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Lightning integration #991

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szmazurek
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Fixes #

Proposed Changes

  • moving gandlf logic to Lightning framework

Checklist

  • CONTRIBUTING guide has been followed.
  • PR is based on the current GaNDLF master .
  • Non-breaking change (does not break existing functionality): provide as many details as possible for any breaking change.
  • Function/class source code documentation added/updated (ensure typing is used to provide type hints, including and not limited to using Optional if a variable has a pre-defined value).
  • Code has been blacked for style consistency and linting.
  • If applicable, version information has been updated in GANDLF/version.py.
  • If adding a git submodule, add to list of exceptions for black styling in pyproject.toml file.
  • Usage documentation has been updated, if appropriate.
  • Tests added or modified to cover the changes; if coverage is reduced, please give explanation.
  • If customized dependency installation is required (i.e., a separate pip install step is needed for PR to be functional), please ensure it is reflected in all the files that control the CI, namely: python-test.yml, and all docker files [1,2,3].
  • The logging library is being used and no print statements are left.

szmazurek and others added 30 commits December 6, 2024 09:35
- basic primitves for lightning port
- added calculation of overall metrics
- added proper handling of data formats for both progress bar logging
  and gandlf custom logging
- added tests for regression and classification
- little refactoring of tests
Forward pass lightning - training pipeline
@szmazurek szmazurek requested a review from a team as a code owner March 7, 2025 10:37
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github-actions bot commented Mar 7, 2025

MLCommons CLA bot All contributors have signed the MLCommons CLA ✍️ ✅

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@sarthakpati sarthakpati marked this pull request as draft March 7, 2025 15:25
szmazurek and others added 5 commits March 7, 2025 17:12
No idea where it came from, had to just downsize the patch size. It is
caused during evaluation of efficient net, and not always
@szmazurek
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@benmalef can you help us with the code covergae? I think it is mostly related to the files that are no logner used and some lines in new code. Can you take a look?

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benmalef commented Apr 8, 2025

@benmalef can you help us with the code covergae? I think it is mostly related to the files that are no logner used and some lines in new code. Can you take a look?

Yes, of course. I will take a look. 😁

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3 participants