mayya-sharipova commented on PR #12962: URL: https://github.com/apache/lucene/pull/12962#issuecomment-1895612417
> It's also important to check the order of execution. For instance what happens if all segments are executed serially (rather than in parallel), does it changes the recall? @jimczi The results are below --- Sequential run cohere: 768 dims; interval: 255 ### 1M vectors k=10, fanout=90 | |Avg visited nodes | QPS | Recall| | :--- | ---: | ---: | ---: | | Baseline Single segment | 2033| 1212| 0.880| | Baseline 8 segments sequential | 13927| 175| 0.974| | Candidate_with_queue sequential | 9407| 269| 0.923| k=100, fanout=900 | |Avg visited nodes | QPS | Recall| | :--- | ---: | ---: | ---: | | Baseline Single segment | 13083| 167| 0.964| | Baseline 8 segments sequential | 81824| 28| 0.997| | Candidate_with_queue sequential | 36851| 62| 0.983| ### 10M vectors k=10, fanout=90 | |Avg visited nodes | QPS | Recall| | :--- | ---: | ---: | ---: | | Baseline Single segment | 2189| 984| 0.929| | Baseline 19 segments sequential | 37656| 59| 0.951| | Candidate_with_queue sequential | 17748| 121| 0.884| k=100, fanout=900 | |Avg visited nodes | QPS | Recall| | :--- | ---: | ---: | ---: | | Baseline Single segment | 15040| 122| 0.950| | Baseline 19 segments sequential | 229945| 9| 0.990| | Candidate_with_queue sequential | 77910| 27| 0.964| -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: issues-unsubscr...@lucene.apache.org For queries about this service, please contact Infrastructure at: us...@infra.apache.org --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@lucene.apache.org For additional commands, e-mail: issues-h...@lucene.apache.org
