mayya-sharipova commented on PR #12962: URL: https://github.com/apache/lucene/pull/12962#issuecomment-1894402548
I have done more experiments with different `interval` values: Cohere 786 dims: 1M vectors, k=10, fanout=90 | Interval | Avg visited nodes | QPS | Recall| | ---: | ---: | ---: | ---: | | 255 | 10283| 959| 0.946| | 511 | 11455| 912| 0.956| | 1023 | 12241| 888| 0.963| 1M vectors, k=100, fanout=900 | Interval | Avg visited nodes | QPS | Recall| | ---: | ---: | ---: | ---: | | 255 | 28175| 286| 0.978| | 511 | 32410| 231| 0.982| | 1023 | 38929| 193| 0.985| 10M vectors, k=10, fanout=90 | Interval | Avg visited nodes | QPS | Recall| | ---: | ---: | ---: | ---: | | 255 | 18325| 567| 0.906| | 511 | 20108| 518| 0.919| | 1023 | 22041| 472| 0.932| 10M vectors, k=100, fanout=900 | Interval | Avg visited nodes | QPS | Recall| | ---: | ---: | ---: | ---: | | 255 | 58543| 157| 0.958| | 511 | 66518| 134| 0.966| | 1023 | 78740| 115| 0.972| -- 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: [email protected] For queries about this service, please contact Infrastructure at: [email protected] --------------------------------------------------------------------- To unsubscribe, e-mail: [email protected] For additional commands, e-mail: [email protected]
