mlcommons / mlcommons/inference
Release mlcommons inference submission tools as a Python package
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- Dominant language
- Python
- Stars
- 1.6k
- Forks
- 650
- Avg merge
- 1d 22h
- Merged PRs (30d)
- 6
Description
The Python code inside the "tools/submission" directory like log_parser and submission_checker are useful to be imported into other Python codes and this process can be simplified if they are released as a Python package. I'm not sure if we should do a separate package just for the submission tools or one common package for the inference-src which will include the accuracy related tools too for all the current inference benchmarks.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by inspecting the Python code under tools/submission, including log_parser and submission_checker, and review how the inference-src repository organizes its accuracy-related tools. Determine whether the submission tools should be a standalone package or part of a common inference-src package. Done means the packaging scope and importable package structure are defined and documented.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning, tooling
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100