462\u2466"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2462\u2467"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2462\u2468"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2463\u24ea"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2463\u2460"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2463\u2461"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2463\u2462"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2463\u2463"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2463\u2464"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2463\u2465"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2463\u2466"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-hasbuilt-slot\u2463\u2467"}],"title":"7.7.47. where"}],"url":"#dom-mlgraphbuilder-hasbuilt-slot"},
 "dom-mlgraphbuilder-identity": {"dfnID":"dom-mlgraphbuilder-identity","dfnText":"identity(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-identity"}],"title":"7.7.4. build method"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-identity\u2460"},{"id":"ref-for-dom-mlgraphbuilder-identity\u2461"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-identity"},
 "dom-mlgraphbuilder-input": {"dfnID":"dom-mlgraphbuilder-input","dfnText":"input(name, descriptor)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-input"}],"title":"7.7. MLGraphBuilder interface"}],"url":"#dom-mlgraphbuilder-input"},
 "dom-mlgraphbuilder-input-name-descriptor-descriptor": {"dfnID":"dom-mlgraphbuilder-input-name-descriptor-descriptor","dfnText":"descriptor","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-input-name-descriptor-descriptor"}],"title":"7.7. MLGraphBuilder interface"}],"url":"#dom-mlgraphbuilder-input-name-descriptor-descriptor"},
 "dom-mlgraphbuilder-input-name-descriptor-name": {"dfnID":"dom-mlgraphbuilder-input-name-descriptor-name","dfnText":"name","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-input-name-descriptor-name"}],"title":"7.7. MLGraphBuilder interface"}],"url":"#dom-mlgraphbuilder-input-name-descriptor-name"},
-"dom-mlgraphbuilder-instancenormalization": {"dfnID":"dom-mlgraphbuilder-instancenormalization","dfnText":"instanceNormalization(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-instancenormalization"},{"id":"ref-for-dom-mlgraphbuilder-instancenormalization\u2460"},{"id":"ref-for-dom-mlgraphbuilder-instancenormalization\u2461"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-instancenormalization\u2462"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mlgraphbuilder-instancenormalization"},
-"dom-mlgraphbuilder-instancenormalization-input-options-input": {"dfnID":"dom-mlgraphbuilder-instancenormalization-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-instancenormalization-input-options-input"}],"title":"7.7.24. instanceNormalization"}],"url":"#dom-mlgraphbuilder-instancenormalization-input-options-input"},
+"dom-mlgraphbuilder-instancenormalization": {"dfnID":"dom-mlgraphbuilder-instancenormalization","dfnText":"instanceNormalization(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-instancenormalization"},{"id":"ref-for-dom-mlgraphbuilder-instancenormalization\u2460"},{"id":"ref-for-dom-mlgraphbuilder-instancenormalization\u2461"},{"id":"ref-for-dom-mlgraphbuilder-instancenormalization\u2462"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-instancenormalization\u2463"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mlgraphbuilder-instancenormalization"},
+"dom-mlgraphbuilder-instancenormalization-input-options-input": {"dfnID":"dom-mlgraphbuilder-instancenormalization-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-instancenormalization-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-instancenormalization-input-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-instancenormalization-input-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-instancenormalization-input-options-input\u2462"}],"title":"7.7.24. instanceNormalization"}],"url":"#dom-mlgraphbuilder-instancenormalization-input-options-input"},
 "dom-mlgraphbuilder-instancenormalization-input-options-options": {"dfnID":"dom-mlgraphbuilder-instancenormalization-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-instancenormalization-input-options-options"}],"title":"7.7.24. instanceNormalization"}],"url":"#dom-mlgraphbuilder-instancenormalization-input-options-options"},
 "dom-mlgraphbuilder-l2pool2d": {"dfnID":"dom-mlgraphbuilder-l2pool2d","dfnText":"l2Pool2d(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-l2pool2d"},{"id":"ref-for-dom-mlgraphbuilder-l2pool2d\u2460"}],"title":"7.7.32. Pooling operations"}],"url":"#dom-mlgraphbuilder-l2pool2d"},
-"dom-mlgraphbuilder-layernormalization": {"dfnID":"dom-mlgraphbuilder-layernormalization","dfnText":"layerNormalization(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-layernormalization"},{"id":"ref-for-dom-mlgraphbuilder-layernormalization\u2460"},{"id":"ref-for-dom-mlgraphbuilder-layernormalization\u2461"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mlgraphbuilder-layernormalization"},
-"dom-mlgraphbuilder-layernormalization-input-options-input": {"dfnID":"dom-mlgraphbuilder-layernormalization-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-layernormalization-input-options-input"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mlgraphbuilder-layernormalization-input-options-input"},
+"dom-mlgraphbuilder-layernormalization": {"dfnID":"dom-mlgraphbuilder-layernormalization","dfnText":"layerNormalization(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-layernormalization"},{"id":"ref-for-dom-mlgraphbuilder-layernormalization\u2460"},{"id":"ref-for-dom-mlgraphbuilder-layernormalization\u2461"},{"id":"ref-for-dom-mlgraphbuilder-layernormalization\u2462"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mlgraphbuilder-layernormalization"},
+"dom-mlgraphbuilder-layernormalization-input-options-input": {"dfnID":"dom-mlgraphbuilder-layernormalization-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-layernormalization-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-layernormalization-input-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-layernormalization-input-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-layernormalization-input-options-input\u2462"},{"id":"ref-for-dom-mlgraphbuilder-layernormalization-input-options-input\u2463"},{"id":"ref-for-dom-mlgraphbuilder-layernormalization-input-options-input\u2464"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mlgraphbuilder-layernormalization-input-options-input"},
 "dom-mlgraphbuilder-layernormalization-input-options-options": {"dfnID":"dom-mlgraphbuilder-layernormalization-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-layernormalization-input-options-options"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mlgraphbuilder-layernormalization-input-options-options"},
-"dom-mlgraphbuilder-leakyrelu": {"dfnID":"dom-mlgraphbuilder-leakyrelu","dfnText":"leakyRelu(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-leakyrelu"},{"id":"ref-for-dom-mlgraphbuilder-leakyrelu\u2460"},{"id":"ref-for-dom-mlgraphbuilder-leakyrelu\u2461"}],"title":"7.7.26. leakyRelu"}],"url":"#dom-mlgraphbuilder-leakyrelu"},
-"dom-mlgraphbuilder-leakyrelu-input-options-input": {"dfnID":"dom-mlgraphbuilder-leakyrelu-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-leakyrelu-input-options-input"}],"title":"7.7.26. leakyRelu"}],"url":"#dom-mlgraphbuilder-leakyrelu-input-options-input"},
+"dom-mlgraphbuilder-leakyrelu": {"dfnID":"dom-mlgraphbuilder-leakyrelu","dfnText":"leakyRelu(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-leakyrelu"},{"id":"ref-for-dom-mlgraphbuilder-leakyrelu\u2460"},{"id":"ref-for-dom-mlgraphbuilder-leakyrelu\u2461"},{"id":"ref-for-dom-mlgraphbuilder-leakyrelu\u2462"}],"title":"7.7.26. leakyRelu"}],"url":"#dom-mlgraphbuilder-leakyrelu"},
+"dom-mlgraphbuilder-leakyrelu-input-options-input": {"dfnID":"dom-mlgraphbuilder-leakyrelu-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-leakyrelu-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-leakyrelu-input-options-input\u2460"}],"title":"7.7.26. leakyRelu"}],"url":"#dom-mlgraphbuilder-leakyrelu-input-options-input"},
 "dom-mlgraphbuilder-leakyrelu-input-options-options": {"dfnID":"dom-mlgraphbuilder-leakyrelu-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-leakyrelu-input-options-options"}],"title":"7.7.26. leakyRelu"}],"url":"#dom-mlgraphbuilder-leakyrelu-input-options-options"},
 "dom-mlgraphbuilder-lesser": {"dfnID":"dom-mlgraphbuilder-lesser","dfnText":"lesser(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lesser"},{"id":"ref-for-dom-mlgraphbuilder-lesser\u2460"},{"id":"ref-for-dom-mlgraphbuilder-lesser\u2461"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mlgraphbuilder-lesser"},
 "dom-mlgraphbuilder-lesserorequal": {"dfnID":"dom-mlgraphbuilder-lesserorequal","dfnText":"lesserOrEqual(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lesserorequal"},{"id":"ref-for-dom-mlgraphbuilder-lesserorequal\u2460"},{"id":"ref-for-dom-mlgraphbuilder-lesserorequal\u2461"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mlgraphbuilder-lesserorequal"},
-"dom-mlgraphbuilder-linear": {"dfnID":"dom-mlgraphbuilder-linear","dfnText":"linear(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-linear"},{"id":"ref-for-dom-mlgraphbuilder-linear\u2460"},{"id":"ref-for-dom-mlgraphbuilder-linear\u2461"}],"title":"7.7.27. linear"}],"url":"#dom-mlgraphbuilder-linear"},
-"dom-mlgraphbuilder-linear-input-options-input": {"dfnID":"dom-mlgraphbuilder-linear-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-linear-input-options-input"}],"title":"7.7.27. linear"}],"url":"#dom-mlgraphbuilder-linear-input-options-input"},
+"dom-mlgraphbuilder-linear": {"dfnID":"dom-mlgraphbuilder-linear","dfnText":"linear(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-linear"},{"id":"ref-for-dom-mlgraphbuilder-linear\u2460"},{"id":"ref-for-dom-mlgraphbuilder-linear\u2461"},{"id":"ref-for-dom-mlgraphbuilder-linear\u2462"}],"title":"7.7.27. linear"}],"url":"#dom-mlgraphbuilder-linear"},
+"dom-mlgraphbuilder-linear-input-options-input": {"dfnID":"dom-mlgraphbuilder-linear-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-linear-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-linear-input-options-input\u2460"}],"title":"7.7.27. linear"}],"url":"#dom-mlgraphbuilder-linear-input-options-input"},
 "dom-mlgraphbuilder-linear-input-options-options": {"dfnID":"dom-mlgraphbuilder-linear-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-linear-input-options-options"}],"title":"7.7.27. linear"}],"url":"#dom-mlgraphbuilder-linear-input-options-options"},
 "dom-mlgraphbuilder-log": {"dfnID":"dom-mlgraphbuilder-log","dfnText":"log(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-log"},{"id":"ref-for-dom-mlgraphbuilder-log\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-log"},
 "dom-mlgraphbuilder-logicalnot": {"dfnID":"dom-mlgraphbuilder-logicalnot","dfnText":"logicalNot(a, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-logicalnot"},{"id":"ref-for-dom-mlgraphbuilder-logicalnot\u2460"},{"id":"ref-for-dom-mlgraphbuilder-logicalnot\u2461"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mlgraphbuilder-logicalnot"},
-"dom-mlgraphbuilder-lstm": {"dfnID":"dom-mlgraphbuilder-lstm","dfnText":"lstm(input, weight, recurrentWeight, steps, hiddenSize, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstm"},{"id":"ref-for-dom-mlgraphbuilder-lstm\u2460"},{"id":"ref-for-dom-mlgraphbuilder-lstm\u2461"}],"title":"7.7.28. lstm"}],"url":"#dom-mlgraphbuilder-lstm"},
+"dom-mlgraphbuilder-lstm": {"dfnID":"dom-mlgraphbuilder-lstm","dfnText":"lstm(input, weight, recurrentWeight, steps, hiddenSize, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstm"},{"id":"ref-for-dom-mlgraphbuilder-lstm\u2460"},{"id":"ref-for-dom-mlgraphbuilder-lstm\u2461"},{"id":"ref-for-dom-mlgraphbuilder-lstm\u2462"}],"title":"7.7.28. lstm"}],"url":"#dom-mlgraphbuilder-lstm"},
 "dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-hiddensize": {"dfnID":"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-hiddensize","dfnText":"hiddenSize","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-hiddensize"}],"title":"7.7.28. lstm"}],"url":"#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-hiddensize"},
-"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input": {"dfnID":"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input"}],"title":"7.7.28. lstm"}],"url":"#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input"},
+"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input": {"dfnID":"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input"},{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input\u2462"},{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input\u2463"},{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input\u2464"},{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input\u2465"},{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input\u2466"},{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input\u2467"}],"title":"7.7.28. lstm"}],"url":"#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-input"},
 "dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-options": {"dfnID":"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-options"}],"title":"7.7.28. lstm"}],"url":"#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-options"},
-"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight": {"dfnID":"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight","dfnText":"recurrentWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"}],"title":"7.7.28. lstm"}],"url":"#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"},
+"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight": {"dfnID":"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight","dfnText":"recurrentWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"},{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight\u2460"}],"title":"7.7.28. lstm"}],"url":"#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-recurrentweight"},
 "dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-steps": {"dfnID":"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-steps","dfnText":"steps","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-steps"}],"title":"7.7.28. lstm"}],"url":"#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-steps"},
-"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight": {"dfnID":"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight","dfnText":"weight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight"}],"title":"7.7.28. lstm"}],"url":"#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight"},
-"dom-mlgraphbuilder-lstmcell": {"dfnID":"dom-mlgraphbuilder-lstmcell","dfnText":"lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell\u2460"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell\u2461"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell"},
-"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate","dfnText":"cellState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate"},
+"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight": {"dfnID":"dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight","dfnText":"weight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight"},{"id":"ref-for-dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight\u2460"}],"title":"7.7.28. lstm"}],"url":"#dom-mlgraphbuilder-lstm-input-weight-recurrentweight-steps-hiddensize-options-weight"},
+"dom-mlgraphbuilder-lstmcell": {"dfnID":"dom-mlgraphbuilder-lstmcell","dfnText":"lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell\u2460"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell\u2461"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell\u2462"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell"},
+"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate","dfnText":"cellState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate\u2460"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-cellstate"},
 "dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddensize": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddensize","dfnText":"hiddenSize","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddensize"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddensize"},
-"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate","dfnText":"hiddenState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate"},
-"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input"},
+"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate","dfnText":"hiddenState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate\u2460"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-hiddenstate"},
+"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input\u2462"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input\u2463"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input\u2464"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input\u2465"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input\u2466"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input\u2467"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-input"},
 "dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-options": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-options"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-options"},
-"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight","dfnText":"recurrentWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight"},
-"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight","dfnText":"weight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight"},
-"dom-mlgraphbuilder-matmul": {"dfnID":"dom-mlgraphbuilder-matmul","dfnText":"matmul(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-matmul"},{"id":"ref-for-dom-mlgraphbuilder-matmul\u2460"},{"id":"ref-for-dom-mlgraphbuilder-matmul\u2461"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-matmul\u2462"}],"title":"8.1. Broadcasting"}],"url":"#dom-mlgraphbuilder-matmul"},
-"dom-mlgraphbuilder-matmul-a-b-options-a": {"dfnID":"dom-mlgraphbuilder-matmul-a-b-options-a","dfnText":"a","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-matmul-a-b-options-a"}],"title":"7.7.30. matmul"}],"url":"#dom-mlgraphbuilder-matmul-a-b-options-a"},
-"dom-mlgraphbuilder-matmul-a-b-options-b": {"dfnID":"dom-mlgraphbuilder-matmul-a-b-options-b","dfnText":"b","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-matmul-a-b-options-b"}],"title":"7.7.30. matmul"}],"url":"#dom-mlgraphbuilder-matmul-a-b-options-b"},
+"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight","dfnText":"recurrentWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight\u2460"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-recurrentweight"},
+"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight": {"dfnID":"dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight","dfnText":"weight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight"},{"id":"ref-for-dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight\u2460"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mlgraphbuilder-lstmcell-input-weight-recurrentweight-hiddenstate-cellstate-hiddensize-options-weight"},
+"dom-mlgraphbuilder-matmul": {"dfnID":"dom-mlgraphbuilder-matmul","dfnText":"matmul(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-matmul"},{"id":"ref-for-dom-mlgraphbuilder-matmul\u2460"},{"id":"ref-for-dom-mlgraphbuilder-matmul\u2461"},{"id":"ref-for-dom-mlgraphbuilder-matmul\u2462"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-matmul\u2463"}],"title":"8.1. Broadcasting"}],"url":"#dom-mlgraphbuilder-matmul"},
