ImpactLoss::L1 Class Reference

#include <ImpactLoss.h>

Detailed Description

L1 loss over feature vectors: mean absolute difference.

Definition at line 214 of file ImpactLoss.h.

Inheritance diagram for ImpactLoss::L1:

Public Member Functions
	L1 ()
void	updateValue (torch::Tensor &fixedOutput, torch::Tensor &movingOutput) override
torch::Tensor	updateValueAndGetGradientModulator (torch::Tensor &fixedOutput, torch::Tensor &movingOutput) override
Public Member Functions inherited from ImpactLoss::Loss
virtual torch::Tensor	GetDerivative (double N) const
virtual double	GetValue (double N) const
virtual void	initialize (torch::Tensor &output)
	Loss (bool isLossNormalized)
virtual Loss &	operator+= (const Loss &other)
void	reset ()
void	setNumberOfParameters (int numberOfParameters)
void	updateDerivativeInJacobianMode (torch::Tensor &jacobian, torch::Tensor &nonZeroJacobianIndices)
virtual void	updateValueAndDerivativeInStaticMode (torch::Tensor &fixedOutput, torch::Tensor &movingOutput, torch::Tensor &jacobian, torch::Tensor &nonZeroJacobianIndices)
virtual	~Loss ()=default

Additional Inherited Members
Protected Attributes inherited from ImpactLoss::Loss
torch::Tensor	m_Derivative
bool	m_Initialized = false
int	m_NumberOfParameters
double	m_Value

Constructor & Destructor Documentation

L1()

ImpactLoss::L1::L1 ( )

inline

Definition at line 217 of file ImpactLoss.h.

Member Function Documentation

updateValue()

void ImpactLoss::L1::updateValue ( torch::Tensor & fixedOutput, torch::Tensor & movingOutput )

inlineoverridevirtual

Implements ImpactLoss::Loss.

Definition at line 222 of file ImpactLoss.h.

updateValueAndGetGradientModulator()

torch::Tensor ImpactLoss::L1::updateValueAndGetGradientModulator ( torch::Tensor & fixedOutput, torch::Tensor & movingOutput )

inlineoverridevirtual

Implements ImpactLoss::Loss.

Definition at line 229 of file ImpactLoss.h.