source=https://archive.ics.uci.edu/ml/machine-learning-databases/letter-recognition/letter-recognition.data sha256=2b89f3602cf768d3c8355267d2f13f2417809e101fc2b5ceee10db19a60de6e2
module=yiwnagmolu/moonhnsw version=0.12.4
runtime=v24.21.0 platform=win32/x64 cpu=AMD Ryzen 7 5800H with Radeon Graphics
Finished. moon: no work to do
Artifacts:
  yiwnagmolu/moonhnsw/benchmarks/real  js  E:\moonbit\moonhnsw\_build\js\release\build\benchmarks\real\real.js
dataset=letters train=16000 queries=200 dim=16 k=10
metric=L2 storage=Float32 build_ms=13563.74 payload_MiB=2.88 est_MiB=3.23
  exact: median_qps=331.63 dists/query=16000 checksum=26622092151
  ef=64: id_recall@10=0.9445 tie_recall@10=1 median_qps=5040.97 dists/query=487.5 checksum=27278608035
  ef=128: id_recall@10=0.951 tie_recall@10=1 median_qps=2777.09 dists/query=766 checksum=26892464730
  ef=256: id_recall@10=0.948 tie_recall@10=1 median_qps=1581.41 dists/query=1245.48 checksum=27065125347
metric=L2 storage=SQ8 build_ms=8695.27 payload_MiB=2.14 est_MiB=2.48
  ef=64: id_recall@10=0.939 tie_recall@10=0.994 median_qps=8438.14 dists/query=471.99 checksum=26880842631
  ef=128: id_recall@10=0.9385 tie_recall@10=0.9945 median_qps=3722.05 dists/query=742.85 checksum=26888500956
  ef=256: id_recall@10=0.937 tie_recall@10=0.9945 median_qps=2130.47 dists/query=1212.26 checksum=26901550908
metric=InnerProduct storage=Float32 build_ms=20855.58 payload_MiB=2.33 est_MiB=2.68
  exact: median_qps=473.15 dists/query=16000 checksum=30298992717
  ef=64: id_recall@10=0.986 tie_recall@10=0.9985 median_qps=4447.96 dists/query=1111.74 checksum=30514070787
  ef=128: id_recall@10=0.985 tie_recall@10=0.9995 median_qps=2553.14 dists/query=1700.47 checksum=30768854256
  ef=256: id_recall@10=0.989 tie_recall@10=0.9995 median_qps=1494.59 dists/query=2488.89 checksum=30495393165
metric=Cosine storage=Float32 build_ms=8225.03 payload_MiB=2.88 est_MiB=3.23
  exact: median_qps=847.19 dists/query=16000 checksum=26484342720
  ef=64: id_recall@10=0.9905 tie_recall@10=1 median_qps=7794.93 dists/query=471.82 checksum=26619306750
  ef=128: id_recall@10=0.992 tie_recall@10=1 median_qps=3790.76 dists/query=748 checksum=26513036385
  ef=256: id_recall@10=0.994 tie_recall@10=1 median_qps=1923.51 dists/query=1215.21 checksum=26529658302
