TMVA::DNN::TCudaDeviceBuffer< AFloat > Class Template Reference

template<typename AFloat>
class TMVA::DNN::TCudaDeviceBuffer< AFloat >

TCudaDeviceBuffer.

Service class for on-device memory buffers. Uses std::shared_pointer with custom destructor to ensure consistent memory management and allow for easy copying/moving. A device buffer has an associated CUDA compute stream , which is used for implicit synchronization of data transfers.

Template Parameters

AFloat

The floating point type to be stored in the buffers.

Definition at line 27 of file CudaBuffers.h.

Classes
struct	TDestructor

Public Member Functions
	TCudaDeviceBuffer (size_t size)
	TCudaDeviceBuffer (size_t size, cudaStream_t stream)
	TCudaDeviceBuffer (AFloat *, size_t size, cudaStream_t stream)
	TCudaDeviceBuffer ()=default
	TCudaDeviceBuffer (const TCudaDeviceBuffer &)=default
	TCudaDeviceBuffer (TCudaDeviceBuffer &&)=default
void	CopyFrom (const TCudaHostBuffer< AFloat > &) const
void	CopyTo (const TCudaHostBuffer< AFloat > &) const
cudaStream_t	GetComputeStream () const
TCudaDeviceBuffer	GetSubBuffer (size_t offset, size_t size)
	Return sub-buffer of the current buffer. More...
	operator AFloat * () const
	Convert to raw device data pointer. More...
TCudaDeviceBuffer &	operator= (const TCudaDeviceBuffer &)=default
TCudaDeviceBuffer &	operator= (TCudaDeviceBuffer &&)=default
void	SetComputeStream (cudaStream_t stream)

Private Attributes
cudaStream_t	fComputeStream
	cudaStream for data transfer More...
struct TMVA::DNN::TCudaDeviceBuffer::TDestructor	fDestructor
std::shared_ptr< AFloat * >	fDevicePointer
	Pointer to the buffer data. More...
size_t	fOffset
	Offset for sub-buffers. More...
size_t	fSize

#include <TMVA/DNN/Architectures/Cuda/CudaBuffers.h>

Constructor & Destructor Documentation

TCudaDeviceBuffer() [1/6]

template<typename AFloat >

TMVA::DNN::TCudaDeviceBuffer< AFloat >::TCudaDeviceBuffer

(

size_t

size

)

Definition at line 75 of file CudaBuffers.cxx.

TCudaDeviceBuffer() [2/6]

template<typename AFloat >

TMVA::DNN::TCudaDeviceBuffer< AFloat >::TCudaDeviceBuffer	(	size_t	size,
		cudaStream_t	stream
	)

Definition at line 86 of file CudaBuffers.cxx.

TCudaDeviceBuffer() [3/6]

template<typename AFloat >

TMVA::DNN::TCudaDeviceBuffer< AFloat >::TCudaDeviceBuffer	(	AFloat *	devicePointer,
		size_t	size,
		cudaStream_t	stream
	)

Definition at line 97 of file CudaBuffers.cxx.

TCudaDeviceBuffer() [4/6]

template<typename AFloat>

TMVA::DNN::TCudaDeviceBuffer< AFloat >::TCudaDeviceBuffer ( )

default

TCudaDeviceBuffer() [5/6]

template<typename AFloat>

TMVA::DNN::TCudaDeviceBuffer< AFloat >::TCudaDeviceBuffer ( const TCudaDeviceBuffer< AFloat > &  )

default

TCudaDeviceBuffer() [6/6]

template<typename AFloat>

TMVA::DNN::TCudaDeviceBuffer< AFloat >::TCudaDeviceBuffer ( TCudaDeviceBuffer< AFloat > &&  )

default

Member Function Documentation

CopyFrom()

template<typename AFloat >

void TMVA::DNN::TCudaDeviceBuffer< AFloat >::CopyFrom

(

const TCudaHostBuffer< AFloat > &

buffer

)

const

Definition at line 127 of file CudaBuffers.cxx.

CopyTo()

template<typename AFloat >

void TMVA::DNN::TCudaDeviceBuffer< AFloat >::CopyTo

(

const TCudaHostBuffer< AFloat > &

buffer

)

const

Definition at line 136 of file CudaBuffers.cxx.

GetComputeStream()

template<typename AFloat>

cudaStream_t TMVA::DNN::TCudaDeviceBuffer< AFloat >::GetComputeStream ( ) const

inline

Definition at line 136 of file CudaBuffers.h.

GetSubBuffer()

template<typename AFloat >

TCudaDeviceBuffer< AFloat > TMVA::DNN::TCudaDeviceBuffer< AFloat >::GetSubBuffer	(	size_t	offset,
		size_t	size
	)

Return sub-buffer of the current buffer.

Definition at line 109 of file CudaBuffers.cxx.

operator AFloat *()

template<typename AFloat >

TMVA::DNN::TCudaDeviceBuffer< AFloat >::operator AFloat *

(

)

const

Convert to raw device data pointer.

Definition at line 120 of file CudaBuffers.cxx.

operator=() [1/2]

template<typename AFloat>

TCudaDeviceBuffer& TMVA::DNN::TCudaDeviceBuffer< AFloat >::operator= ( const TCudaDeviceBuffer< AFloat > &  )

default

operator=() [2/2]

template<typename AFloat>

TCudaDeviceBuffer& TMVA::DNN::TCudaDeviceBuffer< AFloat >::operator= ( TCudaDeviceBuffer< AFloat > &&  )

default

SetComputeStream()

template<typename AFloat>

void TMVA::DNN::TCudaDeviceBuffer< AFloat >::SetComputeStream ( cudaStream_t  stream )

inline

Definition at line 137 of file CudaBuffers.h.

Member Data Documentation

fComputeStream

template<typename AFloat>

cudaStream_t TMVA::DNN::TCudaDeviceBuffer< AFloat >::fComputeStream

private

cudaStream for data transfer

Definition at line 102 of file CudaBuffers.h.

fDestructor

template<typename AFloat>

struct TMVA::DNN::TCudaDeviceBuffer::TDestructor TMVA::DNN::TCudaDeviceBuffer< AFloat >::fDestructor

private

fDevicePointer

template<typename AFloat>

std::shared_ptr<AFloat *> TMVA::DNN::TCudaDeviceBuffer< AFloat >::fDevicePointer

private

Pointer to the buffer data.

Definition at line 103 of file CudaBuffers.h.

fOffset

template<typename AFloat>

size_t TMVA::DNN::TCudaDeviceBuffer< AFloat >::fOffset

private

Offset for sub-buffers.

Definition at line 100 of file CudaBuffers.h.

fSize

template<typename AFloat>

size_t TMVA::DNN::TCudaDeviceBuffer< AFloat >::fSize

private

Definition at line 101 of file CudaBuffers.h.

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

• tmva/tmva/inc/TMVA/DNN/Architectures/Cuda/CudaBuffers.h
• tmva/tmva/src/DNN/Architectures/Cuda/CudaBuffers.cxx