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MLPerf Storage v3.0

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@FileSystemGuy FileSystemGuy released this 17 Sep 00:26
· 35 commits to main since this release
v3.0
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Learn about vigilant mode.

Frozen final release of the MLPerf Storage v3.0 benchmark suite (package version 3.0.46).

This release pins the exact code used for the v3.0 submission round and for generating the published v3.0 results. No further changes will be made to the v3.0 codebase.

Benchmarks

  • Training: unet3d, retinanet (closed/open); cosmoflow, resnet50, dlrm, flux (whatif)
  • Checkpointing: llama3-8b, llama3-70b, llama3-405b, llama3-1t
  • Vector database
  • KV cache

Install

pip install "mlpstorage[full] @ git+https://github.com/mlcommons/storage.git@v3.0"

Since v3.0-rc1: 113 commits, including the submission checker, report generator, mlpstorage validate, the complete --help_all command reference, and the system-description schema rules.

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