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217 lines
501 KiB
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<!DOCTYPE html><html class="default" lang="en"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>Variable | @vladmandic/face-api - v1.7.13</title><meta name="description" content="Documentation for @vladmandic/face-api"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script defer src="../assets/main.js"></script><script async src="../assets/search.js" id="tsd-search-script"></script><script async src="../assets/navigation.js" id="tsd-nav-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os"</script><header class="tsd-page-toolbar"><div class="tsd-toolbar-contents container"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget tsd-toolbar-icon search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><use href="#icon-search"></use></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div><div class="field"><div id="tsd-toolbar-links"></div></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/face-api - v1.7.13</a></div><div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget tsd-toolbar-icon menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><use href="#icon-menu"></use></svg></a></div></div></header><div class="container container-main"><div class="col-content"><div class="tsd-page-title"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/face-api</a></li><li><a href="../modules/tf.html">tf</a></li><li><a href="tf.Variable.html">Variable</a></li></ul><h1>Class Variable<R></h1></div><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><p>A mutable <code>tf.Tensor</code>, useful for persisting state, e.g. for training.</p>
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</div><div class="tsd-comment tsd-typography"><h4>Doc</h4></div></section> <section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="R" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">R</span><span class="tsd-signature-keyword"> extends </span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a> = <a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a></h4></li></ul></section> <section class="tsd-panel tsd-hierarchy"><h4>Hierarchy (<a class="link" href="../hierarchy.html#tf.Variable">view full</a>)</h4><ul class="tsd-hierarchy"><li><a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">></span><ul class="tsd-hierarchy"><li><span class="target">Variable</span></li></ul></li></ul></section><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:298</li></ul></aside><section class="tsd-panel-group tsd-index-group"><section class="tsd-panel tsd-index-panel"><details class="tsd-index-content tsd-index-accordion" open><summary class="tsd-accordion-summary tsd-index-summary"><h5 class="tsd-index-heading uppercase" role="button" aria-expanded="false" tabIndex="0"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><use href="#icon-chevronSmall"></use></svg> Index</h5></summary><div class="tsd-accordion-details"><section class="tsd-index-section"><h3 class="tsd-index-heading">Constructors</h3><div class="tsd-index-list"><a href="tf.Variable.html#constructor" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-512"></use></svg><span>constructor</span></a>
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</div></section><section class="tsd-index-section"><h3 class="tsd-index-heading">Properties</h3><div class="tsd-index-list"><a href="tf.Variable.html#dataId" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>data<wbr/>Id</span></a>
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<a href="tf.Variable.html#dtype" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>dtype</span></a>
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<a href="tf.Variable.html#id" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>id</span></a>
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<a href="tf.Variable.html#kept" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>kept</span></a>
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<a href="tf.Variable.html#kerasMask" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>keras<wbr/>Mask?</span></a>
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<a href="tf.Variable.html#name" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>name</span></a>
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<a href="tf.Variable.html#rankType" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>rank<wbr/>Type</span></a>
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<a href="tf.Variable.html#scopeId" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>scope<wbr/>Id</span></a>
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<a href="tf.Variable.html#shape" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>shape</span></a>
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<a href="tf.Variable.html#size" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>size</span></a>
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<a href="tf.Variable.html#strides" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>strides</span></a>
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<a href="tf.Variable.html#trainable" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-1024"></use></svg><span>trainable</span></a>
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</div></section><section class="tsd-index-section"><h3 class="tsd-index-heading">Accessors</h3><div class="tsd-index-list"><a href="tf.Variable.html#isDisposed" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-262144"></use></svg><span>is<wbr/>Disposed</span></a>
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<a href="tf.Variable.html#rank" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-262144"></use></svg><span>rank</span></a>
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</div></section><section class="tsd-index-section"><h3 class="tsd-index-heading">Methods</h3><div class="tsd-index-list"><a href="tf.Variable.html#abs" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>abs</span></a>
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<a href="tf.Variable.html#acos" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>acos</span></a>
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<a href="tf.Variable.html#acosh" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>acosh</span></a>
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<a href="tf.Variable.html#add" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>add</span></a>
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<a href="tf.Variable.html#all" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>all</span></a>
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<a href="tf.Variable.html#any" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>any</span></a>
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<a href="tf.Variable.html#argMax" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>arg<wbr/>Max</span></a>
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<a href="tf.Variable.html#argMin" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>arg<wbr/>Min</span></a>
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<a href="tf.Variable.html#array" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>array</span></a>
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<a href="tf.Variable.html#arraySync" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>array<wbr/>Sync</span></a>
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<a href="tf.Variable.html#as1D" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>as1D</span></a>
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<a href="tf.Variable.html#as2D" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>as2D</span></a>
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<a href="tf.Variable.html#as3D" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>as3D</span></a>
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<a href="tf.Variable.html#as4D" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>as4D</span></a>
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<a href="tf.Variable.html#as5D" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>as5D</span></a>
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<a href="tf.Variable.html#asScalar" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>as<wbr/>Scalar</span></a>
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<a href="tf.Variable.html#asType" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>as<wbr/>Type</span></a>
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<a href="tf.Variable.html#asin" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>asin</span></a>
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<a href="tf.Variable.html#asinh" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>asinh</span></a>
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<a href="tf.Variable.html#assign" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>assign</span></a>
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<a href="tf.Variable.html#atan" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>atan</span></a>
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<a href="tf.Variable.html#atan2" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>atan2</span></a>
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<a href="tf.Variable.html#atanh" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>atanh</span></a>
