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@glenn-jocher glenn-jocher commented Aug 20, 2022

πŸ› οΈ PR Summary

Made with ❀️ by Ultralytics Actions

🌟 Summary

Enhancements to file downloading, code cleanup, and improved device selection logic in ultralytics/yolov5 repo.

πŸ“Š Key Changes

  • 🌍 Downloads: The curl command in downloads.py and general.py now includes a progress bar with -#.
  • 🧹 Code Quality: Simplification of for-loops in metrics.py and list comprehensions in plots.py.
  • πŸ”§ Exception handling in plots.py has been streamlined using contextlib.suppress.
  • πŸ› οΈ Device Selection: Logic in torch_utils.py now succinctly checks for GPU availability with improved conditions.
  • 🎨 Code Cleanup: Refactoring and simplifications are done in torch_utils.py for smartCrossEntropyLoss function.

🎯 Purpose & Impact

  • πŸš€ Improved User Experience: The progress bar during file downloads provides feedback, enhancing the user interface.
  • 🧼 Cleaner Code: Code simplifications make maintenance easier and improve readability for developers.
  • βš™οΈ Better Handling: Streamlined error suppression in plots minimizes unneeded try-except blocks, improving performance.
  • πŸ–₯️ Smoother Setup: Enhanced device selection logic helps avoid potential errors during setup, especially with GPU/CPU device allocations.

These updates are expected to provide both an improved experience for users interacting with download functionalities and a cleaner, more maintainable codebase for developers contributing to the project.

@glenn-jocher glenn-jocher self-assigned this Aug 20, 2022
@glenn-jocher glenn-jocher merged commit c725511 into master Aug 20, 2022
@glenn-jocher glenn-jocher deleted the update/refactor branch August 20, 2022 23:34
ctjanuhowski pushed a commit to ctjanuhowski/yolov5 that referenced this pull request Sep 8, 2022
* Refactor for simplification

* cleanup

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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