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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 #823

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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 #823

Run time

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Job Run time
build (faiss, random-filter-s, filter)
12m 25s
build (wm_filter, random-filter-s, filter)
29m 56s
build (dhq, random-filter-s, filter)
5m 32s
build (hwtl_sdu_anns_filter, random-filter-s, filter)
3m 54s
build (parlayivf, random-filter-s, filter)
8m 58s
build (linscan, sparse-small, sparse)
6m 46s
build (nle, sparse-small, sparse)
15m 31s
build (diskann, random-xs, streaming)
8m 15s
build (diskann, random-xs, ood)
8m 54s
build (cufe, random-s, filter)
12m 14s
build (cufe, sparse-small, sparse)
7m 16s
build (vamana, random-xs, ood)
6m 40s
build (cufe, random-xs, ood)
8m 13s
build (fdufilterdiskann, random-filter-s, filter)
4m 14s
build (faissplus, random-filter-s, filter)
12m 20s
build (shnsw, sparse-small, sparse)
8m 30s
build (sustech-ood, random-xs, ood)
12m 39s
build (epsearch, random-xs, ood)
12m 28s
build (mysteryann, random-xs, ood)
5m 11s
build (hwtl_sdu_anns_stream, random-xs, streaming)
6m 40s
build (cufe, random-xs, streaming)
8m 47s
build (sustech-whu, sparse-small, sparse)
3m 34s
build (pyanns, sparse-small, sparse)
4m 25s
build (pyanns, random-filter-s, filter)
10m 10s
build (mysteryann-dif, random-xs, ood)
5m 8s
build (pyanns, random-xs, streaming)
9m 42s
build (ngt, random-xs, ood)
7m 24s
build (pyanns, random-xs, ood)
7m 14s
build (puck, random-xs, streaming)
11m 6s
build (puck, random-filter-s, filter)
11m 56s
build (puck, random-xs, ood)
10m 34s
build (pinecone, random-filter-s, filter)
4m 13s
build (zilliz, random-xs, ood)
4m 47s
build (zilliz, sparse-small, sparse)
3m 47s
build (zilliz, random-filter-s, filter)
4m 3s
5h 3m 26s