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<a href="tf.Variable.html#avgPool" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>avg<wbr/>Pool</span></a>
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<a href="tf.Variable.html#batchNorm" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>batch<wbr/>Norm</span></a>
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<a href="tf.Variable.html#batchToSpaceND" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>batch<wbr/>To<wbr/>SpaceND</span></a>
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<a href="tf.Variable.html#broadcastTo" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>broadcast<wbr/>To</span></a>
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<a href="tf.Variable.html#buffer" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>buffer</span></a>
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<a href="tf.Variable.html#bufferSync" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>buffer<wbr/>Sync</span></a>
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<a href="tf.Variable.html#bytes" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>bytes</span></a>
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<a href="tf.Variable.html#cast" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>cast</span></a>
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<a href="tf.Variable.html#ceil" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>ceil</span></a>
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<a href="tf.Variable.html#clipByValue" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>clip<wbr/>By<wbr/>Value</span></a>
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<a href="tf.Variable.html#clone" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>clone</span></a>
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<a href="tf.Variable.html#concat" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>concat</span></a>
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<a href="tf.Variable.html#conv1d" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>conv1d</span></a>
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<a href="tf.Variable.html#conv2d" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>conv2d</span></a>
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<a href="tf.Variable.html#conv2dTranspose" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>conv2d<wbr/>Transpose</span></a>
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<a href="tf.Variable.html#cos" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>cos</span></a>
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<a href="tf.Variable.html#cosh" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>cosh</span></a>
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<a href="tf.Variable.html#cumprod" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>cumprod</span></a>
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<a href="tf.Variable.html#cumsum" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>cumsum</span></a>
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<a href="tf.Variable.html#data" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>data</span></a>
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<a href="tf.Variable.html#dataSync" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>data<wbr/>Sync</span></a>
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<a href="tf.Variable.html#dataToGPU" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>data<wbr/>ToGPU</span></a>
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<a href="tf.Variable.html#depthToSpace" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>depth<wbr/>To<wbr/>Space</span></a>
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<a href="tf.Variable.html#depthwiseConv2d" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>depthwise<wbr/>Conv2d</span></a>
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<a href="tf.Variable.html#dilation2d" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>dilation2d</span></a>
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<a href="tf.Variable.html#dispose" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>dispose</span></a>
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<a href="tf.Variable.html#div" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>div</span></a>
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<a href="tf.Variable.html#divNoNan" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>div<wbr/>No<wbr/>Nan</span></a>
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<a href="tf.Variable.html#dot" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>dot</span></a>
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<a href="tf.Variable.html#elu" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>elu</span></a>
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<a href="tf.Variable.html#equal" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>equal</span></a>
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<a href="tf.Variable.html#erf" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>erf</span></a>
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<a href="tf.Variable.html#euclideanNorm" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>euclidean<wbr/>Norm</span></a>
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<a href="tf.Variable.html#exp" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>exp</span></a>
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<a href="tf.Variable.html#expandDims" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>expand<wbr/>Dims</span></a>
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<a href="tf.Variable.html#expm1" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>expm1</span></a>
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<a href="tf.Variable.html#fft" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>fft</span></a>
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<a href="tf.Variable.html#flatten" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>flatten</span></a>
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<a href="tf.Variable.html#floor" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>floor</span></a>
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<a href="tf.Variable.html#floorDiv" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>floor<wbr/>Div</span></a>
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<a href="tf.Variable.html#gather" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>gather</span></a>
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<a href="tf.Variable.html#greater" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>greater</span></a>
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<a href="tf.Variable.html#greaterEqual" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>greater<wbr/>Equal</span></a>
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<a href="tf.Variable.html#ifft" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>ifft</span></a>
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<a href="tf.Variable.html#irfft" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>irfft</span></a>
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<a href="tf.Variable.html#isFinite" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>is<wbr/>Finite</span></a>
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<a href="tf.Variable.html#isInf" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>is<wbr/>Inf</span></a>
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<a href="tf.Variable.html#isNaN" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>is<wbr/>NaN</span></a>
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<a href="tf.Variable.html#leakyRelu" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>leaky<wbr/>Relu</span></a>
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<a href="tf.Variable.html#less" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>less</span></a>
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<a href="tf.Variable.html#lessEqual" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>less<wbr/>Equal</span></a>
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<a href="tf.Variable.html#localResponseNormalization" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>local<wbr/>Response<wbr/>Normalization</span></a>
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<a href="tf.Variable.html#log" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>log</span></a>
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<a href="tf.Variable.html#log1p" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>log1p</span></a>
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<a href="tf.Variable.html#logSigmoid" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>log<wbr/>Sigmoid</span></a>
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<a href="tf.Variable.html#logSoftmax" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>log<wbr/>Softmax</span></a>
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<a href="tf.Variable.html#logSumExp" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>log<wbr/>Sum<wbr/>Exp</span></a>
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<a href="tf.Variable.html#logicalAnd" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>logical<wbr/>And</span></a>
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<a href="tf.Variable.html#logicalNot" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>logical<wbr/>Not</span></a>
