From da4aadce8f27d87d1343d328c512c885e7f815ea Mon Sep 17 00:00:00 2001
From: Joshua Bell <jsbell@chromium.org>
Date: Fri, 26 Apr 2024 23:45:09 +0000
Subject: [PATCH] Specify the operand data type constraints of operations
 (#646)

SHA: b5677b63181e312238304d7cdb9130b164b4e694
Reason: push, by fdwr

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
---
 index.html | 765 ++++++++++++++++++++++++++++++-----------------------
 1 file changed, 440 insertions(+), 325 deletions(-)

diff --git a/index.html b/index.html
index 1da177b4..9a5e8ded 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 82ce88815, updated Thu Sep 7 16:33:55 2023 -0700" name="generator">
   <link href="https://www.w3.org/TR/webnn/" rel="canonical">
-  <meta content="d57e4ef323e0e48504859dfc32681d6fbfb6decd" name="document-revision">
+  <meta content="b5677b63181e312238304d7cdb9130b164b4e694" name="document-revision">
 <style>
 /* Make <dl> blocks more distinct from their surroundings. */
 main dl:not(.switch) {
@@ -905,7 +905,7 @@
   <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="2024-04-25">25 April 2024</time></p>
+   <p id="w3c-state"><a href="https://www.w3.org/standards/types#ED">Editor’s Draft</a>, <time class="dt-updated" datetime="2024-04-26">26 April 2024</time></p>
    <details open>
     <summary>More details about this document</summary>
     <div data-fill-with="spec-metadata">
@@ -2510,33 +2510,43 @@ <h4 class="heading settled" data-level="7.8.6" id="api-mlgraphbuilder-batchnorm"
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-activation" id="ref-for-dom-mlbatchnormalizationoptions-activation①">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this②⑨">this</a> and it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑤">axis</a></code> is not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range②">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③">rank</a>, exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑤">axis</a></code> is not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range②">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③">rank</a>, exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑥">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③">TypeError</a></code>.</p>
+      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④">TypeError</a></code>.</p>
+      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑦">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤">TypeError</a></code>.</p>
+      <p>If <var>mean</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑥">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑦">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>variance</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑦">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑧">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-scale" id="ref-for-dom-mlbatchnormalizationoptions-scale②">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑨">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑧">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑧">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⓪">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑧">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑧">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③①">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-bias" id="ref-for-dom-mlbatchnormalizationoptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑧">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③②">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③③">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑨">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⓪">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑨">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑨">shape</a>[0] is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⓪">shape</a>[<var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-axis" id="ref-for-dom-mlbatchnormalizationoptions-axis⑨">axis</a></code>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③④">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-activation" id="ref-for-dom-mlbatchnormalizationoptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①②">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps①">validation steps</a>] with <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot⑦">[[descriptor]]</a></code> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⓪">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlbatchnormalizationoptions-activation" id="ref-for-dom-mlbatchnormalizationoptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①②">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps①">validation steps</a>] with <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot⑦">[[descriptor]]</a></code> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑤">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -2597,7 +2607,7 @@ <h4 class="heading settled" data-level="7.8.7" id="api-mlgraphbuilder-cast"><spa
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-cast"><code>cast(<var>input</var>, <var>type</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③①">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③①">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③①">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑥">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -2686,9 +2696,9 @@ <h5 class="heading settled" data-level="7.8.8.1" id="api-mlgraphbuilder-clamp-op
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="clamp(input, options)|clamp(input)" id="dom-mlgraphbuilder-clamp"><code>clamp(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③②">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③②">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③②">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#check-clamp-options" id="ref-for-check-clamp-options">checking clamp options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③③">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#check-clamp-options" id="ref-for-check-clamp-options">checking clamp options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑧">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -2724,7 +2734,7 @@ <h5 class="heading settled" data-level="7.8.8.2" id="api-mlgraphbuilder-clamp-op
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="clamp(options)|clamp()" id="dom-mlgraphbuilder-clamp-options"><code>clamp(<var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#check-clamp-options" id="ref-for-check-clamp-options①">checking clamp options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③④">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#check-clamp-options" id="ref-for-check-clamp-options①">checking clamp options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑨">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>op</var> be the result of <a data-link-type="dfn" href="#create-an-mlactivation" id="ref-for-create-an-mlactivation">creating an MLActivation</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③③">this</a>, "clamp" and <var>options</var>.</p>
      <li data-md>
@@ -2755,17 +2765,17 @@ <h4 class="heading settled" data-level="7.8.9" id="api-mlgraphbuilder-concat"><s
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-concat"><code>concat(<var>inputs</var>, <var>axis</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③④">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item">item</a> in <var>inputs</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑤">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③④">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item">item</a> in <var>inputs</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>inputs</var> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-is-empty" id="ref-for-list-is-empty">is empty</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑥">TypeError</a></code>.</p>
+      <p>If <var>inputs</var> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-is-empty" id="ref-for-list-is-empty">is empty</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④①">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>first</var> be <var>inputs</var>[0].</p>
      <li data-md>
-      <p>If <var>axis</var> is greater than or equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑨">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑦">TypeError</a></code>.</p>
+      <p>If <var>axis</var> is greater than or equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑨">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④②">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⓪">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑧">dataType</a></code> to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①">dataType</a>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑧">dataType</a></code> to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪">dataType</a>.</p>
      <li data-md>
       <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions⑨">dimensions</a></code> to a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone">clone</a> of <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①①">shape</a>.</p>
      <li data-md>
@@ -2776,22 +2786,22 @@ <h4 class="heading settled" data-level="7.8.9" 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-datatype②">dataType</a> is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑧">TypeError</a></code>.</p>
+        <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①">dataType</a> is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④③">TypeError</a></code>.</p>
        <li data-md>
-        <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⓪">rank</a> is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①①">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror③⑨">TypeError</a></code>.</p>
+        <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⓪">rank</a> is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①①">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④④">TypeError</a></code>.</p>
        <li data-md>
         <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑤">For each</a> <var>dim</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range④">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①②">rank</a>, exclusive:</p>
         <div class="note" role="note"> If the shape of each corresponding dimension and type of the operands, except for those of the dimension given by <var>axis</var>, is not the same, fail. </div>
         <ol>
          <li data-md>
-          <p>If <var>dim</var> is not equal to <var>axis</var> and if <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①③">shape</a>[<var>dim</var>] is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①④">shape</a>[<var>dim</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⓪">TypeError</a></code>.</p>
+          <p>If <var>dim</var> is not equal to <var>axis</var> and if <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①③">shape</a>[<var>dim</var>] is not equal to <var>first</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①④">shape</a>[<var>dim</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑤">TypeError</a></code>.</p>
          <li data-md>
           <p>If <var>dim</var> is equal to <var>axis</var>:</p>
           <ol>
            <li data-md>
             <p>Let <var>size</var> be the sum of <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①①">dimensions</a></code>[<var>axis</var>] and <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑤">shape</a>[<var>dim</var>].</p>
            <li data-md>
-            <p>If <var>size</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension②">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④①">TypeError</a></code>.</p>
+            <p>If <var>size</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension②">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑥">TypeError</a></code>.</p>
            <li data-md>
             <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①②">dimensions</a></code>[<var>axis</var>] to <var>size</var>.</p>
           </ol>
@@ -2944,31 +2954,33 @@ <h4 class="heading settled" data-level="7.8.10" id="api-mlgraphbuilder-conv2d"><
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="conv2d(input, filter, options)|conv2d(input, filter)" id="dom-mlgraphbuilder-conv2d"><code>conv2d(<var>input</var>, <var>filter</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑥">this</a> and any of <var>input</var>, <var>filter</var>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑥">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④②">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑥">this</a> and any of <var>input</var>, <var>filter</var>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑥">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑦">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-activation" id="ref-for-dom-mlconv2doptions-activation①">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑦">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation①">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑦">this</a> and it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-activation" id="ref-for-dom-mlconv2doptions-activation①">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑦">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation①">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑦">this</a> and it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④③">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①③">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④④">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①③">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①④">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑤">TypeError</a></code>.</p>
+      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①④">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑥">TypeError</a></code>.</p>
+      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①④">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤②">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-padding" id="ref-for-dom-mlconv2doptions-padding①">padding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑧">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑥">list</a> « 0, 0, 0, 0 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-padding" id="ref-for-dom-mlconv2doptions-padding②">padding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑧">size</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑦">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-padding" id="ref-for-dom-mlconv2doptions-padding②">padding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑧">size</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤③">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides①">strides</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⑨">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑦">list</a> « 1, 1 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides②">strides</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑨">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑧">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides②">strides</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑨">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If any element in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides③">strides</a></code> is equal to 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror④⑨">TypeError</a></code>.</p>
+      <p>If any element in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides③">strides</a></code> is equal to 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑤">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-dilations" id="ref-for-dom-mlconv2doptions-dilations①">dilations</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⓪">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑧">list</a> « 1, 1 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-dilations" id="ref-for-dom-mlconv2doptions-dilations②">dilations</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⓪">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⓪">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-dilations" id="ref-for-dom-mlconv2doptions-dilations②">dilations</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⓪">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups②">groups</a></code> is 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤①">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups②">groups</a></code> is 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑦">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Calculate the output shape:</em></p>
       <ol>
@@ -3055,18 +3067,18 @@ <h4 class="heading settled" data-level="7.8.10" id="api-mlgraphbuilder-conv2d"><
           </ol>
         </dl>
        <li data-md>
-        <p>If <var>inputChannels</var> % <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups③">groups</a></code> is not 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤②">TypeError</a></code>.</p>
+        <p>If <var>inputChannels</var> % <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups③">groups</a></code> is not 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑧">TypeError</a></code>.</p>
        <li data-md>
-        <p>Else if <var>inputChannels</var> / <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups④">groups</a></code> is not equal to <var>filterInputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤③">TypeError</a></code>.</p>
+        <p>Else if <var>inputChannels</var> / <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-groups" id="ref-for-dom-mlconv2doptions-groups④">groups</a></code> is not equal to <var>filterInputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑨">TypeError</a></code>.</p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-bias" id="ref-for-dom-mlconv2doptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②①">exists</a>:</p>
         <ol>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑤">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤④">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑤">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⓪">TypeError</a></code>.</p>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑦">shape</a>[0] is not equal to <var>outputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw④⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑤">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑦">shape</a>[0] is not equal to <var>outputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥①">TypeError</a></code>.</p>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑥">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥②">TypeError</a></code>.</p>
         </ol>
        <li data-md>
         <p>Let <var>outputSizes</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-conv2d-output-sizes" id="ref-for-mlgraphbuilder-calculate-conv2d-output-sizes">calculating conv2d output sizes</a> given <var>inputHeight</var>, <var>inputWidth</var>, <var>filterHeight</var>, <var>filterWidth</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-padding" id="ref-for-dom-mlconv2doptions-padding③">padding</a></code>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides④">strides</a></code>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-dilations" id="ref-for-dom-mlconv2doptions-dilations③">dilations</a></code>.</p>
@@ -3081,15 +3093,15 @@ <h4 class="heading settled" data-level="7.8.10" id="api-mlgraphbuilder-conv2d"><
           <p>Let <var>outputShape</var> be « <var>batches</var>, floor( <var>outputSizes</var>[0] ), floor( <var>outputSizes</var>[1] ), <var>outputChannels</var> ».</p>
         </dl>
        <li data-md>
-        <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension③">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑦">TypeError</a></code>.</p>
+        <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension③">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥③">TypeError</a></code>.</p>
        <li data-md>
         <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②①">MLOperandDescriptor</a></code>.</p>
        <li data-md>
-        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype⑨">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧">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-datatype⑨">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑧">dataType</a>.</p>
        <li data-md>
         <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①③">dimensions</a></code> to <var>outputShape</var>.</p>
        <li data-md>
-        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-activation" id="ref-for-dom-mlconv2doptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②②">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps②">validation steps</a>] with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑧">TypeError</a></code>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-activation" id="ref-for-dom-mlconv2doptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②②">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps②">validation steps</a>] with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥④">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -3249,44 +3261,46 @@ <h4 class="heading settled" data-level="7.8.11" id="api-mlgraphbuilder-convtrans
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="convTranspose2d(input, filter, options)|convTranspose2d(input, filter)" id="dom-mlgraphbuilder-convtranspose2d"><code>convTranspose2d(<var>input</var>, <var>filter</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑨">this</a> and any of <var>input</var>, <var>filter</var>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-bias" id="ref-for-dom-mlconvtranspose2doptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑤">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑤⑨">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this③⑨">this</a> and any of <var>input</var>, <var>filter</var>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-bias" id="ref-for-dom-mlconvtranspose2doptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑤">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-activation" id="ref-for-dom-mlconvtranspose2doptions-activation①">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑥">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation②">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⓪">this</a> and it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⓪">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-activation" id="ref-for-dom-mlconvtranspose2doptions-activation①">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑥">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation②">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⓪">this</a> and it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑥">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥①">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑥">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑦">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥②">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑨">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥③">TypeError</a></code>.</p>
