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GFLOPS Update #1764

Merged
merged 1 commit into from
Dec 23, 2020
Merged

GFLOPS Update #1764

merged 1 commit into from
Dec 23, 2020

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glenn-jocher
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@glenn-jocher glenn-jocher commented Dec 23, 2020

GFLOPS update to resolve issue #1751. GFLOPS now displayed at 640x640 inference size (TTA at 832) for fused models.

🛠️ PR Summary

Made with ❤️ by Ultralytics Actions

🌟 Summary

Updated performance metrics from FLOPS to GFLOPS in YOLOv5 README for clarity.

📊 Key Changes

  • FLOPS in the pretrained checkpoints table have been changed to GFLOPS.
  • Numerical values for FLOPS have been updated to reflect the new GFLOPS units.

🎯 Purpose & Impact

  • Enhanced Readability: Converting FLOPS to GFLOPS simplifies the comprehension of computational performance for users.
  • Improved Understanding: The use of GFLOPS, a more commonly used unit, helps users better understand the model's efficiency and compare it with other models.
  • Potential to Inform Decisions: Users can make more informed decisions about which model to use based on their hardware capabilities and needs for speed and accuracy.

@glenn-jocher glenn-jocher merged commit 98a46d8 into master Dec 23, 2020
@glenn-jocher glenn-jocher deleted the glenn-jocher-patch-1 branch December 23, 2020 07:03
KMint1819 pushed a commit to KMint1819/yolov5 that referenced this pull request May 12, 2021
taicaile pushed a commit to taicaile/yolov5 that referenced this pull request Oct 12, 2021
BjarneKuehl pushed a commit to fhkiel-mlaip/yolov5 that referenced this pull request Aug 26, 2022
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Successfully merging this pull request may close these issues.

FLOPS calculation results inconsistent (reported 13G vs reproduced 17.5G for v5s)
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