Constructors constructor new Tensor< R > ( shape: ShapeMap [ R ] , dtype: keyof DataTypeMap , dataId: object , id: number ) : Tensor < R > Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:152 Type parameters Parameters shape: ShapeMap [ R ] dtype: keyof DataTypeMap dataId: object id: number Properties data Id data Id: object
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:133 Readonly dtypedtype: keyof DataTypeMap
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:139 Readonly idid: number
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:128 Readonly is Disposedis Disposed: boolean
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:202 kept kept: boolean
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:143 Readonly rankrank: number
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:153 Readonly rank Typerank Type: R
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:141 scope Id scope Id: number
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:145 Readonly shapeshape: ShapeMap [ R ]
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:135 Readonly sizesize: number
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:137 Readonly stridesstrides: number []
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:151 Methods array array( ) : Promise < ArrayMap [ R ] > Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:171 Returns Promise < ArrayMap [ R ] > array Sync Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:178 Returns ArrayMap [ R ] buffer buffer< D > ( ) : Promise < TensorBuffer < R , D > > Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:159 Type parameters D: keyof DataTypeMap = "float32" Returns Promise < TensorBuffer < R , D > > buffer Sync buffer Sync< D > ( ) : TensorBuffer < R , D > Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:164 Type parameters D: keyof DataTypeMap = "float32" Returns TensorBuffer < R , D > bytes bytes( ) : Promise < Uint8Array | Uint8Array [] > Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:194 Returns Promise < Uint8Array | Uint8Array [] > clone Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:217 Type parameters Returns T data data< D > ( ) : Promise < DataTypeMap [ D ] > Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:185 Type parameters D: keyof DataTypeMap = NumericDataType Returns Promise < DataTypeMap [ D ] > data Sync data Sync< D > ( ) : DataTypeMap [ D ] Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:192 Type parameters D: keyof DataTypeMap = NumericDataType Returns DataTypeMap [ D ] dispose Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:200 Returns void print print( verbose?: boolean ) : void Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:212 Parameters Optional verbose: boolean Returns void throw If Disposed Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:203 Returns void to String to String( verbose?: boolean ) : string Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:223 Parameters Optional verbose: boolean Returns string variable variable( trainable?: boolean , name?: string , dtype?: keyof DataTypeMap ) : Variable < R > Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.12.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:224 Parameters Optional trainable: boolean Optional name: string Optional dtype: keyof DataTypeMap Returns Variable < R > Legend Constructor Property Method Settings Theme OS Light Dark
A
tf.Tensor
object represents an immutable, multidimensional array of numbers that has a shape and a data type.For performance reasons, functions that create tensors do not necessarily perform a copy of the data passed to them (e.g. if the data is passed as a
Float32Array
), and changes to the data will change the tensor. This is not a feature and is not supported. To avoid this behavior, use the tensor before changing the input data or create a copy withcopy = tf.add(yourTensor, 0)
.See
tf.tensor
for details on how to create atf.Tensor
.{heading: 'Tensors', subheading: 'Classes'}