+"dom-mlgraphbuilder-matmul-a-b-options-a": {"dfnID":"dom-mlgraphbuilder-matmul-a-b-options-a","dfnText":"a","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-matmul-a-b-options-a"},{"id":"ref-for-dom-mlgraphbuilder-matmul-a-b-options-a\u2460"},{"id":"ref-for-dom-mlgraphbuilder-matmul-a-b-options-a\u2461"}],"title":"7.7.30. matmul"}],"url":"#dom-mlgraphbuilder-matmul-a-b-options-a"},
+"dom-mlgraphbuilder-matmul-a-b-options-b": {"dfnID":"dom-mlgraphbuilder-matmul-a-b-options-b","dfnText":"b","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-matmul-a-b-options-b"},{"id":"ref-for-dom-mlgraphbuilder-matmul-a-b-options-b\u2460"}],"title":"7.7.30. matmul"}],"url":"#dom-mlgraphbuilder-matmul-a-b-options-b"},
 "dom-mlgraphbuilder-matmul-a-b-options-options": {"dfnID":"dom-mlgraphbuilder-matmul-a-b-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-matmul-a-b-options-options"}],"title":"7.7.30. matmul"}],"url":"#dom-mlgraphbuilder-matmul-a-b-options-options"},
 "dom-mlgraphbuilder-max": {"dfnID":"dom-mlgraphbuilder-max","dfnText":"max(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-max"},{"id":"ref-for-dom-mlgraphbuilder-max\u2460"}],"title":"7.7.12. Element-wise binary operations"}],"url":"#dom-mlgraphbuilder-max"},
 "dom-mlgraphbuilder-maxpool2d": {"dfnID":"dom-mlgraphbuilder-maxpool2d","dfnText":"maxPool2d(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-maxpool2d"},{"id":"ref-for-dom-mlgraphbuilder-maxpool2d\u2460"}],"title":"7.7.32. Pooling operations"}],"url":"#dom-mlgraphbuilder-maxpool2d"},
@@ -11967,19 +12695,19 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "dom-mlgraphbuilder-mlgraphbuilder": {"dfnID":"dom-mlgraphbuilder-mlgraphbuilder","dfnText":"MLGraphBuilder(context)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-mlgraphbuilder"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-mlgraphbuilder\u2460"}],"title":"7.7. MLGraphBuilder interface"}],"url":"#dom-mlgraphbuilder-mlgraphbuilder"},
 "dom-mlgraphbuilder-mul": {"dfnID":"dom-mlgraphbuilder-mul","dfnText":"mul(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-mul"},{"id":"ref-for-dom-mlgraphbuilder-mul\u2460"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-mul\u2461"}],"title":"8.1. Broadcasting"}],"url":"#dom-mlgraphbuilder-mul"},
 "dom-mlgraphbuilder-neg": {"dfnID":"dom-mlgraphbuilder-neg","dfnText":"neg(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-neg"},{"id":"ref-for-dom-mlgraphbuilder-neg\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-neg"},
-"dom-mlgraphbuilder-pad": {"dfnID":"dom-mlgraphbuilder-pad","dfnText":"pad(input, beginningPadding, endingPadding, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-pad"},{"id":"ref-for-dom-mlgraphbuilder-pad\u2460"},{"id":"ref-for-dom-mlgraphbuilder-pad\u2461"}],"title":"7.7.31. pad"}],"url":"#dom-mlgraphbuilder-pad"},
+"dom-mlgraphbuilder-pad": {"dfnID":"dom-mlgraphbuilder-pad","dfnText":"pad(input, beginningPadding, endingPadding, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-pad"},{"id":"ref-for-dom-mlgraphbuilder-pad\u2460"},{"id":"ref-for-dom-mlgraphbuilder-pad\u2461"},{"id":"ref-for-dom-mlgraphbuilder-pad\u2462"}],"title":"7.7.31. pad"}],"url":"#dom-mlgraphbuilder-pad"},
 "dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-beginningpadding": {"dfnID":"dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-beginningpadding","dfnText":"beginningPadding","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-beginningpadding"}],"title":"7.7.31. pad"}],"url":"#dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-beginningpadding"},
 "dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-endingpadding": {"dfnID":"dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-endingpadding","dfnText":"endingPadding","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-endingpadding"}],"title":"7.7.31. pad"}],"url":"#dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-endingpadding"},
-"dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input": {"dfnID":"dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input"}],"title":"7.7.31. pad"}],"url":"#dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input"},
+"dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input": {"dfnID":"dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input"},{"id":"ref-for-dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input\u2460"}],"title":"7.7.31. pad"}],"url":"#dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-input"},
 "dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-options": {"dfnID":"dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-options"}],"title":"7.7.31. pad"}],"url":"#dom-mlgraphbuilder-pad-input-beginningpadding-endingpadding-options-options"},
 "dom-mlgraphbuilder-pow": {"dfnID":"dom-mlgraphbuilder-pow","dfnText":"pow(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-pow"},{"id":"ref-for-dom-mlgraphbuilder-pow\u2460"}],"title":"7.7.12. Element-wise binary operations"}],"url":"#dom-mlgraphbuilder-pow"},
-"dom-mlgraphbuilder-prelu": {"dfnID":"dom-mlgraphbuilder-prelu","dfnText":"prelu(input, slope, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-prelu"},{"id":"ref-for-dom-mlgraphbuilder-prelu\u2460"},{"id":"ref-for-dom-mlgraphbuilder-prelu\u2461"}],"title":"7.7.33. prelu"}],"url":"#dom-mlgraphbuilder-prelu"},
-"dom-mlgraphbuilder-prelu-input-slope-options-input": {"dfnID":"dom-mlgraphbuilder-prelu-input-slope-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-prelu-input-slope-options-input"}],"title":"7.7.33. prelu"}],"url":"#dom-mlgraphbuilder-prelu-input-slope-options-input"},
+"dom-mlgraphbuilder-prelu": {"dfnID":"dom-mlgraphbuilder-prelu","dfnText":"prelu(input, slope, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-prelu"},{"id":"ref-for-dom-mlgraphbuilder-prelu\u2460"},{"id":"ref-for-dom-mlgraphbuilder-prelu\u2461"},{"id":"ref-for-dom-mlgraphbuilder-prelu\u2462"}],"title":"7.7.33. prelu"}],"url":"#dom-mlgraphbuilder-prelu"},
+"dom-mlgraphbuilder-prelu-input-slope-options-input": {"dfnID":"dom-mlgraphbuilder-prelu-input-slope-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-prelu-input-slope-options-input"},{"id":"ref-for-dom-mlgraphbuilder-prelu-input-slope-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-prelu-input-slope-options-input\u2461"}],"title":"7.7.33. prelu"}],"url":"#dom-mlgraphbuilder-prelu-input-slope-options-input"},
 "dom-mlgraphbuilder-prelu-input-slope-options-options": {"dfnID":"dom-mlgraphbuilder-prelu-input-slope-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-prelu-input-slope-options-options"}],"title":"7.7.33. prelu"}],"url":"#dom-mlgraphbuilder-prelu-input-slope-options-options"},
-"dom-mlgraphbuilder-prelu-input-slope-options-slope": {"dfnID":"dom-mlgraphbuilder-prelu-input-slope-options-slope","dfnText":"slope","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-prelu-input-slope-options-slope"}],"title":"7.7.33. prelu"}],"url":"#dom-mlgraphbuilder-prelu-input-slope-options-slope"},
+"dom-mlgraphbuilder-prelu-input-slope-options-slope": {"dfnID":"dom-mlgraphbuilder-prelu-input-slope-options-slope","dfnText":"slope","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-prelu-input-slope-options-slope"},{"id":"ref-for-dom-mlgraphbuilder-prelu-input-slope-options-slope\u2460"}],"title":"7.7.33. prelu"}],"url":"#dom-mlgraphbuilder-prelu-input-slope-options-slope"},
 "dom-mlgraphbuilder-reciprocal": {"dfnID":"dom-mlgraphbuilder-reciprocal","dfnText":"reciprocal(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reciprocal"},{"id":"ref-for-dom-mlgraphbuilder-reciprocal\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-reciprocal"},
 "dom-mlgraphbuilder-reducel1": {"dfnID":"dom-mlgraphbuilder-reducel1","dfnText":"reduceL1(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reducel1"},{"id":"ref-for-dom-mlgraphbuilder-reducel1\u2460"}],"title":"7.7.34. Reduction operations"}],"url":"#dom-mlgraphbuilder-reducel1"},
-"dom-mlgraphbuilder-reducel1-input-options-input": {"dfnID":"dom-mlgraphbuilder-reducel1-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2462"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2463"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2464"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2465"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2466"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2467"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2468"}],"title":"7.7.34. Reduction operations"}],"url":"#dom-mlgraphbuilder-reducel1-input-options-input"},
+"dom-mlgraphbuilder-reducel1-input-options-input": {"dfnID":"dom-mlgraphbuilder-reducel1-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2460"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2461"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2462"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2463"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2464"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2465"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2466"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2467"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2468"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-input\u2460\u24ea"}],"title":"7.7.34. Reduction operations"}],"url":"#dom-mlgraphbuilder-reducel1-input-options-input"},
 "dom-mlgraphbuilder-reducel1-input-options-options": {"dfnID":"dom-mlgraphbuilder-reducel1-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-options"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-options\u2460"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-options\u2461"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-options\u2462"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-options\u2463"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-options\u2464"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-options\u2465"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-options\u2466"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-options\u2467"},{"id":"ref-for-dom-mlgraphbuilder-reducel1-input-options-options\u2468"}],"title":"7.7.34. Reduction operations"}],"url":"#dom-mlgraphbuilder-reducel1-input-options-options"},
 "dom-mlgraphbuilder-reducel2": {"dfnID":"dom-mlgraphbuilder-reducel2","dfnText":"reduceL2(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reducel2"},{"id":"ref-for-dom-mlgraphbuilder-reducel2\u2460"}],"title":"7.7.34. Reduction operations"}],"url":"#dom-mlgraphbuilder-reducel2"},
 "dom-mlgraphbuilder-reducelogsum": {"dfnID":"dom-mlgraphbuilder-reducelogsum","dfnText":"reduceLogSum(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reducelogsum"},{"id":"ref-for-dom-mlgraphbuilder-reducelogsum\u2460"}],"title":"7.7.34. Reduction operations"}],"url":"#dom-mlgraphbuilder-reducelogsum"},
@@ -11990,60 +12718,60 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "dom-mlgraphbuilder-reduceproduct": {"dfnID":"dom-mlgraphbuilder-reduceproduct","dfnText":"reduceProduct(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reduceproduct"},{"id":"ref-for-dom-mlgraphbuilder-reduceproduct\u2460"}],"title":"7.7.34. Reduction operations"}],"url":"#dom-mlgraphbuilder-reduceproduct"},
 "dom-mlgraphbuilder-reducesum": {"dfnID":"dom-mlgraphbuilder-reducesum","dfnText":"reduceSum(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reducesum"},{"id":"ref-for-dom-mlgraphbuilder-reducesum\u2460"}],"title":"7.7.34. Reduction operations"}],"url":"#dom-mlgraphbuilder-reducesum"},
 "dom-mlgraphbuilder-reducesumsquare": {"dfnID":"dom-mlgraphbuilder-reducesumsquare","dfnText":"reduceSumSquare(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reducesumsquare"},{"id":"ref-for-dom-mlgraphbuilder-reducesumsquare\u2460"}],"title":"7.7.34. Reduction operations"}],"url":"#dom-mlgraphbuilder-reducesumsquare"},
-"dom-mlgraphbuilder-relu": {"dfnID":"dom-mlgraphbuilder-relu","dfnText":"relu(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-relu"}],"title":"6.1. Overview"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-relu\u2460"},{"id":"ref-for-dom-mlgraphbuilder-relu\u2461"},{"id":"ref-for-dom-mlgraphbuilder-relu\u2462"}],"title":"7.7.35. relu"}],"url":"#dom-mlgraphbuilder-relu"},
-"dom-mlgraphbuilder-relu-input-options-input": {"dfnID":"dom-mlgraphbuilder-relu-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-relu-input-options-input"}],"title":"7.7.35. relu"}],"url":"#dom-mlgraphbuilder-relu-input-options-input"},
+"dom-mlgraphbuilder-relu": {"dfnID":"dom-mlgraphbuilder-relu","dfnText":"relu(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-relu"}],"title":"6.1. Overview"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-relu\u2460"},{"id":"ref-for-dom-mlgraphbuilder-relu\u2461"},{"id":"ref-for-dom-mlgraphbuilder-relu\u2462"},{"id":"ref-for-dom-mlgraphbuilder-relu\u2463"}],"title":"7.7.35. relu"}],"url":"#dom-mlgraphbuilder-relu"},
+"dom-mlgraphbuilder-relu-input-options-input": {"dfnID":"dom-mlgraphbuilder-relu-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-relu-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-relu-input-options-input\u2460"}],"title":"7.7.35. relu"}],"url":"#dom-mlgraphbuilder-relu-input-options-input"},
 "dom-mlgraphbuilder-relu-input-options-options": {"dfnID":"dom-mlgraphbuilder-relu-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-relu-input-options-options"}],"title":"7.7.35. relu"}],"url":"#dom-mlgraphbuilder-relu-input-options-options"},
-"dom-mlgraphbuilder-resample2d": {"dfnID":"dom-mlgraphbuilder-resample2d","dfnText":"resample2d(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-resample2d"},{"id":"ref-for-dom-mlgraphbuilder-resample2d\u2460"},{"id":"ref-for-dom-mlgraphbuilder-resample2d\u2461"}],"title":"7.7.36. resample2d"}],"url":"#dom-mlgraphbuilder-resample2d"},
-"dom-mlgraphbuilder-resample2d-input-options-input": {"dfnID":"dom-mlgraphbuilder-resample2d-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-resample2d-input-options-input"}],"title":"7.7.36. resample2d"}],"url":"#dom-mlgraphbuilder-resample2d-input-options-input"},
+"dom-mlgraphbuilder-resample2d": {"dfnID":"dom-mlgraphbuilder-resample2d","dfnText":"resample2d(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-resample2d"},{"id":"ref-for-dom-mlgraphbuilder-resample2d\u2460"},{"id":"ref-for-dom-mlgraphbuilder-resample2d\u2461"},{"id":"ref-for-dom-mlgraphbuilder-resample2d\u2462"}],"title":"7.7.36. resample2d"}],"url":"#dom-mlgraphbuilder-resample2d"},
+"dom-mlgraphbuilder-resample2d-input-options-input": {"dfnID":"dom-mlgraphbuilder-resample2d-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-resample2d-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-resample2d-input-options-input\u2460"}],"title":"7.7.36. resample2d"}],"url":"#dom-mlgraphbuilder-resample2d-input-options-input"},
 "dom-mlgraphbuilder-resample2d-input-options-options": {"dfnID":"dom-mlgraphbuilder-resample2d-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-resample2d-input-options-options"}],"title":"7.7.36. resample2d"}],"url":"#dom-mlgraphbuilder-resample2d-input-options-options"},
-"dom-mlgraphbuilder-reshape": {"dfnID":"dom-mlgraphbuilder-reshape","dfnText":"reshape(input, newShape, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape"},{"id":"ref-for-dom-mlgraphbuilder-reshape\u2460"},{"id":"ref-for-dom-mlgraphbuilder-reshape\u2461"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape\u2462"}],"title":"10.1. squeeze"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape\u2463"}],"title":"10.2. unsqueeze"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape\u2464"}],"title":"10.3. flatten"}],"url":"#dom-mlgraphbuilder-reshape"},
-"dom-mlgraphbuilder-reshape-input-newshape-options-input": {"dfnID":"dom-mlgraphbuilder-reshape-input-newshape-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape-input-newshape-options-input"}],"title":"7.7.37. reshape"}],"url":"#dom-mlgraphbuilder-reshape-input-newshape-options-input"},
+"dom-mlgraphbuilder-reshape": {"dfnID":"dom-mlgraphbuilder-reshape","dfnText":"reshape(input, newShape, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape"},{"id":"ref-for-dom-mlgraphbuilder-reshape\u2460"},{"id":"ref-for-dom-mlgraphbuilder-reshape\u2461"},{"id":"ref-for-dom-mlgraphbuilder-reshape\u2462"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape\u2463"}],"title":"10.1. squeeze"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape\u2464"}],"title":"10.2. unsqueeze"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape\u2465"}],"title":"10.3. flatten"}],"url":"#dom-mlgraphbuilder-reshape"},
+"dom-mlgraphbuilder-reshape-input-newshape-options-input": {"dfnID":"dom-mlgraphbuilder-reshape-input-newshape-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape-input-newshape-options-input"},{"id":"ref-for-dom-mlgraphbuilder-reshape-input-newshape-options-input\u2460"}],"title":"7.7.37. reshape"}],"url":"#dom-mlgraphbuilder-reshape-input-newshape-options-input"},
 "dom-mlgraphbuilder-reshape-input-newshape-options-newshape": {"dfnID":"dom-mlgraphbuilder-reshape-input-newshape-options-newshape","dfnText":"newShape","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape-input-newshape-options-newshape"}],"title":"7.7.37. reshape"}],"url":"#dom-mlgraphbuilder-reshape-input-newshape-options-newshape"},
 "dom-mlgraphbuilder-reshape-input-newshape-options-options": {"dfnID":"dom-mlgraphbuilder-reshape-input-newshape-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-reshape-input-newshape-options-options"}],"title":"7.7.37. reshape"}],"url":"#dom-mlgraphbuilder-reshape-input-newshape-options-options"},
-"dom-mlgraphbuilder-sigmoid": {"dfnID":"dom-mlgraphbuilder-sigmoid","dfnText":"sigmoid(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sigmoid"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sigmoid\u2460"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sigmoid\u2461"},{"id":"ref-for-dom-mlgraphbuilder-sigmoid\u2462"},{"id":"ref-for-dom-mlgraphbuilder-sigmoid\u2463"}],"title":"7.7.38. sigmoid"}],"url":"#dom-mlgraphbuilder-sigmoid"},
-"dom-mlgraphbuilder-sigmoid-input-options-input": {"dfnID":"dom-mlgraphbuilder-sigmoid-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sigmoid-input-options-input"}],"title":"7.7.38. sigmoid"}],"url":"#dom-mlgraphbuilder-sigmoid-input-options-input"},
+"dom-mlgraphbuilder-sigmoid": {"dfnID":"dom-mlgraphbuilder-sigmoid","dfnText":"sigmoid(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sigmoid"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sigmoid\u2460"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sigmoid\u2461"},{"id":"ref-for-dom-mlgraphbuilder-sigmoid\u2462"},{"id":"ref-for-dom-mlgraphbuilder-sigmoid\u2463"},{"id":"ref-for-dom-mlgraphbuilder-sigmoid\u2464"}],"title":"7.7.38. sigmoid"}],"url":"#dom-mlgraphbuilder-sigmoid"},
+"dom-mlgraphbuilder-sigmoid-input-options-input": {"dfnID":"dom-mlgraphbuilder-sigmoid-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sigmoid-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-sigmoid-input-options-input\u2460"}],"title":"7.7.38. sigmoid"}],"url":"#dom-mlgraphbuilder-sigmoid-input-options-input"},
 "dom-mlgraphbuilder-sigmoid-input-options-options": {"dfnID":"dom-mlgraphbuilder-sigmoid-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sigmoid-input-options-options"}],"title":"7.7.38. sigmoid"}],"url":"#dom-mlgraphbuilder-sigmoid-input-options-options"},
