ConvertQuantizeDequantize transformation replaces following graph: FakeQuantize->Convert->Convert->Subtract->Multiply with a single FakeQuantize. Restrictions: More...

#include <convert_quantize_dequantize.hpp>

Inheritance diagram for ngraph::pass::ConvertQuantizeDequantize:

Data Fields
	NGRAPH_RTTI_DECLARATION

Detailed Description

ConvertQuantizeDequantize transformation replaces following graph: FakeQuantize->Convert->Convert->Subtract->Multiply with a single FakeQuantize. Restrictions:

quantized data type must be i8 or u8
'levels' attribute to FakeQuantize must be equal to 256
(output_low, output_high) must be (-128, 127) or (0, 256) (depends on sign of quantized data type)
'zero_point' and 'scale' must be broadcastable to FakeQuantize's output

The documentation for this class was generated from the following file:

/home/jenkins/agent/workspace/openvino/documentation/upload_documentation/ovino_doc/build/_tmp_docs/openvino/inference-engine/src/transformations/include/transformations/common_optimizations/convert_quantize_dequantize.hpp

Data Fields

Detailed Description