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Update dataloaders.py #9250

Merged
merged 1 commit into from
Sep 1, 2022
Merged

Update dataloaders.py #9250

merged 1 commit into from
Sep 1, 2022

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glenn-jocher
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@glenn-jocher glenn-jocher commented Sep 1, 2022

To disable pin_memory during training/val, i.e.

PIN_MEMORY=False python train.py 

🛠️ PR Summary

Made with ❤️ by Ultralytics Actions

🌟 Summary

Enhanced configuration for data loader memory pinning.

📊 Key Changes

  • Introduced a new environment variable PIN_MEMORY with default value True.
  • Replaced hardcoded pin_memory parameters in data loader functions with the new PIN_MEMORY variable.

🎯 Purpose & Impact

  • User Customization: Allows users to set the pin_memory option via an environment variable, enhancing flexibility and control.
  • Resource Management: This change can help optimize memory usage for different hardware setups, possibly improving performance.
  • Ease of Use: Setting the pin_memory at one place (environment variable) rather than in multiple lines of code improves code maintainability and readability.

Signed-off-by: Glenn Jocher <[email protected]>
@glenn-jocher glenn-jocher linked an issue Sep 1, 2022 that may be closed by this pull request
2 tasks
@glenn-jocher glenn-jocher merged commit c91d1db into master Sep 1, 2022
@glenn-jocher glenn-jocher deleted the update/pin_memory branch September 1, 2022 12:30
ctjanuhowski pushed a commit to ctjanuhowski/yolov5 that referenced this pull request Sep 8, 2022
Signed-off-by: Glenn Jocher <[email protected]>

Signed-off-by: Glenn Jocher <[email protected]>
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Exception after training on Docker image e88040337fa3
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