 "dom-mlgraphbuilder-sin": {"dfnID":"dom-mlgraphbuilder-sin","dfnText":"sin(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sin"},{"id":"ref-for-dom-mlgraphbuilder-sin\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-sin"},
-"dom-mlgraphbuilder-slice": {"dfnID":"dom-mlgraphbuilder-slice","dfnText":"slice(input, starts, sizes, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-slice"},{"id":"ref-for-dom-mlgraphbuilder-slice\u2460"},{"id":"ref-for-dom-mlgraphbuilder-slice\u2461"}],"title":"7.7.39. slice"}],"url":"#dom-mlgraphbuilder-slice"},
-"dom-mlgraphbuilder-slice-input-starts-sizes-options-input": {"dfnID":"dom-mlgraphbuilder-slice-input-starts-sizes-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-slice-input-starts-sizes-options-input"}],"title":"7.7.39. slice"}],"url":"#dom-mlgraphbuilder-slice-input-starts-sizes-options-input"},
+"dom-mlgraphbuilder-slice": {"dfnID":"dom-mlgraphbuilder-slice","dfnText":"slice(input, starts, sizes, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-slice"},{"id":"ref-for-dom-mlgraphbuilder-slice\u2460"},{"id":"ref-for-dom-mlgraphbuilder-slice\u2461"},{"id":"ref-for-dom-mlgraphbuilder-slice\u2462"}],"title":"7.7.39. slice"}],"url":"#dom-mlgraphbuilder-slice"},
+"dom-mlgraphbuilder-slice-input-starts-sizes-options-input": {"dfnID":"dom-mlgraphbuilder-slice-input-starts-sizes-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-slice-input-starts-sizes-options-input"},{"id":"ref-for-dom-mlgraphbuilder-slice-input-starts-sizes-options-input\u2460"}],"title":"7.7.39. slice"}],"url":"#dom-mlgraphbuilder-slice-input-starts-sizes-options-input"},
 "dom-mlgraphbuilder-slice-input-starts-sizes-options-options": {"dfnID":"dom-mlgraphbuilder-slice-input-starts-sizes-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-slice-input-starts-sizes-options-options"}],"title":"7.7.39. slice"}],"url":"#dom-mlgraphbuilder-slice-input-starts-sizes-options-options"},
 "dom-mlgraphbuilder-slice-input-starts-sizes-options-sizes": {"dfnID":"dom-mlgraphbuilder-slice-input-starts-sizes-options-sizes","dfnText":"sizes","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-slice-input-starts-sizes-options-sizes"}],"title":"7.7.39. slice"}],"url":"#dom-mlgraphbuilder-slice-input-starts-sizes-options-sizes"},
 "dom-mlgraphbuilder-slice-input-starts-sizes-options-starts": {"dfnID":"dom-mlgraphbuilder-slice-input-starts-sizes-options-starts","dfnText":"starts","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-slice-input-starts-sizes-options-starts"}],"title":"7.7.39. slice"}],"url":"#dom-mlgraphbuilder-slice-input-starts-sizes-options-starts"},
-"dom-mlgraphbuilder-softmax": {"dfnID":"dom-mlgraphbuilder-softmax","dfnText":"softmax(input, axis, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softmax"},{"id":"ref-for-dom-mlgraphbuilder-softmax\u2460"},{"id":"ref-for-dom-mlgraphbuilder-softmax\u2461"}],"title":"7.7.40. softmax"}],"url":"#dom-mlgraphbuilder-softmax"},
+"dom-mlgraphbuilder-softmax": {"dfnID":"dom-mlgraphbuilder-softmax","dfnText":"softmax(input, axis, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softmax"},{"id":"ref-for-dom-mlgraphbuilder-softmax\u2460"},{"id":"ref-for-dom-mlgraphbuilder-softmax\u2461"},{"id":"ref-for-dom-mlgraphbuilder-softmax\u2462"}],"title":"7.7.40. softmax"}],"url":"#dom-mlgraphbuilder-softmax"},
 "dom-mlgraphbuilder-softmax-input-axis-options-axis": {"dfnID":"dom-mlgraphbuilder-softmax-input-axis-options-axis","dfnText":"axis","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softmax-input-axis-options-axis"}],"title":"7.7.40. softmax"}],"url":"#dom-mlgraphbuilder-softmax-input-axis-options-axis"},
-"dom-mlgraphbuilder-softmax-input-axis-options-input": {"dfnID":"dom-mlgraphbuilder-softmax-input-axis-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softmax-input-axis-options-input"}],"title":"7.7.40. softmax"}],"url":"#dom-mlgraphbuilder-softmax-input-axis-options-input"},
+"dom-mlgraphbuilder-softmax-input-axis-options-input": {"dfnID":"dom-mlgraphbuilder-softmax-input-axis-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softmax-input-axis-options-input"},{"id":"ref-for-dom-mlgraphbuilder-softmax-input-axis-options-input\u2460"}],"title":"7.7.40. softmax"}],"url":"#dom-mlgraphbuilder-softmax-input-axis-options-input"},
 "dom-mlgraphbuilder-softmax-input-axis-options-options": {"dfnID":"dom-mlgraphbuilder-softmax-input-axis-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softmax-input-axis-options-options"}],"title":"7.7.40. softmax"}],"url":"#dom-mlgraphbuilder-softmax-input-axis-options-options"},
-"dom-mlgraphbuilder-softplus": {"dfnID":"dom-mlgraphbuilder-softplus","dfnText":"softplus(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softplus"},{"id":"ref-for-dom-mlgraphbuilder-softplus\u2460"},{"id":"ref-for-dom-mlgraphbuilder-softplus\u2461"}],"title":"7.7.41. softplus"}],"url":"#dom-mlgraphbuilder-softplus"},
-"dom-mlgraphbuilder-softplus-input-options-input": {"dfnID":"dom-mlgraphbuilder-softplus-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softplus-input-options-input"}],"title":"7.7.41. softplus"}],"url":"#dom-mlgraphbuilder-softplus-input-options-input"},
+"dom-mlgraphbuilder-softplus": {"dfnID":"dom-mlgraphbuilder-softplus","dfnText":"softplus(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softplus"},{"id":"ref-for-dom-mlgraphbuilder-softplus\u2460"},{"id":"ref-for-dom-mlgraphbuilder-softplus\u2461"},{"id":"ref-for-dom-mlgraphbuilder-softplus\u2462"}],"title":"7.7.41. softplus"}],"url":"#dom-mlgraphbuilder-softplus"},
+"dom-mlgraphbuilder-softplus-input-options-input": {"dfnID":"dom-mlgraphbuilder-softplus-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softplus-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-softplus-input-options-input\u2460"}],"title":"7.7.41. softplus"}],"url":"#dom-mlgraphbuilder-softplus-input-options-input"},
 "dom-mlgraphbuilder-softplus-input-options-options": {"dfnID":"dom-mlgraphbuilder-softplus-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softplus-input-options-options"}],"title":"7.7.41. softplus"}],"url":"#dom-mlgraphbuilder-softplus-input-options-options"},
-"dom-mlgraphbuilder-softsign": {"dfnID":"dom-mlgraphbuilder-softsign","dfnText":"softsign(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softsign"},{"id":"ref-for-dom-mlgraphbuilder-softsign\u2460"},{"id":"ref-for-dom-mlgraphbuilder-softsign\u2461"}],"title":"7.7.42. softsign"}],"url":"#dom-mlgraphbuilder-softsign"},
-"dom-mlgraphbuilder-softsign-input-options-input": {"dfnID":"dom-mlgraphbuilder-softsign-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softsign-input-options-input"}],"title":"7.7.42. softsign"}],"url":"#dom-mlgraphbuilder-softsign-input-options-input"},
+"dom-mlgraphbuilder-softsign": {"dfnID":"dom-mlgraphbuilder-softsign","dfnText":"softsign(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softsign"},{"id":"ref-for-dom-mlgraphbuilder-softsign\u2460"},{"id":"ref-for-dom-mlgraphbuilder-softsign\u2461"},{"id":"ref-for-dom-mlgraphbuilder-softsign\u2462"}],"title":"7.7.42. softsign"}],"url":"#dom-mlgraphbuilder-softsign"},
+"dom-mlgraphbuilder-softsign-input-options-input": {"dfnID":"dom-mlgraphbuilder-softsign-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softsign-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-softsign-input-options-input\u2460"}],"title":"7.7.42. softsign"}],"url":"#dom-mlgraphbuilder-softsign-input-options-input"},
 "dom-mlgraphbuilder-softsign-input-options-options": {"dfnID":"dom-mlgraphbuilder-softsign-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-softsign-input-options-options"}],"title":"7.7.42. softsign"}],"url":"#dom-mlgraphbuilder-softsign-input-options-options"},
-"dom-mlgraphbuilder-split": {"dfnID":"dom-mlgraphbuilder-split","dfnText":"split(input, splits, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-split"},{"id":"ref-for-dom-mlgraphbuilder-split\u2460"},{"id":"ref-for-dom-mlgraphbuilder-split\u2461"}],"title":"7.7.43. split"}],"url":"#dom-mlgraphbuilder-split"},
-"dom-mlgraphbuilder-split-input-splits-options-input": {"dfnID":"dom-mlgraphbuilder-split-input-splits-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-split-input-splits-options-input"}],"title":"7.7.43. split"}],"url":"#dom-mlgraphbuilder-split-input-splits-options-input"},
+"dom-mlgraphbuilder-split": {"dfnID":"dom-mlgraphbuilder-split","dfnText":"split(input, splits, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-split"},{"id":"ref-for-dom-mlgraphbuilder-split\u2460"},{"id":"ref-for-dom-mlgraphbuilder-split\u2461"},{"id":"ref-for-dom-mlgraphbuilder-split\u2462"}],"title":"7.7.43. split"}],"url":"#dom-mlgraphbuilder-split"},
+"dom-mlgraphbuilder-split-input-splits-options-input": {"dfnID":"dom-mlgraphbuilder-split-input-splits-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-split-input-splits-options-input"},{"id":"ref-for-dom-mlgraphbuilder-split-input-splits-options-input\u2460"}],"title":"7.7.43. split"}],"url":"#dom-mlgraphbuilder-split-input-splits-options-input"},
 "dom-mlgraphbuilder-split-input-splits-options-options": {"dfnID":"dom-mlgraphbuilder-split-input-splits-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-split-input-splits-options-options"}],"title":"7.7.43. split"}],"url":"#dom-mlgraphbuilder-split-input-splits-options-options"},
 "dom-mlgraphbuilder-split-input-splits-options-splits": {"dfnID":"dom-mlgraphbuilder-split-input-splits-options-splits","dfnText":"splits","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-split-input-splits-options-splits"}],"title":"7.7.43. split"}],"url":"#dom-mlgraphbuilder-split-input-splits-options-splits"},
 "dom-mlgraphbuilder-sqrt": {"dfnID":"dom-mlgraphbuilder-sqrt","dfnText":"sqrt(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sqrt"},{"id":"ref-for-dom-mlgraphbuilder-sqrt\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-sqrt"},
 "dom-mlgraphbuilder-sub": {"dfnID":"dom-mlgraphbuilder-sub","dfnText":"sub(a, b, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-sub"},{"id":"ref-for-dom-mlgraphbuilder-sub\u2460"}],"title":"7.7.12. Element-wise binary operations"}],"url":"#dom-mlgraphbuilder-sub"},
 "dom-mlgraphbuilder-tan": {"dfnID":"dom-mlgraphbuilder-tan","dfnText":"tan(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-tan"},{"id":"ref-for-dom-mlgraphbuilder-tan\u2460"}],"title":"7.7.14. Element-wise unary operations"}],"url":"#dom-mlgraphbuilder-tan"},
-"dom-mlgraphbuilder-tanh": {"dfnID":"dom-mlgraphbuilder-tanh","dfnText":"tanh(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-tanh"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-tanh\u2460"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-tanh\u2461"},{"id":"ref-for-dom-mlgraphbuilder-tanh\u2462"},{"id":"ref-for-dom-mlgraphbuilder-tanh\u2463"}],"title":"7.7.44. tanh"}],"url":"#dom-mlgraphbuilder-tanh"},
-"dom-mlgraphbuilder-tanh-input-options-input": {"dfnID":"dom-mlgraphbuilder-tanh-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-tanh-input-options-input"}],"title":"7.7.44. tanh"}],"url":"#dom-mlgraphbuilder-tanh-input-options-input"},
+"dom-mlgraphbuilder-tanh": {"dfnID":"dom-mlgraphbuilder-tanh","dfnText":"tanh(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-tanh"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-tanh\u2460"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-dom-mlgraphbuilder-tanh\u2461"},{"id":"ref-for-dom-mlgraphbuilder-tanh\u2462"},{"id":"ref-for-dom-mlgraphbuilder-tanh\u2463"},{"id":"ref-for-dom-mlgraphbuilder-tanh\u2464"}],"title":"7.7.44. tanh"}],"url":"#dom-mlgraphbuilder-tanh"},
+"dom-mlgraphbuilder-tanh-input-options-input": {"dfnID":"dom-mlgraphbuilder-tanh-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-tanh-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-tanh-input-options-input\u2460"}],"title":"7.7.44. tanh"}],"url":"#dom-mlgraphbuilder-tanh-input-options-input"},
 "dom-mlgraphbuilder-tanh-input-options-options": {"dfnID":"dom-mlgraphbuilder-tanh-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-tanh-input-options-options"}],"title":"7.7.44. tanh"}],"url":"#dom-mlgraphbuilder-tanh-input-options-options"},
-"dom-mlgraphbuilder-transpose": {"dfnID":"dom-mlgraphbuilder-transpose","dfnText":"transpose(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-transpose"},{"id":"ref-for-dom-mlgraphbuilder-transpose\u2460"},{"id":"ref-for-dom-mlgraphbuilder-transpose\u2461"}],"title":"7.7.45. transpose"}],"url":"#dom-mlgraphbuilder-transpose"},
-"dom-mlgraphbuilder-transpose-input-options-input": {"dfnID":"dom-mlgraphbuilder-transpose-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-transpose-input-options-input"}],"title":"7.7.45. transpose"}],"url":"#dom-mlgraphbuilder-transpose-input-options-input"},
+"dom-mlgraphbuilder-transpose": {"dfnID":"dom-mlgraphbuilder-transpose","dfnText":"transpose(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-transpose"},{"id":"ref-for-dom-mlgraphbuilder-transpose\u2460"},{"id":"ref-for-dom-mlgraphbuilder-transpose\u2461"},{"id":"ref-for-dom-mlgraphbuilder-transpose\u2462"}],"title":"7.7.45. transpose"}],"url":"#dom-mlgraphbuilder-transpose"},
+"dom-mlgraphbuilder-transpose-input-options-input": {"dfnID":"dom-mlgraphbuilder-transpose-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-transpose-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-transpose-input-options-input\u2460"}],"title":"7.7.45. transpose"}],"url":"#dom-mlgraphbuilder-transpose-input-options-input"},
 "dom-mlgraphbuilder-transpose-input-options-options": {"dfnID":"dom-mlgraphbuilder-transpose-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-transpose-input-options-options"}],"title":"7.7.45. transpose"}],"url":"#dom-mlgraphbuilder-transpose-input-options-options"},
-"dom-mlgraphbuilder-triangular": {"dfnID":"dom-mlgraphbuilder-triangular","dfnText":"triangular(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-triangular"},{"id":"ref-for-dom-mlgraphbuilder-triangular\u2460"},{"id":"ref-for-dom-mlgraphbuilder-triangular\u2461"}],"title":"7.7.46. triangular"}],"url":"#dom-mlgraphbuilder-triangular"},
-"dom-mlgraphbuilder-triangular-input-options-input": {"dfnID":"dom-mlgraphbuilder-triangular-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-triangular-input-options-input"}],"title":"7.7.46. triangular"}],"url":"#dom-mlgraphbuilder-triangular-input-options-input"},
+"dom-mlgraphbuilder-triangular": {"dfnID":"dom-mlgraphbuilder-triangular","dfnText":"triangular(input, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-triangular"},{"id":"ref-for-dom-mlgraphbuilder-triangular\u2460"},{"id":"ref-for-dom-mlgraphbuilder-triangular\u2461"},{"id":"ref-for-dom-mlgraphbuilder-triangular\u2462"}],"title":"7.7.46. triangular"}],"url":"#dom-mlgraphbuilder-triangular"},
+"dom-mlgraphbuilder-triangular-input-options-input": {"dfnID":"dom-mlgraphbuilder-triangular-input-options-input","dfnText":"input","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-triangular-input-options-input"},{"id":"ref-for-dom-mlgraphbuilder-triangular-input-options-input\u2460"}],"title":"7.7.46. triangular"}],"url":"#dom-mlgraphbuilder-triangular-input-options-input"},
 "dom-mlgraphbuilder-triangular-input-options-options": {"dfnID":"dom-mlgraphbuilder-triangular-input-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-triangular-input-options-options"}],"title":"7.7.46. triangular"}],"url":"#dom-mlgraphbuilder-triangular-input-options-options"},
-"dom-mlgraphbuilder-where": {"dfnID":"dom-mlgraphbuilder-where","dfnText":"where(condition, trueValue, falseValue, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-where"},{"id":"ref-for-dom-mlgraphbuilder-where\u2460"},{"id":"ref-for-dom-mlgraphbuilder-where\u2461"}],"title":"7.7.47. where"}],"url":"#dom-mlgraphbuilder-where"},
-"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition": {"dfnID":"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition","dfnText":"condition","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition"}],"title":"7.7.47. where"}],"url":"#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition"},
-"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-falsevalue": {"dfnID":"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-falsevalue","dfnText":"falseValue","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-falsevalue"}],"title":"7.7.47. where"}],"url":"#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-falsevalue"},
+"dom-mlgraphbuilder-where": {"dfnID":"dom-mlgraphbuilder-where","dfnText":"where(condition, trueValue, falseValue, options)","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-where"},{"id":"ref-for-dom-mlgraphbuilder-where\u2460"},{"id":"ref-for-dom-mlgraphbuilder-where\u2461"},{"id":"ref-for-dom-mlgraphbuilder-where\u2462"}],"title":"7.7.47. where"}],"url":"#dom-mlgraphbuilder-where"},
+"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition": {"dfnID":"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition","dfnText":"condition","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition"},{"id":"ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition\u2460"}],"title":"7.7.47. where"}],"url":"#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-condition"},
+"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-falsevalue": {"dfnID":"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-falsevalue","dfnText":"falseValue","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-falsevalue"},{"id":"ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-falsevalue\u2460"}],"title":"7.7.47. where"}],"url":"#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-falsevalue"},
 "dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-options": {"dfnID":"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-options","dfnText":"options","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-options"}],"title":"7.7.47. where"}],"url":"#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-options"},
-"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue": {"dfnID":"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue","dfnText":"trueValue","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue"}],"title":"7.7.47. where"}],"url":"#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue"},
+"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue": {"dfnID":"dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue","dfnText":"trueValue","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue"},{"id":"ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue\u2460"},{"id":"ref-for-dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue\u2461"}],"title":"7.7.47. where"}],"url":"#dom-mlgraphbuilder-where-condition-truevalue-falsevalue-options-truevalue"},
 "dom-mlgrucelloptions-activations": {"dfnID":"dom-mlgrucelloptions-activations","dfnText":"activations","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrucelloptions-activations"},{"id":"ref-for-dom-mlgrucelloptions-activations\u2460"},{"id":"ref-for-dom-mlgrucelloptions-activations\u2461"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgrucelloptions-activations"},
-"dom-mlgrucelloptions-bias": {"dfnID":"dom-mlgrucelloptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrucelloptions-bias"},{"id":"ref-for-dom-mlgrucelloptions-bias\u2460"},{"id":"ref-for-dom-mlgrucelloptions-bias\u2461"},{"id":"ref-for-dom-mlgrucelloptions-bias\u2462"},{"id":"ref-for-dom-mlgrucelloptions-bias\u2463"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgrucelloptions-bias"},
