Interface TensorConstructor#

interface TensorConstructor {
    new TensorConstructor (type, shape): Tensor;
    new TensorConstructor (type, shape, tensorData): Tensor;
}

This interface contains constructors of the Tensor class.

The tensor memory is shared with the TypedArray. That is, the responsibility for maintaining the reference to the TypedArray lies with the user. Any action performed on the TypedArray will be reflected in this tensor memory.

Constructors#

constructor

  • new TensorConstructor(type, shape): Tensor

    It constructs a tensor using the element type and shape. The new tensor data will be allocated by default.

    new TensorConstructor(type, shape, tensorData): Tensor

    It constructs a tensor using the element type and shape. The new tensor wraps allocated host memory.

    • Parameters:

      • type: elementTypeString | element

        The element type of the new tensor.

      • shape: number[]

        The shape of the new tensor.

      • tensorData: SupportedTypedArray

        A subclass of TypedArray that will be wrapped by a Tensor

    • Returns: Tensor

    • Defined in: addon.ts:449

    new TensorConstructor(tensorData: string[]): Tensor;

    It constructs a string tensor. The strings from the array are used to fill tensor data. Each element of a string tensor is a string of arbitrary length.