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2022-04-12 11:30:54 +03:00
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<title>TensorFlowOutput</title>
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<div class="breadcrumbs"><a href="../../index.html">kmath-tensorflow</a>/<a href="../index.html">space.kscience.kmath.tensorflow</a>/<a href="index.html">TensorFlowOutput</a></div>
<div class="cover ">
<h1 class="cover"><span>Tensor</span><wbr><span>Flow</span><wbr><span><span>Output</span></span></h1>
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensorflow:dokkaHtmlPartial/main"><div class="symbol monospace"><span class="token keyword">abstract </span><span class="token keyword">class </span><a href="index.html">TensorFlowOutput</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="index.html">TT</a><span class="token operator"> : </span><span data-unresolved-link="org.tensorflow.types.family/TType///PointingToDeclaration/">TType</span><span class="token operator">&gt;</span><span class="token punctuation">(</span>graph<span class="token operator">: </span><span data-unresolved-link="org.tensorflow/Graph///PointingToDeclaration/">Graph</span><span class="token punctuation">, </span>output<span class="token operator">: </span><span data-unresolved-link="org.tensorflow/Output///PointingToDeclaration/">Output</span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">TT</a><span class="token operator">&gt;</span><span class="token punctuation">)</span> : <a href="../-tensor-flow-tensor/index.html">TensorFlowTensor</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt; </span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div><p class="paragraph">Lazy graph-based TensorFlow tensor. The tensor is actualized on call.</p><p class="paragraph">If the tensor is used for intermediate operations, actualizing it could impact performance.</p></div></div>
</div>
<div class="tabbedcontent">
<div class="tabs-section" tabs-section="tabs-section"><button class="section-tab" data-active="" data-togglable="Constructors">Constructors</button><button class="section-tab" data-togglable="Functions">Functions</button><button class="section-tab" data-togglable="Properties">Properties</button><button class="section-tab" data-togglable="Sources">Sources</button><button class="section-tab" data-togglable="Inheritors">Inheritors</button></div>
<div class="tabs-section-body">
<h2 class="tabbedcontent">Constructors</h2>
<div class="table" data-togglable="Constructors"><a data-name="1486697570%2FConstructors%2F-1827669625" anchor-label="TensorFlowOutput" id="1486697570%2FConstructors%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a>
<div class="table-row" data-filterable-current=":kmath-tensorflow:dokkaHtmlPartial/main" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main">
<div class="main-subrow keyValue TabbedContent">
<div class=""><span class="inline-flex">
<div><a href="-tensor-flow-output.html"><span>Tensor</span><wbr><span>Flow</span><wbr><span><span>Output</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="1486697570%2FConstructors%2F-1827669625"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensorflow:dokkaHtmlPartial/main"><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">fun </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">TT</a><span class="token operator"> : </span><span data-unresolved-link="org.tensorflow.types.family/TType///PointingToDeclaration/">TType</span><span class="token operator">&gt; </span><a href="-tensor-flow-output.html"><span class="token function">TensorFlowOutput</span></a><span class="token punctuation">(</span>graph<span class="token operator">: </span><span data-unresolved-link="org.tensorflow/Graph///PointingToDeclaration/">Graph</span><span class="token punctuation">, </span>output<span class="token operator">: </span><span data-unresolved-link="org.tensorflow/Output///PointingToDeclaration/">Output</span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">TT</a><span class="token operator">&gt;</span><span class="token punctuation">)</span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
</div>
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</div>
<h2 class="">Functions</h2>
<div class="table" data-togglable="Functions"><a data-name="-1451761953%2FFunctions%2F-1827669625" anchor-label="elements" id="-1451761953%2FFunctions%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a>
<div class="table-row" data-filterable-current=":kmath-tensorflow:dokkaHtmlPartial/main" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="elements.html"><span><span>elements</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1451761953%2FFunctions%2F-1827669625"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensorflow:dokkaHtmlPartial/main"><div class="symbol monospace"><div class="block"><div class="block"><span class="token annotation">@</span><a href="../../../kmath-core/space.kscience.kmath.misc/-performance-pitfall/index.html"><span class="token annotation">PerformancePitfall</span></a></div></div><span class="token keyword">open </span><span class="token keyword">override </span><span class="token keyword">fun </span><a href="elements.html"><span class="token function">elements</span></a><span class="token punctuation">(</span><span class="token punctuation">)</span><span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.sequences/-sequence/index.html">Sequence</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-pair/index.html">Pair</a><span class="token operator">&lt;</span><span class="token keyword"></span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int-array/index.html">IntArray</a><span class="token punctuation">, </span><span class="token keyword"></span><a href="index.html">T</a><span class="token operator">&gt;</span><span class="token operator">&gt;</span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
