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ANN benchmarks

Update qsgngt (#567) #629

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Update qsgngt (#567)

Update qsgngt (#567) #629

Run time

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Job Run time
unit-tests
1m 21s
annoy (random-xs-20-angular)
9m 44s
balltree (random-xs-20-angular)
2m 25s
bruteforce (random-xs-20-angular)
2m 30s
ckdtree (random-xs-20-angular)
2m 20s
descartes (random-xs-20-angular)
2m 30s
diskann (random-xs-20-angular)
2m 13s
dolphinnpy (random-xs-20-angular)
7m 34s
elasticsearch (random-xs-20-angular)
5m 8s
elastiknn (random-xs-20-angular)
4m 25s
expann (random-xs-20-angular)
3m 13s
faiss (random-xs-20-angular)
5m 19s
flann (random-xs-20-angular)
6m 32s
glass (random-xs-20-angular)
2m 18s
hnswlib (random-xs-20-angular)
3m 16s
kdtree (random-xs-20-angular)
2m 16s
kgn (random-xs-20-angular)
2m 22s
luceneknn (random-xs-20-angular)
2m 33s
milvus (random-xs-20-angular)
5m 47s
mrpt (random-xs-20-angular)
2m 27s
nndescent (random-xs-20-angular)
4m 3s
n2 (random-xs-20-angular)
3m 21s
nmslib (random-xs-20-angular)
4m 44s
onng_ngt (random-xs-20-angular)
14m 22s
opensearchknn (random-xs-20-angular)
7m 2s
panng_ngt (random-xs-20-angular)
8m 57s
parlayann (random-xs-20-angular)
6m 9s
pg_embedding (random-xs-20-angular)
5m 29s
pgvector (random-xs-20-angular)
4m 22s
pgvecto_rs (random-xs-20-angular)
7m 2s
pynndescent (random-xs-20-angular)
7m 17s
redisearch (random-xs-20-angular)
3m 45s
qdrant (random-xs-20-angular)
6m 25s
qg_ngt (random-xs-20-angular)
15m 49s
qsg_ngt (random-xs-20-angular)
2m 22s
scann (random-xs-20-angular)
4m 6s
sptag (random-xs-20-angular)
2m 25s
tinyknn (random-xs-20-angular)
2m 35s
vald (random-xs-20-angular)
7m 42s
vearch (random-xs-20-angular)
2m 36s
vespa (random-xs-20-angular)
4m 35s
voyager (random-xs-20-angular)
3m 18s
vsag (random-xs-20-angular)
3m 22s
weaviate (random-xs-20-angular)
3m 57s
pynndescent (random-xs-16-hamming)
7m 5s
datasketch (random-s-jaccard)
4m 16s
pynndescent (random-s-jaccard)
9m 36s
3h 52m 55s