+      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑦">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑨">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>filter</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⓪">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-padding" id="ref-for-dom-mlconvtranspose2doptions-padding①">padding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑦">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①④">list</a> « 0, 0, 0, 0 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-padding" id="ref-for-dom-mlconvtranspose2doptions-padding②">padding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①①">size</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥④">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-padding" id="ref-for-dom-mlconvtranspose2doptions-padding②">padding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①①">size</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦①">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides②">strides</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑧">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑤">list</a> « 1, 1 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides③">strides</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①②">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑤⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑤">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides③">strides</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①②">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If any element in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides⑤">strides</a></code> is equal to 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑥">TypeError</a></code>.</p>
+      <p>If any element in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconv2doptions-strides" id="ref-for-dom-mlconv2doptions-strides⑤">strides</a></code> is equal to 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦③">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-dilations" id="ref-for-dom-mlconvtranspose2doptions-dilations①">dilations</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists②⑨">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑥">list</a> « 1, 1 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-dilations" id="ref-for-dom-mlconvtranspose2doptions-dilations②">dilations</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①③">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑦">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-dilations" id="ref-for-dom-mlconvtranspose2doptions-dilations②">dilations</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①③">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦④">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding③">outputPadding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⓪">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑦">list</a> « 0, 0 ».</p>
      <li data-md>
-      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding④">outputPadding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①④">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑧">TypeError</a></code>.</p>
+      <p>Else if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding④">outputPadding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①④">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑤">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputsizes" id="ref-for-dom-mlconvtranspose2doptions-outputsizes②">outputSizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③①">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑤">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑥⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑤">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑥">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>Otherwise:</p>
       <ol>
        <li data-md>
-        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding⑤">outputPadding</a></code>[0] is greater than or equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides④">strides</a></code>[0], or <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding⑥">outputPadding</a></code>[1] is greater than or equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides⑤">strides</a></code>[1], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⓪">TypeError</a></code>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding⑤">outputPadding</a></code>[0] is greater than or equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides④">strides</a></code>[0], or <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputpadding" id="ref-for-dom-mlconvtranspose2doptions-outputpadding⑥">outputPadding</a></code>[1] is greater than or equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-strides" id="ref-for-dom-mlconvtranspose2doptions-strides⑤">strides</a></code>[1], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑦">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Calculate the output shape:</em></p>
@@ -3362,18 +3376,18 @@ <h4 class="heading settled" data-level="7.8.11" id="api-mlgraphbuilder-convtrans
           </ol>
         </dl>
        <li data-md>
-        <p>If <var>inputChannels</var> is not equal to <var>filterInputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦①">TypeError</a></code>.</p>
+        <p>If <var>inputChannels</var> is not equal to <var>filterInputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑧">TypeError</a></code>.</p>
        <li data-md>
         <p>Let <var>outputChannels</var> be <var>filterOutputChannels</var> * <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-groups" id="ref-for-dom-mlconvtranspose2doptions-groups②">groups</a></code></p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-bias" id="ref-for-dom-mlconvtranspose2doptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③②">exists</a>:</p>
         <ol>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑧">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦②">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank①⑧">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑨">TypeError</a></code>.</p>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑨">shape</a>[0] is not equal to <var>outputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦③">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape①⑨">shape</a>[0] is not equal to <var>outputChannels</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⓪">TypeError</a></code>.</p>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦④">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②②">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②③">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧①">TypeError</a></code>.</p>
         </ol>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputsizes" id="ref-for-dom-mlconvtranspose2doptions-outputsizes③">outputSizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③③">exists</a>, let <var>outputSizes</var> be <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-outputsizes" id="ref-for-dom-mlconvtranspose2doptions-outputsizes④">outputSizes</a></code>.</p>
@@ -3390,15 +3404,15 @@ <h4 class="heading settled" data-level="7.8.11" id="api-mlgraphbuilder-convtrans
           <p>Let <var>outputShape</var> be « <var>batches</var>, floor( <var>outputSizes</var>[0] ), floor( <var>outputSizes</var>[1] ), <var>outputChannels</var> ».</p>
         </dl>
        <li data-md>
-        <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item②">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension④">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑥⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑤">TypeError</a></code>.</p>
+        <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item②">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension④">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧②">TypeError</a></code>.</p>
        <li data-md>
         <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②②">MLOperandDescriptor</a></code>.</p>
        <li data-md>
-        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⓪">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①③">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-datatype①⓪">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②④">dataType</a>.</p>
        <li data-md>
         <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①④">dimensions</a></code> to <var>outputShape</var>.</p>
        <li data-md>
-        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-activation" id="ref-for-dom-mlconvtranspose2doptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③④">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps③">validation steps</a>] with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑥">TypeError</a></code>.</p>
+        <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlconvtranspose2doptions-activation" id="ref-for-dom-mlconvtranspose2doptions-activation②">activation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③④">exists</a>, and running its <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps③">validation steps</a>] with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧③">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -3472,18 +3486,18 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#assert" id="ref-for-assert①">Assert</a>: <var>op</var> is one of "add", "sub", "mul", "div", "max", "min", "pow".</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④②">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑦">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④②">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①④">dataType</a> is not equal to <var>b</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-throw⑦②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑧">TypeError</a></code>.</p>
+      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑤">dataType</a> is not equal to <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑥">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑤">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②③">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①①">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑥">dataType</a>.</p>
+      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①①">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑦">dataType</a>.</p>
      <li data-md>
       <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑤">dimensions</a></code> to the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes">bidirectionally broadcasting the shapes</a> <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⓪">shape</a> and <var>b</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②①">shape</a>.</p>
       <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-throw⑦③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑦⑨">TypeError</a></code>.</p>
+        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑥">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -3512,7 +3526,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op①"> create element-wise binary operation</a> given "add", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑤">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-throw⑧①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧②">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3525,7 +3539,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op②"> create element-wise binary operation</a> given "sub", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑦">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-throw⑧③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧④">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3538,7 +3552,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op③"> create element-wise binary operation</a> given "mul", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑦⑨">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-throw⑧⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑥">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3551,7 +3565,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op④"> create element-wise binary operation</a> given "div", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧①">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑧">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3564,7 +3578,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op⑤"> create element-wise binary operation</a> given "max", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧③">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⓪">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3577,7 +3591,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op⑥"> create element-wise binary operation</a> given "min", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑤">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨②">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3590,7 +3604,7 @@ <h4 class="heading settled" data-level="7.8.12" id="api-mlgraphbuilder-binary"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-binary-op" id="ref-for-mlgraphbuilder-element-wise-binary-op⑦"> create element-wise binary operation</a> given "pow", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑦">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨④">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3646,17 +3660,17 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
       <p>If <var>op</var> is "not".</p>
       <ol>
        <li data-md>
-        <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④④">this</a> and <var>a</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⓪">TypeError</a></code>.</p>
+        <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④④">this</a> and <var>a</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑦">TypeError</a></code>.</p>
        <li data-md>
-        <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑦">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8">"uint8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑧⑨">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 <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8">"uint8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑧">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>op</var> is anything else but "not".</p>
       <ol>
        <li data-md>
-        <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑤">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧②">TypeError</a></code>.</p>
+        <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑤">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑨">TypeError</a></code>.</p>
        <li data-md>
-        <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑧">dataType</a> is not equal to <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧③">TypeError</a></code>.</p>
+        <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑨">dataType</a> is not equal to <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⓪">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⓪">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②④">MLOperandDescriptor</a></code>.</p>
@@ -3666,7 +3680,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
       <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑥">dimensions</a></code> to the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes①">bidirectionally broadcasting the shapes</a> <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②②">shape</a> and <var>b</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②③">shape</a>.</p>
       <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-throw⑨②">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 that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨①">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -3695,7 +3709,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op①"> create element-wise logical operation</a> given "equal", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨④">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪①">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3708,7 +3722,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op②"> create element-wise logical operation</a> given "greater", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑥">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-throw①⓪②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪③">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3721,7 +3735,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op③"> create element-wise logical operation</a> given "greaterOrEqual", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑧">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-throw①⓪④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑤">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3734,7 +3748,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op④"> create element-wise logical operation</a> given "lesser", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw⑨⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⓪">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑦">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3747,7 +3761,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op⑤"> create element-wise logical operation</a> given "lesserOrEqual", <var>a</var> and <var>b</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪②">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑨">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3760,7 +3774,7 @@ <h4 class="heading settled" data-level="7.8.13" id="api-mlgraphbuilder-logical">
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-logical-op" id="ref-for-mlgraphbuilder-element-wise-logical-op⑥"> create element-wise logical operation</a> given "not" and <var>a</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪④">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①①">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3827,12 +3841,14 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
     </ul>
    </div>
    <details class="algorithm" data-algorithm="element-wise-unary-op" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="element-wise-unary-op" data-noexport id="mlgraphbuilder-element-wise-unary-op">create element-wise unary operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑦">string</a> <var>op</var> and <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦③">MLOperand</a></code> <var>input</var>, run the following steps: </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="element-wise-unary-op" data-noexport id="mlgraphbuilder-element-wise-unary-op">create element-wise unary operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑦">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand①⑦③">MLOperand</a></code> <var>input</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑧">list</a> <var>allowedDataTypes</var>, run the following steps: </summary>
