<ul><li>Meta and NVIDIA collaborated to accelerate vector search on GPUs by integrating NVIDIA cuVS into Faiss v1.10.</li><li>NVIDIA cuVS outperforms classic GPU-accelerated search for IVF indexing, reducing build times by up to 4.7x and search latency by up to 8.1x.</li><li>For graph indexing, CUDA ANN Graph (CAGRA) outperforms CPU HNSW build times by up to 12.3x and reduces search latency by up to 4.7x.</li><li>Faiss 1.10.0 includes NVIDIA cuVS algorithms, offering users the choice between Faiss classic GPU implementations and newer cuVS algorithms for efficient vector search.</li></ul>

Accelerating GPU indexes in Faiss with NVIDIA cuVS

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