Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:124
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:139
Constructors
constructor
new Tensor< R > ( shape: ShapeMap [ R ] , dtype: keyof DataTypeMap , dataId: object , id: number ) : Tensor < R >
Parameters
shape: ShapeMap [ R ]
dtype: keyof DataTypeMap
dataId: object
id: number
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:165
Properties
data Id
data Id: object
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:146
Readonly
dtype
dtype: keyof DataTypeMap
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:152
Readonly
id
id: number
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:141
Readonly
is Disposed
is Disposed: boolean
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:252
kept
kept: boolean
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:156
Readonly
rank
rank: number
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:166
Readonly
rank Type
rank Type: R
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:154
scope Id
scope Id: number
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:158
Readonly
shape
shape: ShapeMap [ R ]
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:148
Readonly
size
size: number
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:150
Readonly
strides
strides: number []
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:164
Methods
array
array( ) : Promise < ArrayMap [ R ] >
Returns Promise < ArrayMap [ R ] >
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:184
array Sync
array Sync( ) : ArrayMap [ R ]
Returns ArrayMap [ R ]
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:191
buffer
buffer< D > ( ) : Promise < TensorBuffer < R , D > >
Type Parameters
D extends keyof DataTypeMap = "float32"
Returns Promise < TensorBuffer < R , D > >
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:172
buffer Sync
buffer Sync< D > ( ) : TensorBuffer < R , D >
Type Parameters
D extends keyof DataTypeMap = "float32"
Returns TensorBuffer < R , D >
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:177
bytes
bytes( ) : Promise < Uint8Array | Uint8Array [] >
Returns Promise < Uint8Array | Uint8Array [] >
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:244
clone
clone< T > ( this: T ) : T
Returns T
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:267
data
data< D > ( ) : Promise < DataTypeMap [ D ] >
Type Parameters
D extends keyof DataTypeMap = NumericDataType
Returns Promise < DataTypeMap [ D ] >
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:198
data Sync
data Sync< D > ( ) : DataTypeMap [ D ]
Type Parameters
D extends keyof DataTypeMap = NumericDataType
Returns DataTypeMap [ D ]
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:242
data ToGPU
data ToGPU( options?: DataToGPUWebGLOption ) : GPUData
Parameters
Optional
options: DataToGPUWebGLOption
Returns GPUData
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:235
dispose
dispose( ) : void
Returns void
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:250
print
print( verbose?: boolean ) : void
Parameters
Optional
verbose: boolean
Returns void
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:262
throw If Disposed
throw If Disposed( ) : void
Returns void
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:253
to String
to String( verbose?: boolean ) : string
Parameters
Optional
verbose: boolean
Returns string
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:273
variable
variable( trainable?: boolean , name?: string , dtype?: keyof DataTypeMap ) : Variable < R >
Parameters
Optional
trainable: boolean
Optional
name: string
Optional
dtype: keyof DataTypeMap
Returns Variable < R >
Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.19.0/node_modules/@tensorflow/tfjs-core/dist/tensor.d.ts:274
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
.Doc