This class overrides some RooBatchComputeInterface functions, for the purpose of providing a cuda specific implementation of the library.

This class overrides some RooBatchComputeInterface functions, for the purpose of providing a CPU specific implementation of the library.

Definition at line 90 of file RooBatchCompute.cu.

Public Member Functions
	RooBatchComputeClass ()

	RooBatchComputeClass ()

Architecture	architecture () const override

Architecture	architecture () const override

std::string	architectureName () const override

std::string	architectureName () const override

void	compute (Config const &, Computer computer, std::span< double > output, VarSpan vars, ArgSpan extraArgs) override

void	compute (RooBatchCompute::Config const &cfg, Computer computer, std::span< double > output, VarSpan vars, ArgSpan extraArgs) override
	Compute multiple values using cuda kernels.

std::unique_ptr< AbsBufferManager >	createBufferManager () const

std::unique_ptr< AbsBufferManager >	createBufferManager () const override

void	cudaEventRecord (CudaInterface::CudaEvent , CudaInterface::CudaStream ) const override

void	cudaEventRecord (CudaInterface::CudaEvent event, CudaInterface::CudaStream stream) const override

bool	cudaStreamIsActive (CudaInterface::CudaStream *) const override

bool	cudaStreamIsActive (CudaInterface::CudaStream *stream) const override

void	cudaStreamWaitForEvent (CudaInterface::CudaStream , CudaInterface::CudaEvent ) const override

void	cudaStreamWaitForEvent (CudaInterface::CudaStream stream, CudaInterface::CudaEvent event) const override

void	deleteCudaEvent (CudaInterface::CudaEvent *) const override

void	deleteCudaEvent (CudaInterface::CudaEvent *event) const override

void	deleteCudaStream (CudaInterface::CudaStream *) const override

void	deleteCudaStream (CudaInterface::CudaStream *stream) const override

CudaInterface::CudaEvent *	newCudaEvent (bool forTiming) const override

CudaInterface::CudaEvent *	newCudaEvent (bool) const override

CudaInterface::CudaStream *	newCudaStream () const override

CudaInterface::CudaStream *	newCudaStream () const override

ReduceNLLOutput	reduceNLL (Config const &, std::span< const double > probas, std::span< const double > weights, std::span< const double > offsetProbas) override

ReduceNLLOutput	reduceNLL (RooBatchCompute::Config const &cfg, std::span< const double > probas, std::span< const double > weights, std::span< const double > offsetProbas) override

double	reduceSum (Config const &, InputArr input, size_t n) override

double	reduceSum (RooBatchCompute::Config const &cfg, InputArr input, size_t n) override
	Return the sum of an input array.

Public Member Functions inherited from RooBatchCompute::RooBatchComputeInterface
virtual	~RooBatchComputeInterface ()=default

Private Attributes
const std::vector< void(*)(Batches &)>	_computeFunctions

Inheritance diagram for RooBatchCompute::CUDA::RooBatchComputeClass:

[legend]

Constructor & Destructor Documentation

◆ RooBatchComputeClass() [1/2]

RooBatchCompute::CUDA::RooBatchComputeClass::RooBatchComputeClass ( )

inline

Definition at line 93 of file RooBatchCompute.cu.

◆ RooBatchComputeClass() [2/2]

RooBatchCompute::CUDA::RooBatchComputeClass::RooBatchComputeClass ( )

inline

Definition at line 86 of file RooBatchCompute.cxx.

Member Function Documentation

◆ architecture() [1/2]

Architecture RooBatchCompute::CUDA::RooBatchComputeClass::architecture ( ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 98 of file RooBatchCompute.cu.

◆ architecture() [2/2]

Architecture RooBatchCompute::CUDA::RooBatchComputeClass::architecture ( ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 92 of file RooBatchCompute.cxx.

◆ architectureName() [1/2]

std::string RooBatchCompute::CUDA::RooBatchComputeClass::architectureName ( ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 99 of file RooBatchCompute.cu.

◆ architectureName() [2/2]

std::string RooBatchCompute::CUDA::RooBatchComputeClass::architectureName ( ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 93 of file RooBatchCompute.cxx.