+"dom-mlgrucelloptions-bias": {"dfnID":"dom-mlgrucelloptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrucelloptions-bias"},{"id":"ref-for-dom-mlgrucelloptions-bias\u2460"},{"id":"ref-for-dom-mlgrucelloptions-bias\u2461"},{"id":"ref-for-dom-mlgrucelloptions-bias\u2462"},{"id":"ref-for-dom-mlgrucelloptions-bias\u2463"},{"id":"ref-for-dom-mlgrucelloptions-bias\u2464"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgrucelloptions-bias"},
 "dom-mlgrucelloptions-layout": {"dfnID":"dom-mlgrucelloptions-layout","dfnText":"layout","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrucelloptions-layout"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgrucelloptions-layout"},
-"dom-mlgrucelloptions-recurrentbias": {"dfnID":"dom-mlgrucelloptions-recurrentbias","dfnText":"recurrentBias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrucelloptions-recurrentbias"},{"id":"ref-for-dom-mlgrucelloptions-recurrentbias\u2460"},{"id":"ref-for-dom-mlgrucelloptions-recurrentbias\u2461"},{"id":"ref-for-dom-mlgrucelloptions-recurrentbias\u2462"},{"id":"ref-for-dom-mlgrucelloptions-recurrentbias\u2463"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgrucelloptions-recurrentbias"},
+"dom-mlgrucelloptions-recurrentbias": {"dfnID":"dom-mlgrucelloptions-recurrentbias","dfnText":"recurrentBias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrucelloptions-recurrentbias"},{"id":"ref-for-dom-mlgrucelloptions-recurrentbias\u2460"},{"id":"ref-for-dom-mlgrucelloptions-recurrentbias\u2461"},{"id":"ref-for-dom-mlgrucelloptions-recurrentbias\u2462"},{"id":"ref-for-dom-mlgrucelloptions-recurrentbias\u2463"},{"id":"ref-for-dom-mlgrucelloptions-recurrentbias\u2464"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgrucelloptions-recurrentbias"},
 "dom-mlgrucelloptions-resetafter": {"dfnID":"dom-mlgrucelloptions-resetafter","dfnText":"resetAfter","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrucelloptions-resetafter"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgrucelloptions-resetafter"},
 "dom-mlgrucellsupportlimits-bias": {"dfnID":"dom-mlgrucellsupportlimits-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrucellsupportlimits-bias"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgrucellsupportlimits-bias"},
 "dom-mlgrucellsupportlimits-hiddenstate": {"dfnID":"dom-mlgrucellsupportlimits-hiddenstate","dfnText":"hiddenState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrucellsupportlimits-hiddenstate"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgrucellsupportlimits-hiddenstate"},
@@ -12053,11 +12781,11 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "dom-mlgrucellsupportlimits-recurrentweight": {"dfnID":"dom-mlgrucellsupportlimits-recurrentweight","dfnText":"recurrentWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrucellsupportlimits-recurrentweight"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgrucellsupportlimits-recurrentweight"},
 "dom-mlgrucellsupportlimits-weight": {"dfnID":"dom-mlgrucellsupportlimits-weight","dfnText":"weight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrucellsupportlimits-weight"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgrucellsupportlimits-weight"},
 "dom-mlgruoptions-activations": {"dfnID":"dom-mlgruoptions-activations","dfnText":"activations","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgruoptions-activations"},{"id":"ref-for-dom-mlgruoptions-activations\u2460"},{"id":"ref-for-dom-mlgruoptions-activations\u2461"}],"title":"7.7.20. gru"}],"url":"#dom-mlgruoptions-activations"},
-"dom-mlgruoptions-bias": {"dfnID":"dom-mlgruoptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgruoptions-bias"},{"id":"ref-for-dom-mlgruoptions-bias\u2460"},{"id":"ref-for-dom-mlgruoptions-bias\u2461"},{"id":"ref-for-dom-mlgruoptions-bias\u2462"},{"id":"ref-for-dom-mlgruoptions-bias\u2463"}],"title":"7.7.20. gru"}],"url":"#dom-mlgruoptions-bias"},
+"dom-mlgruoptions-bias": {"dfnID":"dom-mlgruoptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgruoptions-bias"},{"id":"ref-for-dom-mlgruoptions-bias\u2460"},{"id":"ref-for-dom-mlgruoptions-bias\u2461"},{"id":"ref-for-dom-mlgruoptions-bias\u2462"},{"id":"ref-for-dom-mlgruoptions-bias\u2463"},{"id":"ref-for-dom-mlgruoptions-bias\u2464"}],"title":"7.7.20. gru"}],"url":"#dom-mlgruoptions-bias"},
 "dom-mlgruoptions-direction": {"dfnID":"dom-mlgruoptions-direction","dfnText":"direction","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgruoptions-direction"},{"id":"ref-for-dom-mlgruoptions-direction\u2460"}],"title":"7.7.20. gru"}],"url":"#dom-mlgruoptions-direction"},
-"dom-mlgruoptions-initialhiddenstate": {"dfnID":"dom-mlgruoptions-initialhiddenstate","dfnText":"initialHiddenState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgruoptions-initialhiddenstate"},{"id":"ref-for-dom-mlgruoptions-initialhiddenstate\u2460"},{"id":"ref-for-dom-mlgruoptions-initialhiddenstate\u2461"},{"id":"ref-for-dom-mlgruoptions-initialhiddenstate\u2462"}],"title":"7.7.20. gru"}],"url":"#dom-mlgruoptions-initialhiddenstate"},
+"dom-mlgruoptions-initialhiddenstate": {"dfnID":"dom-mlgruoptions-initialhiddenstate","dfnText":"initialHiddenState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgruoptions-initialhiddenstate"},{"id":"ref-for-dom-mlgruoptions-initialhiddenstate\u2460"},{"id":"ref-for-dom-mlgruoptions-initialhiddenstate\u2461"},{"id":"ref-for-dom-mlgruoptions-initialhiddenstate\u2462"},{"id":"ref-for-dom-mlgruoptions-initialhiddenstate\u2463"}],"title":"7.7.20. gru"}],"url":"#dom-mlgruoptions-initialhiddenstate"},
 "dom-mlgruoptions-layout": {"dfnID":"dom-mlgruoptions-layout","dfnText":"layout","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgruoptions-layout"},{"id":"ref-for-dom-mlgruoptions-layout\u2460"},{"id":"ref-for-dom-mlgruoptions-layout\u2461"},{"id":"ref-for-dom-mlgruoptions-layout\u2462"},{"id":"ref-for-dom-mlgruoptions-layout\u2463"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-dom-mlgruoptions-layout\u2464"},{"id":"ref-for-dom-mlgruoptions-layout\u2465"}],"title":"7.7.21. gruCell"}],"url":"#dom-mlgruoptions-layout"},
-"dom-mlgruoptions-recurrentbias": {"dfnID":"dom-mlgruoptions-recurrentbias","dfnText":"recurrentBias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgruoptions-recurrentbias"},{"id":"ref-for-dom-mlgruoptions-recurrentbias\u2460"},{"id":"ref-for-dom-mlgruoptions-recurrentbias\u2461"},{"id":"ref-for-dom-mlgruoptions-recurrentbias\u2462"},{"id":"ref-for-dom-mlgruoptions-recurrentbias\u2463"}],"title":"7.7.20. gru"}],"url":"#dom-mlgruoptions-recurrentbias"},
+"dom-mlgruoptions-recurrentbias": {"dfnID":"dom-mlgruoptions-recurrentbias","dfnText":"recurrentBias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgruoptions-recurrentbias"},{"id":"ref-for-dom-mlgruoptions-recurrentbias\u2460"},{"id":"ref-for-dom-mlgruoptions-recurrentbias\u2461"},{"id":"ref-for-dom-mlgruoptions-recurrentbias\u2462"},{"id":"ref-for-dom-mlgruoptions-recurrentbias\u2463"},{"id":"ref-for-dom-mlgruoptions-recurrentbias\u2464"}],"title":"7.7.20. gru"}],"url":"#dom-mlgruoptions-recurrentbias"},
 "dom-mlgruoptions-resetafter": {"dfnID":"dom-mlgruoptions-resetafter","dfnText":"resetAfter","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgruoptions-resetafter"}],"title":"7.7.20. gru"}],"url":"#dom-mlgruoptions-resetafter"},
 "dom-mlgruoptions-returnsequence": {"dfnID":"dom-mlgruoptions-returnsequence","dfnText":"returnSequence","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgruoptions-returnsequence"},{"id":"ref-for-dom-mlgruoptions-returnsequence\u2460"},{"id":"ref-for-dom-mlgruoptions-returnsequence\u2461"},{"id":"ref-for-dom-mlgruoptions-returnsequence\u2462"}],"title":"7.7.20. gru"}],"url":"#dom-mlgruoptions-returnsequence"},
 "dom-mlgrusupportlimits-bias": {"dfnID":"dom-mlgrusupportlimits-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlgrusupportlimits-bias"}],"title":"7.7.20. gru"}],"url":"#dom-mlgrusupportlimits-bias"},
@@ -12073,26 +12801,26 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "dom-mlhardsigmoidoptions-beta": {"dfnID":"dom-mlhardsigmoidoptions-beta","dfnText":"beta","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlhardsigmoidoptions-beta"},{"id":"ref-for-dom-mlhardsigmoidoptions-beta\u2460"},{"id":"ref-for-dom-mlhardsigmoidoptions-beta\u2461"}],"title":"7.7.22. hardSigmoid"}],"url":"#dom-mlhardsigmoidoptions-beta"},
 "dom-mlinputoperandlayout-nchw": {"dfnID":"dom-mlinputoperandlayout-nchw","dfnText":"\"nchw\"","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlinputoperandlayout-nchw"},{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2460"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2461"},{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2462"},{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2463"},{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2464"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2465"},{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2466"},{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2467"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2468"},{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2460\u24ea"},{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2460\u2460"},{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2460\u2461"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2460\u2462"},{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2460\u2463"},{"id":"ref-for-dom-mlinputoperandlayout-nchw\u2460\u2464"}],"title":"7.7.32. Pooling operations"}],"url":"#dom-mlinputoperandlayout-nchw"},
 "dom-mlinputoperandlayout-nhwc": {"dfnID":"dom-mlinputoperandlayout-nhwc","dfnText":"\"nhwc\"","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlinputoperandlayout-nhwc"},{"id":"ref-for-dom-mlinputoperandlayout-nhwc\u2460"},{"id":"ref-for-dom-mlinputoperandlayout-nhwc\u2461"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-dom-mlinputoperandlayout-nhwc\u2462"},{"id":"ref-for-dom-mlinputoperandlayout-nhwc\u2463"},{"id":"ref-for-dom-mlinputoperandlayout-nhwc\u2464"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-dom-mlinputoperandlayout-nhwc\u2465"},{"id":"ref-for-dom-mlinputoperandlayout-nhwc\u2466"},{"id":"ref-for-dom-mlinputoperandlayout-nhwc\u2467"}],"title":"7.7.32. Pooling operations"}],"url":"#dom-mlinputoperandlayout-nhwc"},
-"dom-mlinstancenormalizationoptions-bias": {"dfnID":"dom-mlinstancenormalizationoptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlinstancenormalizationoptions-bias"},{"id":"ref-for-dom-mlinstancenormalizationoptions-bias\u2460"},{"id":"ref-for-dom-mlinstancenormalizationoptions-bias\u2461"},{"id":"ref-for-dom-mlinstancenormalizationoptions-bias\u2462"}],"title":"7.7.24. instanceNormalization"}],"url":"#dom-mlinstancenormalizationoptions-bias"},
+"dom-mlinstancenormalizationoptions-bias": {"dfnID":"dom-mlinstancenormalizationoptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlinstancenormalizationoptions-bias"},{"id":"ref-for-dom-mlinstancenormalizationoptions-bias\u2460"},{"id":"ref-for-dom-mlinstancenormalizationoptions-bias\u2461"},{"id":"ref-for-dom-mlinstancenormalizationoptions-bias\u2462"},{"id":"ref-for-dom-mlinstancenormalizationoptions-bias\u2463"}],"title":"7.7.24. instanceNormalization"}],"url":"#dom-mlinstancenormalizationoptions-bias"},
 "dom-mlinstancenormalizationoptions-epsilon": {"dfnID":"dom-mlinstancenormalizationoptions-epsilon","dfnText":"epsilon","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlinstancenormalizationoptions-epsilon"},{"id":"ref-for-dom-mlinstancenormalizationoptions-epsilon\u2460"},{"id":"ref-for-dom-mlinstancenormalizationoptions-epsilon\u2461"}],"title":"7.7.24. instanceNormalization"}],"url":"#dom-mlinstancenormalizationoptions-epsilon"},
 "dom-mlinstancenormalizationoptions-layout": {"dfnID":"dom-mlinstancenormalizationoptions-layout","dfnText":"layout","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlinstancenormalizationoptions-layout"},{"id":"ref-for-dom-mlinstancenormalizationoptions-layout\u2460"}],"title":"7.7.24. instanceNormalization"}],"url":"#dom-mlinstancenormalizationoptions-layout"},
-"dom-mlinstancenormalizationoptions-scale": {"dfnID":"dom-mlinstancenormalizationoptions-scale","dfnText":"scale","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlinstancenormalizationoptions-scale"},{"id":"ref-for-dom-mlinstancenormalizationoptions-scale\u2460"},{"id":"ref-for-dom-mlinstancenormalizationoptions-scale\u2461"},{"id":"ref-for-dom-mlinstancenormalizationoptions-scale\u2462"}],"title":"7.7.24. instanceNormalization"}],"url":"#dom-mlinstancenormalizationoptions-scale"},
+"dom-mlinstancenormalizationoptions-scale": {"dfnID":"dom-mlinstancenormalizationoptions-scale","dfnText":"scale","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlinstancenormalizationoptions-scale"},{"id":"ref-for-dom-mlinstancenormalizationoptions-scale\u2460"},{"id":"ref-for-dom-mlinstancenormalizationoptions-scale\u2461"},{"id":"ref-for-dom-mlinstancenormalizationoptions-scale\u2462"},{"id":"ref-for-dom-mlinstancenormalizationoptions-scale\u2463"}],"title":"7.7.24. instanceNormalization"}],"url":"#dom-mlinstancenormalizationoptions-scale"},
 "dom-mlinterpolationmode-linear": {"dfnID":"dom-mlinterpolationmode-linear","dfnText":"\"linear\"","external":false,"refSections":[],"url":"#dom-mlinterpolationmode-linear"},
 "dom-mlinterpolationmode-nearest-neighbor": {"dfnID":"dom-mlinterpolationmode-nearest-neighbor","dfnText":"\"nearest-neighbor\"","external":false,"refSections":[],"url":"#dom-mlinterpolationmode-nearest-neighbor"},
 "dom-mllayernormalizationoptions-axes": {"dfnID":"dom-mllayernormalizationoptions-axes","dfnText":"axes","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllayernormalizationoptions-axes"},{"id":"ref-for-dom-mllayernormalizationoptions-axes\u2460"},{"id":"ref-for-dom-mllayernormalizationoptions-axes\u2461"},{"id":"ref-for-dom-mllayernormalizationoptions-axes\u2462"},{"id":"ref-for-dom-mllayernormalizationoptions-axes\u2463"},{"id":"ref-for-dom-mllayernormalizationoptions-axes\u2464"},{"id":"ref-for-dom-mllayernormalizationoptions-axes\u2465"},{"id":"ref-for-dom-mllayernormalizationoptions-axes\u2466"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mllayernormalizationoptions-axes"},
-"dom-mllayernormalizationoptions-bias": {"dfnID":"dom-mllayernormalizationoptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllayernormalizationoptions-bias"},{"id":"ref-for-dom-mllayernormalizationoptions-bias\u2460"},{"id":"ref-for-dom-mllayernormalizationoptions-bias\u2461"},{"id":"ref-for-dom-mllayernormalizationoptions-bias\u2462"},{"id":"ref-for-dom-mllayernormalizationoptions-bias\u2463"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mllayernormalizationoptions-bias"},
+"dom-mllayernormalizationoptions-bias": {"dfnID":"dom-mllayernormalizationoptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllayernormalizationoptions-bias"},{"id":"ref-for-dom-mllayernormalizationoptions-bias\u2460"},{"id":"ref-for-dom-mllayernormalizationoptions-bias\u2461"},{"id":"ref-for-dom-mllayernormalizationoptions-bias\u2462"},{"id":"ref-for-dom-mllayernormalizationoptions-bias\u2463"},{"id":"ref-for-dom-mllayernormalizationoptions-bias\u2464"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mllayernormalizationoptions-bias"},
 "dom-mllayernormalizationoptions-epsilon": {"dfnID":"dom-mllayernormalizationoptions-epsilon","dfnText":"epsilon","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllayernormalizationoptions-epsilon"},{"id":"ref-for-dom-mllayernormalizationoptions-epsilon\u2460"},{"id":"ref-for-dom-mllayernormalizationoptions-epsilon\u2461"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mllayernormalizationoptions-epsilon"},
-"dom-mllayernormalizationoptions-scale": {"dfnID":"dom-mllayernormalizationoptions-scale","dfnText":"scale","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllayernormalizationoptions-scale"},{"id":"ref-for-dom-mllayernormalizationoptions-scale\u2460"},{"id":"ref-for-dom-mllayernormalizationoptions-scale\u2461"},{"id":"ref-for-dom-mllayernormalizationoptions-scale\u2462"},{"id":"ref-for-dom-mllayernormalizationoptions-scale\u2463"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mllayernormalizationoptions-scale"},
+"dom-mllayernormalizationoptions-scale": {"dfnID":"dom-mllayernormalizationoptions-scale","dfnText":"scale","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllayernormalizationoptions-scale"},{"id":"ref-for-dom-mllayernormalizationoptions-scale\u2460"},{"id":"ref-for-dom-mllayernormalizationoptions-scale\u2461"},{"id":"ref-for-dom-mllayernormalizationoptions-scale\u2462"},{"id":"ref-for-dom-mllayernormalizationoptions-scale\u2463"},{"id":"ref-for-dom-mllayernormalizationoptions-scale\u2464"}],"title":"7.7.25. layerNormalization"}],"url":"#dom-mllayernormalizationoptions-scale"},
 "dom-mlleakyreluoptions-alpha": {"dfnID":"dom-mlleakyreluoptions-alpha","dfnText":"alpha","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mlleakyreluoptions-alpha"},{"id":"ref-for-dom-mlleakyreluoptions-alpha\u2460"},{"id":"ref-for-dom-mlleakyreluoptions-alpha\u2461"}],"title":"7.7.26. leakyRelu"}],"url":"#dom-mlleakyreluoptions-alpha"},
 "dom-mllinearoptions-alpha": {"dfnID":"dom-mllinearoptions-alpha","dfnText":"alpha","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllinearoptions-alpha"},{"id":"ref-for-dom-mllinearoptions-alpha\u2460"},{"id":"ref-for-dom-mllinearoptions-alpha\u2461"}],"title":"7.7.27. linear"}],"url":"#dom-mllinearoptions-alpha"},
 "dom-mllinearoptions-beta": {"dfnID":"dom-mllinearoptions-beta","dfnText":"beta","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllinearoptions-beta"},{"id":"ref-for-dom-mllinearoptions-beta\u2460"},{"id":"ref-for-dom-mllinearoptions-beta\u2461"}],"title":"7.7.27. linear"}],"url":"#dom-mllinearoptions-beta"},
 "dom-mllogicalnotsupportlimits-a": {"dfnID":"dom-mllogicalnotsupportlimits-a","dfnText":"a","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllogicalnotsupportlimits-a"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mllogicalnotsupportlimits-a"},
 "dom-mllogicalnotsupportlimits-output": {"dfnID":"dom-mllogicalnotsupportlimits-output","dfnText":"output","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllogicalnotsupportlimits-output"}],"title":"7.7.13. Element-wise logical operations"}],"url":"#dom-mllogicalnotsupportlimits-output"},
 "dom-mllstmcelloptions-activations": {"dfnID":"dom-mllstmcelloptions-activations","dfnText":"activations","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcelloptions-activations"},{"id":"ref-for-dom-mllstmcelloptions-activations\u2460"},{"id":"ref-for-dom-mllstmcelloptions-activations\u2461"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcelloptions-activations"},
-"dom-mllstmcelloptions-bias": {"dfnID":"dom-mllstmcelloptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcelloptions-bias"},{"id":"ref-for-dom-mllstmcelloptions-bias\u2460"},{"id":"ref-for-dom-mllstmcelloptions-bias\u2461"},{"id":"ref-for-dom-mllstmcelloptions-bias\u2462"},{"id":"ref-for-dom-mllstmcelloptions-bias\u2463"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcelloptions-bias"},
+"dom-mllstmcelloptions-bias": {"dfnID":"dom-mllstmcelloptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcelloptions-bias"},{"id":"ref-for-dom-mllstmcelloptions-bias\u2460"},{"id":"ref-for-dom-mllstmcelloptions-bias\u2461"},{"id":"ref-for-dom-mllstmcelloptions-bias\u2462"},{"id":"ref-for-dom-mllstmcelloptions-bias\u2463"},{"id":"ref-for-dom-mllstmcelloptions-bias\u2464"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcelloptions-bias"},