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<a href="tf.Variable.html#logicalOr" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>logical<wbr/>Or</span></a>
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<a href="tf.Variable.html#logicalXor" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>logical<wbr/>Xor</span></a>
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<a href="tf.Variable.html#matMul" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>mat<wbr/>Mul</span></a>
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<a href="tf.Variable.html#max" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>max</span></a>
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<a href="tf.Variable.html#maxPool" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>max<wbr/>Pool</span></a>
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<a href="tf.Variable.html#maximum" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>maximum</span></a>
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<a href="tf.Variable.html#mean" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>mean</span></a>
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<a href="tf.Variable.html#min" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>min</span></a>
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<a href="tf.Variable.html#minimum" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>minimum</span></a>
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<a href="tf.Variable.html#mirrorPad" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>mirror<wbr/>Pad</span></a>
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<a href="tf.Variable.html#mod" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>mod</span></a>
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<a href="tf.Variable.html#mul" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>mul</span></a>
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<a href="tf.Variable.html#neg" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>neg</span></a>
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<a href="tf.Variable.html#norm" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>norm</span></a>
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<a href="tf.Variable.html#notEqual" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>not<wbr/>Equal</span></a>
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<a href="tf.Variable.html#oneHot" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>one<wbr/>Hot</span></a>
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<a href="tf.Variable.html#onesLike" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>ones<wbr/>Like</span></a>
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<a href="tf.Variable.html#pad" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>pad</span></a>
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<a href="tf.Variable.html#pool" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>pool</span></a>
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<a href="tf.Variable.html#pow" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>pow</span></a>
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<a href="tf.Variable.html#prelu" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>prelu</span></a>
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<a href="tf.Variable.html#print" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>print</span></a>
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<a href="tf.Variable.html#prod" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>prod</span></a>
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<a href="tf.Variable.html#reciprocal" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>reciprocal</span></a>
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<a href="tf.Variable.html#relu" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>relu</span></a>
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<a href="tf.Variable.html#relu6" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>relu6</span></a>
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<a href="tf.Variable.html#reshape" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>reshape</span></a>
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<a href="tf.Variable.html#reshapeAs" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>reshape<wbr/>As</span></a>
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<a href="tf.Variable.html#resizeBilinear" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>resize<wbr/>Bilinear</span></a>
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<a href="tf.Variable.html#resizeNearestNeighbor" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>resize<wbr/>Nearest<wbr/>Neighbor</span></a>
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<a href="tf.Variable.html#reverse" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>reverse</span></a>
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<a href="tf.Variable.html#rfft" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>rfft</span></a>
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<a href="tf.Variable.html#round" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>round</span></a>
|
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<a href="tf.Variable.html#rsqrt" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>rsqrt</span></a>
|
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<a href="tf.Variable.html#selu" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>selu</span></a>
|
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<a href="tf.Variable.html#separableConv2d" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>separable<wbr/>Conv2d</span></a>
|
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<a href="tf.Variable.html#sigmoid" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>sigmoid</span></a>
|
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<a href="tf.Variable.html#sign" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>sign</span></a>
|
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<a href="tf.Variable.html#sin" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>sin</span></a>
|
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<a href="tf.Variable.html#sinh" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>sinh</span></a>
|
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<a href="tf.Variable.html#slice" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>slice</span></a>
|
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<a href="tf.Variable.html#softmax" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>softmax</span></a>
|
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<a href="tf.Variable.html#softplus" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>softplus</span></a>
|
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<a href="tf.Variable.html#spaceToBatchND" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>space<wbr/>To<wbr/>BatchND</span></a>
|
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<a href="tf.Variable.html#split" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>split</span></a>
|
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<a href="tf.Variable.html#sqrt" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>sqrt</span></a>
|
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<a href="tf.Variable.html#square" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>square</span></a>
|
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<a href="tf.Variable.html#squaredDifference" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>squared<wbr/>Difference</span></a>
|
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<a href="tf.Variable.html#squeeze" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>squeeze</span></a>
|
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<a href="tf.Variable.html#stack" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>stack</span></a>
|
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<a href="tf.Variable.html#step" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>step</span></a>
|
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<a href="tf.Variable.html#stridedSlice" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>strided<wbr/>Slice</span></a>
|
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<a href="tf.Variable.html#sub" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>sub</span></a>
|
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<a href="tf.Variable.html#sum" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>sum</span></a>
|
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<a href="tf.Variable.html#tan" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>tan</span></a>
|
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<a href="tf.Variable.html#tanh" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>tanh</span></a>
|
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<a href="tf.Variable.html#throwIfDisposed" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>throw<wbr/>If<wbr/>Disposed</span></a>
|
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<a href="tf.Variable.html#tile" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>tile</span></a>
|
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<a href="tf.Variable.html#toBool" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>to<wbr/>Bool</span></a>
|