     <ol>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#assert" id="ref-for-assert③">Assert</a>: <var>op</var> is one of "abs", "ceil", "cos", "erf", "exp", "floor", "identity", "log", "neg", "reciprocal", "sin", "sqrt", "tan".</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑤">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨②">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>allowedDataTypes</var> is given and it does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain">contain</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨③">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -3857,10 +3873,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-abs"><code>abs(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①"> create element-wise unary operation</a> given "abs" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①"> create element-wise unary operation</a> given "abs", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑤">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8②">"int8"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑦">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑤">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3870,10 +3886,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-ceil"><code>ceil(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op②"> create element-wise unary operation</a> given "ceil" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op②"> create element-wise unary operation</a> given "ceil", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑥">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⓪⑨">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑦">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3883,10 +3899,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-cos"><code>cos(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op③"> create element-wise unary operation</a> given "cos" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op③"> create element-wise unary operation</a> given "cos", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑦">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑤">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①①">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑨">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3896,10 +3912,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-erf"><code>erf(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op④"> create element-wise unary operation</a> given "erf" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op④"> create element-wise unary operation</a> given "erf", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑧">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑥">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①③">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-throw①②⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②①">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3909,10 +3925,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-exp"><code>exp(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑤"> create element-wise unary operation</a> given "exp" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑤"> create element-wise unary operation</a> given "exp", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32⑨">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑦">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑤">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②③">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3922,10 +3938,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-floor"><code>floor(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑥"> create element-wise unary operation</a> given "floor" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑥"> create element-wise unary operation</a> given "floor", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⓪">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑧">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑦">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑤">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3938,7 +3954,7 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑦"> create element-wise unary operation</a> given "identity" and <var>input</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①①⑨">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑦">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3948,10 +3964,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-log"><code>log(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑧"> create element-wise unary operation</a> given "log" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑧"> create element-wise unary operation</a> given "log", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①①">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16⑨">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②①">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑨">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3961,10 +3977,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-neg"><code>neg(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑨"> create element-wise unary operation</a> given "neg" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op⑨"> create element-wise unary operation</a> given "neg", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①②">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⓪">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32①">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8③">"int8"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②③">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③①">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3974,10 +3990,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-reciprocal"><code>reciprocal(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①⓪"> create element-wise unary operation</a> given "reciprocal" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①⓪"> create element-wise unary operation</a> given "reciprocal", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①③">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①①">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑤">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③③">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -3987,10 +4003,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-sin"><code>sin(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①①"> create element-wise unary operation</a> given "sin" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①①"> create element-wise unary operation</a> given "sin", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①④">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①②">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑦">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑤">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -4000,10 +4016,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-sqrt"><code>sqrt(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①②"> create element-wise unary operation</a> given "sqrt" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①②"> create element-wise unary operation</a> given "sqrt", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑤">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①③">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①②⑨">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑦">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -4013,10 +4029,10 @@ <h4 class="heading settled" data-level="7.8.14" id="api-mlgraphbuilder-unary"><s
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-tan"><code>tan(<var>input</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①③"> create element-wise unary operation</a> given "tan" and <var>input</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-element-wise-unary-op" id="ref-for-mlgraphbuilder-element-wise-unary-op①③"> create element-wise unary operation</a> given "tan", <var>input</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑥">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①④">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③①">throw</a> the error.</p>
+         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑨">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -4072,7 +4088,9 @@ <h5 class="heading settled" data-level="7.8.15.1" id="api-mlgraphbuilder-elu-inp
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="elu(input, options)|elu(input)" id="dom-mlgraphbuilder-elu"><code>elu(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑧">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③②">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this④⑧">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨④">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③②">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑦">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑤">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑤">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -4133,16 +4151,16 @@ <h4 class="heading settled" data-level="7.8.16" id="api-mlgraphbuilder-expand"><
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-expand"><code>expand(<var>input</var>, <var>newShape</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⓪">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑦">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⓪">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑥">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>outputDescriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑤">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>outputDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①③">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⓪">dataType</a>.</p>
+      <p>Set <var>outputDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①③">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③③">dataType</a>.</p>
      <li data-md>
       <p>Set <var>outputDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑦">dimensions</a></code> to the result of <a data-link-type="dfn" href="#unidirectionally-broadcasting-the-shapes" id="ref-for-unidirectionally-broadcasting-the-shapes">unidirectionally broadcasting the shapes</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②④">shape</a> and <var>newShape</var>.</p>
       <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-throw①③④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑧">TypeError</a></code>.</p>
+        <p>If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑦">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -4197,9 +4215,9 @@ <h4 class="heading settled" data-level="7.8.17" id="api-mlgraphbuilder-gather"><
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="gather(input, indices, options)|gather(input, indices)" id="dom-mlgraphbuilder-gather"><code>gather(<var>input</var>, <var>indices</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤②">this</a> and any of <var>input</var> and <var>indices</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑧⑨">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤②">this</a> and any of <var>input</var> and <var>indices</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>indices</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②①">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32①">"uint32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64③">"int64"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑥">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 <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32①">"uint32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int64" id="ref-for-dom-mloperanddatatype-int64③">"int64"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑨">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>shapeInput</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑤">shape</a> and <var>rankInput</var> be <var>shapeInput</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑦">rank</a>.</p>
      <li data-md>
@@ -4207,7 +4225,7 @@ <h4 class="heading settled" data-level="7.8.17" id="api-mlgraphbuilder-gather"><
      <li data-md>
       <p>Let <var>axis</var> be <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgatheroptions-axis" id="ref-for-dom-mlgatheroptions-axis①">axis</a></code>.</p>
      <li data-md>
-      <p>If <var>axis</var> is greater than or equal to <var>rankInput</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨①">TypeError</a></code>.</p>
+      <p>If <var>axis</var> is greater than or equal to <var>rankInput</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⓪">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>dimCount</var> be zero.</p>
      <li data-md>
@@ -4255,7 +4273,7 @@ <h4 class="heading settled" data-level="7.8.17" id="api-mlgraphbuilder-gather"><
      <li data-md>
       <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑧">dimensions</a></code> to <var>shapeOutput</var>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①④">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②②">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-datatype①④">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑤">dataType</a>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -4364,7 +4382,9 @@ <h5 class="heading settled" data-level="7.8.18.1" id="api-mlgraphbuilder-gelu-in
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-gelu"><code>gelu(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤③">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨②">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤③">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪①">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑥">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑧">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑥">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪②">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -4453,9 +4473,13 @@ <h4 class="heading settled" data-level="7.8.19" id="api-mlgraphbuilder-gemm"><sp
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="gemm(a, b, options)|gemm(a, b)" id="dom-mlgraphbuilder-gemm"><code>gemm(<var>a</var>, <var>b</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑤">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨③">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑤">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑧">rank</a> is not 2 or <var>b</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑨">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨④">TypeError</a></code>.</p>
+      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑦">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32①⑨">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑦">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪④">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑧">dataType</a> is not equal to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑤">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑧">rank</a> is not 2 or <var>b</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank②⑨">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑥">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>shapeA</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone①">clone</a> of <var>a</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑦">shape</a>.</p>
      <li data-md>
@@ -4465,16 +4489,21 @@ <h4 class="heading settled" data-level="7.8.19" id="api-mlgraphbuilder-gemm"><sp
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-btranspose" id="ref-for-dom-mlgemmoptions-btranspose①">bTranspose</a></code> is true, then reverse the order of the items in <var>shapeB</var>.</p>
      <li data-md>
-      <p>If <var>shapeA</var>[1] is not equal to <var>shapeB</var>[0], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑤">TypeError</a></code>.</p>
+      <p>If <var>shapeA</var>[1] is not equal to <var>shapeB</var>[0], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-c" id="ref-for-dom-mlgemmoptions-c②">c</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑦">exists</a> and is not <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable②">unidirectionally broadcastable</a> to the shape « <var>shapeA</var>[0], <var>shapeB</var>[1] », then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑥">TypeError</a></code>.</p>
-      <div class="note" role="note"> Type compatibility between <var>a</var>, <var>b</var> and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-c" id="ref-for-dom-mlgemmoptions-c③">c</a></code> can be also checked. </div>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgemmoptions-c" id="ref-for-dom-mlgemmoptions-c②">c</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑦">exists</a>:</p>
+      <ol>
+       <li data-md>
+        <p>If it is not <a data-link-type="dfn" href="#unidirectionally-broadcastable" id="ref-for-unidirectionally-broadcastable②">unidirectionally broadcastable</a> to the shape « <var>shapeA</var>[0], <var>shapeB</var>[1] », then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑧">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⓪">dataType</a> is not equal to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑨">TypeError</a></code>.</p>
+      </ol>
      <li data-md>
       <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑦">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑨">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑧">list</a> « <var>shapeA</var>[0], <var>shapeB</var>[1] ».</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions①⑨">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑨">list</a> « <var>shapeA</var>[0], <var>shapeB</var>[1] ».</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑤">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②③">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-datatype①⑤">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④②">dataType</a>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -4487,7 +4516,7 @@ <h4 class="heading settled" data-level="7.8.19" 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-c④">c</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑧">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-c③">c</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑧">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>
@@ -4592,33 +4621,43 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="gru(input, weight, recurrentWeight, steps, hiddenSize, options)|gru(input, weight, recurrentWeight, steps, hiddenSize)" id="dom-mlgraphbuilder-gru"><code>gru(<var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>steps</var>, <var>hiddenSize</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑦">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑨">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⓪">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate①">initialHiddenState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④①">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑦">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑦">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists③⑨">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⓪">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate①">initialHiddenState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④①">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⓪">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④②">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation③">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑧">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item③">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①①">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⓪">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑧">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④②">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation③">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑤⑧">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item③">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑧">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⓪">rank</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⓪">rank</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror⑨⑨">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④④">dataType</a> of either <var>weight</var> or <var>recurrentWeight</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①④">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④③">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑨">shape</a>[1] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑤">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape②⑨">shape</a>[1] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑥">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias②">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④④">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⓪">shape</a>[1] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype④⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑦">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⓪">shape</a>[1] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑧">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-initialhiddenstate" id="ref-for-dom-mlgruoptions-initialhiddenstate②">initialHiddenState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑤">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③①">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑨">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③①">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⓪">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑥">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑥">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①④⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪③">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists④⑥">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑥">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>steps</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③①">shape</a>[0], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪④">TypeError</a></code>.</p>
+      <p>If <var>steps</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③①">shape</a>[0], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②②">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>batchSize</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③②">shape</a>[1].</p>
      <li data-md>
@@ -4631,9 +4670,9 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
        <li data-md>
         <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⓪">dimensions</a></code> to « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
        <li data-md>
-        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑥">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②④">dataType</a>.</p>
+        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑥">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤②">dataType</a>.</p>
        <li data-md>
-        <p>If running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps④">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item④">item</a> in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations④">activations</a></code> with <var>gateDescriptor</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑤">TypeError</a></code>.</p>
+        <p>If running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps④">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item④">item</a> in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations④">activations</a></code> with <var>gateDescriptor</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②③">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Calculate the output shape:</em></p>
@@ -4641,18 +4680,18 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
        <li data-md>
         <p>Let <var>desc0</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor②⑨">MLOperandDescriptor</a></code>.</p>
        <li data-md>
-        <p>Set <var>desc0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②①">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list①⑨">list</a> « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+        <p>Set <var>desc0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②①">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⓪">list</a> « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
        <li data-md>
-        <p>Set <var>desc0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑦">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑤">dataType</a>.</p>
+        <p>Set <var>desc0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑦">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤③">dataType</a>.</p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-returnsequence" id="ref-for-dom-mlgruoptions-returnsequence②">returnSequence</a></code> is true:</p>
         <ol>
          <li data-md>
           <p>Let <var>desc1</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⓪">MLOperandDescriptor</a></code>.</p>
          <li data-md>
-          <p>Set <var>desc1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑧">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑥">dataType</a>.</p>
+          <p>Set <var>desc1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑧">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤④">dataType</a>.</p>
          <li data-md>
-          <p>Set <var>desc1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②②">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⓪">list</a> « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+          <p>Set <var>desc1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②②">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②①">list</a> « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
