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[FEA] Follow-up items for benchmarks PR #1367

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cjnolet opened this issue Mar 23, 2023 · 0 comments
Open
2 of 6 tasks

[FEA] Follow-up items for benchmarks PR #1367

cjnolet opened this issue Mar 23, 2023 · 0 comments
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feature request New feature or request

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@cjnolet
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cjnolet commented Mar 23, 2023

The initial version of our ANN benchmarks leaves some things to be desired. I'm capturing them here as a tracker so we can quickly follow-up on them (likely in 23.06 when things calm down a bit):

  • Convert pearl script to Python
  • Use RMM (and corresponding RAFT utilities) throughout benchmarking code
  • Port over Python client scripts (like run.py, install.py, and plot.py from big-ann-benchmarks.) [DOC] Simplify bench-ann scripts and documentation #1633
  • Use file/directory management functions in std library and remove mannual file management functions
  • Replace logging statements w/ RAFT logger
  • Check fp16 support (especially for FAISS)
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