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<a href="tf.Variable.html#toFloat" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>to<wbr/>Float</span></a>
|
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<a href="tf.Variable.html#toInt" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>to<wbr/>Int</span></a>
|
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<a href="tf.Variable.html#toString" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>to<wbr/>String</span></a>
|
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<a href="tf.Variable.html#topk" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>topk</span></a>
|
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<a href="tf.Variable.html#transpose" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>transpose</span></a>
|
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<a href="tf.Variable.html#unique" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>unique</span></a>
|
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<a href="tf.Variable.html#unsortedSegmentSum" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>unsorted<wbr/>Segment<wbr/>Sum</span></a>
|
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<a href="tf.Variable.html#unstack" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>unstack</span></a>
|
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<a href="tf.Variable.html#variable" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>variable</span></a>
|
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<a href="tf.Variable.html#where" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>where</span></a>
|
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<a href="tf.Variable.html#zerosLike" class="tsd-index-link tsd-is-inherited"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="#icon-2048"></use></svg><span>zeros<wbr/>Like</span></a>
|
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</div></section></div></details></section></section><section class="tsd-panel-group tsd-member-group"><h2>Constructors</h2><section class="tsd-panel tsd-member"><a id="constructor" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>constructor</span><a href="#constructor" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures"><li class="tsd-signature tsd-anchor-link"><a id="constructor.new_Variable" class="tsd-anchor"></a><span class="tsd-kind-constructor-signature">new <wbr/>Variable</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">initialValue</span>, <span class="tsd-kind-parameter">trainable</span>, <span class="tsd-kind-parameter">name</span>, <span class="tsd-kind-parameter">tensorId</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="tf.Variable.html" class="tsd-signature-type tsd-kind-class">Variable</a><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">></span><a href="#constructor.new_Variable" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="constructor.new_Variable.R-1" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">R</span><span class="tsd-signature-keyword"> extends </span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a> = <a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">initialValue</span>: <a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">></span></h5></li><li><h5><span class="tsd-kind-parameter">trainable</span>: <span class="tsd-signature-type">boolean</span></h5></li><li><h5><span class="tsd-kind-parameter">name</span>: <span class="tsd-signature-type">string</span></h5></li><li><h5><span class="tsd-kind-parameter">tensorId</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a href="tf.Variable.html" class="tsd-signature-type tsd-kind-class">Variable</a><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">></span></h4><aside class="tsd-sources"><p>Overrides <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#constructor">constructor</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:301</li></ul></aside></li></ul></section></section><section class="tsd-panel-group tsd-member-group"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-is-inherited"><a id="dataId" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>data<wbr/>Id</span><a href="#dataId" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">data<wbr/>Id</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">object</span></div><div class="tsd-comment tsd-typography"><p>Id of the bucket holding the data for this te
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point to the same bucket (e.g. when calling array.reshape()).</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#dataId">dataId</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:137</li></ul></aside></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="dtype" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>dtype</span><a href="#dtype" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">dtype</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-keyword">keyof </span><span class="tsd-signature-type">DataTypeMap</span></div><div class="tsd-comment tsd-typography"><p>The data type for the array.</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#dtype">dtype</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:143</li></ul></aside></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="id" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>id</span><a href="#id" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">id</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><div class="tsd-comment tsd-typography"><p>Unique id of this tensor.</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#id">id</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:132</li></ul></aside></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="kept" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>kept</span><a href="#kept" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">kept</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><div class="tsd-comment tsd-typography"><p>Whether this tensor has been globally kept.</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#kept">kept</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:147</li></ul></aside></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="kerasMask" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagOptional">Optional</code> <span>keras<wbr/>Mask</span><a href="#kerasMask" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">keras<wbr/>Mask</span><span class="tsd-signature-symbol">?:</span> <a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a><span class="tsd-signature-symbol">></span></div><div class="tsd-comment tsd-typography"><p>The keras mask that some keras layers attach to the tensor</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#kerasMask">kerasMask</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:151</li></ul></aside></section><section class="tsd-panel tsd-member"><a id="name" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>name</span><a href="#name" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">name</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:300</li></ul></aside></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="rankType" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>rank<wbr/>Type</span><a href="#rankType" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">rank<wbr/>Type</span><span class="tsd-signature-symbol">:</span> <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a></div><div class="tsd-comment tsd-typography"><p>The rank type for the array (see <code>Rank</code> enum).</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#rankType">rankType</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:145</li></ul></aside></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="scopeId" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>scope<wbr/>Id</span><a href="#scopeId" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">scope<wbr/>Id</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><div class="tsd-comment tsd-typography"><p>The id of the scope this tensor is being tracked in.</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#scopeId">scopeId</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:149</li></ul></aside></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="shape" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>shape</span><a href="#shape" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">shape</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">ShapeMap</span><span class="tsd-signature-symbol">[</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">]</span></div><div class="tsd-comment tsd-typography"><p>The shape of the tensor.</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#shape">shape</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:139</li></ul></aside></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="size" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>size</span><a href="#size" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">size</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><div class="tsd-comment tsd-typography"><p>Number of elements in the tensor.</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#size">size</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:141</li></ul></aside></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="strides" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag ts-flagReadonly">Readonly</code> <span>strides</span><a href="#strides" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">strides</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></div><div class="tsd-comment tsd-typography"><p>Number of elements to skip in each dimension when indexing. See