         </ol>
       </ol>
      <li data-md>
@@ -4668,7 +4707,7 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
          <li data-md>
           <p>Let <var>output1</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑤">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⓪">this</a> and <var>desc1</var>.</p>
          <li data-md>
-          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②①">list</a> « <var>output0</var>, <var>output1</var> ».</p>
+          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②②">list</a> « <var>output0</var>, <var>output1</var> ».</p>
          <li data-md>
           <p>Set <var>output0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot①⑦">[[operator]]</a></code> and <var>output1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot①⑧">[[operator]]</a></code> to <var>operator</var>.</p>
         </ol>
@@ -4676,7 +4715,7 @@ <h4 class="heading settled" data-level="7.8.20" id="api-mlgraphbuilder-gru"><spa
         <p>Otherwise:</p>
         <ol>
          <li data-md>
-          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②②">list</a> « <var>output0</var> ».</p>
+          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②③">list</a> « <var>output0</var> ».</p>
          <li data-md>
           <p>Set <var>output0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot①⑨">[[operator]]</a></code> to <var>operator</var>.</p>
         </ol>
@@ -4821,37 +4860,45 @@ <h4 class="heading settled" data-level="7.8.21" id="api-mlgraphbuilder-grucell">
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize, options)|gruCell(input, weight, recurrentWeight, hiddenState, hiddenSize)" id="dom-mlgraphbuilder-grucell"><code>gruCell(<var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>hiddenSize</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥①">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤②">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤③">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑥">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥①">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-bias" id="ref-for-dom-mlgrucelloptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤②">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-recurrentbias" id="ref-for-dom-mlgrucelloptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤③">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②④">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-activations" id="ref-for-dom-mlgrucelloptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤④">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation④">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥②">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑥">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑦">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-activations" id="ref-for-dom-mlgrucelloptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤④">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation④">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥②">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑥">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③②">rank</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var> or <var>hiddenState</var> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑧">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②①">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16①⑨">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>weight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③③">shape</a>[0] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⓪⑨">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③②">rank</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var> or <var>hiddenState</var> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>recurrentWeight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③④">shape</a>[0] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⓪">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑥">dataType</a> of any of <var>weight</var>, <var>recurrentWeight</var>, or <var>hiddenState</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑧">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>weight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③③">shape</a>[0] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑨">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>recurrentWeight</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③④">shape</a>[0] is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⓪">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-bias" id="ref-for-dom-mlgruoptions-bias④">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑤">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③③">rank</a> is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑤⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③①">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③③">rank</a> is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③②">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-recurrentbias" id="ref-for-dom-mlgruoptions-recurrentbias④">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑥">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③④">rank</a> is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③③">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③④">rank</a> is not equal to 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③④">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations⑥">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑦">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑦">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑤⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①③">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgruoptions-activations" id="ref-for-dom-mlgruoptions-activations⑥">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑦">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size①⑦">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑤">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③①">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②③">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②③">list</a> « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑤">shape</a>[0], <var>hiddenSize</var> ».</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②③">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②④">list</a> « <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑤">shape</a>[0], <var>hiddenSize</var> ».</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑨">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑦">dataType</a>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype①⑨">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥②">dataType</a>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-activations" id="ref-for-dom-mlgrucelloptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑧">exists</a>, and running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑤">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑦">item</a> in it with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①④">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlgrucelloptions-activations" id="ref-for-dom-mlgrucelloptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑤⑧">exists</a>, and running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑤">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑦">item</a> in it with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑥">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5026,7 +5073,9 @@ <h5 class="heading settled" data-level="7.8.22.1" id="api-mlgraphbuilder-hardsig
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="hardSigmoid(input, options)|hardSigmoid(input)" id="dom-mlgraphbuilder-hardsigmoid"><code>hardSigmoid(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥④">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑤">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand①⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥④">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑦">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②②">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⓪">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑧">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5106,7 +5155,9 @@ <h5 class="heading settled" data-level="7.8.23.1" id="api-mlgraphbuilder-hardswi
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-hardswish"><code>hardSwish(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑥">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑥">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑥">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑨">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥④">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②③">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②①">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⓪">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5190,20 +5241,26 @@ <h4 class="heading settled" data-level="7.8.24" id="api-mlgraphbuilder-instancen
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="instanceNormalization(input, options)|instanceNormalization(input)" id="dom-mlgraphbuilder-instancenormalization"><code>instanceNormalization(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑧">this</a> and any of <var>input</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-scale" id="ref-for-dom-mlinstancenormalizationoptions-scale①">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥②">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥③">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑦">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑧">this</a> and any of <var>input</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-scale" id="ref-for-dom-mlinstancenormalizationoptions-scale①">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥②">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥③">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑤">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑧">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②④">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②②">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④②">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑤">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④③">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-scale" id="ref-for-dom-mlinstancenormalizationoptions-scale②">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥④">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑥">rank</a> is not equal to 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①①⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④④">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑥">rank</a> is not equal to 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑤">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlinstancenormalizationoptions-bias" id="ref-for-dom-mlinstancenormalizationoptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑤">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑦">rank</a> is not equal to 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑥⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑥">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑦">rank</a> is not equal to 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑦">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -5300,20 +5357,26 @@ <h4 class="heading settled" data-level="7.8.25" id="api-mlgraphbuilder-layernorm
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="layerNormalization(input, options)|layerNormalization(input)" id="dom-mlgraphbuilder-layernormalization"><code>layerNormalization(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑨">this</a> and any of <var>input</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale①">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑧">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑨">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②①">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑥⑨">this</a> and any of <var>input</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale①">scale</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑧">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑥⑨">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑧">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⓪">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑤">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②③">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑨">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes①">axes</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⓪">exist</a>, then set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes②">axes</a></code> to a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②④">list</a>, either equal to <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑤">the range</a> from 1 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑧">rank</a>, exclusive, if <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑨">rank</a> is greater than 1, or an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑤">list</a> otherwise.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes①">axes</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⓪">exist</a>, then set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes②">axes</a></code> to a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑤">list</a>, either equal to <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑤">the range</a> from 1 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑧">rank</a>, exclusive, if <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank③⑨">rank</a> is greater than 1, or an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑥">list</a> otherwise.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale②">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦①">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⓪">rank</a> is not equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes③">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②②">size</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦①">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦②">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⓪">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⓪">rank</a> is not equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes③">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②②">size</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤①">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦②">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④①">rank</a> is not equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes④">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②③">size</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑥⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦③">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦④">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤②">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④①">rank</a> is not equal to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes④">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②③">size</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤③">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate⑨">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑥">the range</a> 0 to <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-axes" id="ref-for-dom-mllayernormalizationoptions-axes⑤">axes</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②④">size</a>, exclusive:</p>
@@ -5321,20 +5384,20 @@ <h4 class="heading settled" data-level="7.8.25" 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-axes⑥">axes</a></code>[<var>index</var>].</p>
        <li data-md>
-        <p>If <var>axis</var> is greater or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④②">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②④">TypeError</a></code>.</p>
+        <p>If <var>axis</var> is greater or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④②">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤④">TypeError</a></code>.</p>
        <li data-md>
         <p>Let <var>size</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑧">shape</a>[<var>axis</var>].</p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-scale" id="ref-for-dom-mllayernormalizationoptions-scale③">scale</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦③">exists</a>:</p>
         <ol>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑨">shape</a>[<var>index</var>] is not equal to <var>size</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑤">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape③⑨">shape</a>[<var>index</var>] is not equal to <var>size</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑤">TypeError</a></code>.</p>
         </ol>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllayernormalizationoptions-bias" id="ref-for-dom-mllayernormalizationoptions-bias③">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦④">exists</a>:</p>
         <ol>
          <li data-md>
-          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⓪">shape</a>[<var>index</var>] is not equal to <var>size</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑥">TypeError</a></code>.</p>
+          <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⓪">shape</a>[<var>index</var>] is not equal to <var>size</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑥">TypeError</a></code>.</p>
         </ol>
       </ol>
      <li data-md>
@@ -5432,7 +5495,9 @@ <h5 class="heading settled" data-level="7.8.26.1" id="api-mlgraphbuilder-leaky-r
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="leakyRelu(input, options)|leakyRelu(input)" id="dom-mlgraphbuilder-leakyrelu"><code>leakyRelu(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⓪">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑦">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⓪">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑦">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑥">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②④">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑧">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5522,7 +5587,9 @@ <h5 class="heading settled" data-level="7.8.27.1" id="api-mlgraphbuilder-linear-
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="linear(input, options)|linear(input)" id="dom-mlgraphbuilder-linear"><code>linear(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦②">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑧">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦②">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑨">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑥">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑦">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑤">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⓪">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5643,84 +5710,98 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="lstm(input, weight, recurrentWeight, steps, hiddenSize, options)|lstm(input, weight, recurrentWeight, steps, hiddenSize)" id="dom-mlgraphbuilder-lstm"><code>lstm(<var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>steps</var>, <var>hiddenSize</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦④">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑦">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑧">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight①">peepholeWeight</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑨">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate①">initialHiddenState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⓪">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate①">initialCellState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧①">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①②⑨">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦④">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑦">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑧">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight①">peepholeWeight</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑦⑨">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate①">initialHiddenState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⓪">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate①">initialCellState</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧①">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-activations" id="ref-for-dom-mllstmoptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧②">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation⑤">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑤">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑨">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⓪">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-activations" id="ref-for-dom-mllstmoptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧②">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation⑤">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑤">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item⑨">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥②">TypeError</a></code>.</p>
