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Make logging period configurable via TRAINER.LOG_PERIOD #5394

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Make logging period configurable via TRAINER.LOG_PERIOD #5394

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VishalJ99
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@VishalJ99 VishalJ99 commented Nov 16, 2024 •
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What does this PR do?

Makes logging period configurable via TRAINER.LOG_PERIOD config value.

Previously, the logging period was hardcoded. Making this configurable allows users to:

  • Debug training by viewing metrics at every iteration (period=1).
  • Fine-tune logging granularity based on their needs.

Changes Made

  • Added TRAINER.LOG_PERIOD config option in detectron2/config/defaults.py with default value of 20 to maintain backward compatibility.
  • Added unit test to verify the config is respected.

Testing

Added unit test test_log_period that verifies:

  • Custom log period value is properly passed to the PeriodicWriter hook.

Make logging period configurable via TRAINER.LOG_PERIOD
2be7fd2 
Previously, the logging period was hardcoded. Making this configurable via
TRAINER.LOG_PERIOD allows users to:
- Debug training by viewing metrics at every iteration (period=1)
- Reduce logging frequency for long training runs
- Fine-tune logging granularity based on their needs

The default value of 20 maintains backward compatibility while providing
flexibility through configuration.

Changes:
- Added TRAINER.LOG_PERIOD config option
- Added unit test to verify configuration works
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@VishalJ99
Update test_trainer.py
5d59525 
Remove unrelated inline comment.
@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Nov 16, 2024
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