#include <StandardGpuResources.h>

Inheritance diagram for faiss::gpu::StandardGpuResources:

Public Member Functions
void	noTempMemory ()

void	setTempMemory (size_t size)

void	setTempMemoryFraction (float fraction)

void	setPinnedMemory (size_t size)

void	setDefaultStream (int device, cudaStream_t stream)
	Called to change the stream for work ordering.

void	setDefaultNullStreamAllDevices ()

void	initializeForDevice (int device) override
	Internal system calls.

cublasHandle_t	getBlasHandle (int device) override
	Returns the cuBLAS handle that we use for the given device.

cudaStream_t	getDefaultStream (int device) override

std::vector< cudaStream_t >	getAlternateStreams (int device) override
	Returns the set of alternative streams that we use for the given device.

DeviceMemory &	getMemoryManager (int device) override
	Returns the temporary memory manager for the given device.

std::pair< void *, size_t >	getPinnedMemory () override
	Returns the available CPU pinned memory buffer.

cudaStream_t	getAsyncCopyStream (int device) override
	Returns the stream on which we perform async CPU <-> GPU copies.

Public Member Functions inherited from faiss::gpu::GpuResources
cublasHandle_t	getBlasHandleCurrentDevice ()
	Calls getBlasHandle with the current device.

cudaStream_t	getDefaultStreamCurrentDevice ()
	Calls getDefaultStream with the current device.

void	syncDefaultStream (int device)

void	syncDefaultStreamCurrentDevice ()
	Calls syncDefaultStream for the current device.

std::vector< cudaStream_t >	getAlternateStreamsCurrentDevice ()
	Calls getAlternateStreams for the current device.

DeviceMemory &	getMemoryManagerCurrentDevice ()
	Calls getMemoryManager for the current device.

cudaStream_t	getAsyncCopyStreamCurrentDevice ()
	Calls getAsyncCopyStream for the current device.

Detailed Description

Default implementation of GpuResources that allocates a cuBLAS stream and 2 streams for use, as well as temporary memory

Definition at line 23 of file StandardGpuResources.h.

Member Function Documentation

cudaStream_t faiss::gpu::StandardGpuResources::getDefaultStream ( int device )

overridevirtual

Returns the stream that we order all computation on for the given device

Implements faiss::gpu::GpuResources.

Definition at line 211 of file StandardGpuResources.cpp.

void faiss::gpu::StandardGpuResources::noTempMemory ( )

Disable allocation of temporary memory; all temporary memory requests will call cudaMalloc / cudaFree at the point of use

Definition at line 76 of file StandardGpuResources.cpp.

void faiss::gpu::StandardGpuResources::setDefaultNullStreamAllDevices ( )

Called to change the work ordering streams to the null stream for all devices

Definition at line 115 of file StandardGpuResources.cpp.

void faiss::gpu::StandardGpuResources::setPinnedMemory ( size_t size )

Set amount of pinned memory to allocate, for async GPU <-> CPU transfers

Definition at line 94 of file StandardGpuResources.cpp.

void faiss::gpu::StandardGpuResources::setTempMemory ( size_t size )

Specify that we wish to use a certain fixed size of memory on all devices as temporary memory

Definition at line 81 of file StandardGpuResources.cpp.

void faiss::gpu::StandardGpuResources::setTempMemoryFraction ( float fraction )

Specify that we wish to use a certain fraction of memory on all devices as temporary memory

Definition at line 87 of file StandardGpuResources.cpp.

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

/data/users/matthijs/github_faiss/faiss/gpu/StandardGpuResources.h
/data/users/matthijs/github_faiss/faiss/gpu/StandardGpuResources.cpp

Public Member Functions

Detailed Description

Member Function Documentation