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fwiw faiss, although a bit unwieldy, has an optimized full scan search built into it as well
by zackangelo 2y ago
fwiw faiss, although a bit unwieldy, has an optimized full scan search built into it as well
- ashvardanian 2y agoYes, it does, but it may be somewhat limited. If you need AVX2 float32 kernels for cosine distance, you are in luck. If you want dynamic dispatch from 200+ SIMD kernels across 4 generations of AVX-512 (Skylake-X, Ice Lake, Sapphire Rapids, and AMD Genoa), AVX2, Arm NEON, Arm SVE, and SVE2 for different mixed-precision distance functions, you may find other options more capable :)
- zackangelo 2y agolol good to know! I've had the luxury of only needing the first one :)