 "dom-mllstmcelloptions-layout": {"dfnID":"dom-mllstmcelloptions-layout","dfnText":"layout","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcelloptions-layout"},{"id":"ref-for-dom-mllstmcelloptions-layout\u2460"},{"id":"ref-for-dom-mllstmcelloptions-layout\u2461"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcelloptions-layout"},
-"dom-mllstmcelloptions-peepholeweight": {"dfnID":"dom-mllstmcelloptions-peepholeweight","dfnText":"peepholeWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcelloptions-peepholeweight"},{"id":"ref-for-dom-mllstmcelloptions-peepholeweight\u2460"},{"id":"ref-for-dom-mllstmcelloptions-peepholeweight\u2461"},{"id":"ref-for-dom-mllstmcelloptions-peepholeweight\u2462"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcelloptions-peepholeweight"},
-"dom-mllstmcelloptions-recurrentbias": {"dfnID":"dom-mllstmcelloptions-recurrentbias","dfnText":"recurrentBias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcelloptions-recurrentbias"},{"id":"ref-for-dom-mllstmcelloptions-recurrentbias\u2460"},{"id":"ref-for-dom-mllstmcelloptions-recurrentbias\u2461"},{"id":"ref-for-dom-mllstmcelloptions-recurrentbias\u2462"},{"id":"ref-for-dom-mllstmcelloptions-recurrentbias\u2463"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcelloptions-recurrentbias"},
+"dom-mllstmcelloptions-peepholeweight": {"dfnID":"dom-mllstmcelloptions-peepholeweight","dfnText":"peepholeWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcelloptions-peepholeweight"},{"id":"ref-for-dom-mllstmcelloptions-peepholeweight\u2460"},{"id":"ref-for-dom-mllstmcelloptions-peepholeweight\u2461"},{"id":"ref-for-dom-mllstmcelloptions-peepholeweight\u2462"},{"id":"ref-for-dom-mllstmcelloptions-peepholeweight\u2463"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcelloptions-peepholeweight"},
+"dom-mllstmcelloptions-recurrentbias": {"dfnID":"dom-mllstmcelloptions-recurrentbias","dfnText":"recurrentBias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcelloptions-recurrentbias"},{"id":"ref-for-dom-mllstmcelloptions-recurrentbias\u2460"},{"id":"ref-for-dom-mllstmcelloptions-recurrentbias\u2461"},{"id":"ref-for-dom-mllstmcelloptions-recurrentbias\u2462"},{"id":"ref-for-dom-mllstmcelloptions-recurrentbias\u2463"},{"id":"ref-for-dom-mllstmcelloptions-recurrentbias\u2464"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcelloptions-recurrentbias"},
 "dom-mllstmcellsupportlimits-bias": {"dfnID":"dom-mllstmcellsupportlimits-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcellsupportlimits-bias"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcellsupportlimits-bias"},
 "dom-mllstmcellsupportlimits-cellstate": {"dfnID":"dom-mllstmcellsupportlimits-cellstate","dfnText":"cellState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcellsupportlimits-cellstate"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcellsupportlimits-cellstate"},
 "dom-mllstmcellsupportlimits-hiddenstate": {"dfnID":"dom-mllstmcellsupportlimits-hiddenstate","dfnText":"hiddenState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcellsupportlimits-hiddenstate"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcellsupportlimits-hiddenstate"},
@@ -12103,13 +12831,13 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "dom-mllstmcellsupportlimits-recurrentweight": {"dfnID":"dom-mllstmcellsupportlimits-recurrentweight","dfnText":"recurrentWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcellsupportlimits-recurrentweight"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcellsupportlimits-recurrentweight"},
 "dom-mllstmcellsupportlimits-weight": {"dfnID":"dom-mllstmcellsupportlimits-weight","dfnText":"weight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmcellsupportlimits-weight"}],"title":"7.7.29. lstmCell"}],"url":"#dom-mllstmcellsupportlimits-weight"},
 "dom-mllstmoptions-activations": {"dfnID":"dom-mllstmoptions-activations","dfnText":"activations","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-activations"},{"id":"ref-for-dom-mllstmoptions-activations\u2460"},{"id":"ref-for-dom-mllstmoptions-activations\u2461"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-activations"},
-"dom-mllstmoptions-bias": {"dfnID":"dom-mllstmoptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-bias"},{"id":"ref-for-dom-mllstmoptions-bias\u2460"},{"id":"ref-for-dom-mllstmoptions-bias\u2461"},{"id":"ref-for-dom-mllstmoptions-bias\u2462"},{"id":"ref-for-dom-mllstmoptions-bias\u2463"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-bias"},
+"dom-mllstmoptions-bias": {"dfnID":"dom-mllstmoptions-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-bias"},{"id":"ref-for-dom-mllstmoptions-bias\u2460"},{"id":"ref-for-dom-mllstmoptions-bias\u2461"},{"id":"ref-for-dom-mllstmoptions-bias\u2462"},{"id":"ref-for-dom-mllstmoptions-bias\u2463"},{"id":"ref-for-dom-mllstmoptions-bias\u2464"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-bias"},
 "dom-mllstmoptions-direction": {"dfnID":"dom-mllstmoptions-direction","dfnText":"direction","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-direction"},{"id":"ref-for-dom-mllstmoptions-direction\u2460"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-direction"},
-"dom-mllstmoptions-initialcellstate": {"dfnID":"dom-mllstmoptions-initialcellstate","dfnText":"initialCellState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-initialcellstate"},{"id":"ref-for-dom-mllstmoptions-initialcellstate\u2460"},{"id":"ref-for-dom-mllstmoptions-initialcellstate\u2461"},{"id":"ref-for-dom-mllstmoptions-initialcellstate\u2462"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-initialcellstate"},
-"dom-mllstmoptions-initialhiddenstate": {"dfnID":"dom-mllstmoptions-initialhiddenstate","dfnText":"initialHiddenState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-initialhiddenstate"},{"id":"ref-for-dom-mllstmoptions-initialhiddenstate\u2460"},{"id":"ref-for-dom-mllstmoptions-initialhiddenstate\u2461"},{"id":"ref-for-dom-mllstmoptions-initialhiddenstate\u2462"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-initialhiddenstate"},
+"dom-mllstmoptions-initialcellstate": {"dfnID":"dom-mllstmoptions-initialcellstate","dfnText":"initialCellState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-initialcellstate"},{"id":"ref-for-dom-mllstmoptions-initialcellstate\u2460"},{"id":"ref-for-dom-mllstmoptions-initialcellstate\u2461"},{"id":"ref-for-dom-mllstmoptions-initialcellstate\u2462"},{"id":"ref-for-dom-mllstmoptions-initialcellstate\u2463"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-initialcellstate"},
+"dom-mllstmoptions-initialhiddenstate": {"dfnID":"dom-mllstmoptions-initialhiddenstate","dfnText":"initialHiddenState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-initialhiddenstate"},{"id":"ref-for-dom-mllstmoptions-initialhiddenstate\u2460"},{"id":"ref-for-dom-mllstmoptions-initialhiddenstate\u2461"},{"id":"ref-for-dom-mllstmoptions-initialhiddenstate\u2462"},{"id":"ref-for-dom-mllstmoptions-initialhiddenstate\u2463"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-initialhiddenstate"},
 "dom-mllstmoptions-layout": {"dfnID":"dom-mllstmoptions-layout","dfnText":"layout","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-layout"},{"id":"ref-for-dom-mllstmoptions-layout\u2460"},{"id":"ref-for-dom-mllstmoptions-layout\u2461"},{"id":"ref-for-dom-mllstmoptions-layout\u2462"},{"id":"ref-for-dom-mllstmoptions-layout\u2463"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-layout"},
-"dom-mllstmoptions-peepholeweight": {"dfnID":"dom-mllstmoptions-peepholeweight","dfnText":"peepholeWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-peepholeweight"},{"id":"ref-for-dom-mllstmoptions-peepholeweight\u2460"},{"id":"ref-for-dom-mllstmoptions-peepholeweight\u2461"},{"id":"ref-for-dom-mllstmoptions-peepholeweight\u2462"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-peepholeweight"},
-"dom-mllstmoptions-recurrentbias": {"dfnID":"dom-mllstmoptions-recurrentbias","dfnText":"recurrentBias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-recurrentbias"},{"id":"ref-for-dom-mllstmoptions-recurrentbias\u2460"},{"id":"ref-for-dom-mllstmoptions-recurrentbias\u2461"},{"id":"ref-for-dom-mllstmoptions-recurrentbias\u2462"},{"id":"ref-for-dom-mllstmoptions-recurrentbias\u2463"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-recurrentbias"},
+"dom-mllstmoptions-peepholeweight": {"dfnID":"dom-mllstmoptions-peepholeweight","dfnText":"peepholeWeight","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-peepholeweight"},{"id":"ref-for-dom-mllstmoptions-peepholeweight\u2460"},{"id":"ref-for-dom-mllstmoptions-peepholeweight\u2461"},{"id":"ref-for-dom-mllstmoptions-peepholeweight\u2462"},{"id":"ref-for-dom-mllstmoptions-peepholeweight\u2463"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-peepholeweight"},
+"dom-mllstmoptions-recurrentbias": {"dfnID":"dom-mllstmoptions-recurrentbias","dfnText":"recurrentBias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-recurrentbias"},{"id":"ref-for-dom-mllstmoptions-recurrentbias\u2460"},{"id":"ref-for-dom-mllstmoptions-recurrentbias\u2461"},{"id":"ref-for-dom-mllstmoptions-recurrentbias\u2462"},{"id":"ref-for-dom-mllstmoptions-recurrentbias\u2463"},{"id":"ref-for-dom-mllstmoptions-recurrentbias\u2464"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-recurrentbias"},
 "dom-mllstmoptions-returnsequence": {"dfnID":"dom-mllstmoptions-returnsequence","dfnText":"returnSequence","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmoptions-returnsequence"},{"id":"ref-for-dom-mllstmoptions-returnsequence\u2460"},{"id":"ref-for-dom-mllstmoptions-returnsequence\u2461"},{"id":"ref-for-dom-mllstmoptions-returnsequence\u2462"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmoptions-returnsequence"},
 "dom-mllstmsupportlimits-bias": {"dfnID":"dom-mllstmsupportlimits-bias","dfnText":"bias","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmsupportlimits-bias"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmsupportlimits-bias"},
 "dom-mllstmsupportlimits-initialcellstate": {"dfnID":"dom-mllstmsupportlimits-initialcellstate","dfnText":"initialCellState","external":false,"refSections":[{"refs":[{"id":"ref-for-dom-mllstmsupportlimits-initialcellstate"}],"title":"7.7.28. lstm"}],"url":"#dom-mllstmsupportlimits-initialcellstate"},
@@ -12285,7 +13013,7 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "enumdef-mlinputoperandlayout": {"dfnID":"enumdef-mlinputoperandlayout","dfnText":"MLInputOperandLayout","external":false,"refSections":[{"refs":[{"id":"ref-for-enumdef-mlinputoperandlayout"},{"id":"ref-for-enumdef-mlinputoperandlayout\u2460"}],"title":"7.3.3.1. MLOpSupportLimits dictionary"},{"refs":[{"id":"ref-for-enumdef-mlinputoperandlayout\u2461"},{"id":"ref-for-enumdef-mlinputoperandlayout\u2462"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-enumdef-mlinputoperandlayout\u2463"},{"id":"ref-for-enumdef-mlinputoperandlayout\u2464"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-enumdef-mlinputoperandlayout\u2465"},{"id":"ref-for-enumdef-mlinputoperandlayout\u2466"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-enumdef-mlinputoperandlayout\u2467"},{"id":"ref-for-enumdef-mlinputoperandlayout\u2468"},{"id":"ref-for-enumdef-mlinputoperandlayout\u2460\u24ea"}],"title":"7.7.32. Pooling operations"}],"url":"#enumdef-mlinputoperandlayout"},
 "enumdef-mlinterpolationmode": {"dfnID":"enumdef-mlinterpolationmode","dfnText":"MLInterpolationMode","external":false,"refSections":[{"refs":[{"id":"ref-for-enumdef-mlinterpolationmode"},{"id":"ref-for-enumdef-mlinterpolationmode\u2460"}],"title":"7.7.36. resample2d"}],"url":"#enumdef-mlinterpolationmode"},
 "enumdef-mllstmweightlayout": {"dfnID":"enumdef-mllstmweightlayout","dfnText":"MLLstmWeightLayout","external":false,"refSections":[{"refs":[{"id":"ref-for-enumdef-mllstmweightlayout"},{"id":"ref-for-enumdef-mllstmweightlayout\u2460"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-enumdef-mllstmweightlayout\u2461"},{"id":"ref-for-enumdef-mllstmweightlayout\u2462"}],"title":"7.7.29. lstmCell"}],"url":"#enumdef-mllstmweightlayout"},
-"enumdef-mloperanddatatype": {"dfnID":"enumdef-mloperanddatatype","dfnText":"MLOperandDataType","external":false,"refSections":[{"refs":[{"id":"ref-for-enumdef-mloperanddatatype"}],"title":"4. Privacy Considerations"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460"},{"id":"ref-for-enumdef-mloperanddatatype\u2461"}],"title":"7.3.3.2. MLSupportLimits dictionary"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2462"},{"id":"ref-for-enumdef-mloperanddatatype\u2463"},{"id":"ref-for-enumdef-mloperanddatatype\u2464"}],"title":"7.5. MLOperandDescriptor dictionary"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2465"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2466"},{"id":"ref-for-enumdef-mloperanddatatype\u2467"}],"title":"7.6.1.1. MLNumber"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2468"}],"title":"7.7. MLGraphBuilder interface"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460\u24ea"}],"title":"7.7.3.2. constant(type, value)"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2460"},{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2461"},{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2462"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2463"},{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2464"},{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2465"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2466"},{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2467"}],"title":"8.2. Casting"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2468"},{"id":"ref-for-enumdef-mloperanddatatype\u2461\u24ea"}],"title":"11.1. MLOperandDataType and ArrayBufferView compatibility"}],"url":"#enumdef-mloperanddatatype"},
+"enumdef-mloperanddatatype": {"dfnID":"enumdef-mloperanddatatype","dfnText":"MLOperandDataType","external":false,"refSections":[{"refs":[{"id":"ref-for-enumdef-mloperanddatatype"}],"title":"4. Privacy Considerations"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460"},{"id":"ref-for-enumdef-mloperanddatatype\u2461"}],"title":"7.3.3.2. MLSupportLimits dictionary"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2462"},{"id":"ref-for-enumdef-mloperanddatatype\u2463"},{"id":"ref-for-enumdef-mloperanddatatype\u2464"}],"title":"7.5. MLOperandDescriptor dictionary"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2465"},{"id":"ref-for-enumdef-mloperanddatatype\u2466"},{"id":"ref-for-enumdef-mloperanddatatype\u2467"},{"id":"ref-for-enumdef-mloperanddatatype\u2468"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460\u24ea"},{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2460"}],"title":"7.6.1.1. MLNumber"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2461"}],"title":"7.7. MLGraphBuilder interface"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2462"}],"title":"7.7.3.2. constant(type, value)"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2463"},{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2464"},{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2465"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2466"},{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2467"},{"id":"ref-for-enumdef-mloperanddatatype\u2460\u2468"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2461\u24ea"},{"id":"ref-for-enumdef-mloperanddatatype\u2461\u2460"}],"title":"8.2. Casting"},{"refs":[{"id":"ref-for-enumdef-mloperanddatatype\u2461\u2461"},{"id":"ref-for-enumdef-mloperanddatatype\u2461\u2462"}],"title":"11.1. MLOperandDataType and ArrayBufferView compatibility"}],"url":"#enumdef-mloperanddatatype"},
 "enumdef-mlpaddingmode": {"dfnID":"enumdef-mlpaddingmode","dfnText":"MLPaddingMode","external":false,"refSections":[{"refs":[{"id":"ref-for-enumdef-mlpaddingmode"},{"id":"ref-for-enumdef-mlpaddingmode\u2460"}],"title":"7.7.31. pad"}],"url":"#enumdef-mlpaddingmode"},
 "enumdef-mlpowerpreference": {"dfnID":"enumdef-mlpowerpreference","dfnText":"MLPowerPreference","external":false,"refSections":[{"refs":[{"id":"ref-for-enumdef-mlpowerpreference"}],"title":"4. Privacy Considerations"},{"refs":[{"id":"ref-for-enumdef-mlpowerpreference\u2460"}],"title":"6.2. Device Selection"},{"refs":[{"id":"ref-for-enumdef-mlpowerpreference\u2461"},{"id":"ref-for-enumdef-mlpowerpreference\u2462"}],"title":"7.2. ML interface"},{"refs":[{"id":"ref-for-enumdef-mlpowerpreference\u2463"},{"id":"ref-for-enumdef-mlpowerpreference\u2464"},{"id":"ref-for-enumdef-mlpowerpreference\u2465"}],"title":"7.3. MLContext interface"}],"url":"#enumdef-mlpowerpreference"},
 "enumdef-mlrecurrentnetworkactivation": {"dfnID":"enumdef-mlrecurrentnetworkactivation","dfnText":"MLRecurrentNetworkActivation","external":false,"refSections":[{"refs":[{"id":"ref-for-enumdef-mlrecurrentnetworkactivation"},{"id":"ref-for-enumdef-mlrecurrentnetworkactivation\u2460"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-enumdef-mlrecurrentnetworkactivation\u2461"},{"id":"ref-for-enumdef-mlrecurrentnetworkactivation\u2462"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-enumdef-mlrecurrentnetworkactivation\u2463"},{"id":"ref-for-enumdef-mlrecurrentnetworkactivation\u2464"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-enumdef-mlrecurrentnetworkactivation\u2465"},{"id":"ref-for-enumdef-mlrecurrentnetworkactivation\u2466"}],"title":"7.7.29. lstmCell"}],"url":"#enumdef-mlrecurrentnetworkactivation"},
@@ -12322,8 +13050,8 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "mlgraphbuilder-validate-operand": {"dfnID":"mlgraphbuilder-validate-operand","dfnText":"validate operand","external":false,"refSections":[{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand"}],"title":"7.7.4. build method"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2460"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2461"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2462"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2463"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2464"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2465"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2466"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2467"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2468"},{"id":"ref-for-mlgraphbuilder-validate-operand\u2460\u24ea"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2460\u2460"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2460\u2461"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2460\u2462"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2460\u2463"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2460\u2464"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2460\u2465"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2460\u2466"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2460\u2467"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2460\u2468"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2461\u24ea"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2461\u2460"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2461\u2461"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2461\u2462"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2461\u2463"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2461\u2464"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2461\u2465"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2461\u2466"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2461\u2467"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2461\u2468"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2462\u24ea"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2462\u2460"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2462\u2461"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2462\u2462"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2462\u2463"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2462\u2464"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2462\u2465"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2462\u2466"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2462\u2467"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2462\u2468"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2463\u24ea"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2463\u2460"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2463\u2461"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2463\u2462"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-mlgraphbuilder-validate-operand\u2463\u2463"}],"title":"7.7.47. where"}],"url":"#mlgraphbuilder-validate-operand"},
