Struct faiss::gpu::GpuIndexIVFPQConfig

struct GpuIndexIVFPQConfig : public faiss::gpu::GpuIndexIVFConfig

Public Functions

inline GpuIndexIVFPQConfig()

Public Members

bool useFloat16LookupTables

Whether or not float16 residual distance tables are used in the list scanning kernels. When subQuantizers * 2^bitsPerCode > 16384, this is required.

bool usePrecomputedTables

Whether or not we enable the precomputed table option for search, which can substantially increase the memory requirement.

bool interleavedLayout

Use the alternative memory layout for the IVF lists WARNING: this is a feature under development, do not use!

bool useMMCodeDistance

Use GEMM-backed computation of PQ code distances for the no precomputed table version of IVFPQ. This is for debugging purposes, it should not substantially affect the results one way for another.

Note that MM code distance is enabled automatically if one uses a number of dimensions per sub-quantizer that is not natively specialized (an odd number like 7 or so).

IndicesOptions indicesOptions

Index storage options for the GPU.

GpuIndexFlatConfig flatConfig

Configuration for the coarse quantizer object.

int device

GPU device on which the index is resident.

MemorySpace memorySpace

What memory space to use for primary storage. On Pascal and above (CC 6+) architectures, allows GPUs to use more memory than is available on the GPU.