onert::backend::train::ops::SoftMaxLayer Class Reference

#include <SoftMaxLayer.h>

Collaboration diagram for onert::backend::train::ops::SoftMaxLayer:

Public Member Functions
	SoftMaxLayer ()
void	configureBackward (IPortableTensor *back_prop_input, const IPortableTensor *back_prop_output)
void	forward (bool training) override
void	backward () override
Public Member Functions inherited from onert::exec::train::ITrainableFunction
virtual	~ITrainableFunction ()=default
virtual std::optional< backend::train::LayerScopeTensors >	registerLayerScopeTensors ()
Public Member Functions inherited from onert::backend::cpu::ops::SoftMaxLayer
	SoftMaxLayer ()
void	softmaxFloat32 ()
template<typename T >
void	softmaxQuant8 ()
void	configure (const IPortableTensor *input, const float beta, IPortableTensor *output)
void	run () override
Public Member Functions inherited from onert::exec::IFunction
virtual	~IFunction ()=default
virtual void	prepare ()

Additional Inherited Members
Protected Attributes inherited from onert::backend::cpu::ops::SoftMaxLayer
const IPortableTensor *	_input
IPortableTensor *	_output

Detailed Description

Definition at line 28 of file SoftMaxLayer.h.

Constructor & Destructor Documentation

SoftMaxLayer()

onert::backend::train::ops::SoftMaxLayer::SoftMaxLayer

(

)

Definition at line 26 of file SoftMaxLayer.cc.

  : cpu::ops::SoftMaxLayer(), _back_prop_input{nullptr}, _back_prop_output{nullptr}
{
  // DO NOTHING
}

Member Function Documentation

backward()

void onert::backend::train::ops::SoftMaxLayer::backward ( )

overridevirtual

Implements onert::exec::train::ITrainableFunction.

Definition at line 41 of file SoftMaxLayer.cc.

{
  assert(_back_prop_output->data_type() == _input->data_type());
  switch (_back_prop_output->data_type())
  {
    case OperandType::FLOAT32:
    {
      nnfw::cker::train::SoftMaxGrad(
        getShape(_output), getBuffer<float>(_output), getShape(_back_prop_output),
        getBuffer<float>(_back_prop_output), getShape(_back_prop_input),
        getBuffer<float>(_back_prop_input));
      break;
    }
    default:
      throw std::runtime_error("train SoftMaxLayer: unsupported data type");
  }
}

References onert::backend::cpu::ops::SoftMaxLayer::_input, onert::backend::cpu::ops::SoftMaxLayer::_output, onert::backend::IPortableTensor::data_type(), onert::backend::train::ops::getShape(), and nnfw::cker::train::SoftMaxGrad().

configureBackward()

void onert::backend::train::ops::SoftMaxLayer::configureBackward	(	IPortableTensor *	back_prop_input,
		const IPortableTensor *	back_prop_output
	)

Definition at line 32 of file SoftMaxLayer.cc.

{
  _back_prop_input = back_prop_input;
  _back_prop_output = back_prop_output;
}

forward()

void onert::backend::train::ops::SoftMaxLayer::forward ( bool  training )

overridevirtual

Implements onert::exec::train::ITrainableFunction.

Definition at line 39 of file SoftMaxLayer.cc.

{ cpu::ops::SoftMaxLayer::run(); }

References onert::backend::cpu::ops::SoftMaxLayer::run().

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

• runtime/onert/backend/train/ops/SoftMaxLayer.h
• runtime/onert/backend/train/ops/SoftMaxLayer.cc