operators

Additional or modified QDQ operators on top of ORT quantized operators.

Classes

QDQConvTranspose	QDQ for ConvTranspose operator.
QDQNormalization	By default, ORT does not quantize Normalization ops.

class QDQConvTranspose

Bases: QDQOperatorBase

QDQ for ConvTranspose operator.

__init__(onnx_quantizer, onnx_node)

ConvTranspose quantizer init.

quantize()

Main function to quantize the ConvTranspose ops.

class QDQNormalization

Bases: QDQOperatorBase

By default, ORT does not quantize Normalization ops. This module is intended to help with that.

Note. QDQOperatorBase is not sufficient for dynamic input only quantization.

__init__(onnx_quantizer, onnx_node)

Normalization quantizer init.

quantize()

Main function to quantize the Normalization ops.