 "mlnamedarraybufferviews-transfer": {"dfnID":"mlnamedarraybufferviews-transfer","dfnText":"transfer","external":false,"refSections":[{"refs":[{"id":"ref-for-mlnamedarraybufferviews-transfer"},{"id":"ref-for-mlnamedarraybufferviews-transfer\u2460"},{"id":"ref-for-mlnamedarraybufferviews-transfer\u2461"},{"id":"ref-for-mlnamedarraybufferviews-transfer\u2462"},{"id":"ref-for-mlnamedarraybufferviews-transfer\u2463"}],"title":"7.3.2. compute()"}],"url":"#mlnamedarraybufferviews-transfer"},
 "mloperand": {"dfnID":"mloperand","dfnText":"MLOperand","external":false,"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"}],"title":"7.3.3.1. MLOpSupportLimits dictionary"},{"refs":[{"id":"ref-for-mloperand\u2460\u2463"},{"id":"ref-for-mloperand\u2460\u2464"},{"id":"ref-for-mloperand\u2460\u2465"},{"id":"ref-for-mloperand\u2460\u2466"}],"title":"7.4. MLGraph interface"},{"refs":[{"id":"ref-for-mloperand\u2460\u2467"}],"title":"7.5. MLOperandDescriptor dictionary"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2461\u2467"},{"id":"ref-for-mloperand\u2461\u2468"},{"id":"ref-for-mloperand\u2462\u24ea"},{"id":"ref-for-mloperand\u2462\u2460"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-mloperand\u2462\u2461"},{"id":"ref-for-mloperand\u2462\u2462"},{"id":"ref-for-mloperand\u2462\u2463"},{"id":"ref-for-mloperand\u2462\u2464"},{"id":"ref-for-mloperand\u2462\u2465"},{"id":"ref-for-mloperand\u2462\u2466"}],"title":"7.6.1. Creating an MLOperand"},{"refs":[{"id":"ref-for-mloperand\u2462\u2467"},{"id":"ref-for-mloperand\u2462\u2468"}],"title":"7.6.1.1. MLNumber"},{"refs":[{"id":"ref-for-mloperand\u2463\u24ea"},{"id":"ref-for-mloperand\u2463\u2460"},{"id":"ref-for-mloperand\u2463\u2461"},{"id":"ref-for-mloperand\u2463\u2462"}],"title":"7.7. MLGraphBuilder interface"},{"refs":[{"id":"ref-for-mloperand\u2463\u2463"},{"id":"ref-for-mloperand\u2463\u2464"},{"id":"ref-for-mloperand\u2463\u2465"}],"title":"7.7.2. input operands"},{"refs":[{"id":"ref-for-mloperand\u2463\u2466"}],"title":"7.7.3. constant operands"},{"refs":[{"id":"ref-for-mloperand\u2463\u2467"},{"id":"ref-for-mloperand\u2463\u2468"}],"title":"7.7.3.1. constant(descriptor, bufferView)"},{"refs":[{"id":"ref-for-mloperand\u2464\u24ea"},{"id":"ref-for-mloperand\u2464\u2460"}],"title":"7.7.3.2. constant(type, value)"},{"refs":[{"id":"ref-for-mloperand\u2464\u2461"}],"title":"7.7.4. build method"},{"refs":[{"id":"ref-for-mloperand\u2464\u2462"},{"id":"ref-for-mloperand\u2464\u2463"},{"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"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2465\u2468"},{"id":"ref-for-mloperand\u2466\u24ea"},{"id":"ref-for-mloperand\u2466\u2460"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-mloperand\u2466\u2461"},{"id":"ref-for-mloperand\u2466\u2462"},{"id":"ref-for-mloperand\u2466\u2463"},{"id":"ref-for-mloperand\u2466\u2464"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-mloperand\u2466\u2465"},{"id":"ref-for-mloperand\u2466\u2466"},{"id":"ref-for-mloperand\u2466\u2467"},{"id":"ref-for-mloperand\u2466\u2468"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-mloperand\u2467\u24ea"},{"id":"ref-for-mloperand\u2467\u2460"},{"id":"ref-for-mloperand\u2467\u2461"},{"id":"ref-for-mloperand\u2467\u2462"}],"title":"7.7.9. concat"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2467\u2468"},{"id":"ref-for-mloperand\u2468\u24ea"},{"id":"ref-for-mloperand\u2468\u2460"}],"title":"7.7.10. conv2d"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2468\u2466"},{"id":"ref-for-mloperand\u2468\u2467"},{"id":"ref-for-mloperand\u2468\u2468"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2460\u2461\u2462"},{"id":"ref-for-mloperand\u2460\u2461\u2463"},{"id":"ref-for-mloperand\u2460\u2461\u2464"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2460\u2463\u2464"},{"id":"ref-for-mloperand\u2460\u2463\u2465"},{"id":"ref-for-mloperand\u2460\u2463\u2466"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2460\u2466\u2463"},{"id":"ref-for-mloperand\u2460\u2466\u2464"},{"id":"ref-for-mloperand\u2460\u2466\u2465"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-mloperand\u2460\u2466\u2466"},{"id":"ref-for-mloperand\u2460\u2466\u2467"},{"id":"ref-for-mloperand\u2460\u2466\u2468"},{"id":"ref-for-mloperand\u2460\u2467\u24ea"}],"title":"7.7.15. elu"},{"refs":[{"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"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-mloperand\u2460\u2467\u2464"},{"id":"ref-for-mloperand\u2460\u2467\u2465"},{"id":"ref-for-mloperand\u2460\u2467\u2466"},{"id":"ref-for-mloperand\u2460\u2467\u2467"},{"id":"ref-for-mloperand\u2460\u2467\u2468"},{"id":"ref-for-mloperand\u2460\u2468\u24ea"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-mloperand\u2460\u2468\u2460"},{"id":"ref-for-mloperand\u2460\u2468\u2461"},{"id":"ref-for-mloperand\u2460\u2468\u2462"},{"id":"ref-for-mloperand\u2460\u2468\u2463"}],"title":"7.7.18. gelu"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2461\u24ea\u24ea"},{"id":"ref-for-mloperand\u2461\u24ea\u2460"},{"id":"ref-for-mloperand\u2461\u24ea\u2461"}],"title":"7.7.19. gemm"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2461\u2460\u2463"},{"id":"ref-for-mloperand\u2461\u2460\u2464"},{"id":"ref-for-mloperand\u2461\u2460\u2465"}],"title":"7.7.20. gru"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2461\u2461\u2467"},{"id":"ref-for-mloperand\u2461\u2461\u2468"},{"id":"ref-for-mloperand\u2461\u2462\u24ea"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-mloperand\u2461\u2462\u2460"},{"id":"ref-for-mloperand\u2461\u2462\u2461"},{"id":"ref-for-mloperand\u2461\u2462\u2462"},{"id":"ref-for-mloperand\u2461\u2462\u2463"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-mloperand\u2461\u2462\u2464"},{"id":"ref-for-mloperand\u2461\u2462\u2465"},{"id":"ref-for-mloperand\u2461\u2462\u2466"},{"id":"ref-for-mloperand\u2461\u2462\u2467"}],"title":"7.7.23. hardSwish"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2461\u2463\u2463"},{"id":"ref-for-mloperand\u2461\u2463\u2464"},{"id":"ref-for-mloperand\u2461\u2463\u2465"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2461\u2464\u2461"},{"id":"ref-for-mloperand\u2461\u2464\u2462"},{"id":"ref-for-mloperand\u2461\u2464\u2463"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-mloperand\u2461\u2464\u2464"},{"id":"ref-for-mloperand\u2461\u2464\u2465"},{"id":"ref-for-mloperand\u2461\u2464\u2466"},{"id":"ref-for-mloperand\u2461\u2464\u2467"}],"title":"7.7.26. leakyRelu"},{"refs":[{"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"}],"title":"7.7.27. linear"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2461\u2466\u2467"},{"id":"ref-for-mloperand\u2461\u2466\u2468"},{"id":"ref-for-mloperand\u2461\u2467\u24ea"}],"title":"7.7.28. lstm"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2461\u2468\u2465"},{"id":"ref-for-mloperand\u2461\u2468\u2466"},{"id":"ref-for-mloperand\u2461\u2468\u2467"}],"title":"7.7.29. lstmCell"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2462\u24ea\u2463"},{"id":"ref-for-mloperand\u2462\u24ea\u2464"},{"id":"ref-for-mloperand\u2462\u24ea\u2465"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-mloperand\u2462\u24ea\u2466"},{"id":"ref-for-mloperand\u2462\u24ea\u2467"},{"id":"ref-for-mloperand\u2462\u24ea\u2468"},{"id":"ref-for-mloperand\u2462\u2460\u24ea"}],"title":"7.7.31. pad"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2462\u2460\u2466"},{"id":"ref-for-mloperand\u2462\u2460\u2467"},{"id":"ref-for-mloperand\u2462\u2460\u2468"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-mloperand\u2462\u2461\u24ea"},{"id":"ref-for-mloperand\u2462\u2461\u2460"},{"id":"ref-for-mloperand\u2462\u2461\u2461"},{"id":"ref-for-mloperand\u2462\u2461\u2462"},{"id":"ref-for-mloperand\u2462\u2461\u2463"},{"id":"ref-for-mloperand\u2462\u2461\u2464"}],"title":"7.7.33. prelu"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2462\u2463\u2465"},{"id":"ref-for-mloperand\u2462\u2463\u2466"},{"id":"ref-for-mloperand\u2462\u2463\u2467"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-mloperand\u2462\u2463\u2468"},{"id":"ref-for-mloperand\u2462\u2464\u24ea"},{"id":"ref-for-mloperand\u2462\u2464\u2460"},{"id":"ref-for-mloperand\u2462\u2464\u2461"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-mloperand\u2462\u2464\u2462"},{"id":"ref-for-mloperand\u2462\u2464\u2463"},{"id":"ref-for-mloperand\u2462\u2464\u2464"},{"id":"ref-for-mloperand\u2462\u2464\u2465"},{"id":"ref-for-mloperand\u2462\u2464\u2466"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-mloperand\u2462\u2464\u2467"},{"id":"ref-for-mloperand\u2462\u2464\u2468"},{"id":"ref-for-mloperand\u2462\u2465\u24ea"},{"id":"ref-for-mloperand\u2462\u2465\u2460"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-mloperand\u2462\u2465\u2461"},{"id":"ref-for-mloperand\u2462\u2465\u2462"},{"id":"ref-for-mloperand\u2462\u2465\u2463"},{"id":"ref-for-mloperand\u2462\u2465\u2464"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-mloperand\u2462\u2465\u2465"},{"id":"ref-for-mloperand\u2462\u2465\u2466"},{"id":"ref-for-mloperand\u2462\u2465\u2467"},{"id":"ref-for-mloperand\u2462\u2465\u2468"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-mloperand\u2462\u2466\u24ea"},{"id":"ref-for-mloperand\u2462\u2466\u2460"},{"id":"ref-for-mloperand\u2462\u2466\u2461"},{"id":"ref-for-mloperand\u2462\u2466\u2462"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-mloperand\u2462\u2466\u2463"},{"id":"ref-for-mloperand\u2462\u2466\u2464"},{"id":"ref-for-mloperand\u2462\u2466\u2465"},{"id":"ref-for-mloperand\u2462\u2466\u2466"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-mloperand\u2462\u2466\u2467"},{"id":"ref-for-mloperand\u2462\u2466\u2468"},{"id":"ref-for-mloperand\u2462\u2467\u24ea"},{"id":"ref-for-mloperand\u2462\u2467\u2460"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-mloperand\u2462\u2467\u2461"},{"id":"ref-for-mloperand\u2462\u2467\u2462"},{"id":"ref-for-mloperand\u2462\u2467\u2463"},{"id":"ref-for-mloperand\u2462\u2467\u2464"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-mloperand\u2462\u2467\u2465"},{"id":"ref-for-mloperand\u2462\u2467\u2466"},{"id":"ref-for-mloperand\u2462\u2467\u2467"},{"id":"ref-for-mloperand\u2462\u2467\u2468"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-mloperand\u2462\u2468\u24ea"},{"id":"ref-for-mloperand\u2462\u2468\u2460"},{"id":"ref-for-mloperand\u2462\u2468\u2461"},{"id":"ref-for-mloperand\u2462\u2468\u2462"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-mloperand\u2462\u2468\u2463"},{"id":"ref-for-mloperand\u2462\u2468\u2464"},{"id":"ref-for-mloperand\u2462\u2468\u2465"},{"id":"ref-for-mloperand\u2462\u2468\u2466"}],"title":"7.7.46. triangular"},{"refs":[{"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"},{"id":"ref-for-mloperand\u2463\u24ea\u2462"},{"id":"ref-for-mloperand\u2463\u24ea\u2463"},{"id":"ref-for-mloperand\u2463\u24ea\u2464"}],"title":"7.7.47. where"},{"refs":[{"id":"ref-for-mloperand\u2463\u24ea\u2465"}],"title":"8.2. Casting"}],"url":"#mloperand"},
-"mloperand-datatype": {"dfnID":"mloperand-datatype","dfnText":"dataType","external":false,"refSections":[{"refs":[{"id":"ref-for-mloperand-datatype"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460"}],"title":"7.6.1.1. MLNumber"},{"refs":[{"id":"ref-for-mloperand-datatype\u2461"},{"id":"ref-for-mloperand-datatype\u2462"},{"id":"ref-for-mloperand-datatype\u2463"},{"id":"ref-for-mloperand-datatype\u2464"},{"id":"ref-for-mloperand-datatype\u2465"},{"id":"ref-for-mloperand-datatype\u2466"},{"id":"ref-for-mloperand-datatype\u2467"},{"id":"ref-for-mloperand-datatype\u2468"},{"id":"ref-for-mloperand-datatype\u2460\u24ea"},{"id":"ref-for-mloperand-datatype\u2460\u2460"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2461"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2462"},{"id":"ref-for-mloperand-datatype\u2460\u2463"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2464"},{"id":"ref-for-mloperand-datatype\u2460\u2465"},{"id":"ref-for-mloperand-datatype\u2460\u2466"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2467"},{"id":"ref-for-mloperand-datatype\u2460\u2468"},{"id":"ref-for-mloperand-datatype\u2461\u24ea"},{"id":"ref-for-mloperand-datatype\u2461\u2460"},{"id":"ref-for-mloperand-datatype\u2461\u2461"},{"id":"ref-for-mloperand-datatype\u2461\u2462"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-mloperand-datatype\u2461\u2463"},{"id":"ref-for-mloperand-datatype\u2461\u2464"},{"id":"ref-for-mloperand-datatype\u2461\u2465"},{"id":"ref-for-mloperand-datatype\u2461\u2466"},{"id":"ref-for-mloperand-datatype\u2461\u2467"},{"id":"ref-for-mloperand-datatype\u2461\u2468"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462\u24ea"},{"id":"ref-for-mloperand-datatype\u2462\u2460"},{"id":"ref-for-mloperand-datatype\u2462\u2461"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462\u2462"},{"id":"ref-for-mloperand-datatype\u2462\u2463"},{"id":"ref-for-mloperand-datatype\u2462\u2464"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462\u2465"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462\u2466"},{"id":"ref-for-mloperand-datatype\u2462\u2467"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462\u2468"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-mloperand-datatype\u2463\u24ea"},{"id":"ref-for-mloperand-datatype\u2463\u2460"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-mloperand-datatype\u2463\u2461"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-mloperand-datatype\u2463\u2462"},{"id":"ref-for-mloperand-datatype\u2463\u2463"},{"id":"ref-for-mloperand-datatype\u2463\u2464"},{"id":"ref-for-mloperand-datatype\u2463\u2465"},{"id":"ref-for-mloperand-datatype\u2463\u2466"},{"id":"ref-for-mloperand-datatype\u2463\u2467"},{"id":"ref-for-mloperand-datatype\u2463\u2468"},{"id":"ref-for-mloperand-datatype\u2464\u24ea"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-mloperand-datatype\u2464\u2460"},{"id":"ref-for-mloperand-datatype\u2464\u2461"},{"id":"ref-for-mloperand-datatype\u2464\u2462"},{"id":"ref-for-mloperand-datatype\u2464\u2463"},{"id":"ref-for-mloperand-datatype\u2464\u2464"},{"id":"ref-for-mloperand-datatype\u2464\u2465"},{"id":"ref-for-mloperand-datatype\u2464\u2466"},{"id":"ref-for-mloperand-datatype\u2464\u2467"},{"id":"ref-for-mloperand-datatype\u2464\u2468"},{"id":"ref-for-mloperand-datatype\u2465\u24ea"},{"id":"ref-for-mloperand-datatype\u2465\u2460"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-mloperand-datatype\u2465\u2461"},{"id":"ref-for-mloperand-datatype\u2465\u2462"},{"id":"ref-for-mloperand-datatype\u2465\u2463"},{"id":"ref-for-mloperand-datatype\u2465\u2464"},{"id":"ref-for-mloperand-datatype\u2465\u2465"},{"id":"ref-for-mloperand-datatype\u2465\u2466"},{"id":"ref-for-mloperand-datatype\u2465\u2467"},{"id":"ref-for-mloperand-datatype\u2465\u2468"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-mloperand-datatype\u2466\u24ea"},{"id":"ref-for-mloperand-datatype\u2466\u2460"},{"id":"ref-for-mloperand-datatype\u2466\u2461"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-mloperand-datatype\u2466\u2462"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-mloperand-datatype\u2466\u2463"},{"id":"ref-for-mloperand-datatype\u2466\u2464"},{"id":"ref-for-mloperand-datatype\u2466\u2465"},{"id":"ref-for-mloperand-datatype\u2466\u2466"},{"id":"ref-for-mloperand-datatype\u2466\u2467"},{"id":"ref-for-mloperand-datatype\u2466\u2468"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-mloperand-datatype\u2467\u24ea"},{"id":"ref-for-mloperand-datatype\u2467\u2460"},{"id":"ref-for-mloperand-datatype\u2467\u2461"},{"id":"ref-for-mloperand-datatype\u2467\u2462"},{"id":"ref-for-mloperand-datatype\u2467\u2463"},{"id":"ref-for-mloperand-datatype\u2467\u2464"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-mloperand-datatype\u2467\u2465"},{"id":"ref-for-mloperand-datatype\u2467\u2466"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-mloperand-datatype\u2467\u2467"},{"id":"ref-for-mloperand-datatype\u2467\u2468"},{"id":"ref-for-mloperand-datatype\u2468\u24ea"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-mloperand-datatype\u2468\u2460"},{"id":"ref-for-mloperand-datatype\u2468\u2461"},{"id":"ref-for-mloperand-datatype\u2468\u2462"},{"id":"ref-for-mloperand-datatype\u2468\u2463"},{"id":"ref-for-mloperand-datatype\u2468\u2464"},{"id":"ref-for-mloperand-datatype\u2468\u2465"},{"id":"ref-for-mloperand-datatype\u2468\u2466"},{"id":"ref-for-mloperand-datatype\u2468\u2467"},{"id":"ref-for-mloperand-datatype\u2468\u2468"},{"id":"ref-for-mloperand-datatype\u2460\u24ea\u24ea"},{"id":"ref-for-mloperand-datatype\u2460\u24ea\u2460"},{"id":"ref-for-mloperand-datatype\u2460\u24ea\u2461"},{"id":"ref-for-mloperand-datatype\u2460\u24ea\u2462"},{"id":"ref-for-mloperand-datatype\u2460\u24ea\u2463"},{"id":"ref-for-mloperand-datatype\u2460\u24ea\u2464"},{"id":"ref-for-mloperand-datatype\u2460\u24ea\u2465"},{"id":"ref-for-mloperand-datatype\u2460\u24ea\u2466"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u24ea\u2467"},{"id":"ref-for-mloperand-datatype\u2460\u24ea\u2468"},{"id":"ref-for-mloperand-datatype\u2460\u2460\u24ea"},{"id":"ref-for-mloperand-datatype\u2460\u2460\u2460"},{"id":"ref-for-mloperand-datatype\u2460\u2460\u2461"},{"id":"ref-for-mloperand-datatype\u2460\u2460\u2462"},{"id":"ref-for-mloperand-datatype\u2460\u2460\u2463"},{"id":"ref-for-mloperand-datatype\u2460\u2460\u2464"},{"id":"ref-for-mloperand-datatype\u2460\u2460\u2465"},{"id":"ref-for-mloperand-datatype\u2460\u2460\u2466"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2460\u2467"},{"id":"ref-for-mloperand-datatype\u2460\u2460\u2468"},{"id":"ref-for-mloperand-datatype\u2460\u2461\u24ea"},{"id":"ref-for-mloperand-datatype\u2460\u2461\u2460"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2461\u2461"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2461\u2462"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2461\u2463"},{"id":"ref-for-mloperand-datatype\u2460\u2461\u2464"},{"id":"ref-for-mloperand-datatype\u2460\u2461\u2465"},{"id":"ref-for-mloperand-datatype\u2460\u2461\u2466"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2461\u2467"},{"id":"ref-for-mloperand-datatype\u2460\u2461\u2468"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2462\u24ea"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2462\u2460"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2462\u2461"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2462\u2462"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2462\u2463"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2462\u2464"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2462\u2465"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2462\u2466"},{"id":"ref-for-mloperand-datatype\u2460\u2462\u2467"},{"id":"ref-for-mloperand-datatype\u2460\u2462\u2468"},{"id":"ref-for-mloperand-datatype\u2460\u2463\u24ea"}],"title":"7.7.47. where"}],"url":"#mloperand-datatype"},