      <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 the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④③">rank</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③①">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑦">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑧">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑥">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④①">shape</a>[0] is not equal to <var>steps</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③②">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④③">rank</a> of any of <var>input</var>, <var>weight</var> or <var>recurrentWeight</var> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥④">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④①">shape</a>[0] is not equal to <var>steps</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑤">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑧">dataType</a> of either <var>weight</var> or <var>recurrentWeight</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑦⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑥">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>batchSize</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④②">shape</a>[1].</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-bias" id="ref-for-dom-mllstmoptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧③">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④④">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑦⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑦">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④④">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑧">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④③">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③④">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④③">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑨">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④④">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑤">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④④">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⓪">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-recurrentbias" id="ref-for-dom-mllstmoptions-recurrentbias②">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧④">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑤">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧②">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧③">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑤">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑤">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦②">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑥">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑧">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑤">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦③">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑥">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦④">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-peepholeweight" id="ref-for-dom-mllstmoptions-peepholeweight②">peepholeWeight</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⑤">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑥">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①③⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧④">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑤">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑥">rank</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑥">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑦">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑦">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑦">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑧">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑧">shape</a>[1] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑧">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialhiddenstate" id="ref-for-dom-mllstmoptions-initialhiddenstate②">initialHiddenState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⑥">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑦">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④②">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑨">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑨">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑧⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④③">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑦">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⓪">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⓪">shape</a>[1] is not equal to <var>batchSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④④">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape④⑨">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤①">shape</a>[2] is not <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑤">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⓪">shape</a>[1] is not equal to <var>batchSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧②">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤①">shape</a>[2] is not <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧③">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-initialcellstate" id="ref-for-dom-mllstmoptions-initialcellstate②">initialCellState</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⑦">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑧">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑧⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧④">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑧">rank</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑤">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤②">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤②">shape</a>[0] is not <var>numDirections</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑥">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤③">shape</a>[1] is not equal to <var>batchSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑧">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤③">shape</a>[1] is not equal to <var>batchSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑦">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤④">shape</a>[2] is not <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①④⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤④">shape</a>[2] is not <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑧">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-activations" id="ref-for-dom-mllstmoptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑧⑧">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑤">size</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑤">size</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑧⑨">TypeError</a></code>.</p>
        <li data-md>
         <p>Let <var>gateDescriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③②">MLOperandDescriptor</a></code>.</p>
        <li data-md>
-        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②④">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑥">list</a> « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②④">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑦">list</a> « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
        <li data-md>
-        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⓪">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑧">dataType</a>.</p>
+        <p>Set <var>gateDescriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⓪">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⓪">dataType</a>.</p>
        <li data-md>
-        <p>If running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑥">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⓪">item</a> in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-activations" id="ref-for-dom-mllstmoptions-activations③">activations</a></code> with <var>gateDescriptor</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤①">TypeError</a></code>.</p>
+        <p>If running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑥">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⓪">item</a> in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-activations" id="ref-for-dom-mllstmoptions-activations③">activations</a></code> with <var>gateDescriptor</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⓪">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Calculate the output shape:</em></p>
@@ -5728,18 +5809,18 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
        <li data-md>
         <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③③">MLOperandDescriptor</a></code>.</p>
        <li data-md>
-        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑤">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑦">list</a> « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑤">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑧">list</a> « <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
        <li data-md>
-        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②①">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype②⑨">dataType</a>.</p>
+        <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②①">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨①">dataType</a>.</p>
        <li data-md>
         <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmoptions-returnsequence" id="ref-for-dom-mllstmoptions-returnsequence②">returnSequence</a></code> is true:</p>
         <ol>
          <li data-md>
           <p>Let <var>desc2</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③④">MLOperandDescriptor</a></code>.</p>
          <li data-md>
-          <p>Set <var>desc2</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②②">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⓪">dataType</a>.</p>
+          <p>Set <var>desc2</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②②">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨②">dataType</a>.</p>
          <li data-md>
-          <p>Set <var>desc2</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑥">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑧">list</a> « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+          <p>Set <var>desc2</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑥">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑨">list</a> « <var>steps</var>, <var>numDirections</var>, <var>batchSize</var>, <var>hiddenSize</var> ».</p>
         </ol>
       </ol>
      <li data-md>
@@ -5757,7 +5838,7 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
          <li data-md>
           <p>Let <var>output2</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand①⑨">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑧">this</a> and <var>desc2</var>.</p>
          <li data-md>
-          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list②⑨">list</a> « <var>output0</var>, <var>output1</var>, <var>output2</var> ».</p>
+          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⓪">list</a> « <var>output0</var>, <var>output1</var>, <var>output2</var> ».</p>
          <li data-md>
           <p>Set <var>output0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot②⑦">[[operator]]</a></code>, <var>output1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot②⑧">[[operator]]</a></code> and <var>output2</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot②⑨">[[operator]]</a></code> to <var>operator</var>.</p>
         </ol>
@@ -5765,7 +5846,7 @@ <h4 class="heading settled" data-level="7.8.28" id="api-mlgraphbuilder-lstm"><sp
         <p>Otherwise:</p>
         <ol>
          <li data-md>
-          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⓪">list</a> « <var>output0</var>, <var>output1</var> ».</p>
+          <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③①">list</a> « <var>output0</var>, <var>output1</var> ».</p>
          <li data-md>
           <p>Set <var>output0</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot③⓪">[[operator]]</a></code> and <var>output1</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-operator-slot" id="ref-for-dom-mloperand-operator-slot③①">[[operator]]</a></code> to <var>operator</var>.</p>
         </ol>
@@ -5933,51 +6014,61 @@ <h4 class="heading settled" data-level="7.8.29" id="api-mlgraphbuilder-lstmcell"
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize, options)|lstmCell(input, weight, recurrentWeight, hiddenState, cellState, hiddenSize)" id="dom-mlgraphbuilder-lstmcell"><code>lstmCell(<var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>cellState</var>, <var>hiddenSize</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑨">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>cellState</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑤">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑥">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight①">peepholeWeight</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑦">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤②">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑦⑨">this</a> and any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>cellState</var>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias①">bias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑤">exists</a>), <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias①">recurrentBias</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑥">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight①">peepholeWeight</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑦">exists</a>) returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨①">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑧">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation⑥">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⓪">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①②">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨②">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations①">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑧">exists</a>, and <a data-link-type="dfn" href="#mlgraphbuilder-validate-activation" id="ref-for-mlgraphbuilder-validate-activation⑥">validating activation</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⓪">this</a> and any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①②">item</a> in it returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw①⑨⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤③">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32②⑨">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑦">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑨">rank</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var> or <var>cellState</var> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤④">TypeError</a></code>.</p>
+      <p>If the <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank④⑨">rank</a> of any of <var>input</var>, <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var> or <var>cellState</var> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨④">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If the <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨④">dataType</a> of any of <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var> or <var>cellState</var> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑤">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>batchSize</var> be <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑤">shape</a>[0].</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-bias" id="ref-for-dom-mllstmcelloptions-bias②">bias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists⑨⑨">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⓪">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑤">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑥">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑥">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⓪">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑦">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑥">shape</a>[0] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑥">shape</a>[0] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑧">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-recurrentbias" id="ref-for-dom-mllstmcelloptions-recurrentbias②">recurrentBias</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪⓪">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤①">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑦">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑧">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype⑨⑨">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨⑨">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤①">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⓪">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑦">shape</a>[0] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑧">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑦">shape</a>[0] is not 4 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪①">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-peepholeweight" id="ref-for-dom-mllstmcelloptions-peepholeweight②">peepholeWeight</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪①">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤②">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑤⑨">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⓪">dataType</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪②">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑧">shape</a>[0] is not 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⓪">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤②">rank</a> is not 1, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪③">TypeError</a></code>.</p>
+       <li data-md>
+        <p>If its <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑤⑧">shape</a>[0] is not 3 * <var>hiddenSize</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪④">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations②">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪②">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑥">size</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥①">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑥">size</a> is not 3, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑤">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑤">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑦">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③①">list</a> « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑦">dimensions</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③②">list</a> « <var>batchSize</var>, <var>hiddenSize</var> ».</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②③">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③①">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-datatype②③">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪②">dataType</a>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations③">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪③">exists</a>, and running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑦">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①③">item</a> in it with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥②">TypeError</a></code>.</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mllstmcelloptions-activations" id="ref-for-dom-mllstmcelloptions-activations③">activations</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪③">exists</a>, and running the <a data-link-type="dfn" href="#mlactivation-validation-steps" id="ref-for-mlactivation-validation-steps⑦">validation steps</a> of any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①③">item</a> in it with <var>desc</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑥">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -5986,7 +6077,7 @@ <h4 class="heading settled" data-level="7.8.29" id="api-mlgraphbuilder-lstmcell"
        <li data-md>
         <p>Let <var>output1</var> be the result of <a data-link-type="dfn" href="#create-an-mloperand" id="ref-for-create-an-mloperand②①">creating an MLOperand</a> given <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧②">this</a> and <var>desc</var>.</p>
        <li data-md>
-        <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③②">list</a> « <var>output0</var>, <var>output1</var> ».</p>
+        <p>Let <var>output</var> be the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③③">list</a> « <var>output0</var>, <var>output1</var> ».</p>
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators③④">operator</a> for the LSTM cell operation, given <var>weight</var>, <var>recurrentWeight</var>, <var>hiddenState</var>, <var>cellState</var>, <var>hiddenSize</var> and <var>options</var>.</p>
        <li data-md>
@@ -6160,7 +6251,7 @@ <h4 class="heading settled" data-level="7.8.30" id="api-mlgraphbuilder-matmul"><
      <li data-md>
       <p>Let <var>rankB</var> be <var>b</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑤">rank</a>.</p>
      <li data-md>
-      <p>If either <var>rankA</var> or <var>rankB</var> is less than 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⓪⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥③">TypeError</a></code>.</p>
+      <p>If either <var>rankA</var> or <var>rankB</var> is less than 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑦">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>colsA</var> be <var>shapeA</var>[<var>rankA</var> - 1].</p>
      <li data-md>
@@ -6170,13 +6261,13 @@ <h4 class="heading settled" data-level="7.8.30" id="api-mlgraphbuilder-matmul"><
      <li data-md>
       <p>Let <var>rowsB</var> be <var>shapeB</var>[<var>rankB</var> - 2].</p>
      <li data-md>
-      <p>If <var>colsA</var> is not equal to <var>rowsB</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥④">TypeError</a></code>.</p>
+      <p>If <var>colsA</var> is not equal to <var>rowsB</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑧">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>batchShapeA</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone⑤">clone</a> of <var>shapeA</var> with the spatial dimensions (last 2 items) <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-remove" id="ref-for-list-remove">removed</a>.</p>
      <li data-md>
       <p>Let <var>batchShapeB</var> be a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-clone" id="ref-for-list-clone⑥">clone</a> of <var>shapeB</var> with the spatial dimensions (last 2 items) <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-remove" id="ref-for-list-remove①">removed</a>.</p>
      <li data-md>
-      <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes②">bidirectionally broadcasting the shapes</a> <var>batchShapeA</var> and <var>batchShapeB</var>. If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑤">TypeError</a></code>.</p>
+      <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes②">bidirectionally broadcasting the shapes</a> <var>batchShapeA</var> and <var>batchShapeB</var>. If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑨">TypeError</a></code>.</p>
      <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>
@@ -6187,15 +6278,19 @@ <h4 class="heading settled" data-level="7.8.30" id="api-mlgraphbuilder-matmul"><
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-matmul"><code>matmul(<var>a</var>, <var>b</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧③">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑥⑥">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧③">this</a> and any of <var>a</var> and <var>b</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⓪">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⓪">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑧">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①①">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>b</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪④">dataType</a> is not equal to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑤">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①②">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑥">MLOperandDescriptor</a></code>.</p>