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<a data-name="-449817283%2FFunctions%2F-1827669625" anchor-label="get" id="-449817283%2FFunctions%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a>
<div class="table-row" data-filterable-current=":kmath-tensorflow:dokkaHtmlPartial/main" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="get.html"><span><span>get</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-449817283%2FFunctions%2F-1827669625"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensorflow:dokkaHtmlPartial/main"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">operator override </span><span class="token keyword">fun </span><a href="get.html"><span class="token function">get</span></a><span class="token punctuation">(</span>index<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int-array/index.html">IntArray</a><span class="token punctuation">)</span><span class="token operator">: </span><a href="index.html">T</a><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
</div>
</div>
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</div>
<a data-name="2024771126%2FFunctions%2F-1827669625" anchor-label="getFeature" id="2024771126%2FFunctions%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a>
<div class="table-row" data-filterable-current=":kmath-tensorflow:dokkaHtmlPartial/main" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="index.html#2024771126%2FFunctions%2F-1827669625"><span>get</span><wbr><span><span>Feature</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="2024771126%2FFunctions%2F-1827669625"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensorflow:dokkaHtmlPartial/main"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">override </span><span class="token keyword">fun </span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html#2024771126%2FFunctions%2F-1827669625">F</a><span class="token operator"> : </span><a href="../../../kmath-core/space.kscience.kmath.nd/-structure-feature/index.html">StructureFeature</a><span class="token operator">&gt; </span><a href="index.html#2024771126%2FFunctions%2F-1827669625"><span class="token function">getFeature</span></a><span class="token punctuation">(</span>type<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin.reflect/-k-class/index.html">KClass</a><span class="token operator">&lt;</span><span class="token keyword">out </span><a href="index.html#2024771126%2FFunctions%2F-1827669625">F</a><span class="token operator">&gt;</span><span class="token punctuation">)</span><span class="token operator">: </span><a href="index.html#2024771126%2FFunctions%2F-1827669625">F</a><span class="token operator">?</span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
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<a data-name="-350045720%2FFunctions%2F-1827669625" anchor-label="set" id="-350045720%2FFunctions%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a>
<div class="table-row" data-filterable-current=":kmath-tensorflow:dokkaHtmlPartial/main" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="set.html"><span><span>set</span></span></a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-350045720%2FFunctions%2F-1827669625"></span>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensorflow:dokkaHtmlPartial/main"><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">operator override </span><span class="token keyword">fun </span><a href="set.html"><span class="token function">set</span></a><span class="token punctuation">(</span>index<span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int-array/index.html">IntArray</a><span class="token punctuation">, </span>value<span class="token operator">: </span><a href="index.html">T</a><span class="token punctuation">)</span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
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</div>
</div>
<h2 class="">Properties</h2>
<div class="table" data-togglable="Properties"><a data-name="309648750%2FProperties%2F-1827669625" anchor-label="dimension" id="309648750%2FProperties%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a>
<div class="table-row" data-filterable-current=":kmath-tensorflow:dokkaHtmlPartial/main" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="index.html#309648750%2FProperties%2F-1827669625">dimension</a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="309648750%2FProperties%2F-1827669625"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted" data-togglable="Properties"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensorflow:dokkaHtmlPartial/main"><a data-name="309648750%2FProperties%2F-1827669625" anchor-label="dimension" id="309648750%2FProperties%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword"></span><span class="token keyword">val </span><a href="index.html#309648750%2FProperties%2F-1827669625">dimension</a><span class="token operator">: </span><a href="https://kotlinlang.org/api/latest/jvm/stdlib/kotlin/-int/index.html">Int</a><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="-11447685%2FProperties%2F-1827669625" anchor-label="indices" id="-11447685%2FProperties%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a>