◆ compute() [1/2]

void RooBatchCompute::CUDA::RooBatchComputeClass::compute	(	Config const &	,
		Computer	computer,
		std::span< double >	output,
		VarSpan	vars,
		ArgSpan	extraArgs
	)

overridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

◆ compute() [2/2]

void RooBatchCompute::CUDA::RooBatchComputeClass::compute	(	RooBatchCompute::Config const &	cfg,
		Computer	computer,
		std::span< double >	output,
		VarSpan	vars,
		ArgSpan	extraArgs
	)

inlineoverridevirtual

Compute multiple values using cuda kernels.

Compute multiple values using optimized functions.

This method creates a Batches object and passes it to the correct compute function. The compute function is launched as a cuda kernel.

Parameters

computer	An enum specifying the compute function to be used.
output	The array where the computation results are stored.
vars	A std::span containing pointers to the variables involved in the computation.
extraArgs	An optional std::span containing extra double values that may participate in the computation.

This method creates a Batches object and passes it to the correct compute function. In case Implicit Multithreading is enabled, the events to be processed are equally divided among the tasks to be generated and computed in parallel.

Parameters

computer	An enum specifying the compute function to be used.
output	The array where the computation results are stored.
vars	A std::span containing pointers to the variables involved in the computation.
extraArgs	An optional std::span containing extra double values that may participate in the computation.

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 108 of file RooBatchCompute.cu.

◆ createBufferManager() [1/2]

std::unique_ptr< AbsBufferManager > RooBatchCompute::CUDA::RooBatchComputeClass::createBufferManager ( ) const

virtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 548 of file RooBatchCompute.cu.

◆ createBufferManager() [2/2]

std::unique_ptr< AbsBufferManager > RooBatchCompute::CUDA::RooBatchComputeClass::createBufferManager ( ) const

overridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

◆ cudaEventRecord() [1/2]

void RooBatchCompute::CUDA::RooBatchComputeClass::cudaEventRecord	(	CudaInterface::CudaEvent *	,
		CudaInterface::CudaStream *
	)		const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 117 of file RooBatchCompute.cxx.

◆ cudaEventRecord() [2/2]

void RooBatchCompute::CUDA::RooBatchComputeClass::cudaEventRecord	(	CudaInterface::CudaEvent *	event,
		CudaInterface::CudaStream *	stream
	)		const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 166 of file RooBatchCompute.cu.

◆ cudaStreamIsActive() [1/2]

bool RooBatchCompute::CUDA::RooBatchComputeClass::cudaStreamIsActive ( CudaInterface::CudaStream * ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 125 of file RooBatchCompute.cxx.

◆ cudaStreamIsActive() [2/2]

bool RooBatchCompute::CUDA::RooBatchComputeClass::cudaStreamIsActive ( CudaInterface::CudaStream * stream ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 174 of file RooBatchCompute.cu.

◆ cudaStreamWaitForEvent() [1/2]

void RooBatchCompute::CUDA::RooBatchComputeClass::cudaStreamWaitForEvent	(	CudaInterface::CudaStream *	,
		CudaInterface::CudaEvent *
	)		const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 121 of file RooBatchCompute.cxx.

◆ cudaStreamWaitForEvent() [2/2]

void RooBatchCompute::CUDA::RooBatchComputeClass::cudaStreamWaitForEvent	(	CudaInterface::CudaStream *	stream,
		CudaInterface::CudaEvent *	event
	)		const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 170 of file RooBatchCompute.cu.

◆ deleteCudaEvent() [1/2]

void RooBatchCompute::CUDA::RooBatchComputeClass::deleteCudaEvent ( CudaInterface::CudaEvent * ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 115 of file RooBatchCompute.cxx.

◆ deleteCudaEvent() [2/2]

void RooBatchCompute::CUDA::RooBatchComputeClass::deleteCudaEvent ( CudaInterface::CudaEvent * event ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 163 of file RooBatchCompute.cu.

◆ deleteCudaStream() [1/2]

void RooBatchCompute::CUDA::RooBatchComputeClass::deleteCudaStream ( CudaInterface::CudaStream * ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 116 of file RooBatchCompute.cxx.

