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Update yolov8-p6.yaml with model parameters and GFLOPs #13862

Merged
merged 4 commits into from
Jun 21, 2024
Merged

Update yolov8-p6.yaml with model parameters and GFLOPs #13862

merged 4 commits into from
Jun 21, 2024

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@glenn-jocher glenn-jocher commented Jun 21, 2024

๐Ÿ› ๏ธ PR Summary

Made with โค๏ธ by Ultralytics Actions

๐ŸŒŸ Summary

Enhancements to YOLOv8-p6 model configurations with detailed summaries for each variant.

๐Ÿ“Š Key Changes

  • Added detailed comments to yolov8-p6.yaml:
    • YOLOv8n-p6: 220 layers, 4.9M parameters, 8.7 GFLOPs
    • YOLOv8s-p6: 220 layers, 17.9M parameters, 28.5 GFLOPs
    • YOLOv8m-p6: 285 layers, 44.9M parameters, 83.1 GFLOPs
    • YOLOv8l-p6: 350 layers, 62.4M parameters, 167.3 GFLOPs
    • YOLOv8x-p6: 350 layers, 97.4M parameters, 261.1 GFLOPs

๐ŸŽฏ Purpose & Impact

  • Clarification: Provides detailed model summaries directly within the config file, making it easier for developers and researchers to understand the complexity and computational requirements of each model variant.
  • Informed Choices: Helps users select the right model variant based on their hardware capabilities and performance needs.

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codecov bot commented Jun 21, 2024

Codecov Report

All modified and coverable lines are covered by tests โœ…

Project coverage is 70.40%. Comparing base (dacbd48) to head (ffe26c0).

Additional details and impacted files
@@           Coverage Diff           @@
##             main   #13862   +/-   ##
=======================================
  Coverage   70.40%   70.40%           
=======================================
  Files         124      124           
  Lines       15898    15898           
=======================================
  Hits        11193    11193           
  Misses       4705     4705           
Flag Coverage ฮ”
Benchmarks 35.60% <รธ> (รธ)
GPU 37.10% <รธ> (-0.02%) โฌ‡๏ธ
Tests 66.53% <รธ> (รธ)

Flags with carried forward coverage won't be shown. Click here to find out more.

โ˜” View full report in Codecov by Sentry.
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@glenn-jocher glenn-jocher changed the title Update yolov8-p6.yaml Update yolov8-p6.yaml with model parameters and GFLOPs Jun 21, 2024
@glenn-jocher glenn-jocher merged commit fc527a9 into main Jun 21, 2024
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@glenn-jocher glenn-jocher deleted the p6 branch June 21, 2024 20:53
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