Accelerating Vector Search: NVIDIA cuVS IVF-PQ Part 1, Deep Dive – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-10T19:19:07Z http://www.open-lab.net/blog/feed/ Artem Chirkin <![CDATA[Accelerating Vector Search: NVIDIA cuVS IVF-PQ Part 1, Deep Dive]]> http://www.open-lab.net/blog/?p=81652 2024-10-03T21:19:09Z 2024-07-18T17:09:45Z In this post, we continue the series on accelerating vector search using NVIDIA cuVS. Our previous post in the series introduced IVF-Flat, a fast algorithm for...]]> In this post, we continue the series on accelerating vector search using NVIDIA cuVS. Our previous post in the series introduced IVF-Flat, a fast algorithm for...

In this post, we continue the series on accelerating vector search using NVIDIA cuVS. Our previous post in the series introduced IVF-Flat, a fast algorithm for accelerating approximate nearest neighbors (ANN) search on GPUs. We discussed how using an inverted file index (IVF) provides an intuitive way to reduce the complexity of the nearest neighbor search by limiting it to only a small subset of��

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