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Faster Update (#148)

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* stash

* stash

* add std err in add and trace progress

* fix.

* docs

* style: format

* docs

* better figs

* better figs

* update results

* fotmat

---------

Co-authored-by: yichuan-w <yichuan-w@users.noreply.github.com>
This commit is contained in:
Andy Lee
2025-11-05 13:37:47 -08:00
committed by GitHub
parent 366984e92e
commit d4f5f2896f
9 changed files with 2328 additions and 4 deletions
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5
benchmarks/update/offline_vs_update.csv Normal file
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run_id,scenario,max_initial,num_updates,k,total_time_s,add_total_s,search_time_s,emb_time_s,makespan_s,model_name,embedding_mode,distance_metric
20251024-141607,A,300,1,10,3.273957,3.050168,0.097825,0.017339,0.0,sentence-transformers/all-MiniLM-L6-v2,sentence-transformers,mips
20251024-141607,B,300,1,10,0.0,0.0,0.111892,0.007869,0.112635,sentence-transformers/all-MiniLM-L6-v2,sentence-transformers,mips
20251025-160652,A,300,5,10,5.061945,4.805962,0.123271,0.015008,0.0,sentence-transformers/all-MiniLM-L6-v2,sentence-transformers,mips
20251025-160652,B,300,5,10,0.0,0.0,0.101809,0.008817,0.102447,sentence-transformers/all-MiniLM-L6-v2,sentence-transformers,mips
1 run_id scenario max_initial num_updates k total_time_s add_total_s search_time_s emb_time_s makespan_s model_name embedding_mode distance_metric
2 20251024-141607 A 300 1 10 3.273957 3.050168 0.097825 0.017339 0.0 sentence-transformers/all-MiniLM-L6-v2 sentence-transformers mips
3 20251024-141607 B 300 1 10 0.0 0.0 0.111892 0.007869 0.112635 sentence-transformers/all-MiniLM-L6-v2 sentence-transformers mips
4 20251025-160652 A 300 5 10 5.061945 4.805962 0.123271 0.015008 0.0 sentence-transformers/all-MiniLM-L6-v2 sentence-transformers mips
5 20251025-160652 B 300 5 10 0.0 0.0 0.101809 0.008817 0.102447 sentence-transformers/all-MiniLM-L6-v2 sentence-transformers mips