-"mloperand-rank": {"dfnID":"mloperand-rank","dfnText":"rank","external":false,"refSections":[{"refs":[{"id":"ref-for-mloperand-rank"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-mloperand-rank\u2460"},{"id":"ref-for-mloperand-rank\u2461"}],"title":"7.7.6. batchNormalization"},{"refs":[{"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":"7.7.9. concat"},{"refs":[{"id":"ref-for-mloperand-rank\u2467"},{"id":"ref-for-mloperand-rank\u2468"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-mloperand-rank\u2460\u24ea"},{"id":"ref-for-mloperand-rank\u2460\u2460"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-mloperand-rank\u2460\u2461"},{"id":"ref-for-mloperand-rank\u2460\u2462"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-mloperand-rank\u2460\u2463"},{"id":"ref-for-mloperand-rank\u2460\u2464"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-mloperand-rank\u2460\u2465"},{"id":"ref-for-mloperand-rank\u2460\u2466"},{"id":"ref-for-mloperand-rank\u2460\u2467"},{"id":"ref-for-mloperand-rank\u2460\u2468"},{"id":"ref-for-mloperand-rank\u2461\u24ea"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-mloperand-rank\u2461\u2460"},{"id":"ref-for-mloperand-rank\u2461\u2461"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-mloperand-rank\u2461\u2462"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-mloperand-rank\u2461\u2463"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-mloperand-rank\u2461\u2464"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-mloperand-rank\u2461\u2465"},{"id":"ref-for-mloperand-rank\u2461\u2466"},{"id":"ref-for-mloperand-rank\u2461\u2467"},{"id":"ref-for-mloperand-rank\u2461\u2468"},{"id":"ref-for-mloperand-rank\u2462\u24ea"},{"id":"ref-for-mloperand-rank\u2462\u2460"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-mloperand-rank\u2462\u2461"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-mloperand-rank\u2462\u2462"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-mloperand-rank\u2462\u2463"},{"id":"ref-for-mloperand-rank\u2462\u2464"},{"id":"ref-for-mloperand-rank\u2462\u2465"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-mloperand-rank\u2462\u2466"},{"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"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-mloperand-rank\u2463\u2461"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-mloperand-rank\u2463\u2462"},{"id":"ref-for-mloperand-rank\u2463\u2463"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-mloperand-rank\u2463\u2464"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-mloperand-rank\u2463\u2465"},{"id":"ref-for-mloperand-rank\u2463\u2466"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-mloperand-rank\u2463\u2467"},{"id":"ref-for-mloperand-rank\u2463\u2468"},{"id":"ref-for-mloperand-rank\u2464\u24ea"},{"id":"ref-for-mloperand-rank\u2464\u2460"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-mloperand-rank\u2464\u2461"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-mloperand-rank\u2464\u2462"},{"id":"ref-for-mloperand-rank\u2464\u2463"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-mloperand-rank\u2464\u2464"},{"id":"ref-for-mloperand-rank\u2464\u2465"},{"id":"ref-for-mloperand-rank\u2464\u2466"},{"id":"ref-for-mloperand-rank\u2464\u2467"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-mloperand-rank\u2464\u2468"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-mloperand-rank\u2465\u24ea"},{"id":"ref-for-mloperand-rank\u2465\u2460"}],"title":"7.7.47. where"}],"url":"#mloperand-rank"},
+"mloperand-datatype": {"dfnID":"mloperand-datatype","dfnText":"dataType","external":false,"refSections":[{"refs":[{"id":"ref-for-mloperand-datatype"},{"id":"ref-for-mloperand-datatype\u2460"},{"id":"ref-for-mloperand-datatype\u2461"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462"}],"title":"7.6.1.1. MLNumber"},{"refs":[{"id":"ref-for-mloperand-datatype\u2463"},{"id":"ref-for-mloperand-datatype\u2464"},{"id":"ref-for-mloperand-datatype\u2465"},{"id":"ref-for-mloperand-datatype\u2466"},{"id":"ref-for-mloperand-datatype\u2467"},{"id":"ref-for-mloperand-datatype\u2468"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u24ea"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2460"},{"id":"ref-for-mloperand-datatype\u2460\u2461"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2462"},{"id":"ref-for-mloperand-datatype\u2460\u2463"},{"id":"ref-for-mloperand-datatype\u2460\u2464"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-mloperand-datatype\u2460\u2465"},{"id":"ref-for-mloperand-datatype\u2460\u2466"},{"id":"ref-for-mloperand-datatype\u2460\u2467"},{"id":"ref-for-mloperand-datatype\u2460\u2468"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-mloperand-datatype\u2461\u24ea"},{"id":"ref-for-mloperand-datatype\u2461\u2460"},{"id":"ref-for-mloperand-datatype\u2461\u2461"},{"id":"ref-for-mloperand-datatype\u2461\u2462"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-mloperand-datatype\u2461\u2463"},{"id":"ref-for-mloperand-datatype\u2461\u2464"},{"id":"ref-for-mloperand-datatype\u2461\u2465"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-mloperand-datatype\u2461\u2466"},{"id":"ref-for-mloperand-datatype\u2461\u2467"},{"id":"ref-for-mloperand-datatype\u2461\u2468"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462\u24ea"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462\u2460"},{"id":"ref-for-mloperand-datatype\u2462\u2461"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462\u2462"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462\u2463"},{"id":"ref-for-mloperand-datatype\u2462\u2464"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462\u2465"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-mloperand-datatype\u2462\u2466"},{"id":"ref-for-mloperand-datatype\u2462\u2467"},{"id":"ref-for-mloperand-datatype\u2462\u2468"},{"id":"ref-for-mloperand-datatype\u2463\u24ea"},{"id":"ref-for-mloperand-datatype\u2463\u2460"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-mloperand-datatype\u2463\u2461"},{"id":"ref-for-mloperand-datatype\u2463\u2462"},{"id":"ref-for-mloperand-datatype\u2463\u2463"},{"id":"ref-for-mloperand-datatype\u2463\u2464"},{"id":"ref-for-mloperand-datatype\u2463\u2465"},{"id":"ref-for-mloperand-datatype\u2463\u2466"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-mloperand-datatype\u2463\u2467"},{"id":"ref-for-mloperand-datatype\u2463\u2468"},{"id":"ref-for-mloperand-datatype\u2464\u24ea"},{"id":"ref-for-mloperand-datatype\u2464\u2460"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-mloperand-datatype\u2464\u2461"},{"id":"ref-for-mloperand-datatype\u2464\u2462"},{"id":"ref-for-mloperand-datatype\u2464\u2463"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-mloperand-datatype\u2464\u2464"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-mloperand-datatype\u2464\u2465"},{"id":"ref-for-mloperand-datatype\u2464\u2466"},{"id":"ref-for-mloperand-datatype\u2464\u2467"},{"id":"ref-for-mloperand-datatype\u2464\u2468"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-mloperand-datatype\u2465\u24ea"},{"id":"ref-for-mloperand-datatype\u2465\u2460"},{"id":"ref-for-mloperand-datatype\u2465\u2461"},{"id":"ref-for-mloperand-datatype\u2465\u2462"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-mloperand-datatype\u2465\u2463"},{"id":"ref-for-mloperand-datatype\u2465\u2464"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-mloperand-datatype\u2465\u2465"},{"id":"ref-for-mloperand-datatype\u2465\u2466"},{"id":"ref-for-mloperand-datatype\u2465\u2467"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-mloperand-datatype\u2465\u2468"},{"id":"ref-for-mloperand-datatype\u2466\u24ea"},{"id":"ref-for-mloperand-datatype\u2466\u2460"},{"id":"ref-for-mloperand-datatype\u2466\u2461"},{"id":"ref-for-mloperand-datatype\u2466\u2462"},{"id":"ref-for-mloperand-datatype\u2466\u2463"},{"id":"ref-for-mloperand-datatype\u2466\u2464"},{"id":"ref-for-mloperand-datatype\u2466\u2465"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-mloperand-datatype\u2466\u2466"},{"id":"ref-for-mloperand-datatype\u2466\u2467"},{"id":"ref-for-mloperand-datatype\u2466\u2468"},{"id":"ref-for-mloperand-datatype\u2467\u24ea"},{"id":"ref-for-mloperand-datatype\u2467\u2460"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-mloperand-datatype\u2467\u2461"},{"id":"ref-for-mloperand-datatype\u2467\u2462"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-mloperand-datatype\u2467\u2463"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-mloperand-datatype\u2467\u2464"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-mloperand-datatype\u2467\u2465"},{"id":"ref-for-mloperand-datatype\u2467\u2466"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-mloperand-datatype\u2467\u2467"},{"id":"ref-for-mloperand-datatype\u2467\u2468"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-mloperand-datatype\u2468\u24ea"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-mloperand-datatype\u2468\u2460"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-mloperand-datatype\u2468\u2461"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-mloperand-datatype\u2468\u2462"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-mloperand-datatype\u2468\u2463"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-mloperand-datatype\u2468\u2464"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-mloperand-datatype\u2468\u2465"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-mloperand-datatype\u2468\u2466"},{"id":"ref-for-mloperand-datatype\u2468\u2467"}],"title":"7.7.47. where"}],"url":"#mloperand-datatype"},
+"mloperand-rank": {"dfnID":"mloperand-rank","dfnText":"rank","external":false,"refSections":[{"refs":[{"id":"ref-for-mloperand-rank"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-mloperand-rank\u2460"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-mloperand-rank\u2461"},{"id":"ref-for-mloperand-rank\u2462"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-mloperand-rank\u2463"},{"id":"ref-for-mloperand-rank\u2464"},{"id":"ref-for-mloperand-rank\u2465"},{"id":"ref-for-mloperand-rank\u2466"},{"id":"ref-for-mloperand-rank\u2467"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-mloperand-rank\u2468"},{"id":"ref-for-mloperand-rank\u2460\u24ea"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-mloperand-rank\u2460\u2460"},{"id":"ref-for-mloperand-rank\u2460\u2461"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-mloperand-rank\u2460\u2462"},{"id":"ref-for-mloperand-rank\u2460\u2463"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-mloperand-rank\u2460\u2464"},{"id":"ref-for-mloperand-rank\u2460\u2465"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-mloperand-rank\u2460\u2466"},{"id":"ref-for-mloperand-rank\u2460\u2467"},{"id":"ref-for-mloperand-rank\u2460\u2468"},{"id":"ref-for-mloperand-rank\u2461\u24ea"},{"id":"ref-for-mloperand-rank\u2461\u2460"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-mloperand-rank\u2461\u2461"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-mloperand-rank\u2461\u2462"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-mloperand-rank\u2461\u2463"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-mloperand-rank\u2461\u2464"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-mloperand-rank\u2461\u2465"},{"id":"ref-for-mloperand-rank\u2461\u2466"},{"id":"ref-for-mloperand-rank\u2461\u2467"},{"id":"ref-for-mloperand-rank\u2461\u2468"},{"id":"ref-for-mloperand-rank\u2462\u24ea"},{"id":"ref-for-mloperand-rank\u2462\u2460"},{"id":"ref-for-mloperand-rank\u2462\u2461"},{"id":"ref-for-mloperand-rank\u2462\u2462"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-mloperand-rank\u2462\u2463"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-mloperand-rank\u2462\u2464"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-mloperand-rank\u2462\u2465"},{"id":"ref-for-mloperand-rank\u2462\u2466"},{"id":"ref-for-mloperand-rank\u2462\u2467"}],"title":"7.7.30. matmul"},{"refs":[{"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"},{"id":"ref-for-mloperand-rank\u2463\u2462"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-mloperand-rank\u2463\u2463"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-mloperand-rank\u2463\u2464"},{"id":"ref-for-mloperand-rank\u2463\u2465"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-mloperand-rank\u2463\u2466"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-mloperand-rank\u2463\u2467"},{"id":"ref-for-mloperand-rank\u2463\u2468"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-mloperand-rank\u2464\u24ea"},{"id":"ref-for-mloperand-rank\u2464\u2460"},{"id":"ref-for-mloperand-rank\u2464\u2461"},{"id":"ref-for-mloperand-rank\u2464\u2462"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-mloperand-rank\u2464\u2463"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-mloperand-rank\u2464\u2464"},{"id":"ref-for-mloperand-rank\u2464\u2465"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-mloperand-rank\u2464\u2466"},{"id":"ref-for-mloperand-rank\u2464\u2467"},{"id":"ref-for-mloperand-rank\u2464\u2468"},{"id":"ref-for-mloperand-rank\u2465\u24ea"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-mloperand-rank\u2465\u2460"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-mloperand-rank\u2465\u2461"},{"id":"ref-for-mloperand-rank\u2465\u2462"}],"title":"7.7.47. where"}],"url":"#mloperand-rank"},
 "mloperand-shape": {"dfnID":"mloperand-shape","dfnText":"shape","external":false,"refSections":[{"refs":[{"id":"ref-for-mloperand-shape"},{"id":"ref-for-mloperand-shape\u2460"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-mloperand-shape\u2461"},{"id":"ref-for-mloperand-shape\u2462"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-mloperand-shape\u2463"},{"id":"ref-for-mloperand-shape\u2464"},{"id":"ref-for-mloperand-shape\u2465"},{"id":"ref-for-mloperand-shape\u2466"},{"id":"ref-for-mloperand-shape\u2467"},{"id":"ref-for-mloperand-shape\u2468"},{"id":"ref-for-mloperand-shape\u2460\u24ea"},{"id":"ref-for-mloperand-shape\u2460\u2460"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-mloperand-shape\u2460\u2461"},{"id":"ref-for-mloperand-shape\u2460\u2462"},{"id":"ref-for-mloperand-shape\u2460\u2463"},{"id":"ref-for-mloperand-shape\u2460\u2464"},{"id":"ref-for-mloperand-shape\u2460\u2465"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-mloperand-shape\u2460\u2466"},{"id":"ref-for-mloperand-shape\u2460\u2467"},{"id":"ref-for-mloperand-shape\u2460\u2468"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-mloperand-shape\u2461\u24ea"},{"id":"ref-for-mloperand-shape\u2461\u2460"},{"id":"ref-for-mloperand-shape\u2461\u2461"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-mloperand-shape\u2461\u2462"},{"id":"ref-for-mloperand-shape\u2461\u2463"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-mloperand-shape\u2461\u2464"},{"id":"ref-for-mloperand-shape\u2461\u2465"},{"id":"ref-for-mloperand-shape\u2461\u2466"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-mloperand-shape\u2461\u2467"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-mloperand-shape\u2461\u2468"},{"id":"ref-for-mloperand-shape\u2462\u24ea"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-mloperand-shape\u2462\u2460"},{"id":"ref-for-mloperand-shape\u2462\u2461"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-mloperand-shape\u2462\u2462"},{"id":"ref-for-mloperand-shape\u2462\u2463"},{"id":"ref-for-mloperand-shape\u2462\u2464"},{"id":"ref-for-mloperand-shape\u2462\u2465"},{"id":"ref-for-mloperand-shape\u2462\u2466"},{"id":"ref-for-mloperand-shape\u2462\u2467"},{"id":"ref-for-mloperand-shape\u2462\u2468"},{"id":"ref-for-mloperand-shape\u2463\u24ea"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-mloperand-shape\u2463\u2460"},{"id":"ref-for-mloperand-shape\u2463\u2461"},{"id":"ref-for-mloperand-shape\u2463\u2462"},{"id":"ref-for-mloperand-shape\u2463\u2463"},{"id":"ref-for-mloperand-shape\u2463\u2464"},{"id":"ref-for-mloperand-shape\u2463\u2465"},{"id":"ref-for-mloperand-shape\u2463\u2466"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-mloperand-shape\u2463\u2467"},{"id":"ref-for-mloperand-shape\u2463\u2468"},{"id":"ref-for-mloperand-shape\u2464\u24ea"},{"id":"ref-for-mloperand-shape\u2464\u2460"},{"id":"ref-for-mloperand-shape\u2464\u2461"},{"id":"ref-for-mloperand-shape\u2464\u2462"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-mloperand-shape\u2464\u2463"},{"id":"ref-for-mloperand-shape\u2464\u2464"},{"id":"ref-for-mloperand-shape\u2464\u2465"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-mloperand-shape\u2464\u2466"},{"id":"ref-for-mloperand-shape\u2464\u2467"},{"id":"ref-for-mloperand-shape\u2464\u2468"},{"id":"ref-for-mloperand-shape\u2465\u24ea"},{"id":"ref-for-mloperand-shape\u2465\u2460"},{"id":"ref-for-mloperand-shape\u2465\u2461"},{"id":"ref-for-mloperand-shape\u2465\u2462"},{"id":"ref-for-mloperand-shape\u2465\u2463"},{"id":"ref-for-mloperand-shape\u2465\u2464"},{"id":"ref-for-mloperand-shape\u2465\u2465"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-mloperand-shape\u2465\u2466"},{"id":"ref-for-mloperand-shape\u2465\u2467"},{"id":"ref-for-mloperand-shape\u2465\u2468"},{"id":"ref-for-mloperand-shape\u2466\u24ea"},{"id":"ref-for-mloperand-shape\u2466\u2460"},{"id":"ref-for-mloperand-shape\u2466\u2461"},{"id":"ref-for-mloperand-shape\u2466\u2462"},{"id":"ref-for-mloperand-shape\u2466\u2463"},{"id":"ref-for-mloperand-shape\u2466\u2464"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-mloperand-shape\u2466\u2465"},{"id":"ref-for-mloperand-shape\u2466\u2466"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-mloperand-shape\u2466\u2467"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-mloperand-shape\u2466\u2468"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-mloperand-shape\u2467\u24ea"},{"id":"ref-for-mloperand-shape\u2467\u2460"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-mloperand-shape\u2467\u2461"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-mloperand-shape\u2467\u2462"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-mloperand-shape\u2467\u2463"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-mloperand-shape\u2467\u2464"},{"id":"ref-for-mloperand-shape\u2467\u2465"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-mloperand-shape\u2467\u2466"},{"id":"ref-for-mloperand-shape\u2467\u2467"},{"id":"ref-for-mloperand-shape\u2467\u2468"},{"id":"ref-for-mloperand-shape\u2468\u24ea"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-mloperand-shape\u2468\u2460"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-mloperand-shape\u2468\u2461"},{"id":"ref-for-mloperand-shape\u2468\u2462"},{"id":"ref-for-mloperand-shape\u2468\u2463"}],"title":"7.7.47. where"}],"url":"#mloperand-shape"},
 "mloperanddescriptor-byte-length": {"dfnID":"mloperanddescriptor-byte-length","dfnText":"byte length","external":false,"refSections":[{"refs":[{"id":"ref-for-mloperanddescriptor-byte-length"},{"id":"ref-for-mloperanddescriptor-byte-length\u2460"}],"title":"7.3. MLContext interface"},{"refs":[{"id":"ref-for-mloperanddescriptor-byte-length\u2461"}],"title":"7.5. MLOperandDescriptor dictionary"}],"url":"#mloperanddescriptor-byte-length"},
