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Billion-Scale ANN Benchmarks, NeurIPS 2023

Add support for pgvector's hnsw (0.7.4) and generic support for Postgres (16) indexes #821

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Add support for pgvector's hnsw (0.7.4) and generic support for Postgres (16) indexes

Add support for pgvector's hnsw (0.7.4) and generic support for Postgres (16) indexes #821

Run time

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Job Run time
build (faiss, random-filter-s, filter)
10m 56s
build (wm_filter, random-filter-s, filter)
27m 47s
build (dhq, random-filter-s, filter)
2m 42s
build (hwtl_sdu_anns_filter, random-filter-s, filter)
1m 25s
build (parlayivf, random-filter-s, filter)
6m 20s
build (linscan, sparse-small, sparse)
4m 51s
build (nle, sparse-small, sparse)
13m 54s
build (diskann, random-xs, streaming)
5m 41s
build (diskann, random-xs, ood)
6m 10s
build (cufe, random-s, filter)
10m 53s
build (cufe, sparse-small, sparse)
5m 11s
build (vamana, random-xs, ood)
4m 11s
build (cufe, random-xs, ood)
6m 2s
build (fdufilterdiskann, random-filter-s, filter)
2m 36s
build (faissplus, random-filter-s, filter)
11m 37s
build (shnsw, sparse-small, sparse)
6m 34s
build (sustech-ood, random-xs, ood)
10m 43s
build (epsearch, random-xs, ood)
10m 25s
build (mysteryann, random-xs, ood)
3m 9s
build (hwtl_sdu_anns_stream, random-xs, streaming)
3m 42s
build (cufe, random-xs, streaming)
6m 1s
build (sustech-whu, sparse-small, sparse)
1m 37s
build (pyanns, sparse-small, sparse)
2m 17s
build (pyanns, random-filter-s, filter)
7m 30s
build (mysteryann-dif, random-xs, ood)
3m 2s
build (pyanns, random-xs, streaming)
7m 36s
build (ngt, random-xs, ood)
5m 49s
build (pyanns, random-xs, ood)
4m 37s
build (puck, random-xs, streaming)
8m 59s
build (puck, random-filter-s, filter)
11m 35s
build (puck, random-xs, ood)
8m 36s
build (pinecone, random-filter-s, filter)
3m 12s
build (zilliz, random-xs, ood)
2m 19s
build (zilliz, sparse-small, sparse)
1m 45s
build (zilliz, random-filter-s, filter)
3m 36s
3h 53m 20s