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<a href="https://docs.scipy.org/doc/numpy/reference/generated/\">https://docs.scipy.org/doc/numpy/reference/generated/\</a>
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numpy.ndarray.strides.html</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#strides">strides</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:157</li></ul></aside></section><section class="tsd-panel tsd-member"><a id="trainable" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>trainable</span><a href="#trainable" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">trainable</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:299</li></ul></aside></section></section><section class="tsd-panel-group tsd-member-group"><h2>Accessors</h2><section class="tsd-panel tsd-member tsd-is-inherited"><a id="isDisposed" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>is<wbr/>Disposed</span><a href="#isDisposed" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature" id="isDisposed.isDisposed-1"><span class="tsd-signature-keyword">get</span> isDisposed<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span></li><li class="tsd-description"><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4><aside class="tsd-sources"><p>Inherited from Tensor.isDisposed</p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:243</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="rank" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>rank</span><a href="#rank" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature" id="rank.rank-1"><span class="tsd-signature-keyword">get</span> rank<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></li><li class="tsd-description"><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><aside class="tsd-sources"><p>Inherited from Tensor.rank</p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:159</li></ul></aside></li></ul></section></section><section class="tsd-panel-group tsd-member-group"><h2>Methods</h2><section class="tsd-panel tsd-member tsd-is-inherited"><a id="abs" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>abs</span><a href="#abs" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="abs.abs-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">abs</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#abs.abs-1.T">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">this</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#abs.abs-1.T">T</a><a href="#abs.abs-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-pa
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asynchronously.</p>
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</div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">ArrayMap</span><span class="tsd-signature-symbol">[</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">]</span><span class="tsd-signature-symbol">></span></h4><div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#array">array</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:177</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="arraySync" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>array<wbr/>Sync</span><a href="#arraySync" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="arraySync.arraySync-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">array<wbr/>Sync</span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">ArrayMap</span><span class="tsd-signature-symbol">[</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">]</span><a href="#arraySync.arraySync-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><div class="tsd-comment tsd-typography"><p>Returns the tensor data as a nested array. The transfer of data is done
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synchronously.</p>
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</div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">ArrayMap</span><span class="tsd-signature-symbol">[</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">]</span></h4><div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#arraySync">arraySync</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:184</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="as1D" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>as1D</span><a href="#as1D" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="as1D.as1D-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">as1D</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#as1D.as1D-1.T-8">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="../types/tf.Tensor1D.html" class="tsd-signature-type tsd-kind-type-alias">Tensor1D</a><a href="#as1D.as1D-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="as1D.as1D-1.T-8" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a><span class="tsd-signature-symbol">></span></h4></li></ul></section><h4 class="tsd-returns-title">Returns <a href="../types/tf.Tensor1D.html" class="tsd-signature-type tsd-kind-type-alias">Tensor1D</a></h4><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#as1D">as1D</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as1d.d.ts:21</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="as2D" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>as2D</span><a href="#as2D" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="as2D.as2D-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">as2D</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#as2D.as2D-1.T-9">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">rows</span>, <span class="tsd-kind-parameter">columns</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="../types/tf.Tensor2D.html" class="tsd-signature-type tsd-kind-type-alias">Tensor2D</a><a href="#as2D.as2D-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="as2D.as2D-1.T-9" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span cla
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the same shape and dtype as the old <code>tf.Tensor</code>.</p>
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</div><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">newValue</span>: <a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">></span></h5><div class="tsd-comment tsd-typography"><p>New tensor to be assigned to this variable.</p>
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</div><div class="tsd-comment tsd-typography"></div></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:310</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="atan" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>atan</span><a href="#atan" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="atan.atan-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">atan</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#atan.atan-1.T-17">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">this</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#atan.atan-1.T-17">T</a><a href="#atan.atan-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="atan.atan-1.T-17" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a><span class="tsd-signature-symbol">></span></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">this</span>: <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#atan.atan-1.T-17">T</a></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#atan.atan-1.T-17">T</a></h4><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#atan">atan</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/atan.d.ts:21</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="atan2" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>atan2</span><a href="#atan2" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="atan2.atan2-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">atan2</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#atan2.atan2-1.T-18">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">b</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#atan2.atan2-1.T-18">T</a><a href="#atan2.atan2-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="atan2.atan2-1.T-18" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><a href="tf.Tensor-1.html" clas
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</div><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="buffer.buffer-1.D" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">D</span><span class="tsd-signature-keyword"> extends </span><span class="tsd-signature-keyword">keyof </span><span class="tsd-signature-type">DataTypeMap</span> = <span class="tsd-signature-type">"float32"</span></h4></li></ul></section><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">TensorBuffer</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">, </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#buffer.buffer-1.D">D</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">></span></h4><div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#buffer">buffer</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:165</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="bufferSync" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>buffer<wbr/>Sync</span><a href="#bufferSync" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="bufferSync.bufferSync-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">buffer<wbr/>Sync</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#bufferSync.bufferSync-1.D-1">D</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">TensorBuffer</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">, </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#bufferSync.bufferSync-1.D-1">D</a><span class="tsd-signature-symbol">></span><a href="#bufferSync.bufferSync-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><div class="tsd-comment tsd-typography"><p>Returns a <code>tf.TensorBuffer</code> that holds the underlying data.</p>
