c1a4f8ae68
We now can do multiple query time parameters, but this sort of broke running multiple indexing loads. This corrects multiple indexing & search tests for the KnnIndexTester: Example output. ``` index_name index_type num_docs index_time(ms) force_merge_time(ms) num_segments ----------------------------------- ---------- -------- -------------- -------------------- ------------ corpus-quora-E5-small.fvec.flat ivf 100000 4386 4522 0 cohere-wikipedia-docs-768d.vec ivf 100000 7784 8331 0 corpus-dbpedia-entity-arctic-0.fvec ivf 100000 7513 8969 0 index_name index_type n_probe latency(ms) net_cpu_time(ms) avg_cpu_count QPS recall visited ----------------------------------- ---------- ------- ----------- ---------------- ------------- ------- ------ -------- corpus-quora-E5-small.fvec.flat ivf 10 0.87 0.00 0.00 1149.43 0.88 5511.60 corpus-quora-E5-small.fvec.flat ivf 20 0.73 0.00 0.00 1369.86 0.94 10101.70 corpus-quora-E5-small.fvec.flat ivf 30 0.76 0.00 0.00 1315.79 0.95 14382.15 corpus-quora-E5-small.fvec.flat ivf 40 0.84 0.00 0.00 1190.48 0.96 18554.68 corpus-quora-E5-small.fvec.flat ivf 50 0.99 0.00 0.00 1010.10 0.97 22609.69 cohere-wikipedia-docs-768d.vec ivf 10 0.39 0.00 0.00 2564.10 0.61 2567.00 cohere-wikipedia-docs-768d.vec ivf 20 0.53 0.00 0.00 1886.79 0.78 5017.25 cohere-wikipedia-docs-768d.vec ivf 30 0.66 0.00 0.00 1515.15 0.84 7486.77 cohere-wikipedia-docs-768d.vec ivf 40 0.80 0.00 0.00 1250.00 0.88 10177.80 cohere-wikipedia-docs-768d.vec ivf 50 0.95 0.00 0.00 1052.63 0.90 12744.67 corpus-dbpedia-entity-arctic-0.fvec ivf 10 0.48 0.00 0.00 2083.33 0.62 3302.07 corpus-dbpedia-entity-arctic-0.fvec ivf 20 0.66 0.00 0.00 1515.15 0.74 6333.91 corpus-dbpedia-entity-arctic-0.fvec ivf 30 0.78 0.00 0.00 1282.05 0.81 9545.16 corpus-dbpedia-entity-arctic-0.fvec ivf 40 0.93 0.00 0.00 1075.27 0.85 12786.62 corpus-dbpedia-entity-arctic-0.fvec ivf 50 1.08 0.00 0.00 925.93 0.87 15749.40 ``` |
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