NVIDIA / NVIDIA/cuvs

[DOC] How can I use logger for CAGRA search to find number of hops?

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Description


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I am trying to work on the pylibraft and cuVS package. Specifically, I want to do some research on the cagra algorithm. And I need to get some intermediate information like how many times of comparison was done during cagra search. So, I wonder if you have some embedded logger in the pylibraft package and cuVS package maybe I can take advantage of. Furthermore, I found that cagra is equipped with a update_dataset method in pylibraft, but not in cuVS, is there some same method in cuVS?

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Research direction

Start by reviewing the pylibraft and cuVS CAGRA documentation and APIs for logging, search metrics, and dataset updates. Document whether intermediate comparison or hop counts can be obtained and whether cuVS provides an update_dataset equivalent; the issue is done when both questions have clear, verified answers.

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Assessment

Tech stack
python
Domain
documentation, search
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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