2024-09-10 17:30:23 +02:00
<!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 - v1.7.14< / 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/icons.js" id = "tsd-icons-script" > < / 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" ; document . body . style . display = "none" ; setTimeout ( ( ) => app ? app . showPage ( ) : document . body . style . removeProperty ( "display" ) , 500 ) < / 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 = "../assets/icons.svg#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 - v1.7.14< / 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 = "../assets/icons.svg#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 >
< / div > < div class = "tsd-comment tsd-typography" > < h4 class = "tsd-anchor-link" > < a id = "Doc" class = "tsd-anchor" > < / a > Doc< a href = "#Doc" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / h4 > < / div > < / section > < section class = "tsd-panel" > < h4 > Type Parameters< / h4 > < ul class = "tsd-type-parameter-list" > < li > < span > < 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 > < / span > < / li > < / ul > < / section > < section class = "tsd-panel tsd-hierarchy" > < h4 > Hierarchy (< a 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@4.21.0/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-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 = "../assets/icons.svg#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 = "../assets/icons.svg#icon-512" > < / use > < / svg > < span > constructor< / 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 = "../assets/icons.svg#icon-2048" > < / use > < / svg > < span > throw< wbr / > If< wbr / > Disposed< / span > < / a >
< 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 = "../assets/icons.svg#icon-2048" > < / use > < / svg > < span > tile< / span > < / a >
< 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 = "../assets/icons.svg#icon-2048" > < / use > < / svg > < span > to< wbr / > Bool< / 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 = "../assets/icons.svg#icon-2048" > < / use > < / svg > < span > to< wbr / > Int< / 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 = "../assets/icons.svg#icon-2048" > < / use > < / svg > < span > where< / span > < / a >
< 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 = "../assets/icons.svg#icon-2048" > < / use > < / svg > < span > zeros< wbr / > Like< / span > < / a >
< / div > < / section > < / div > < / details > < / section > < / section > < details class = "tsd-panel-group tsd-member-group tsd-accordion" open > < summary class = "tsd-accordion-summary" data-key = "section-Constructors" > < h2 > < svg width = "20" height = "20" viewBox = "0 0 24 24" fill = "none" > < use href = "../assets/icons.svg#icon-chevronDown" > < / use > < / svg > Constructors< / h2 > < / summary > < section > < 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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 > < span > < 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 > < / span > < / li > < / ul > < / section > < div class = "tsd-parameters" > < h4 class = "tsd-parameters-title" > Parameters< / h4 > < ul class = "tsd-parameter-list" > < li > < span > < 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 > < / span > < / li > < li > < span > < span class = "tsd-kind-parameter" > trainable< / span > : < span class = "tsd-signature-type" > boolean< / span > < / span > < / li > < li > < span > < span class = "tsd-kind-parameter" > name< / span > : < span class = "tsd-signature-type" > string< / span > < / span > < / li > < li > < span > < span class = "tsd-kind-parameter" > tensorId< / span > : < span class = "tsd-signature-type" > number< / span > < / span > < / 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@4.21.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:301< / li > < / ul > < / aside > < / li > < / ul > < / section > < / section > < / details > < details class = "tsd-panel-group tsd-member-group tsd-accordion" open > < summary class = "tsd-accordion-summary" data-key = "section-Properties" > < h2 > < svg width = "20" height = "20" viewBox = "0 0 24 24" fill = "none" > < use href = "../assets/icons.svg#icon-chevronDown" > < / use > < / svg > Properties< / h2 > < / summary > < section > < section class = "
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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@4.21.0/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" > Readonly< / code > < span > dtype< / span > < a href = "#dtype" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#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 >
< / 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@4.21.0/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" > Readonly< / code > < span > id< / span > < a href = "#id" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#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 >
< / 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@4.21.0/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 = "../assets/icons.svg#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 >
< / 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@4.21.0/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" > 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 = "../assets/icons.svg#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 >
< / 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@4.21.0/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 = "../assets/icons.svg#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@4.21.0/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" > 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 = "../assets/icons.svg#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 >
