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Consolidate init_seeds() #4849

Merged
merged 1 commit into from
Sep 18, 2021
Merged

Consolidate init_seeds() #4849

merged 1 commit into from
Sep 18, 2021

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glenn-jocher
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@glenn-jocher glenn-jocher commented Sep 18, 2021

πŸ› οΈ PR Summary

Made with ❀️ by Ultralytics Actions

🌟 Summary

Refined random seed initialization for better reproducibility and performance control.

πŸ“Š Key Changes

  • Removed init_torch_seeds function from utils/torch_utils.py.
  • Included random seed initialization directly in init_seeds within utils/general.py.
  • Added control over CUDA's cuDNN benchmarking and determinism settings based on the seed value.

🎯 Purpose & Impact

  • Ensures that users have consistent behavior when setting the seed for reproducibility purposes.
  • By adjusting cuDNN settings, users can now choose between faster execution with less reproducibility and slower execution with more reproducibility, useful for debugging or production environments.
  • Simplifies the codebase by removing redundant functions, potentially making it easier for users to understand and maintain the initialization process.

@glenn-jocher glenn-jocher merged commit 84bfa89 into master Sep 18, 2021
@glenn-jocher glenn-jocher deleted the update/init_seeds branch September 18, 2021 11:28
CesarBazanAV pushed a commit to CesarBazanAV/yolov5 that referenced this pull request Sep 29, 2021
BjarneKuehl pushed a commit to fhkiel-mlaip/yolov5 that referenced this pull request Aug 26, 2022
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