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faiss::gpu::FlatIndex Class Reference

Holder of GPU resources for a particular flat index. More...

Public Member Functions

 FlatIndex (GpuResources *res, int dim, bool l2Distance, bool useFloat16)
 
bool getUseFloat16 () const
 
int getSize () const
 Returns the number of vectors we contain.
 
int getDim () const
 
Tensor< float, 2, true > & getVectorsFloat32Ref ()
 Returns a reference to our vectors currently in use.
 
DeviceTensor< float, 2, true > getVectorsFloat32Copy (cudaStream_t stream)
 
DeviceTensor< float, 2, true > getVectorsFloat32Copy (int from, int num, cudaStream_t stream)
 Returns only a subset of the vectors.
 
void query (Tensor< float, 2, true > &vecs, int k, Tensor< float, 2, true > &outDistances, Tensor< int, 2, true > &outIndices, bool exactDistance, int tileSize=-1)
 
void add (const float *data, int numVecs, cudaStream_t stream)
 
void reset ()
 Free all storage.
 

Detailed Description

Holder of GPU resources for a particular flat index.

Definition at line 23 of file FlatIndex.cuh.

Member Function Documentation

void faiss::gpu::FlatIndex::add ( const float *  data,
int  numVecs,
cudaStream_t  stream 
)

Add vectors to ourselves; the pointer passed can be on the host or the device

Definition at line 177 of file FlatIndex.cu.

DeviceTensor< float, 2, true > faiss::gpu::FlatIndex::getVectorsFloat32Copy ( cudaStream_t  stream)

Performs a copy of the vectors on the given device, converting as needed from float16

Definition at line 73 of file FlatIndex.cu.


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