      <li data-md>
       <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑧">dimensions</a></code> to the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-matmul-output-sizes" id="ref-for-mlgraphbuilder-calculate-matmul-output-sizes">calculating matmul output sizes</a> given <var>a</var> and <var>b</var>.</p>
      <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-throw②①③">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-throw②⑤⑨">throw</a> the error.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②④">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③②">dataType</a>.</p>
+      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②④">dataType</a></code> to <var>a</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑥">dataType</a>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -6280,15 +6375,15 @@ <h4 class="heading settled" data-level="7.8.31" id="api-mlgraphbuilder-pad"><spa
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="pad(input, beginningPadding, endingPadding, options)|pad(input, beginningPadding, endingPadding)" id="dom-mlgraphbuilder-pad"><code>pad(<var>input</var>, <var>beginningPadding</var>, <var>endingPadding</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑤">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①④">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑤">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①③">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>beginningPadding</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑦">size</a> and <var>endingPadding</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑧">size</a> are not both equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑨">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑤">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 <var>beginningPadding</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑦">size</a> and <var>endingPadding</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑧">size</a> are not both equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑤⑨">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥①">throw</a> a "<code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①④">TypeError</a></code>".</p>
      <li data-md>
       <p>Let <var>desc</var> be a copy of <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot⑨">[[descriptor]]</a></code>.</p>
      <li data-md>
       <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-padding-output-sizes" id="ref-for-mlgraphbuilder-calculate-padding-output-sizes">calculating padding output sizes</a> given <var>input</var>, <var>beginningPadding</var> and <var>endingPadding</var>.</p>
      <li data-md>
-      <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑤">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑤">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑥">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 any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑤">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑤">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑤">TypeError</a></code>.</p>
      <li data-md>
       <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions②⑨">dimensions</a></code> to <var>outputShape</var>.</p>
      <li data-md>
@@ -6447,7 +6542,7 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
 </pre>
    </div>
    <details class="algorithm" data-algorithm="calculate pool2d output sizes" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-pool2d-output-sizes">calculate pool2d output sizes</dfn> given <code class="idl"><a data-link-type="idl" href="#enumdef-mlinputoperandlayout" id="ref-for-enumdef-mlinputoperandlayout⑧">MLInputOperandLayout</a></code> <var>layout</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③③">list</a> of 4 unsigned integers <var>inputShape</var>, <code class="idl"><a data-link-type="idl" href="#enumdef-mlroundingtype" id="ref-for-enumdef-mlroundingtype②">MLRoundingType</a></code> <var>roundingType</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③④">list</a> of 2 unsigned integers <var>windowDimensions</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑤">list</a> of 4 unsigned integers <var>padding</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑥">list</a> of 2 unsigned integers <var>strides</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑦">list</a> of 2 unsigned integers <var>dilations</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑧">list</a> of 2 unsigned integers <var>outputSizes</var>, perform these steps. They return a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑨">list</a> of 4 unsigned integers. </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-pool2d-output-sizes">calculate pool2d output sizes</dfn> given <code class="idl"><a data-link-type="idl" href="#enumdef-mlinputoperandlayout" id="ref-for-enumdef-mlinputoperandlayout⑧">MLInputOperandLayout</a></code> <var>layout</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③④">list</a> of 4 unsigned integers <var>inputShape</var>, <code class="idl"><a data-link-type="idl" href="#enumdef-mlroundingtype" id="ref-for-enumdef-mlroundingtype②">MLRoundingType</a></code> <var>roundingType</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑤">list</a> of 2 unsigned integers <var>windowDimensions</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑥">list</a> of 4 unsigned integers <var>padding</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑦">list</a> of 2 unsigned integers <var>strides</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑧">list</a> of 2 unsigned integers <var>dilations</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list③⑨">list</a> of 2 unsigned integers <var>outputSizes</var>, perform these steps. They return a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⓪">list</a> of 4 unsigned integers. </summary>
     <ol>
      <li data-md>
       <p>Switch on <var>layout</var>:</p>
@@ -6528,48 +6623,50 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
     </ol>
    </details>
    <details class="algorithm" data-algorithm="pooling-op" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="pooling-op" data-noexport id="mlgraphbuilder-pooling-op">create pooling operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑧">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③①⑥">MLOperand</a></code> <var>input</var> and <code class="idl"><a data-link-type="idl" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions⑤">MLPool2dOptions</a></code> <var>options</var>, run the following steps: </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="pooling-op" data-noexport id="mlgraphbuilder-pooling-op">create pooling operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑧">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③①⑥">MLOperand</a></code> <var>input</var>, <code class="idl"><a data-link-type="idl" href="#dictdef-mlpool2doptions" id="ref-for-dictdef-mlpool2doptions⑤">MLPool2dOptions</a></code> <var>options</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④①">list</a> <var>allowedDataTypes</var>, run the following steps: </summary>
     <ol>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#assert" id="ref-for-assert④">Assert</a>: <var>op</var> is one of "averagePool2d", "l2Pool2d", "maxPool2d".</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑦">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand②⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⓪">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑧">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 <var>allowedDataTypes</var> is given and it does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain①">contain</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑦">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-windowdimensions" id="ref-for-dom-mlpool2doptions-windowdimensions①">windowDimensions</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪⑧">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑨">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②①⑨">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⓪">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑧">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-windowdimensions" id="ref-for-dom-mlpool2doptions-windowdimensions①">windowDimensions</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪⑧">exists</a> and its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size②⑨">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①⑨">TypeError</a></code>.</p>
      <li data-md>
       <p>Otherwise, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-windowdimensions" id="ref-for-dom-mlpool2doptions-windowdimensions②">windowDimensions</a></code> to the height and width dimensions of the shape of <var>input</var>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-outputsizes" id="ref-for-dom-mlpool2doptions-outputsizes①">outputSizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪⑨">exists</a>, or if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding①">padding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⓪">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding②">padding</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⓪">list</a> « 0, 0, 0, 0 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-outputsizes" id="ref-for-dom-mlpool2doptions-outputsizes①">outputSizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①⓪⑨">exists</a>, or if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding①">padding</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⓪">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding②">padding</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④②">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-throw②②⓪">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 <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding③">padding</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⓪">size</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides①">strides</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①①">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides②">strides</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④①">list</a> « 1, 1 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides①">strides</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①①">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides②">strides</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④③">list</a> « 1, 1 ».</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-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-throw②②①">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 <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides③">strides</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③①">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②①">TypeError</a></code>.</p>
      <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-throw②②②">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 any value in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides④">strides</a></code> is not greater than 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②②">TypeError</a></code>.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-outputsizes" id="ref-for-dom-mlpool2doptions-outputsizes②">outputSizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①②">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③②">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑥">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③②">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②③">TypeError</a></code>.</p>
        <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-throw②②④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑦⑦">TypeError</a></code>.</p>
+        <p>If its elements are not smaller than the elements at the same dimension (index) for <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides⑤">strides</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②④">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations①">dilations</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①③">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations②">dilations</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④②">list</a> « 1, 1 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations①">dilations</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①③">exist</a>, set <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations②">dilations</a></code> to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④④">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-throw②②⑤">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>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations③">dilations</a></code>'s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③③">size</a> is not 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑤">TypeError</a></code>.</p>
      <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-throw②②⑥">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 any value in <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations④">dilations</a></code> is not greater than 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑥">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>desc</var> be a copy of <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot①⓪">[[descriptor]]</a></code>.</p>
      <li data-md>
       <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-pool2d-output-sizes" id="ref-for-mlgraphbuilder-calculate-pool2d-output-sizes">calculating pool2d output sizes</a> given <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-layout" id="ref-for-dom-mlpool2doptions-layout①">layout</a></code>, <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥②">shape</a>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-roundingtype" id="ref-for-dom-mlpool2doptions-roundingtype②">roundingType</a></code>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-windowdimensions" id="ref-for-dom-mlpool2doptions-windowdimensions③">windowDimensions</a></code>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-padding" id="ref-for-dom-mlpool2doptions-padding④">padding</a></code>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-strides" id="ref-for-dom-mlpool2doptions-strides⑥">strides</a></code>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-dilations" id="ref-for-dom-mlpool2doptions-dilations⑤">dilations</a></code>, and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlpool2doptions-outputsizes" id="ref-for-dom-mlpool2doptions-outputsizes③">outputSizes</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①④">exists</a>).</p>
      <li data-md>
-      <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑥">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑥">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑦">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 any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑥">item</a> in <var>outputShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑥">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑦">TypeError</a></code>.</p>
      <li data-md>
       <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③⓪">dimensions</a></code> to <var>outputShape</var>.</p>
      <li data-md>
@@ -6596,10 +6693,10 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="averagePool2d(input, options)|averagePool2d(input)" id="dom-mlgraphbuilder-averagepool2d"><code>averagePool2d(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-pooling-op" id="ref-for-mlgraphbuilder-pooling-op"> create pooling operation</a> given "averagePool2d", <var>input</var> and <var>options</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-pooling-op" id="ref-for-mlgraphbuilder-pooling-op"> create pooling operation</a> given "averagePool2d", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③①">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16②⑨">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②②⑨">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-throw②⑦⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑥">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6609,10 +6706,10 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="l2Pool2d(input, options)|l2Pool2d(input)" id="dom-mlgraphbuilder-l2pool2d"><code>l2Pool2d(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-pooling-op" id="ref-for-mlgraphbuilder-pooling-op①"> create pooling operation</a> given "l2Pool2d", <var>input</var> and <var>options</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-pooling-op" id="ref-for-mlgraphbuilder-pooling-op①"> create pooling operation</a> given "l2Pool2d", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③②">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⓪">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③①">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-throw②⑦⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑧">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6625,7 +6722,7 @@ <h4 class="heading settled" data-level="7.8.32" id="api-mlgraphbuilder-pool2d"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-pooling-op" id="ref-for-mlgraphbuilder-pooling-op②"> create pooling operation</a> given "maxPool2d", <var>input</var> and <var>options</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③③">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-throw②⑦⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⓪">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6662,16 +6759,18 @@ <h4 class="heading settled" data-level="7.8.33" id="api-mlgraphbuilder-prelu"><s
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-prelu"><code>prelu(<var>input</var>, <var>slope</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③④">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑧⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑧">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑧">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③③">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③①">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32②">"int32"</a></code>, or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8④">"int8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②②⑨">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑦">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⑤">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③③">dataType</a>.</p>
+      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⑤">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①⓪⑨">dataType</a>.</p>
      <li data-md>
       <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③①">dimensions</a></code> to the result of <a data-link-type="dfn" href="#unidirectionally-broadcasting-the-shapes" id="ref-for-unidirectionally-broadcasting-the-shapes①">unidirectionally broadcasting the shapes</a> <var>slope</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥③">shape</a> and <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥④">shape</a>.</p>
       <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-throw②③⑤">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 that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⓪">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -6764,7 +6863,7 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
     </ul>
    </div>
    <details class="algorithm" data-algorithm="calculate reduction output sizes" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-reduction-output-sizes">calculate reduction output sizes</dfn>, given a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④③">list</a> of unsigned integers <var>inputShape</var>, a optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④④">list</a> of unsigned integers <var>axes</var>, and <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#boolean" id="ref-for-boolean">boolean</a> <var>keepDimensions</var>, perform the following steps. They return a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑤">list</a> of unsigned integers. </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-calculate-reduction-output-sizes">calculate reduction output sizes</dfn>, given a <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑤">list</a> of unsigned integers <var>inputShape</var>, a optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑥">list</a> of unsigned integers <var>axes</var>, and <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#boolean" id="ref-for-boolean">boolean</a> <var>keepDimensions</var>, perform the following steps. They return a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑦">list</a> of unsigned integers. </summary>
     <ol>
      <li data-md>
       <p>Let <var>inputRank</var> be <var>inputShape</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③④">size</a>.</p>
@@ -6786,12 +6885,12 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       <p>Otherwise:</p>
       <ol>
        <li data-md>
-        <p>Let <var>outputShape</var> be an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑥">list</a>.</p>
+        <p>Let <var>outputShape</var> be an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑧">list</a>.</p>
        <li data-md>
         <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①①">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range⑨">the range</a> 0 to <var>inputRank</var>, exclusive:</p>
         <ol>
          <li data-md>
-          <p>If <var>axes</var> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain">contain</a> <var>index</var>, then <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-append" id="ref-for-list-append①">append</a> <var>inputShape</var>[<var>index</var>].</p>
+          <p>If <var>axes</var> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain②">contain</a> <var>index</var>, then <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-append" id="ref-for-list-append①">append</a> <var>inputShape</var>[<var>index</var>].</p>
         </ol>
       </ol>
      <li data-md>
@@ -6799,20 +6898,22 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
     </ol>
    </details>
