Class ov::op::v13::FakeConvert#

class FakeConvert : public ov::op::Op#

FakeConvert performs element-wise quantization of input values into a set of values corresponding to a target low-precision type.

Note

FakeConvert is an experimental operation and subject to change.

Public Functions

FakeConvert(const ov::Output<ov::Node> &data, const ov::Output<ov::Node> &scale, std::string destination_type = "f8e4m3")#

Constructs FakeConvert operation (default shift).

Parameters:

  • data – The input data tensor.

  • scale – Tensor with a scale factor for the data input.

  • destination_type – The low precision type to be emulated.

FakeConvert(const ov::Output<ov::Node> &data, const ov::Output<ov::Node> &scale, const ov::Output<ov::Node> &shift, std::string destination_type = "f8e4m3")#

Constructs FakeConvert operation.

Parameters:

  • data – The input data tensor.

  • scale – Tensor with a scale factor for the data input.

  • shift – Tensor with a shift factor for the data input.

  • destination_type – The low precision type to be emulated.

FakeConvert(const ov::Output<ov::Node> &data, const ov::Output<ov::Node> &scale, const ov::element::Type &destination_type)#

Constructs FakeConvert operation (default shift).

Parameters:

  • data – The input data tensor.

  • scale – Tensor with a scale factor for the data input.

  • destination_type – The low precision type to be emulated.

FakeConvert(const ov::Output<ov::Node> &data, const ov::Output<ov::Node> &scale, const ov::Output<ov::Node> &shift, const ov::element::Type &destination_type)#

Constructs FakeConvert operation.

Parameters:

  • data – The input data tensor.

  • scale – Tensor with a scale factor for the data input.

  • shift – Tensor with a shift factor for the data input.

  • destination_type – The low precision type to be emulated.

virtual void validate_and_infer_types() override#

Verifies that attributes and inputs are consistent and computes output shapes and element types. Must be implemented by concrete child classes so that it can be run any number of times.

Throws if the node is invalid.

virtual bool has_evaluate() const override#

Allows to get information about availability of evaluate method for the current operation.