< / 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@4.21.0/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 = "../assets/icons.svg#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 >
< / 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@4.21.0/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" > Readonly< / code > < span > shape< / span > < a href = "#shape" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#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 >
< / 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@4.21.0/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" > Readonly< / code > < span > size< / span > < a href = "#size" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#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 >
< / 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@4.21.0/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" > Readonly< / code > < span > strides< / span > < a href = "#strides" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#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
< a href = "https://docs.scipy.org/doc/numpy/reference/generated/%5C" target = "_blank" class = "external" > 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@4.21.0/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 = "../assets/icons.svg#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@4.21.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:299< / li > < / ul > < / aside > < / section > < / section > < / details > < details class = "tsd-panel-group tsd-member-group tsd-accordion" open > < summary class = "tsd-accordion-summary" data-key = "section-Accessors" > < h2 > < svg width = "20" height = "20" viewBox = "0 0 24 24" fill = "none" > < use href = "../assets/icons.svg#icon-chevronDown" > < / use > < / svg > Accessors< / h2 > < / summary > < section > < 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 = "../assets/icons.svg#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@4.21.0/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 = "../assets/icons.svg#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@4.21.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:159< / li > < / ul > < / aside > < / li > < / ul > < / section > < / section > < / details > < details class = "tsd-panel-group tsd-member-group tsd-accordion" open > < summary class = "tsd-accordion-summary" data-key = "section-Methods" > < h2 > < svg width = "20" height = "20" viewBox = "0 0 24 24" fill = "none" > < use href = "../assets/icons.svg#icon-chevronDown" > < / use > < / svg > Methods< / h2 > < / summary > < section > < 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 = "../assets/icons.svg#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-parame
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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 class = "tsd-anchor-link" > < a id = "Doc-1" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-1" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 class = "tsd-anchor-link" > < a id = "Doc-2" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-2" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 > < span > < 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 > < / span > < / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / li > < li class = "tsd-description" > < section class = "tsd-panel" > < h4 > Type Pa
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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 > < span > < 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 > < / span > < div class = "tsd-comment tsd-typography" > < p > New tensor to be assigned to this variable.< / p >
< / 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 class = "tsd-anchor-link" > < a id = "Doc-3" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-3" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / h4 > < / div > < aside class = "tsd-sources" > < ul > < li > Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/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 = "asType" class = "tsd-anchor" > < / a > < h3 class = "tsd-anchor-link" > < span > as< wbr / > Type< / span > < a href = "#asType" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / h3 > < ul class = "tsd-signatures tsd-is-inherited" > < li class = "tsd-signature tsd-anchor-link" > < a id = "asType.asType-1" class = "tsd-anchor" > < / a > < span class = "tsd-kind-call-signature" > as< wbr / > Type< / span > < span class = "tsd-signature-symbol" > < < / span > < a class = "tsd-signature-type tsd-kind-type-parameter" href = "tf.Variable.html#asType.asType-1.T-16" > 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" > 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#asType.asType-1.T-16" > T< / a > < a href = "#asType.asType-1" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#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 > < span > < a id = "asType.asType-1.T-16" 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 > < / span > < / li > < / ul > < / section > < div class = "tsd-parameters" > < h4 class = "tsd-parameters-title" > Parameters< / h4 > < ul class = "tsd-parameter-list" > < li > < span > < span class = "tsd-kind-parameter" > this< / span > : < a class = "tsd-signature-type tsd-kind-type-parameter" href = "tf.Variable.html#asType.asType-1.T-16" > T< / a > < / span > < / li > < li > < span > < span class = "tsd-kind-parameter" > dtype< / span > : < span class = "tsd-signature-keyword" > keyof < / span > < span class = "tsd-signature-type" > DataTypeMap< / span > < / span > < / li > < / ul > < / div > < h4 class = "tsd-returns-title" > Returns < a class = "tsd-signature-type tsd-kind-type-parameter" href = "tf.Variable.html#asType.asType-1.T-16" > T< / a > < / h4 > < aside class = "tsd-sources" > < p > Inherited from < a href = "tf.Tensor-1.html" > Tensor< / a > .< a href = "tf.Tensor-1.html#asType" > asType< / a > < / p > < ul > < li > Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/as_type.d.ts:21< / 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 = "../assets/icons.svg#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 cla
