source=https://archive.ics.uci.edu/ml/machine-learning-databases/pendigits/pendigits.tra sha256=e2b9eb9f0d0467e2b64a4816a3420edf2b8043447576f4b84337aba44a9f97d3
source=https://archive.ics.uci.edu/ml/machine-learning-databases/pendigits/pendigits.tes sha256=8bd03229c5c5291fefe43e45465dd948d2645bf23328b9d993e0b777666b2015
module=yiwnagmolu/moonhnsw version=0.12.4
runtime=v24.21.0 platform=win32/x64 cpu=AMD Ryzen 7 5800H with Radeon Graphics
Finished. moon: ran 3 tasks, now up to date
Artifacts:
  yiwnagmolu/moonhnsw/benchmarks/real  js  E:\moonbit\moonhnsw\_build\js\release\build\benchmarks\real\real.js
dataset=pendigits train=7494 queries=200 dim=16 k=10
metric=L2 storage=Float32 build_ms=4478.17 payload_MiB=1.34 est_MiB=1.54
  exact: median_qps=846.78 dists/query=7494 checksum=12163605438
  ef=64: id_recall@10=0.9995 tie_recall@10=1 median_qps=7172.24 dists/query=349.95 checksum=12178297584
  ef=128: id_recall@10=0.999 tie_recall@10=1 median_qps=3976.89 dists/query=487.06 checksum=12178561815
  ef=256: id_recall@10=0.999 tie_recall@10=1 median_qps=2709.62 dists/query=713.98 checksum=12179412183
metric=L2 storage=SQ8 build_ms=3235.73 payload_MiB=1 est_MiB=1.17
  ef=64: id_recall@10=0.993 tie_recall@10=0.994 median_qps=8583.54 dists/query=349.99 checksum=12136913205
  ef=128: id_recall@10=0.993 tie_recall@10=0.994 median_qps=4628.4 dists/query=487.38 checksum=12136913205
  ef=256: id_recall@10=0.993 tie_recall@10=0.994 median_qps=2823.78 dists/query=714.58 checksum=12136913205
metric=InnerProduct storage=Float32 build_ms=7972.83 payload_MiB=1.14 est_MiB=1.34
  exact: median_qps=933.57 dists/query=7494 checksum=12316516017
  ef=64: id_recall@10=0.993 tie_recall@10=0.993 median_qps=6094.74 dists/query=616.35 checksum=12305555661
  ef=128: id_recall@10=0.9995 tie_recall@10=0.9995 median_qps=3188.83 dists/query=882.47 checksum=12309358947
  ef=256: id_recall@10=1 tie_recall@10=1 median_qps=1953.42 dists/query=1264.31 checksum=12313889097
metric=Cosine storage=Float32 build_ms=3059.58 payload_MiB=1.34 est_MiB=1.54
  exact: median_qps=1785.21 dists/query=7494 checksum=12385675479
  ef=64: id_recall@10=1 tie_recall@10=1 median_qps=10830.25 dists/query=347.19 checksum=12385675479
  ef=128: id_recall@10=1 tie_recall@10=1 median_qps=5713.49 dists/query=482.5 checksum=12385675479
  ef=256: id_recall@10=1 tie_recall@10=1 median_qps=2415.01 dists/query=706.27 checksum=12385675479