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</div><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="bufferSync.bufferSync-1.D-1" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">D</span><span class="tsd-signature-keyword"> extends </span><span class="tsd-signature-keyword">keyof </span><span class="tsd-signature-type">DataTypeMap</span> = <span class="tsd-signature-type">"float32"</span></h4></li></ul></section><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">TensorBuffer</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#constructor.new_Variable.R-1">R</a><span class="tsd-signature-symbol">, </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#bufferSync.bufferSync-1.D-1">D</a><span class="tsd-signature-symbol">></span></h4><div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#bufferSync">bufferSync</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:170</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="bytes" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>bytes</span><a href="#bytes" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="bytes.bytes-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">bytes</span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Uint8Array</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Uint8Array</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">></span><a href="#bytes.bytes-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><div class="tsd-comment tsd-typography"><p>Returns the underlying bytes of the tensor's data.</p>
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</div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Uint8Array</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Uint8Array</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">></span></h4><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#bytes">bytes</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:235</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="cast" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>cast</span><a href="#cast" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="cast.cast-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">cast</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#cast.cast-1.T-22">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">dtype</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#cast.cast-1.T-22">T</a><a href="#cast.cast-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="cast.cast-1.T-22" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a><span class="tsd-signature-symbol">></span></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">dtype</span>: <span class="tsd-signature-keyword">keyof </span><span class="tsd-signature-type">DataTypeMap</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#cast.cast-1.T-22">T</a></h4><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#cast">cast</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/cast.d.ts:21</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="ceil" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>ceil</span><a href="#ceil" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="ceil.ceil-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">ceil</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#ceil.ceil-1.T-23">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">this</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#ceil.ceil-1.T-23">T</a><a href="#ceil.ceil-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></
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</div><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="clone.clone-1.T-25" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a><span class="tsd-signature-symbol">></span></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">this</span>: <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#clone.clone-1.T-25">T</a></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#clone.clone-1.T-25">T</a></h4><div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#clone">clone</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:258</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="concat" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>concat</span><a href="#concat" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="concat.concat-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">concat</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#concat.concat-1.T-26">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">tensors</span>, <span class="tsd-kind-parameter">axis</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#concat.concat-1.T-26">T</a><a href="#concat.concat-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="concat.concat-1.T-26" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a><span class="tsd-signature-symbol">></span></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">tensors</span>: <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#concat.concat-1.T-26">T</a><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">(</span><a href="../types/tf.TensorLike.html" class="tsd-signature-type tsd-kind-type-alias">TensorLike</a><span class="tsd-signature-symbol"> | </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#concat.concat-1.T-26">T</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">[]</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">axis</span>: <span class="tsd-signature-type">number</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#concat.concat-1.T-26">T</a></h4><aside class="tsd-sources"><p>Inherited from <a h
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promise of <code>TypedArray</code> that resolves when the computation has finished.</p>
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</div><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="data.data-1.D-2" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">D</span><span class="tsd-signature-keyword"> extends </span><span class="tsd-signature-keyword">keyof </span><span class="tsd-signature-type">DataTypeMap</span> = <span class="tsd-signature-type">NumericDataType</span></h4></li></ul></section><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">DataTypeMap</span><span class="tsd-signature-symbol">[</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#data.data-1.D-2">D</a><span class="tsd-signature-symbol">]</span><span class="tsd-signature-symbol">></span></h4><div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#data">data</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:191</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="dataSync" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>data<wbr/>Sync</span><a href="#dataSync" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="dataSync.dataSync-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">data<wbr/>Sync</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#dataSync.dataSync-1.D-3">D</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">DataTypeMap</span><span class="tsd-signature-symbol">[</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#dataSync.dataSync-1.D-3">D</a><span class="tsd-signature-symbol">]</span><a href="#dataSync.dataSync-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><div class="tsd-comment tsd-typography"><p>Synchronously downloads the values from the <code>tf.Tensor</code>. This blocks the
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UI thread until the values are ready, which can cause performance issues.</p>
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</div><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="dataSync.dataSync-1.D-3" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">D</span><span class="tsd-signature-keyword"> extends </span><span class="tsd-signature-keyword">keyof </span><span class="tsd-signature-type">DataTypeMap</span> = <span class="tsd-signature-type">NumericDataType</span></h4></li></ul></section><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">DataTypeMap</span><span class="tsd-signature-symbol">[</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#dataSync.dataSync-1.D-3">D</a><span class="tsd-signature-symbol">]</span></h4><div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#dataSync">dataSync</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:233</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="dataToGPU" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>data<wbr/>ToGPU</span><a href="#dataToGPU" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="dataToGPU.dataToGPU-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">data<wbr/>ToGPU</span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">options</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">GPUData</span><a href="#dataToGPU.dataToGPU-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><div class="tsd-comment tsd-typography"><p>Copy the tensor's data to a new GPU resource. Comparing to the <code>dataSync()</code>
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and <code>data()</code>, this method prevents data from being downloaded to CPU.</p>
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<p>For WebGL backend, the data will be stored on a densely packed texture.
