openvino.runtime.opset14.fake_convert

openvino.runtime.opset14.fake_convert(data: Union[openvino._pyopenvino.Node, int, float, numpy.ndarray], scale: Union[openvino._pyopenvino.Node, int, float, numpy.ndarray], shift: Optional[Union[openvino._pyopenvino.Node, int, float, numpy.ndarray]] = None, destination_type: Literal['f8e4m3', 'f8e5m2'] = 'f8e4m3', name: Optional[str] = None) → openvino._pyopenvino.Node

Return a node which performs FakeConvert.

FakeConvert is experimental and may change in the future. .. warning:: FakeConvert is experimental and may change in the future.

Parameters

• data – The node with data tensor with FP16, BF16 or FP32 datatype.

• scale – Tensor with a scale factor for the data input value, of the same type as the data, and shape Numpy-broadcastable to data.

• shift – Optional tensor with value to subtract before and add after conversion of the data input value, of the same type as the data, and shape Numpy-broadcastable to data.

• destination_type – Type to emulate, string of either “f8e4m3” or “f8e5m2”.

• name – The optional new name for output node.

Returns

The new node performing FakeConvert operation.