 "mloperanddescriptor-check-dimensions": {"dfnID":"mloperanddescriptor-check-dimensions","dfnText":"check dimensions","external":false,"refSections":[{"refs":[{"id":"ref-for-mloperanddescriptor-check-dimensions"}],"title":"7.7.2. input operands"},{"refs":[{"id":"ref-for-mloperanddescriptor-check-dimensions\u2460"}],"title":"7.7.3.1. constant(descriptor, bufferView)"}],"url":"#mloperanddescriptor-check-dimensions"},
@@ -12334,10 +13062,11 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "operator-output": {"dfnID":"operator-output","dfnText":"output","external":false,"refSections":[{"refs":[{"id":"ref-for-operator-output"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-operator-output\u2460"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-operator-output\u2461"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-operator-output\u2462"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-operator-output\u2463"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-operator-output\u2464"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-operator-output\u2465"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-operator-output\u2466"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-operator-output\u2467"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-operator-output\u2468"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-operator-output\u2460\u24ea"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-operator-output\u2460\u2460"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-operator-output\u2460\u2461"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-operator-output\u2460\u2462"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-operator-output\u2460\u2463"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-operator-output\u2460\u2464"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-operator-output\u2460\u2465"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-operator-output\u2460\u2466"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-operator-output\u2460\u2467"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-operator-output\u2460\u2468"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-operator-output\u2461\u24ea"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-operator-output\u2461\u2460"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-operator-output\u2461\u2461"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-operator-output\u2461\u2462"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-operator-output\u2461\u2463"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-operator-output\u2461\u2464"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-operator-output\u2461\u2465"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-operator-output\u2461\u2466"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-operator-output\u2461\u2467"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-operator-output\u2461\u2468"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-operator-output\u2462\u24ea"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-operator-output\u2462\u2460"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-operator-output\u2462\u2461"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-operator-output\u2462\u2462"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-operator-output\u2462\u2463"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-operator-output\u2462\u2464"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-operator-output\u2462\u2465"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-operator-output\u2462\u2466"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-operator-output\u2462\u2467"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-operator-output\u2462\u2468"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-operator-output\u2463\u24ea"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-operator-output\u2463\u2460"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-operator-output\u2463\u2461"}],"title":"7.7.47. where"}],"url":"#operator-output"},
 "operators": {"dfnID":"operators","dfnText":"operators","external":false,"refSections":[{"refs":[{"id":"ref-for-operators"},{"id":"ref-for-operators\u2460"},{"id":"ref-for-operators\u2461"},{"id":"ref-for-operators\u2462"},{"id":"ref-for-operators\u2463"},{"id":"ref-for-operators\u2464"},{"id":"ref-for-operators\u2465"}],"title":"6.1. Overview"},{"refs":[{"id":"ref-for-operators\u2466"}],"title":"7.3.3.1. MLOpSupportLimits dictionary"},{"refs":[{"id":"ref-for-operators\u2467"},{"id":"ref-for-operators\u2468"},{"id":"ref-for-operators\u2460\u24ea"},{"id":"ref-for-operators\u2460\u2460"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-operators\u2460\u2461"}],"title":"7.7. MLGraphBuilder interface"},{"refs":[{"id":"ref-for-operators\u2460\u2462"}],"title":"7.7.5. argMin/argMax operations"},{"refs":[{"id":"ref-for-operators\u2460\u2463"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-operators\u2460\u2464"}],"title":"7.7.7. cast"},{"refs":[{"id":"ref-for-operators\u2460\u2465"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-operators\u2460\u2466"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-operators\u2460\u2467"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-operators\u2460\u2468"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-operators\u2461\u24ea"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-operators\u2461\u2460"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-operators\u2461\u2461"}],"title":"7.7.14. Element-wise unary operations"},{"refs":[{"id":"ref-for-operators\u2461\u2462"}],"title":"7.7.15. elu"},{"refs":[{"id":"ref-for-operators\u2461\u2463"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-operators\u2461\u2464"}],"title":"7.7.17. gather"},{"refs":[{"id":"ref-for-operators\u2461\u2465"}],"title":"7.7.18. gelu"},{"refs":[{"id":"ref-for-operators\u2461\u2466"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-operators\u2461\u2467"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-operators\u2461\u2468"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-operators\u2462\u24ea"}],"title":"7.7.22. hardSigmoid"},{"refs":[{"id":"ref-for-operators\u2462\u2460"}],"title":"7.7.23. hardSwish"},{"refs":[{"id":"ref-for-operators\u2462\u2461"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-operators\u2462\u2462"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-operators\u2462\u2463"}],"title":"7.7.26. leakyRelu"},{"refs":[{"id":"ref-for-operators\u2462\u2464"}],"title":"7.7.27. linear"},{"refs":[{"id":"ref-for-operators\u2462\u2465"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-operators\u2462\u2466"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-operators\u2462\u2467"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-operators\u2462\u2468"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-operators\u2463\u24ea"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-operators\u2463\u2460"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-operators\u2463\u2461"}],"title":"7.7.34. Reduction operations"},{"refs":[{"id":"ref-for-operators\u2463\u2462"}],"title":"7.7.35. relu"},{"refs":[{"id":"ref-for-operators\u2463\u2463"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-operators\u2463\u2464"}],"title":"7.7.37. reshape"},{"refs":[{"id":"ref-for-operators\u2463\u2465"}],"title":"7.7.38. sigmoid"},{"refs":[{"id":"ref-for-operators\u2463\u2466"}],"title":"7.7.39. slice"},{"refs":[{"id":"ref-for-operators\u2463\u2467"}],"title":"7.7.40. softmax"},{"refs":[{"id":"ref-for-operators\u2463\u2468"}],"title":"7.7.41. softplus"},{"refs":[{"id":"ref-for-operators\u2464\u24ea"}],"title":"7.7.42. softsign"},{"refs":[{"id":"ref-for-operators\u2464\u2460"}],"title":"7.7.43. split"},{"refs":[{"id":"ref-for-operators\u2464\u2461"}],"title":"7.7.44. tanh"},{"refs":[{"id":"ref-for-operators\u2464\u2462"}],"title":"7.7.45. transpose"},{"refs":[{"id":"ref-for-operators\u2464\u2463"}],"title":"7.7.46. triangular"},{"refs":[{"id":"ref-for-operators\u2464\u2464"}],"title":"7.7.47. where"}],"url":"#operators"},
 "queue-an-ml-task": {"dfnID":"queue-an-ml-task","dfnText":"queue an ML task","external":false,"refSections":[{"refs":[{"id":"ref-for-queue-an-ml-task"},{"id":"ref-for-queue-an-ml-task\u2460"},{"id":"ref-for-queue-an-ml-task\u2461"},{"id":"ref-for-queue-an-ml-task\u2462"}],"title":"7.2.2. createContext()"},{"refs":[{"id":"ref-for-queue-an-ml-task\u2463"},{"id":"ref-for-queue-an-ml-task\u2464"}],"title":"7.3.2. compute()"},{"refs":[{"id":"ref-for-queue-an-ml-task\u2465"},{"id":"ref-for-queue-an-ml-task\u2466"}],"title":"7.7.4. build method"}],"url":"#queue-an-ml-task"},
+"same-as": {"dfnID":"same-as","dfnText":"same type as","external":false,"refSections":[{"refs":[{"id":"ref-for-same-as"},{"id":"ref-for-same-as\u2460"},{"id":"ref-for-same-as\u2461"},{"id":"ref-for-same-as\u2462"}],"title":"7.7.6. batchNormalization"},{"refs":[{"id":"ref-for-same-as\u2463"},{"id":"ref-for-same-as\u2464"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-same-as\u2465"},{"id":"ref-for-same-as\u2466"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-same-as\u2467"}],"title":"7.7.12. Element-wise binary operations"},{"refs":[{"id":"ref-for-same-as\u2468"}],"title":"7.7.13. Element-wise logical operations"},{"refs":[{"id":"ref-for-same-as\u2460\u24ea"},{"id":"ref-for-same-as\u2460\u2460"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-same-as\u2460\u2461"},{"id":"ref-for-same-as\u2460\u2462"},{"id":"ref-for-same-as\u2460\u2463"},{"id":"ref-for-same-as\u2460\u2464"},{"id":"ref-for-same-as\u2460\u2465"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-same-as\u2460\u2466"},{"id":"ref-for-same-as\u2460\u2467"},{"id":"ref-for-same-as\u2460\u2468"},{"id":"ref-for-same-as\u2461\u24ea"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-same-as\u2461\u2460"},{"id":"ref-for-same-as\u2461\u2461"}],"title":"7.7.24. instanceNormalization"},{"refs":[{"id":"ref-for-same-as\u2461\u2462"},{"id":"ref-for-same-as\u2461\u2463"}],"title":"7.7.25. layerNormalization"},{"refs":[{"id":"ref-for-same-as\u2461\u2464"},{"id":"ref-for-same-as\u2461\u2465"},{"id":"ref-for-same-as\u2461\u2466"},{"id":"ref-for-same-as\u2461\u2467"},{"id":"ref-for-same-as\u2461\u2468"},{"id":"ref-for-same-as\u2462\u24ea"},{"id":"ref-for-same-as\u2462\u2460"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-same-as\u2462\u2461"},{"id":"ref-for-same-as\u2462\u2462"},{"id":"ref-for-same-as\u2462\u2463"},{"id":"ref-for-same-as\u2462\u2464"},{"id":"ref-for-same-as\u2462\u2465"},{"id":"ref-for-same-as\u2462\u2466"},{"id":"ref-for-same-as\u2462\u2467"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-same-as\u2462\u2468"}],"title":"7.7.30. matmul"},{"refs":[{"id":"ref-for-same-as\u2463\u24ea"}],"title":"7.7.33. prelu"},{"refs":[{"id":"ref-for-same-as\u2463\u2460"}],"title":"7.7.47. where"}],"url":"#same-as"},
 "typedefdef-mlnamedarraybufferviews": {"dfnID":"typedefdef-mlnamedarraybufferviews","dfnText":"MLNamedArrayBufferViews","external":false,"refSections":[{"refs":[{"id":"ref-for-typedefdef-mlnamedarraybufferviews"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2460"}],"title":"6.1. Overview"},{"refs":[{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2461"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2462"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2463"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2464"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2465"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2466"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2467"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2468"}],"title":"7.3. MLContext interface"},{"refs":[{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2460\u24ea"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2460\u2460"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2460\u2461"}],"title":"7.3.1. MLNamedArrayBufferViews transfer algorithm"},{"refs":[{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2460\u2462"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2460\u2463"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2460\u2464"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2460\u2465"},{"id":"ref-for-typedefdef-mlnamedarraybufferviews\u2460\u2466"}],"title":"7.3.2. compute()"}],"url":"#typedefdef-mlnamedarraybufferviews"},
 "typedefdef-mlnamedoperands": {"dfnID":"typedefdef-mlnamedoperands","dfnText":"MLNamedOperands","external":false,"refSections":[{"refs":[{"id":"ref-for-typedefdef-mlnamedoperands"}],"title":"7.7. MLGraphBuilder interface"},{"refs":[{"id":"ref-for-typedefdef-mlnamedoperands\u2460"}],"title":"7.7.4. build method"}],"url":"#typedefdef-mlnamedoperands"},
 "typedefdef-mlnumber": {"dfnID":"typedefdef-mlnumber","dfnText":"MLNumber","external":false,"refSections":[{"refs":[{"id":"ref-for-typedefdef-mlnumber"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-typedefdef-mlnumber\u2460"},{"id":"ref-for-typedefdef-mlnumber\u2461"}],"title":"7.6.1.1. MLNumber"},{"refs":[{"id":"ref-for-typedefdef-mlnumber\u2462"}],"title":"7.7. MLGraphBuilder interface"},{"refs":[{"id":"ref-for-typedefdef-mlnumber\u2463"}],"title":"7.7.3.2. constant(type, value)"},{"refs":[{"id":"ref-for-typedefdef-mlnumber\u2464"},{"id":"ref-for-typedefdef-mlnumber\u2465"},{"id":"ref-for-typedefdef-mlnumber\u2466"},{"id":"ref-for-typedefdef-mlnumber\u2467"}],"title":"7.7.8. clamp"},{"refs":[{"id":"ref-for-typedefdef-mlnumber\u2468"},{"id":"ref-for-typedefdef-mlnumber\u2460\u24ea"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-typedefdef-mlnumber\u2460\u2460"}],"title":"8.2. Casting"}],"url":"#typedefdef-mlnumber"},
-"unidirectionally-broadcastable": {"dfnID":"unidirectionally-broadcastable","dfnText":"unidirectionally broadcastable","external":false,"refSections":[{"refs":[{"id":"ref-for-unidirectionally-broadcastable"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-unidirectionally-broadcastable\u2460"},{"id":"ref-for-unidirectionally-broadcastable\u2461"},{"id":"ref-for-unidirectionally-broadcastable\u2462"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-unidirectionally-broadcastable\u2463"}],"title":"8.1. Broadcasting"}],"url":"#unidirectionally-broadcastable"},
+"unidirectionally-broadcastable": {"dfnID":"unidirectionally-broadcastable","dfnText":"unidirectionally broadcastable","external":false,"refSections":[{"refs":[{"id":"ref-for-unidirectionally-broadcastable"}],"title":"7.6. MLOperand interface"},{"refs":[{"id":"ref-for-unidirectionally-broadcastable\u2460"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-unidirectionally-broadcastable\u2461"},{"id":"ref-for-unidirectionally-broadcastable\u2462"},{"id":"ref-for-unidirectionally-broadcastable\u2463"}],"title":"7.7.19. gemm"},{"refs":[{"id":"ref-for-unidirectionally-broadcastable\u2464"}],"title":"8.1. Broadcasting"}],"url":"#unidirectionally-broadcastable"},
 "unidirectionally-broadcasting": {"dfnID":"unidirectionally-broadcasting","dfnText":"unidirectionally broadcast the shapes","external":false,"refSections":[{"refs":[{"id":"ref-for-unidirectionally-broadcasting"}],"title":"7.7.16. expand"},{"refs":[{"id":"ref-for-unidirectionally-broadcasting\u2460"}],"title":"8.1. Broadcasting"}],"url":"#unidirectionally-broadcasting"},
 "valid-dimension": {"dfnID":"valid-dimension","dfnText":"valid dimension","external":false,"refSections":[{"refs":[{"id":"ref-for-valid-dimension"}],"title":"7.5. MLOperandDescriptor dictionary"},{"refs":[{"id":"ref-for-valid-dimension\u2460"}],"title":"7.7.9. concat"},{"refs":[{"id":"ref-for-valid-dimension\u2461"}],"title":"7.7.10. conv2d"},{"refs":[{"id":"ref-for-valid-dimension\u2462"}],"title":"7.7.11. convTranspose2d"},{"refs":[{"id":"ref-for-valid-dimension\u2463"},{"id":"ref-for-valid-dimension\u2464"}],"title":"7.7.20. gru"},{"refs":[{"id":"ref-for-valid-dimension\u2465"},{"id":"ref-for-valid-dimension\u2466"}],"title":"7.7.21. gruCell"},{"refs":[{"id":"ref-for-valid-dimension\u2467"},{"id":"ref-for-valid-dimension\u2468"}],"title":"7.7.28. lstm"},{"refs":[{"id":"ref-for-valid-dimension\u2460\u24ea"},{"id":"ref-for-valid-dimension\u2460\u2460"}],"title":"7.7.29. lstmCell"},{"refs":[{"id":"ref-for-valid-dimension\u2460\u2461"}],"title":"7.7.31. pad"},{"refs":[{"id":"ref-for-valid-dimension\u2460\u2462"}],"title":"7.7.32. Pooling operations"},{"refs":[{"id":"ref-for-valid-dimension\u2460\u2463"}],"title":"7.7.36. resample2d"},{"refs":[{"id":"ref-for-valid-dimension\u2460\u2464"}],"title":"7.7.37. reshape"}],"url":"#valid-dimension"},
 "validate-buffer-with-descriptor": {"dfnID":"validate-buffer-with-descriptor","dfnText":"validate buffer with descriptor","external":false,"refSections":[{"refs":[{"id":"ref-for-validate-buffer-with-descriptor"},{"id":"ref-for-validate-buffer-with-descriptor\u2460"}],"title":"7.3.2. compute()"},{"refs":[{"id":"ref-for-validate-buffer-with-descriptor\u2461"}],"title":"7.7.3.1. constant(descriptor, bufferView)"}],"url":"#validate-buffer-with-descriptor"},
@@ -12730,6 +13459,10 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "use strict";
 {
 let refsData = {
+"#allowed-data-types": {"displayText":"allowed data types","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"allowed data types","type":"dfn","url":"#allowed-data-types"},
+"#allowed-ranks": {"displayText":"allowed ranks","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"allowed ranks","type":"dfn","url":"#allowed-ranks"},
+"#any-data-type": {"displayText":"any data type","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"any data type","type":"dfn","url":"#any-data-type"},
+"#any-rank": {"displayText":"any rank","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"any rank","type":"dfn","url":"#any-rank"},
 "#bidirectionally-broadcastable": {"displayText":"bidirectionally broadcastable","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"bidirectionally broadcastable","type":"dfn","url":"#bidirectionally-broadcastable"},
 "#bidirectionally-broadcasting": {"displayText":"bidirectionally broadcasting","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"bidirectionally broadcasting","type":"dfn","url":"#bidirectionally-broadcasting"},
 "#broadcasting": {"displayText":"broadcasting","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"broadcasting","type":"dfn","url":"#broadcasting"},
@@ -13366,6 +14099,7 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 "#operator-output": {"displayText":"output","export":true,"for_":["operator"],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"output","type":"dfn","url":"#operator-output"},
 "#operators": {"displayText":"operators","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"operators","type":"dfn","url":"#operators"},
 "#queue-an-ml-task": {"displayText":"queue an ml task","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"queue an ml task","type":"dfn","url":"#queue-an-ml-task"},
+"#same-as": {"displayText":"same as","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"same as","type":"dfn","url":"#same-as"},
 "#typedefdef-mlnamedarraybufferviews": {"displayText":"MLNamedArrayBufferViews","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"MLNamedArrayBufferViews","type":"typedef","url":"#typedefdef-mlnamedarraybufferviews"},
 "#typedefdef-mlnamedoperands": {"displayText":"MLNamedOperands","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"MLNamedOperands","type":"typedef","url":"#typedefdef-mlnamedoperands"},
 "#typedefdef-mlnumber": {"displayText":"MLNumber","export":true,"for_":[],"level":"","normative":true,"shortname":"webnn","spec":"webnn","status":"local","text":"MLNumber","type":"typedef","url":"#typedefdef-mlnumber"},