<div class="table-row" data-filterable-current=":kmath-tensorflow:dokkaHtmlPartial/main" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="index.html#-11447685%2FProperties%2F-1827669625">indices</a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-11447685%2FProperties%2F-1827669625"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted" data-togglable="Properties"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensorflow:dokkaHtmlPartial/main"><a data-name="-11447685%2FProperties%2F-1827669625" anchor-label="indices" id="-11447685%2FProperties%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword"></span><span class="token keyword">val </span><a href="index.html#-11447685%2FProperties%2F-1827669625">indices</a><span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.nd/-shape-indexer/index.html">ShapeIndexer</a><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
</div>
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</div>
<a data-name="-1207009195%2FProperties%2F-1827669625" anchor-label="output" id="-1207009195%2FProperties%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a>
<div class="table-row" data-filterable-current=":kmath-tensorflow:dokkaHtmlPartial/main" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="output.html">output</a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-1207009195%2FProperties%2F-1827669625"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
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<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted" data-togglable="Properties"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensorflow:dokkaHtmlPartial/main"><a data-name="-1207009195%2FProperties%2F-1827669625" anchor-label="output" id="-1207009195%2FProperties%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a><div class="symbol monospace"><span class="token keyword"></span><span class="token keyword">var </span><a href="output.html">output</a><span class="token operator">: </span><span data-unresolved-link="org.tensorflow/Output///PointingToDeclaration/">Output</span><span class="token operator">&lt;</span><span class="token keyword"></span><a href="index.html">TT</a><span class="token operator">&gt;</span><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
</div>
</div>
</div>
</div>
<a data-name="137315747%2FProperties%2F-1827669625" anchor-label="shape" id="137315747%2FProperties%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a>
<div class="table-row" data-filterable-current=":kmath-tensorflow:dokkaHtmlPartial/main" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="shape.html">shape</a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="137315747%2FProperties%2F-1827669625"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div>
<div class="title">
<div class="platform-hinted " data-platform-hinted="data-platform-hinted" data-togglable="Properties"><div class="content sourceset-depenent-content" data-active="" data-togglable=":kmath-tensorflow:dokkaHtmlPartial/main"><a data-name="137315747%2FProperties%2F-1827669625" anchor-label="shape" id="137315747%2FProperties%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a><div class="symbol monospace"><span class="token keyword">open </span><span class="token keyword">override </span><span class="token keyword">val </span><a href="shape.html">shape</a><span class="token operator">: </span><a href="../../../kmath-core/space.kscience.kmath.nd/-shape/index.html">Shape</a><span class="top-right-position"><span class="copy-icon"></span><div class="copy-popup-wrapper popup-to-left"><span class="copy-popup-icon"></span><span>Content copied to clipboard</span></div></span></div></div></div>
</div>
</div>
</div>
</div>
</div>
<h2 class="">Inheritors</h2>
<div class="table" data-togglable="Inheritors"><a data-name="734665176%2FInheritors%2F-1827669625" anchor-label="DoubleTensorFlowOutput" id="734665176%2FInheritors%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a>
<div class="table-row" data-filterable-current=":kmath-tensorflow:dokkaHtmlPartial/main" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../-double-tensor-flow-output/index.html">DoubleTensorFlowOutput</a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="734665176%2FInheritors%2F-1827669625"></span>
<div class="copy-popup-wrapper "><span class="copy-popup-icon"></span><span>Link copied to clipboard</span></div>
</span></span></div>
<div></div>
</div>
</div>
<a data-name="-2071394694%2FInheritors%2F-1827669625" anchor-label="IntTensorFlowOutput" id="-2071394694%2FInheritors%2F-1827669625" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main"></a>
<div class="table-row" data-filterable-current=":kmath-tensorflow:dokkaHtmlPartial/main" data-filterable-set=":kmath-tensorflow:dokkaHtmlPartial/main">
<div class="main-subrow keyValue ">
<div class=""><span class="inline-flex">
<div><a href="../-int-tensor-flow-output/index.html">IntTensorFlowOutput</a></div>
<span class="anchor-wrapper"><span class="anchor-icon" pointing-to="-2071394694%2FInheritors%2F-1827669625"></span>
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