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MLPerf Logging

MLPerf Compliance Logging Utilities and Helper Functions

Installation

Use one of the following ways to install.

  • For development, you may download the latest version and install from local path:

    git clone https://github.com/mlperf/logging.git mlperf-logging
pip install -e mlperf-logging

  • Install from github at a specific commit (Replace TAG_OR_COMMIT_HASH with actual tag or commit hash):

    pip install "git+https://github.com/mlperf/logging.git@TAG_OR_COMMIT_HASH"

Uninstall:

pip uninstall mlperf-logging

Packages

  • mllog: MLPerf logging library
  • compliance checker: utility checking compliance of MLPerf log
  • system_desc_checker: utility checking compliance of system description json file
  • rcp_checker: utility running convergence checks in submission directories
  • package_checker: top-level checker for a package, it calls compliance checker, system desc checker, and rcp checker
  • result_summarizer: utility that parses package and prints out result summary
  • repo_checker: utility that checks source code files for github compliance

Instructions

A submission needs to pass the package checker and run the result summarizer. For submission 2.1 (latest) you can do that with. For previous versions use the respective verify script.

./scripts/verify_for_v2.1_training.sh <submission_directory>

If you want to run the individual utilities/checker, please check the README files in the respective subdirectories.