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Billion-Scale ANN Benchmarks, NeurIPS 2023

run all nb cells; rerender markdown and rankings #830

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run all nb cells; rerender markdown and rankings

run all nb cells; rerender markdown and rankings #830

Run time

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Job Run time
build (faiss, random-filter-s, filter)
11m 49s
build (wm_filter, random-filter-s, filter)
29m 2s
build (dhq, random-filter-s, filter)
4m 55s
build (hwtl_sdu_anns_filter, random-filter-s, filter)
3m 27s
build (parlayivf, random-filter-s, filter)
8m 31s
build (linscan, sparse-small, sparse)
6m 50s
build (nle, sparse-small, sparse)
15m 9s
build (diskann, random-xs, streaming)
7m 45s
build (diskann, random-xs, ood)
8m 35s
build (cufe, random-s, filter)
11m 55s
build (cufe, sparse-small, sparse)
7m 11s
build (vamana, random-xs, ood)
6m 20s
build (cufe, random-xs, ood)
8m 43s
build (fdufilterdiskann, random-filter-s, filter)
4m 24s
build (faissplus, random-filter-s, filter)
12m 13s
build (shnsw, sparse-small, sparse)
8m 15s
build (sustech-ood, random-xs, ood)
12m 8s
build (epsearch, random-xs, ood)
12m 14s
build (mysteryann, random-xs, ood)
4m 43s
build (hwtl_sdu_anns_stream, random-xs, streaming)
5m 42s
build (cufe, random-xs, streaming)
7m 58s
build (sustech-whu, sparse-small, sparse)
3m 26s
build (pyanns, sparse-small, sparse)
3m 45s
build (pyanns, random-filter-s, filter)
9m 15s
build (mysteryann-dif, random-xs, ood)
5m 3s
build (pyanns, random-xs, streaming)
7m 52s
build (ngt, random-xs, ood)
7m 31s
build (pyanns, random-xs, ood)
6m 18s
build (puck, random-xs, streaming)
10m 59s
build (puck, random-filter-s, filter)
11m 38s
build (puck, random-xs, ood)
10m 46s
build (pinecone, random-filter-s, filter)
4m 16s
build (zilliz, random-xs, ood)
4m 23s
build (zilliz, sparse-small, sparse)
3m 32s
build (zilliz, random-filter-s, filter)
3m 45s
4h 50m 18s