#include <smooth_nesterov.hxx>

Inheritance diagram for opengm::NesterovAcceleratedGradient< GM, ACC >:

Collaboration diagram for opengm::NesterovAcceleratedGradient< GM, ACC >:

Public Types
typedef trws_base::SmoothingBasedInference< GM, ACC >	parent

typedef ACC	AccumulationType

typedef GM	GraphicalModelType

typedef parent::Storage	Storage

typedef Storage::DDVectorType	DDVectorType

typedef parent::SumProdSolver	SumProdSolver

typedef parent::MaxSumSolver	MaxSumSolver

typedef parent::PrimalBoundEstimator	PrimalBoundEstimator

typedef Nesterov_Parameter< GM >	Parameter

typedef visitors::VerboseVisitor< NesterovAcceleratedGradient< GM, ACC > >	VerboseVisitorType

typedef visitors::TimingVisitor< NesterovAcceleratedGradient< GM, ACC > >	TimingVisitorType

typedef visitors::EmptyVisitor< NesterovAcceleratedGradient< GM, ACC > >	EmptyVisitorType

Public Types inherited from opengm::trws_base::SmoothingBasedInference< GM, ACC >
typedef Inference< GM, ACC >	parent

typedef ACC	AccumulationType

typedef GM	GraphicalModelType

typedef trws_base::DecompositionStorage< GM >	Storage

typedef trws_base::SumProdTRWS< GM, ACC >	SumProdSolver

typedef trws_base::MaxSumTRWS< GM, ACC >	MaxSumSolver

typedef PrimalLPBound< GM, ACC >	PrimalBoundEstimator

typedef TRWS_Reparametrizer< Storage, ACC >	ReparametrizerType

typedef SmoothingStrategy< GM, ACC >	SmoothingStrategyType

typedef SmoothingBasedInference_Parameter< GM >	Parameter

Public Types inherited from opengm::Inference< GM, ACC >
typedef GM	GraphicalModelType

typedef ACC	AccumulationType

typedef GraphicalModelType::LabelType	LabelType

typedef GraphicalModelType::IndexType	IndexType

typedef GraphicalModelType::ValueType	ValueType

typedef GraphicalModelType::OperatorType	OperatorType

typedef GraphicalModelType::FactorType	FactorType

typedef GraphicalModelType::IndependentFactorType	IndependentFactorType

typedef GraphicalModelType::FunctionIdentifier	FunctionIdentifier

Public Member Functions
	NesterovAcceleratedGradient (const GraphicalModelType &gm, const Parameter &param)

template<class VISITOR >
InferenceTermination	infer (VISITOR &visitor)

std::string	name () const

InferenceTermination	infer ()

Public Member Functions inherited from opengm::trws_base::SmoothingBasedInference< GM, ACC >
	SmoothingBasedInference (const GraphicalModelType &gm, const Parameter &param)

virtual	~SmoothingBasedInference ()

InferenceTermination	arg (std::vector< LabelType > &out, const size_t=1) const
	output a solution More...

const GraphicalModelType &	graphicalModel () const

ValueType	bound () const
	return a bound on the solution More...

ValueType	value () const
	return the solution (value) More...

ValueType	UpdateSmoothDualEstimates (ValueType smoothingValue, ValueType *pderivativeValue)

void	getTreeAgreement (std::vector< bool > &out, std::vector< LabelType > plabeling=0, std::vector< std::vector< LabelType > > ptreeLabelings=0)

Storage &	getDecompositionStorage ()

const MaxSumSolver::FactorProperties &	getFactorProperties () const

ReparametrizerType *	getReparametrizer (const typename ReparametrizerType::Parameter &params=typename ReparametrizerType::Parameter())

InferenceTermination	marginal (const IndexType varID, IndependentFactorType &out)

template<class VISITOR >
opengm::InferenceTermination	_Presolve (VISITOR &visitor, size_t *piterCounter)

Public Member Functions inherited from opengm::Inference< GM, ACC >
virtual	~Inference ()

virtual void	setStartingPoint (typename std::vector< LabelType >::const_iterator)
	set initial labeling More...

virtual InferenceTermination	args (std::vector< std::vector< LabelType > > &) const

virtual InferenceTermination	marginal (const size_t, IndependentFactorType &) const
	output a solution for a marginal for a specific variable More...

virtual InferenceTermination	factorMarginal (const size_t, IndependentFactorType &) const
	output a solution for a marginal for all variables connected to a factor More...

InferenceTermination	constrainedOptimum (std::vector< IndexType > &, std::vector< LabelType > &, std::vector< LabelType > &) const

InferenceTermination	modeFromMarginal (std::vector< LabelType > &) const

InferenceTermination	modeFromFactorMarginal (std::vector< LabelType > &) const

Public Attributes
	OPENGM_GM_TYPE_TYPEDEFS

Public Attributes inherited from opengm::trws_base::SmoothingBasedInference< GM, ACC >
	OPENGM_GM_TYPE_TYPEDEFS

Additional Inherited Members
Protected Member Functions inherited from opengm::trws_base::SmoothingBasedInference< GM, ACC >
template<class VISITOR >
InferenceTermination	_Presolve (VISITOR &visitor, size_t *piterCounter=0)

template<class VISITOR >
size_t	_EstimateStartingSmoothing (VISITOR &visitor)

bool	_UpdateSmoothing (ValueType primalBound, ValueType dualBound, ValueType smoothDualBound, ValueType derivativeValue, size_t iterationCounterPlus1=0)
	returns number of oracle calls; More...

ValueType	_EstimateRhoDerivative () const

ValueType	_FastEstimateRhoDerivative () const

void	_UpdatePrimalEstimator ()

void	_SelectOptimalBoundsAndLabeling ()

bool	_isLPBoundComputed () const

bool	_CheckStoppingCondition (InferenceTermination *)

Protected Attributes inherited from opengm::trws_base::SmoothingBasedInference< GM, ACC >
Parameter	_parameters

Storage	_storage

SumProdSolver	_sumprodsolver

MaxSumSolver	_maxsumsolver

PrimalBoundEstimator	_estimator

ValueType	_bestPrimalLPbound

ValueType	_bestPrimalBound

ValueType	_bestDualBound

ValueType	_bestIntegerBound

std::vector< LabelType >	_bestIntegerLabeling

SmoothingStrategyType *	psmoothingStrategy

SumProdSolver::OutputContainerType	_marginalsTemp