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yolov5s.pt convert to opnevino test time #970

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Belinda-great opened this issue Sep 15, 2020 · 4 comments · Fixed by #6057
Closed

yolov5s.pt convert to opnevino test time #970

Belinda-great opened this issue Sep 15, 2020 · 4 comments · Fixed by #6057
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question Further information is requested Stale

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@Belinda-great
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❔Question

I use yolov5s, v3, img size is 640*640, one thread, test openvino(2020R4) time is 1.28s, and pytorch one thread time is 1.2s, it's too slow.
platform: E5-2699 V3 @2.30GHz.
Is there anything wrong with my test?

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@Belinda-great Belinda-great added the question Further information is requested label Sep 15, 2020
@github-actions
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github-actions bot commented Sep 15, 2020

Hello @Belinda-great, thank you for your interest in our work! Please visit our Custom Training Tutorial to get started, and see our Jupyter Notebook Open In Colab, Docker Image, and Google Cloud Quickstart Guide for example environments.

If this is a bug report, please provide screenshots and minimum viable code to reproduce your issue, otherwise we can not help you.

If this is a custom model or data training question, please note Ultralytics does not provide free personal support. As a leader in vision ML and AI, we do offer professional consulting, from simple expert advice up to delivery of fully customized, end-to-end production solutions for our clients, such as:

  • Cloud-based AI systems operating on hundreds of HD video streams in realtime.
  • Edge AI integrated into custom iOS and Android apps for realtime 30 FPS video inference.
  • Custom data training, hyperparameter evolution, and model exportation to any destination.

For more information please visit https://www.ultralytics.com.

@Belinda-great Belinda-great changed the title opnevino test time yolov5s.pt convert to opnevino test time Sep 21, 2020
@adityap27
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@Belinda-great have solved this ?

@github-actions
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This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

@github-actions github-actions bot added the Stale label Nov 21, 2020
@glenn-jocher glenn-jocher linked a pull request Dec 23, 2021 that will close this issue
@glenn-jocher
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@Belinda-great @adityap27 good news 😃! Your original issue may now be fixed ✅ in PR #6057. This PR adds native YOLOv5 OpenVINO export:

python export.py --weights yolov5s.pt --include openvino  # export to OpenVINO

image

To receive this update:

  • Gitgit pull from within your yolov5/ directory or git clone https://github.com/ultralytics/yolov5 again
  • PyTorch Hub – Force-reload model = torch.hub.load('ultralytics/yolov5', 'yolov5s', force_reload=True)
  • Notebooks – View updated notebooks Open In Colab Open In Kaggle
  • Dockersudo docker pull ultralytics/yolov5:latest to update your image Docker Pulls

Thank you for spotting this issue and informing us of the problem. Please let us know if this update resolves the issue for you, and feel free to inform us of any other issues you discover or feature requests that come to mind. Happy trainings with YOLOv5 🚀!

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