< / div > < section class = "tsd-panel" > < h4 > Type Parameters< / h4 > < ul class = "tsd-type-parameter-list" > < li > < span > < 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 > < / span > < / 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 class = "tsd-anchor-link" > < a id = "Doc-4" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-4" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 >
< / div > < section class = "tsd-panel" > < h4 > Type Parameters< / h4 > < ul class = "tsd-type-parameter-list" > < li > < span > < 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 > < / span > < / 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 class = "tsd-anchor-link" > < a id = "Doc-5" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-5" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 >
< / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 > < span > < 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 > < / span > < / li > < / ul > < / section > < div class = "tsd-parameters" > < h4 class = "tsd-parameters-title" > Parameters< / h4 > < ul class = "tsd-parameter-list" > < li > < span > < span class = "tsd-kind-parameter" > dtype< / span > : < span class = "tsd-signature-keyword" > keyof < / span > < span class = "tsd-signature-type" > DataTypeMap< / span > < / span > < / 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@4.21.0/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 = "../assets/icons.svg#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" > < sv
< / div > < section class = "tsd-panel" > < h4 > Type Parameters< / h4 > < ul class = "tsd-type-parameter-list" > < li > < span > < 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 > < / span > < / li > < / ul > < / section > < div class = "tsd-parameters" > < h4 class = "tsd-parameters-title" > Parameters< / h4 > < ul class = "tsd-parameter-list" > < li > < span > < 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 > < / span > < / 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 class = "tsd-anchor-link" > < a id = "Doc-6" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-6" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 > < span > < 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 > < / span > < / li > < / ul > < / section > < div class = "tsd-parameters" > < h4 class = "tsd-parameters-title" > Parameters< / h4 > < ul class = "tsd-parameter-list" > < li > < span > < 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 > < / span > < / li > < li > < span > < code class = "tsd-tag" > Optional< / code > < span class = "tsd-kind-parameter" > axis< / span > : < span class = "t
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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 > < span > < 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 > < / span > < / 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 class = "tsd-anchor-link" > < a id = "Doc-7" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-7" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 > < span > < 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 > < / span > < / 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 class = "tsd-anchor-link" > < a id = "Doc-8" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-8" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 >
< p > For WebGL backend, the data will be stored on a densely packed texture.
This means that the texture will use the RGBA channels to store value.< / p >
< p > For WebGPU backend, the data will be stored on a buffer. There is no
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 > < span > < code class = "tsd-tag" > Optional< / code > < span class = "tsd-kind-parameter" > options< / span > : < span class = "tsd-signature-type" > DataToGPUWebGLOption< / span > < / span > < / 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
its information.
{
tensorRef: The tensor that is associated with this texture,
texture: WebGLTexture,
texShape: [number, number] // [height, width]
}< / p >
< pre > < code > For WebGPU backend, a GPUData contains the new buffer.
{
tensorRef: The tensor that is associated with this buffer,
buffer: GPUBuffer,
}
Remember to dispose the GPUData after it is used by
`res.tensorRef.dispose()`.
< / code > < / pre >
< div class = "tsd-comment tsd-typography" > < h4 class = "tsd-anchor-link" > < a id = "Doc-9" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-9" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 > < span > < 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 > < / span > < / li > < / ul > < / section > < div class = "tsd-parameters" > < h4 class = "tsd-parameters-title" > Parameters< / h4 > < ul class = "tsd-parameter-list" > < li > < span > < span class = "tsd-kind-parameter" > blockSize< / span > : < span class = "tsd-signature-type" > number< / span > < / span > < / li > < li > < span > < 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 > < / span > < / 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@4.21.0/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 = "../assets/icons.svg#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
