openvino.runtime.opset12.one_hot#

openvino.runtime.opset12.one_hot(indices: Node | int | float | ndarray, depth: Node | int | float | ndarray, on_value: Node | int | float | ndarray, off_value: Node | int | float | ndarray, axis: int, name: str | None = None) → Node#

Create node performing one-hot encoding on input data.

Parameters:

  • indices – Input tensor of rank N with indices of any supported integer data type.

  • depth – Scalar of any supported integer type that specifies number of classes and the size of one-hot dimension.

  • on_value – Scalar of any type that is the value that the locations in output tensor represented by indices in input take.

  • off_value – Scalar of any type that is the value that the locations not represented by indices in input take.

  • name – The optional name for new output node.

Returns:

New node performing one-hot operation.