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This means that the texture will use the RGBA channels to store value.</p>
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<p>For WebGPU backend, the data will be stored on a buffer. There is no
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parameter, so can not use a user-defined size to create the buffer.</p>
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</div><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">options</span>: <span class="tsd-signature-type">DataToGPUWebGLOption</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">GPUData</span></h4><p>For WebGL backend, a GPUData contains the new texture and
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its information.
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{
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tensorRef: The tensor that is associated with this texture,
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texture: WebGLTexture,
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texShape: [number, number] // [height, width]
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}</p>
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<pre><code><span class="hl-5">For</span><span class="hl-1"> </span><span class="hl-5">WebGPU</span><span class="hl-1"> </span><span class="hl-5">backend</span><span class="hl-1">, </span><span class="hl-5">a</span><span class="hl-1"> </span><span class="hl-5">GPUData</span><span class="hl-1"> </span><span class="hl-5">contains</span><span class="hl-1"> </span><span class="hl-5">the</span><span class="hl-1"> </span><span class="hl-0">new</span><span class="hl-1"> </span><span class="hl-5">buffer</span><span class="hl-1">.</span><br/><span class="hl-1">{</span><br/><span class="hl-1"> </span><span class="hl-10">tensorRef</span><span class="hl-1">: </span><span class="hl-5">The</span><span class="hl-1"> </span><span class="hl-5">tensor</span><span class="hl-1"> </span><span class="hl-5">that</span><span class="hl-1"> </span><span class="hl-5">is</span><span class="hl-1"> </span><span class="hl-5">associated</span><span class="hl-1"> </span><span class="hl-6">with</span><span class="hl-1"> </span><span class="hl-0">this</span><span class="hl-1"> </span><span class="hl-5">buffer</span><span class="hl-1">,</span><br/><span class="hl-1"> </span><span class="hl-10">buffer</span><span class="hl-1">: </span><span class="hl-5">GPUBuffer</span><span class="hl-1">,</span><br/><span class="hl-1">}</span><br/><br/><span class="hl-5">Remember</span><span class="hl-1"> </span><span class="hl-5">to</span><span class="hl-1"> </span><span class="hl-5">dispose</span><span class="hl-1"> </span><span class="hl-5">the</span><span class="hl-1"> </span><span class="hl-5">GPUData</span><span class="hl-1"> </span><span class="hl-5">after</span><span class="hl-1"> </span><span class="hl-5">it</span><span class="hl-1"> </span><span class="hl-5">is</span><span class="hl-1"> </span><span class="hl-5">used</span><span class="hl-1"> </span><span class="hl-5">by</span><br/><span class="hl-8">`res.tensorRef.dispose()`</span><span class="hl-1">.</span>
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</code><button>Copy</button></pre>
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<div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#dataToGPU">dataToGPU</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:226</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="depthToSpace" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>depth<wbr/>To<wbr/>Space</span><a href="#depthToSpace" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="depthToSpace.depthToSpace-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">depth<wbr/>To<wbr/>Space</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#depthToSpace.depthToSpace-1.T-32">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">blockSize</span>, <span class="tsd-kind-parameter">dataFormat</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#depthToSpace.depthToSpace-1.T-32">T</a><a href="#depthToSpace.depthToSpace-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="depthToSpace.depthToSpace-1.T-32" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><a href="../types/tf.Tensor4D.html" class="tsd-signature-type tsd-kind-type-alias">Tensor4D</a></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">blockSize</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><span class="tsd-kind-parameter">dataFormat</span>: <span class="tsd-signature-type">"NHWC"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"NCHW"</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#depthToSpace.depthToSpace-1.T-32">T</a></h4><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#depthToSpace">depthToSpace</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/depth_to_space.d.ts:5</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="depthwiseConv2d" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>depthwise<wbr/>Conv2d</span><a href="#depthwiseConv2d" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="depthwiseConv2d.depthwiseConv2d-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">depthwise<wbr/>Conv2d</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#depthwiseConv2d.depthwiseConv2d-1.T-33">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">filter</span>, <span class="tsd-kind-parameter">strides</span>, <span class="tsd-kind-parameter">pad</span>, <span class="tsd-kind-parameter">dataFormat</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">dilations</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">dimRoundi
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</div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><p>Overrides <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#dispose">dispose</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:311</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="div" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>div</span><a href="#div" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="div.div-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">div</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#div.div-1.T-35">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">b</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#div.div-1.T-35">T</a><a href="#div.div-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="div.div-1.T-35" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a><span class="tsd-signature-symbol">></span></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">b</span>: <a href="../types/tf.TensorLike.html" class="tsd-signature-type tsd-kind-type-alias">TensorLike</a><span class="tsd-signature-symbol"> | </span><a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a><span class="tsd-signature-symbol">></span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#div.div-1.T-35">T</a></h4><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#div">div</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/div.d.ts:21</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="divNoNan" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>div<wbr/>No<wbr/>Nan</span><a href="#divNoNan" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="divNoNan.divNoNan-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">div<wbr/>No<wbr/>Nan</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#divNoNan.divNoNan-1.T-36">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">b</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#divNoNan.divNoNan-1.T-36">T</a><a href="#divNoNan.divNoNan-1" aria-label="Permalink" class="tsd-anchor-icon"><sv
