mayya-sharipova commented on PR #862: URL: https://github.com/apache/lucene/pull/862#issuecomment-1115093505
I've run benchmarks on 2 datasets: baseline – main branch candidate – this PR: Indexing time was the same or slightly better. Recall slightly increased: 1-3% QPS slightly decreased --- **glove-100-angular M:16 efConstruction:100** | | baseline recall | baseline QPS | candidate recall | candidate QPS | | ----------- | --------------: | -----------: | ---------------: | ------------: | | n_cands=10 | 0.463 | 3742.506 | 0.476 | 3743.109 | | n_cands=20 | 0.529 | 3191.042 | 0.541 | 2954.978 | | n_cands=40 | 0.603 | 2576.537 | 0.617 | 2681.529 | | n_cands=80 | 0.682 | 1877.982 | 0.696 | 1629.359 | | n_cands=120 | 0.721 | 1492.808 | 0.737 | 1447.522 | | n_cands=200 | 0.766 | 1099.154 | 0.784 | 1093.390 | | n_cands=400 | 0.818 | 672.911 | 0.834 | 667.136 | | n_cands=600 | 0.845 | 489.292 | 0.859 | 478.109 | | n_cands=800 | 0.862 | 383.402 | 0.875 | 383.488 | --- **sift-128-euclidean M:16 efConstruction:500** | | baseline recall | baseline QPS | candidate recall | candidate QPS | | ----------- | --------------: | -----------: | ---------------: | ------------: | | n_cands=10 | 0.747 | 3891.531 | 0.753 | 3304.833 | | n_cands=20 | 0.817 | 3359.364 | 0.819 | 2879.256 | | n_cands=40 | 0.889 | 2590.605 | 0.887 | 2280.737 | | n_cands=80 | 0.944 | 1798.558 | 0.941 | 1648.794 | | n_cands=120 | 0.964 | 1383.721 | 0.963 | 1377.711 | | n_cands=200 | 0.983 | 973.862 | 0.981 | 917.995 | | n_cands=400 | 0.994 | 586.816 | 0.993 | 548.358 | | n_cands=600 | 0.997 | 427.128 | 0.996 | 408.959 | | n_cands=800 | 0.998 | 341.178 | 0.997 | 316.840 | -- 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
