Inheritance diagram for faiss::gpu::GpuIndex:

Public Member Functions
	GpuIndex (GpuResources *resources, int device, int dims, faiss::MetricType metric)

int	getDevice () const

GpuResources *	getResources ()

virtual void	add (faiss::Index::idx_t, float const *)=0

Public Member Functions inherited from faiss::Index
	Index (idx_t d=0, MetricType metric=METRIC_INNER_PRODUCT)

virtual void	train (idx_t n, const float *x)

virtual void	add_with_ids (idx_t n, const float x, const long xids)

virtual void	search (idx_t n, const float x, idx_t k, float distances, idx_t *labels) const =0

virtual void	range_search (idx_t n, const float x, float radius, RangeSearchResult result) const

void	assign (idx_t n, const float x, idx_t labels, idx_t k=1)

virtual void	reset ()=0
	removes all elements from the database.

virtual long	remove_ids (const IDSelector &sel)

virtual void	reconstruct (idx_t key, float *recons) const

virtual void	reconstruct_n (idx_t i0, idx_t ni, float *recons) const

void	compute_residual (const float x, float residual, idx_t key) const

void	display () const

virtual std::string	get_typename () const

virtual void	set_typename ()=0

Protected Attributes
GpuResources *	resources_
	Manages streans, cuBLAS handles and scratch memory for devices.

int	device_
	The GPU device we are resident on.

Additional Inherited Members
Public Types inherited from faiss::Index
typedef long	idx_t
	all indices are this type

Public Attributes inherited from faiss::Index
std::string	index_typename

int	d
	vector dimension

idx_t	ntotal
	total nb of indexed vectors

bool	verbose
	verbosity level

bool	is_trained
	set if the Index does not require training, or if training is done already

MetricType	metric_type
	type of metric this index uses for search

Detailed Description

Definition at line 20 of file GpuIndex.h.

Member Function Documentation

virtual void faiss::gpu::GpuIndex::add	(	faiss::Index::idx_t	n,
		float const *	x
	)

pure virtual

Add n vectors of dimension d to the index.

Vectors are implicitly assigned labels ntotal .. ntotal + n - 1 This function slices the input vectors in chuncks smaller than blocksize_add and calls add_core.

Parameters

x	input matrix, size n * d

Implements faiss::Index.

Implemented in faiss::gpu::GpuIndexFlat, and faiss::gpu::GpuIndexIVF.

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

/data/users/matthijs/github_faiss/faiss/gpu/GpuIndex.h
/data/users/matthijs/github_faiss/faiss/gpu/GpuIndex.cu

Public Member Functions

Protected Attributes

Additional Inherited Members

Detailed Description

Member Function Documentation