    <details class="algorithm" data-algorithm="reduce-op" data-algorithm-for="MLGraphBuilder" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="reduce-op" data-noexport id="mlgraphbuilder-reduce-op">create reduce operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑨">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④⑤">MLOperand</a></code> <var>input</var> and <code class="idl"><a data-link-type="idl" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions①②">MLReduceOptions</a></code> <var>options</var>, run the following steps: </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-lt="reduce-op" data-noexport id="mlgraphbuilder-reduce-op">create reduce operation</dfn> given <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#string" id="ref-for-string⑨">string</a> <var>op</var>, <code class="idl"><a data-link-type="idl" href="#mloperand" id="ref-for-mloperand③④⑤">MLOperand</a></code> <var>input</var>, <code class="idl"><a data-link-type="idl" href="#dictdef-mlreduceoptions" id="ref-for-dictdef-mlreduceoptions①②">MLReduceOptions</a></code> <var>options</var>, and optional <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑨">list</a> <var>allowedDataTypes</var>, run the following steps: </summary>
     <ol>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#assert" id="ref-for-assert⑤">Assert</a>: <var>op</var> is one of "reduceL1", "reduceL2", "reduceLogSum", "reduceLogSumExp", "reduceMax", "reduceMean", "reduceMin", "reduceProduct", "reduceSum", "reduceSumSquare".</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨①">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑥">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨①">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③①">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlreduceoptions-axes" id="ref-for-dom-mlreduceoptions-axes②">axes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑤">exists</a>, if any of its elements is not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①⓪">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥②">rank</a>, exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑦">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 <var>allowedDataTypes</var> is given and it does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-contain" id="ref-for-list-contain③">contain</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⓪">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③②">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlreduceoptions-axes" id="ref-for-dom-mlreduceoptions-axes②">axes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑤">exists</a>, if any of its elements is not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①⓪">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥②">rank</a>, exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③③">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>outputShape</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-reduction-output-sizes" id="ref-for-mlgraphbuilder-calculate-reduction-output-sizes①">calculating reduction output sizes</a> given <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑤">shape</a>, <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlreduceoptions-axes" id="ref-for-dom-mlreduceoptions-axes③">axes</a></code> (if it <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑥">exists</a>), and <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlreduceoptions-keepdimensions" id="ref-for-dom-mlreduceoptions-keepdimensions②">keepDimensions</a></code>.</p>
      <li data-md>
       <p>Let <var>desc</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor③⑧">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⑥">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③④">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-datatype②⑥">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①①">dataType</a>.</p>
      <li data-md>
       <p>Set <var>desc</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③②">dimensions</a></code> to <var>outputShape</var>.</p>
      <li data-md>
@@ -6839,10 +6940,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceL1(input, options)|reduceL1(input)" id="dom-mlgraphbuilder-reducel1"><code>reduceL1(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op"> create reduce operation</a> given "reduceL1", <var>input</var> and <var>options</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op"> create reduce operation</a> given "reduceL1", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③④">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③②">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32③">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32②">"uint32"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②③⑨">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-throw②⑧⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑧">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6852,10 +6953,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceL2(input, options)|reduceL2(input)" id="dom-mlgraphbuilder-reducel2"><code>reduceL2(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op①"> create reduce operation</a> given "reduceL2", <var>input</var> and <var>options</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op①"> create reduce operation</a> given "reduceL2", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑤">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③③">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④①">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-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>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6865,10 +6966,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceLogSum(input, options)|reduceLogSum(input)" id="dom-mlgraphbuilder-reducelogsum"><code>reduceLogSum(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op②"> create reduce operation</a> given "reduceLogSum", <var>input</var> and <var>options</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op②"> create reduce operation</a> given "reduceLogSum", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑥">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③④">"float16"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④③">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-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>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6878,10 +6979,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceLogSumExp(input, options)|reduceLogSumExp(input)" id="dom-mlgraphbuilder-reducelogsumexp"><code>reduceLogSumExp(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op③"> create reduce operation</a> given "reduceLogSumExp", <var>input</var> and <var>options</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op③"> create reduce operation</a> given "reduceLogSumExp", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-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-throw②④④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑤">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-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>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6894,7 +6995,7 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op④"> create reduce operation</a> given "reduceMax", <var>input</var> and <var>options</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑦">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-throw②⑨⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑥">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6904,10 +7005,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceMean(input, options)|reduceMean(input)" id="dom-mlgraphbuilder-reducemean"><code>reduceMean(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑤"> create reduce operation</a> given "reduceMean", <var>input</var> and <var>options</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑤"> create reduce operation</a> given "reduceMean", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-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-throw②④⑧">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②④⑨">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-throw②⑨⑦">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑨⑧">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6920,7 +7021,7 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
        <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑥"> create reduce operation</a> given "reduceMin", <var>input</var> and <var>options</var>.</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⓪">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤①">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-throw②⑨⑨">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⓪">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6930,10 +7031,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceProduct(input, options)|reduceProduct(input)" id="dom-mlgraphbuilder-reduceproduct"><code>reduceProduct(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑦"> create reduce operation</a> given "reduceProduct", <var>input</var> and <var>options</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑦"> create reduce operation</a> given "reduceProduct", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32③⑨">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑦">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32④">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32③">"uint32"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤②">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤③">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-throw③⓪①">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪②">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6943,10 +7044,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceSum(input, options)|reduceSum(input)" id="dom-mlgraphbuilder-reducesum"><code>reduceSum(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑧"> create reduce operation</a> given "reduceSum", <var>input</var> and <var>options</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑧"> create reduce operation</a> given "reduceSum", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⓪">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑧">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑤">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32④">"uint32"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤④">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑤">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-throw③⓪③">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪④">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -6956,10 +7057,10 @@ <h4 class="heading settled" data-level="7.8.34" id="api-mlgraphbuilder-reduce"><
       The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="reduceSumSquare(input, options)|reduceSumSquare(input)" id="dom-mlgraphbuilder-reducesumsquare"><code>reduceSumSquare(<var>input</var>, <var>options</var>)</code></dfn> method steps are: 
      <ol>
       <li data-md>
-       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑨"> create reduce operation</a> given "reduceSumSquare", <var>input</var> and <var>options</var>.</p>
+       <p>Let <var>output</var> be the result of running the <a data-link-type="dfn" href="#mlgraphbuilder-reduce-op" id="ref-for-mlgraphbuilder-reduce-op⑨"> create reduce operation</a> given "reduceSumSquare", <var>input</var>, <var>options</var>, and « <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④①">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16③⑨">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑥">"int32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32⑤">"uint32"</a></code> ».</p>
        <ol>
         <li data-md>
-         <p>If that <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑥">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑦">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-throw③⓪⑤">throws</a> an error, then re-<a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑥">throw</a> the error.</p>
        </ol>
       <li data-md>
        <p>Return <var>output</var>.</p>
@@ -7012,7 +7113,9 @@ <h5 class="heading settled" data-level="7.8.35.1" id="api-mlgraphbuilder-relu-in
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-relu"><code>relu(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨③">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑧">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③②">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨③">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③④">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①②">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④②">"float32"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⓪">"float16"</a></code>, <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑦">"int32"</a></code>, or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8⑤">"int8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑤">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7105,13 +7208,13 @@ <h4 class="heading settled" data-level="7.8.36" id="api-mlgraphbuilder-resample2
     <summary> To <dfn class="dfn-paneled" data-dfn-for="MLGraphBuilder" data-dfn-type="dfn" data-noexport id="mlgraphbuilder-check-resample-options">check resample options</dfn> given <var>options</var>, run the following steps: </summary>
     <ol>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-scales" id="ref-for-dom-mlresample2doptions-scales②">scales</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑦">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑦">list</a> « 1.0, 1.0 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-scales" id="ref-for-dom-mlresample2doptions-scales②">scales</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑦">exist</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⓪">list</a> « 1.0, 1.0 ».</p>
      <li data-md>
       <p>Otherwise, if any of its values is not greater than 0, or if its <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑤">size</a> is not 2, return false.</p>
      <li data-md>
       <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-sizes" id="ref-for-dom-mlresample2doptions-sizes①">sizes</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑧">exists</a>, and if its size is not 2, or if any of its values is not greater than 0, return false.</p>
      <li data-md>
-      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes①">axes</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑨">exists</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑧">list</a> « 2, 3 ».</p>
+      <p>If <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlresample2doptions-axes" id="ref-for-dom-mlresample2doptions-axes①">axes</a></code> does not <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①①⑨">exists</a>, set it to the <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤①">list</a> « 2, 3 ».</p>
      <li data-md>
       <p>Otherwise, if its value is not one of « 0, 1», « 1, 2», « 2, 3 », return false.</p>
      <li data-md>
@@ -7143,13 +7246,15 @@ <h4 class="heading settled" data-level="7.8.36" id="api-mlgraphbuilder-resample2
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="resample2d(input, options)|resample2d(input)" id="dom-mlgraphbuilder-resample2d"><code>resample2d(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑤">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑤⑨">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③③">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑤">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③⓪⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑥">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①③">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④③">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④①">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥③">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⓪">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 <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥③">rank</a> is not 4, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑧">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-check-resample-options" id="ref-for-mlgraphbuilder-check-resample-options">checking resample options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥①">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 <a data-link-type="dfn" href="#mlgraphbuilder-check-resample-options" id="ref-for-mlgraphbuilder-check-resample-options">checking resample options</a> given <var>options</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②③⑨">TypeError</a></code>.</p>
      <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-throw②⑥②">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>Let <var>desc</var> be the result of <a data-link-type="dfn" href="#mlgraphbuilder-calculate-resample-output-sizes" id="ref-for-mlgraphbuilder-calculate-resample-output-sizes">calculating resample output sizes</a> given <var>input</var> and <var>options</var>. If that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⓪">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7192,17 +7297,17 @@ <h4 class="heading settled" data-level="7.8.37" id="api-mlgraphbuilder-reshape-m
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-reshape"><code>reshape(<var>input</var>, <var>newShape</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥③">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③④">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑦">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④①">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>outputShape</var> be an empty array of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑤②">unsigned long</a></code>.</p>
      <li data-md>
-      <p>If <var>newShape</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑦">size</a> is 0, set <var>outputShape</var> to an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list④⑨">list</a> for a scalar.</p>
+      <p>If <var>newShape</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑦">size</a> is 0, set <var>outputShape</var> to an empty <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤②">list</a> for a scalar.</p>
      <li data-md>
-      <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑦">item</a> in <var>newShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑧">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨①">TypeError</a></code>.</p>
+      <p>If any <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑦">item</a> in <var>newShape</var> is not a <a data-link-type="dfn" href="#valid-dimension" id="ref-for-valid-dimension⑧">valid dimension</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④②">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>inputElementCount</var> be the product of all elements in <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑦">shape</a>. Empty dimensions yield an <var>inputElementCount</var> of 1.</p>
      <li data-md>
-      <p>If product of all values in <var>newShape</var> is not equal to <var>inputElementCount</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑤">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 product of all values in <var>newShape</var> is not equal to <var>inputElementCount</var>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④③">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>desc</var> be a copy of <var>input</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperand-descriptor-slot" id="ref-for-dom-mloperand-descriptor-slot①②">[[descriptor]]</a></code>.</p>
      <li data-md>
@@ -7293,7 +7398,9 @@ <h5 class="heading settled" data-level="7.8.38.1" id="api-mlgraphbuilder-sigmoid
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-sigmoid"><code>sigmoid(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror①⑨③">TypeError</a></code>.</p>
+      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑤">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this⑨⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④④">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①④">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④④">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④②">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑤">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7358,11 +7465,11 @@ <h4 class="heading settled" data-level="7.8.39" id="api-mlgraphbuilder-slice"><s
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-slice"><code>slice(<var>input</var>, <var>starts</var>, <var>sizes</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪①">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑦">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑥">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪①">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③①⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑥">TypeError</a></code>.</p>
      <li data-md>
-      <p>If any of <var>sizes</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑧">items</a> are 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑧">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 any of <var>sizes</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-item" id="ref-for-list-item①⑧">items</a> are 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑦">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>starts</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑧">size</a> and <var>sizes</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑨">size</a> are not both equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⑥">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑥⑨">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>starts</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑧">size</a> and <var>sizes</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size③⑨">size</a> are not both equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⑥">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑧">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7422,9 +7529,11 @@ <h5 class="heading settled" data-level="7.8.40.1" id="api-mlgraphbuilder-softmax
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-softmax"><code>softmax(<var>input</var>, <var>axis</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪②">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⓪">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑦">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪②">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②④⑨">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑤">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑤">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④③">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⓪">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>axis</var> is greater than or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⑦">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦①">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 <var>axis</var> is greater than or equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑥⑦">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤①">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7507,7 +7616,9 @@ <h5 class="heading settled" data-level="7.8.41.1" id="api-mlgraphbuilder-softplu