◆ deleteCudaStream() [2/2]

void RooBatchCompute::CUDA::RooBatchComputeClass::deleteCudaStream ( CudaInterface::CudaStream * stream ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 164 of file RooBatchCompute.cu.

◆ newCudaEvent() [1/2]

CudaInterface::CudaEvent * RooBatchCompute::CUDA::RooBatchComputeClass::newCudaEvent ( bool forTiming ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 158 of file RooBatchCompute.cu.

◆ newCudaEvent() [2/2]

CudaInterface::CudaEvent * RooBatchCompute::CUDA::RooBatchComputeClass::newCudaEvent ( bool ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 113 of file RooBatchCompute.cxx.

◆ newCudaStream() [1/2]

CudaInterface::CudaStream * RooBatchCompute::CUDA::RooBatchComputeClass::newCudaStream ( ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 162 of file RooBatchCompute.cu.

◆ newCudaStream() [2/2]

CudaInterface::CudaStream * RooBatchCompute::CUDA::RooBatchComputeClass::newCudaStream ( ) const

inlineoverridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 114 of file RooBatchCompute.cxx.

◆ reduceNLL() [1/2]

ReduceNLLOutput RooBatchCompute::CUDA::RooBatchComputeClass::reduceNLL	(	Config const &	,
		std::span< const double >	probas,
		std::span< const double >	weights,
		std::span< const double >	offsetProbas
	)

overridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

◆ reduceNLL() [2/2]

ReduceNLLOutput RooBatchCompute::CUDA::RooBatchComputeClass::reduceNLL	(	RooBatchCompute::Config const &	cfg,
		std::span< const double >	probas,
		std::span< const double >	weights,
		std::span< const double >	offsetProbas
	)

overridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 291 of file RooBatchCompute.cu.

◆ reduceSum() [1/2]

double RooBatchCompute::CUDA::RooBatchComputeClass::reduceSum	(	Config const &	,
		InputArr	input,
		size_t	n
	)

overridevirtual

Implements RooBatchCompute::RooBatchComputeInterface.

◆ reduceSum() [2/2]

double RooBatchCompute::CUDA::RooBatchComputeClass::reduceSum	(	RooBatchCompute::Config const &	cfg,
		InputArr	input,
		size_t	n
	)

overridevirtual

Return the sum of an input array.

Implements RooBatchCompute::RooBatchComputeInterface.

Definition at line 276 of file RooBatchCompute.cu.

Member Data Documentation

◆ _computeFunctions

const std::vector< void(*)(Batches &)> RooBatchCompute::CUDA::RooBatchComputeClass::_computeFunctions

private

Definition at line 177 of file RooBatchCompute.cu.

roofit/batchcompute/src/RooBatchCompute.cu

roofit/batchcompute/src/RooBatchCompute.cxx

Public Member Functions

Private Attributes

Constructor & Destructor Documentation

◆ RooBatchComputeClass() [1/2]

◆ RooBatchComputeClass() [2/2]

Member Function Documentation

◆ architecture() [1/2]

◆ architecture() [2/2]

◆ architectureName() [1/2]

◆ architectureName() [2/2]

◆ compute() [1/2]

◆ compute() [2/2]

◆ createBufferManager() [1/2]

◆ createBufferManager() [2/2]

◆ cudaEventRecord() [1/2]

◆ cudaEventRecord() [2/2]

◆ cudaStreamIsActive() [1/2]

◆ cudaStreamIsActive() [2/2]

◆ cudaStreamWaitForEvent() [1/2]

◆ cudaStreamWaitForEvent() [2/2]

◆ deleteCudaEvent() [1/2]

◆ deleteCudaEvent() [2/2]

◆ deleteCudaStream() [1/2]

◆ deleteCudaStream() [2/2]

◆ newCudaEvent() [1/2]

◆ newCudaEvent() [2/2]

◆ newCudaStream() [1/2]

◆ newCudaStream() [2/2]

◆ reduceNLL() [1/2]

◆ reduceNLL() [2/2]

◆ reduceSum() [1/2]

◆ reduceSum() [2/2]

Member Data Documentation

◆ _computeFunctions