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.
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build_wheel.yml on mlcommons/logging
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