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="softplus()|softplus(input)" id="dom-mlgraphbuilder-softplus"><code>softplus(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪④">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦②">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-operand③⑧">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪④">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤②">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑥">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑥">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④④">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤③">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7579,7 +7690,9 @@ <h5 class="heading settled" data-level="7.8.42.1" id="api-mlgraphbuilder-softsig
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-softsign"><code>softsign(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑥">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦③">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand③⑨">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑥">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤④">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑦">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑦">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑤">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑤">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7655,14 +7768,14 @@ <h4 class="heading settled" data-level="7.8.43" id="api-mlgraphbuilder-split"><s
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="split(input, splits, options)|split(input, splits)" id="dom-mlgraphbuilder-split"><code>split(<var>input</var>, <var>splits</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑧">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦④">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④⓪">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑧">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③②⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑥">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>axis</var> be <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mlsplitoptions-axis" id="ref-for-dom-mlsplitoptions-axis①">axis</a></code>.</p>
      <li data-md>
       <p>If <var>splits</var> is an <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑦⓪">unsigned long</a></code>:</p>
       <ol>
        <li data-md>
-        <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑧">shape</a>[<var>axis</var>] % <var>splits</var> is not 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑤">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>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑧">shape</a>[<var>axis</var>] % <var>splits</var> is not 0, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑦">TypeError</a></code>.</p>
        <li data-md>
         <p>Otherwise, let <var>splitCount</var> be <var>splits</var>.</p>
       </ol>
@@ -7670,7 +7783,7 @@ <h4 class="heading settled" data-level="7.8.43" id="api-mlgraphbuilder-split"><s
       <p>If <var>splits</var> is a sequence of <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-unsigned-long" id="ref-for-idl-unsigned-long⑦①">unsigned long</a></code>:</p>
       <ol>
        <li data-md>
-        <p>If the sum of its elements is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑨">shape</a>[<var>axis</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑥">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 the sum of its elements is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑥⑨">shape</a>[<var>axis</var>], then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑧">TypeError</a></code>.</p>
        <li data-md>
         <p>Otherwise, let <var>splitCount</var> be <var>splits</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④④">size</a>.</p>
       </ol>
@@ -7680,7 +7793,7 @@ <h4 class="heading settled" data-level="7.8.43" id="api-mlgraphbuilder-split"><s
        <li data-md>
         <p>Let <var>operator</var> be an <a data-link-type="dfn" href="#operators" id="ref-for-operators④⑧">operator</a> for the split operation, given <var>splits</var> and <var>options</var>.</p>
        <li data-md>
-        <p>Let <var>outputs</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⓪">list</a>.</p>
+        <p>Let <var>outputs</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤③">list</a>.</p>
        <li data-md>
         <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①②">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①②">the range</a> 0 to <var>splitCount</var>, exclusive:</p>
         <ol>
@@ -7757,7 +7870,9 @@ <h5 class="heading settled" data-level="7.8.44.1" id="api-mlgraphbuilder-tanh-in
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-tanh"><code>tanh(<var>input</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑦">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 <a data-link-type="dfn" href="#mlgraphbuilder-validate-operand" id="ref-for-mlgraphbuilder-validate-operand④①">validating operand</a> with <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#this" id="ref-for-this①⓪⑨">this</a> and <var>input</var> returns false, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③②">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑤⑨">TypeError</a></code>.</p>
+     <li data-md>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑧">dataType</a> is not <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑧">"float32"</a></code> or <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑥">"float16"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③③">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⓪">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7835,11 +7950,11 @@ <h4 class="heading settled" data-level="7.8.45" id="api-mlgraphbuilder-transpose
       <p>Otherwise if <var>options</var>.<code class="idl"><a data-link-type="idl" href="#dom-mltransposeoptions-permutation" id="ref-for-dom-mltransposeoptions-permutation③">permutation</a></code> <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#map-exists" id="ref-for-map-exists①②②">exists</a>:</p>
       <ol>
        <li data-md>
-        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦①">rank</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦②">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⓪⑤">TypeError</a></code>.</p>
+        <p>If its <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦①">rank</a> is not equal to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦②">rank</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③④">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥①">TypeError</a></code>.</p>
        <li data-md>
-        <p>If its values are not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①③">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦③">rank</a> exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑦⑨">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 values are not in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①③">the range</a> 0 to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦③">rank</a> exclusive, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥②">TypeError</a></code>.</p>
        <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-throw②⑧⓪">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 it contains duplicate values, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑥">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥③">TypeError</a></code>.</p>
       </ol>
      <li data-md>
       <p><em>Make graph connections:</em></p>
@@ -7893,7 +8008,7 @@ <h4 class="heading settled" data-level="7.8.46" id="api-mlgraphbuilder-triangula
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export data-lt="triangular(input, options)|triangular(input)" id="dom-mlgraphbuilder-triangular"><code>triangular(<var>input</var>, <var>options</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦④">rank</a> is less than 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧①">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>input</var>’s <a data-link-type="dfn" href="#mloperand-rank" id="ref-for-mloperand-rank⑦④">rank</a> is less than 2, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑦">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥④">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -7994,21 +8109,21 @@ <h4 class="heading settled" data-level="7.8.47" id="api-mlgraphbuilder-where"><s
     <summary> The <dfn class="dfn-paneled idl-code" data-dfn-for="MLGraphBuilder" data-dfn-type="method" data-export id="dom-mlgraphbuilder-where"><code>where(<var>condition</var>, <var>input</var>, <var>other</var>)</code></dfn> method steps are: </summary>
     <ol>
      <li data-md>
-      <p>If <var>condition</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑤">dataType</a> is not equal to <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8②">"uint8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧②">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 <var>condition</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①①⑨">dataType</a> is not equal to <code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8②">"uint8"</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑧">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⑤">TypeError</a></code>.</p>
      <li data-md>
-      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑥">dataType</a> is not equal to <var>other</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑦">dataType</a>, 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-typeerror②①⓪">TypeError</a></code>.</p>
+      <p>If <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②⓪">dataType</a> is not equal to <var>other</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②①">dataType</a>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③③⑨">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⑥">TypeError</a></code>.</p>
      <li data-md>
       <p>Let <var>descriptor</var> be a new <code class="idl"><a data-link-type="idl" href="#dictdef-mloperanddescriptor" id="ref-for-dictdef-mloperanddescriptor④①">MLOperandDescriptor</a></code>.</p>
      <li data-md>
-      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⑦">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype③⑧">dataType</a>.</p>
+      <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-datatype" id="ref-for-dom-mloperanddescriptor-datatype②⑦">dataType</a></code> to <var>input</var>’s <a data-link-type="dfn" href="#mloperand-datatype" id="ref-for-mloperand-datatype①②②">dataType</a>.</p>
      <li data-md>
       <p>Set <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③⑥">dimensions</a></code> to the result of <a data-link-type="dfn" href="#bidirectionally-broadcasting-the-shapes" id="ref-for-bidirectionally-broadcasting-the-shapes③">bidirectionally broadcasting the shapes</a> <var>input</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦③">shape</a> and <var>other</var>’s <a data-link-type="dfn" href="#mloperand-shape" id="ref-for-mloperand-shape⑦④">shape</a>.</p>
       <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-throw②⑧④">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 that returns failure, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④⓪">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⑦">TypeError</a></code>.</p>
       </ol>
      <li data-md>
-      <p>If <var>condition</var> is not <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable">bidirectionally broadcastable</a> to <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③⑦">dimensions</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw②⑧⑤">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②①②">TypeError</a></code>.</p>
+      <p>If <var>condition</var> is not <a data-link-type="dfn" href="#bidirectionally-broadcastable" id="ref-for-bidirectionally-broadcastable">bidirectionally broadcastable</a> to <var>descriptor</var>.<code class="idl"><a data-link-type="idl" href="#dom-mloperanddescriptor-dimensions" id="ref-for-dom-mloperanddescriptor-dimensions③⑦">dimensions</a></code>, then <a data-link-type="dfn" href="https://webidl.spec.whatwg.org/#dfn-throw" id="ref-for-dfn-throw③④①">throw</a> a <code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#exceptiondef-typeerror" id="ref-for-exceptiondef-typeerror②⑥⑧">TypeError</a></code>.</p>
      <li data-md>
       <p><em>Make graph connections:</em></p>
       <ol>
@@ -8045,7 +8160,7 @@ <h2 class="heading settled" data-level="8" id="algorithms"><span class="secno">8
    <h3 class="heading settled" data-level="8.1" id="algorithms-broadcasting"><span class="secno">8.1. </span><span class="content">Broadcasting</span><a class="self-link" href="#algorithms-broadcasting"></a></h3>
    <p>Broadcasting refers to how operations treat tensors with different shapes, and follow the precedent set by <a data-link-type="biblio" href="#biblio-numpy-broadcasting-rule" title="General Broadcasting Rules of NumPy">[numpy-broadcasting-rule]</a>.</p>
    <details class="algorithm" data-algorithm="unidirectionally broadcasting the shapes" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="unidirectionally broadcasting the shapes" data-noexport id="unidirectionally-broadcasting-the-shapes">unidirectionally broadcast the shapes</dfn> <var>shapeA</var> and <var>shapeB</var>, perform the following steps. <var>shapeA</var> and <var>shapeB</var> are <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤①">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-list⑤②">list</a> of positive integers, or failure. </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="unidirectionally broadcasting the shapes" data-noexport id="unidirectionally-broadcasting-the-shapes">unidirectionally broadcast the shapes</dfn> <var>shapeA</var> and <var>shapeB</var>, perform the following steps. <var>shapeA</var> and <var>shapeB</var> are <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤④">lists</a> of positive integers, representing the dimensions of tensors, and the steps return a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑤">list</a> of positive integers, or failure. </summary>
     <ol>
      <li data-md>
       <p>Let <var>sizeA</var> be <var>shapeA</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④⑤">size</a>.</p>
@@ -8058,7 +8173,7 @@ <h3 class="heading settled" data-level="8.1" id="algorithms-broadcasting"><span
      <li data-md>
       <p>While <var>paddedB</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④⑦">size</a> is less than <var>sizeA</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-prepend" id="ref-for-list-prepend">prepend</a> 1 to <var>paddedB</var>.</p>
      <li data-md>
-      <p>Let <var>outputShape</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤③">list</a>.</p>
+      <p>Let <var>outputShape</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑥">list</a>.</p>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①③">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①④">the range</a> 0 to <var>sizeA</var>, exclusive:</p>
       <ol>
@@ -8077,7 +8192,7 @@ <h3 class="heading settled" data-level="8.1" id="algorithms-broadcasting"><span
    </details>
    <p class="algorithm" data-algorithm="unidirectionally broadcastable"> <var>shapeA</var> is <dfn class="dfn-paneled" data-dfn-type="dfn" data-noexport id="unidirectionally-broadcastable">unidirectionally broadcastable</dfn> to <var>shapeB</var> if <a data-link-type="dfn" href="#unidirectionally-broadcasting-the-shapes" id="ref-for-unidirectionally-broadcasting-the-shapes②">unidirectionally broadcasting the shapes</a> <var>shapeA</var> and <var>shapeB</var> does not result in failure. </p>
    <details class="algorithm" data-algorithm="bidirectionally broadcasting the shapes" open>
-    <summary> To <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="bidirectionally broadcasting the shapes" data-noexport id="bidirectionally-broadcasting-the-shapes">bidirectionally broadcast the shapes</dfn> <var>shapeA</var> and <var>shapeB</var>, perform the following steps. <var>shapeA</var> and <var>shapeB</var> are <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤④">lists</a> of positive integers, representing the dimensions of tensors, and the steps return a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑤">list</a> of positive integers, or failure. </summary>
+    <summary> To <dfn class="dfn-paneled" data-dfn-type="dfn" data-lt="bidirectionally broadcasting the shapes" data-noexport id="bidirectionally-broadcasting-the-shapes">bidirectionally broadcast the shapes</dfn> <var>shapeA</var> and <var>shapeB</var>, perform the following steps. <var>shapeA</var> and <var>shapeB</var> are <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑦">lists</a> of positive integers, representing the dimensions of tensors, and the steps return a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑧">list</a> of positive integers, or failure. </summary>
     <ol>
      <li data-md>
       <p>Let <var>sizeA</var> be <var>shapeA</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size④⑧">size</a>.</p>
@@ -8094,7 +8209,7 @@ <h3 class="heading settled" data-level="8.1" id="algorithms-broadcasting"><span
      <li data-md>
       <p>While <var>paddedB</var>’s <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-size" id="ref-for-list-size⑤①">size</a> is less than <var>outputSize</var>, <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-prepend" id="ref-for-list-prepend②">prepend</a> 1 to <var>paddedB</var>.</p>
      <li data-md>
-      <p>Let <var>outputShape</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑥">list</a>.</p>
+      <p>Let <var>outputShape</var> be a new <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list" id="ref-for-list⑤⑨">list</a>.</p>
      <li data-md>
       <p><a data-link-type="dfn" href="https://infra.spec.whatwg.org/#list-iterate" id="ref-for-list-iterate①④">For each</a> <var>index</var> in <a data-link-type="dfn" href="https://infra.spec.whatwg.org/#the-range" id="ref-for-the-range①⑤">the range</a> 0 to <var>outputSize</var>, exclusive:</p>
       <ol>
@@ -8201,19 +8316,19 @@ <h3 class="heading settled" data-level="10.1" id="appendices-mloperanddatatype-a
       <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-float32②">float32</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float32" id="ref-for-dom-mloperanddatatype-float32④⑨">float32</a></code> 
       <td><code class="idl"><a data-link-type="idl" href="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-float16">float16</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-float16" id="ref-for-dom-mloperanddatatype-float16④⑦">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-int32" id="ref-for-dom-mloperanddatatype-int32">int32</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int32" id="ref-for-dom-mloperanddatatype-int32⑧">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-uint32②">uint32</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint32" id="ref-for-dom-mloperanddatatype-uint32⑥">uint32</a></code> 
       <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Uint32Array" id="ref-for-idl-Uint32Array">Uint32Array</a></code> 
      <tr>
-      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8②">int8</a></code> 
+      <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-int8" id="ref-for-dom-mloperanddatatype-int8⑥">int8</a></code> 
       <td><code class="idl"><a data-link-type="idl" href="https://webidl.spec.whatwg.org/#idl-Int8Array" id="ref-for-idl-Int8Array">Int8Array</a></code> 
      <tr>
       <td><code class="idl"><a data-link-type="idl" href="#dom-mloperanddatatype-uint8" id="ref-for-dom-mloperanddatatype-uint8③">uint8</a></code> 
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@@ -10092,7 +10207,7 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
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@@ -10213,7 +10328,7 @@ <h2 class="no-num no-ref heading settled" id="issues-index"><span class="content
 window.dfnpanelData['dom-mlgraphbuilder-gelu'] = {"dfnID": "dom-mlgraphbuilder-gelu", "url": "#dom-mlgraphbuilder-gelu", "dfnText": "gelu(input)", "refSections": [{"refs": [{"id": "ref-for-dom-mlgraphbuilder-gelu"}], "title": "7.8.18. gelu"}, {"refs": [{"id": "ref-for-dom-mlgraphbuilder-gelu\u2460"}], "title": "7.8.18.1. gelu(input)"}], "external": false};
 window.dfnpanelData['gelu-noargs'] = {"dfnID": "gelu-noargs", "url": "#gelu-noargs", "dfnText": "gelu()", "refSections": [{"refs": [{"id": "ref-for-gelu-noargs"}], "title": "7.8.18. gelu"}, {"refs": [{"id": "ref-for-gelu-noargs\u2460"}], "title": "7.8.18.2. gelu()"}], "external": false};
 window.dfnpanelData['dictdef-mlgemmoptions'] = {"dfnID": "dictdef-mlgemmoptions", "url": "#dictdef-mlgemmoptions", "dfnText": "MLGemmOptions", "refSections": [{"refs": [{"id": "ref-for-dictdef-mlgemmoptions"}, {"id": "ref-for-dictdef-mlgemmoptions\u2460"}, {"id": "ref-for-dictdef-mlgemmoptions\u2461"}], "title": "7.8.19. gemm"}], "external": false};
-window.dfnpanelData['dom-mlgemmoptions-c'] = {"dfnID": "dom-mlgemmoptions-c", "url": "#dom-mlgemmoptions-c", "dfnText": "c", "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": "7.8.19. gemm"}], "external": false};
+window.dfnpanelData['dom-mlgemmoptions-c'] = {"dfnID": "dom-mlgemmoptions-c", "url": "#dom-mlgemmoptions-c", "dfnText": "c", "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": "7.8.19. gemm"}], "external": false};
 window.dfnpanelData['dom-mlgemmoptions-alpha'] = {"dfnID": "dom-mlgemmoptions-alpha", "url": "#dom-mlgemmoptions-alpha", "dfnText": "alpha", "refSections": [{"refs": [{"id": "ref-for-dom-mlgemmoptions-alpha"}], "title": "7.8.19. gemm"}], "external": false};
 window.dfnpanelData['dom-mlgemmoptions-beta'] = {"dfnID": "dom-mlgemmoptions-beta", "url": "#dom-mlgemmoptions-beta", "dfnText": "beta", "refSections": [{"refs": [{"id": "ref-for-dom-mlgemmoptions-beta"}], "title": "7.8.19. gemm"}], "external": false};
 window.dfnpanelData['dom-mlgemmoptions-atranspose'] = {"dfnID": "dom-mlgemmoptions-atranspose", "url": "#dom-mlgemmoptions-atranspose", "dfnText": "aTranspose", "refSections": [{"refs": [{"id": "ref-for-dom-mlgemmoptions-atranspose"}, {"id": "ref-for-dom-mlgemmoptions-atranspose\u2460"}], "title": "7.8.19. gemm"}], "external": false};