< / div > < h4 class = "tsd-returns-title" > Returns < span class = "tsd-signature-type" > void< / span > < / h4 > < div class = "tsd-comment tsd-typography" > < h4 class = "tsd-anchor-link" > < a id = "Doc-10" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-10" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 > < span > < 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 > < / span > < / li > < / ul > < / section > < div class = "tsd-parameters" > < h4 class = "tsd-parameters-title" > Parameters< / h4 > < ul class = "tsd-parameter-list" > < li > < span > < 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 > < / span > < / 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@4.21.0/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 = "../assets/icons.svg#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
< / div > < div class = "tsd-parameters" > < h4 class = "tsd-parameters-title" > Parameters< / h4 > < ul class = "tsd-parameter-list" > < li > < span > < code class = "tsd-tag" > Optional< / code > < span class = "tsd-kind-parameter" > verbose< / span > : < span class = "tsd-signature-type" > boolean< / span > < / span > < div class = "tsd-comment tsd-typography" > < p > Whether to print verbose information about the tensor,
including dtype and size.< / p >
< / 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 class = "tsd-anchor-link" > < a id = "Doc-11" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-11" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / 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@4.21.0/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 = "../assets/icons.svg#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 = "../assets/icons.svg#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 > < span > < 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 > < / span > < / li > < / ul > < / section > < div class = "tsd-parameters" > < h4 class = "tsd-parameters-title" > Parameters< / h4 > < ul class = "tsd-parameter-list" > < li > < span > < 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 > < / span > < / li > < li > < span > < code class = "tsd-tag" > 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 > < / span > < / li > < li > < span > < code class = "tsd-tag" > Optional< / code > < span class = "tsd-kind-parameter" > keepDims< / span > : < span class = "tsd-signature-type" > boolean< / span > < / span > < / 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@4.21.0/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 = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / h3 > < ul class = "tsd-signatures tsd-is-inherited" > < li class = "tsd-signature tsd-anc
< / div > < div class = "tsd-parameters" > < h4 class = "tsd-parameters-title" > Parameters< / h4 > < ul class = "tsd-parameter-list" > < li > < span > < code class = "tsd-tag" > Optional< / code > < span class = "tsd-kind-parameter" > verbose< / span > : < span class = "tsd-signature-type" > boolean< / span > < / span > < / li > < / ul > < / div > < h4 class = "tsd-returns-title" > Returns < span class = "tsd-signature-type" > string< / span > < / h4 > < div class = "tsd-comment tsd-typography" > < h4 class = "tsd-anchor-link" > < a id = "Doc-12" class = "tsd-anchor" > < / a > Doc< a href = "#Doc-12" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / 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@4.21.0/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 = "transpose" class = "tsd-anchor" > < / a > < h3 class = "tsd-anchor-link" > < span > transpose< / span > < a href = "#transpose" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / h3 > < ul class = "tsd-signatures tsd-is-inherited" > < li class = "tsd-signature tsd-anchor-link" > < a id = "transpose.transpose-1" class = "tsd-anchor" > < / a > < span class = "tsd-kind-call-signature" > transpose< / span > < span class = "tsd-signature-symbol" > < < / span > < a class = "tsd-signature-type tsd-kind-type-parameter" href = "tf.Variable.html#transpose.transpose-1.T-126" > T< / a > < span class = "tsd-signature-symbol" > > < / span > < span class = "tsd-signature-symbol" > (< / span > < span class = "tsd-kind-parameter" > perm< / 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#transpose.transpose-1.T-126" > T< / a > < a href = "#transpose.transpose-1" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#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 > < span > < a id = "transpose.transpose-1.T-126" 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 > < / span > < / li > < / ul > < / section > < div class = "tsd-parameters" > < h4 class = "tsd-parameters-title" > Parameters< / h4 > < ul class = "tsd-parameter-list" > < li > < span > < code class = "tsd-tag" > Optional< / code > < span class = "tsd-kind-parameter" > perm< / span > : < span class = "tsd-signature-type" > number< / span > < span class = "tsd-signature-symbol" > []< / span > < / span > < / li > < / ul > < / div > < h4 class = "tsd-returns-title" > Returns < a class = "tsd-signature-type tsd-kind-type-parameter" href = "tf.Variable.html#transpose.transpose-1.T-126" > T< / a > < / h4 > < aside class = "tsd-sources" > < p > Inherited from < a href = "tf.Tensor-1.html" > Tensor< / a > .< a href = "tf.Tensor-1.html#transpose" > transpose< / a > < / p > < ul > < li > Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/public/chained_ops/transpose.d.ts:21< / li > < / ul > < / aside > < / li > < / ul > < / section > < section class = "tsd-panel tsd-member tsd-is-inherited" > < a id = "unique" class = "tsd-anchor" > < / a > < h3 class = "tsd-anchor-link" > < span > unique< / span > < a href = "#unique" aria-label = "Permalink" class = "tsd-anchor-icon" > < svg viewBox = "0 0 24 24" > < use href = "../assets/icons.svg#icon-anchor" > < / use > < / svg > < / a > < / h3 > < ul class = "tsd-signatures tsd-is-inherited" > < li class = "tsd-signature tsd-anchor-link" > < a id = "unique.unique-1" class = "tsd-anchor" > < / a > < span class = "tsd-kind-call-signature" > unique< / span > < span class = "tsd-signature-symbol" > < < / span > < a class = "tsd-signature-type tsd-kind-type-parameter" href = "tf.Variable.html#unique.unique-1.
