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Adding The Pytorch Profiling Activity #982

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Adding The Pytorch Profiling Activity #982

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@pranayasinghcsmpl pranayasinghcsmpl commented Jan 9, 2025 •
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Fixes #639

Proposed Changes

  • Added Profiling in the run command
  • Added Torch Profiler that prints cpu_time_total for both CPU & GPU

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.

@pranayasinghcsmpl pranayasinghcsmpl requested a review from a team as a code owner January 9, 2025 09:49
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Better code profiling
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@pranayasinghcsmpl