|
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|
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</div><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">verbose</span>: <span class="tsd-signature-type">boolean</span></h5><div class="tsd-comment tsd-typography"><p>Whether to print verbose information about the tensor,
|
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including dtype and size.</p>
|
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</div><div class="tsd-comment tsd-typography"></div></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#print">print</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:253</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="prod" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>prod</span><a href="#prod" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="prod.prod-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">prod</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#prod.prod-1.T-88">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">this</span>, <span class="tsd-kind-parameter">axis</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">keepDims</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#prod.prod-1.T-88">T</a><a href="#prod.prod-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="prod.prod-1.T-88" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a><span class="tsd-signature-symbol">></span></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">this</span>: <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#prod.prod-1.T-88">T</a></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">axis</span>: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">keepDims</span>: <span class="tsd-signature-type">boolean</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#prod.prod-1.T-88">T</a></h4><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#prod">prod</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/prod.d.ts:5</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="reciprocal" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>reciprocal</span><a href="#reciprocal" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="reciprocal.reciprocal-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">reciprocal</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#reciproc
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</div><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">verbose</span>: <span class="tsd-signature-type">boolean</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">string</span></h4><div class="tsd-comment tsd-typography"><h4>Doc</h4></div><aside class="tsd-sources"><p>Inherited from <a href="tf.Tensor-1.html">Tensor</a>.<a href="tf.Tensor-1.html#toString">toString</a></p><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.16.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:264</li></ul></aside></li></ul></section><section class="tsd-panel tsd-member tsd-is-inherited"><a id="topk" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>topk</span><a href="#topk" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></h3><ul class="tsd-signatures tsd-is-inherited"><li class="tsd-signature tsd-anchor-link"><a id="topk.topk-1" class="tsd-anchor"></a><span class="tsd-kind-call-signature">topk</span><span class="tsd-signature-symbol"><</span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#topk.topk-1.T-125">T</a><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">(</span><span class="tsd-kind-parameter">this</span>, <span class="tsd-kind-parameter">k</span><span class="tsd-signature-symbol">?</span>, <span class="tsd-kind-parameter">sorted</span><span class="tsd-signature-symbol">?</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span><br/><span> </span><span class="tsd-kind-property">indices</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#topk.topk-1.T-125">T</a><span class="tsd-signature-symbol">; </span><br/><span> </span><span class="tsd-kind-property">values</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#topk.topk-1.T-125">T</a><span class="tsd-signature-symbol">; </span><br/><span class="tsd-signature-symbol">}</span><a href="#topk.topk-1" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="#icon-anchor"></use></svg></a></li><li class="tsd-description"><section class="tsd-panel"><h4>Type Parameters</h4><ul class="tsd-type-parameter-list"><li><h4><a id="topk.topk-1.T-125" class="tsd-anchor"></a><span class="tsd-kind-type-parameter">T</span><span class="tsd-signature-keyword"> extends </span><a href="tf.Tensor-1.html" class="tsd-signature-type tsd-kind-class">Tensor</a><span class="tsd-signature-symbol"><</span><a href="../enums/tf.Rank.html" class="tsd-signature-type tsd-kind-enum">Rank</a><span class="tsd-signature-symbol">></span></h4></li></ul></section><div class="tsd-parameters"><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameter-list"><li><h5><span class="tsd-kind-parameter">this</span>: <a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#topk.topk-1.T-125">T</a></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">k</span>: <span class="tsd-signature-type">number</span></h5></li><li><h5><code class="tsd-tag ts-flagOptional">Optional</code> <span class="tsd-kind-parameter">sorted</span>: <span class="tsd-signature-type">boolean</span></h5></li></ul></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span><br/><span> </span><span class="tsd-kind-property">indices</span><span class="tsd-signature-symbol">: </span><a class="tsd-signature-type tsd-kind-type-parameter" href="tf.Variable.html#topk.topk-1.T-125">T</a><span class="tsd-signature-symbol">; </span><br/><span> </span><span class="tsd-kind-property">values</span><span class="tsd-signature-symbol">: </span
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