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Add --half
support for OpenVINO exports
#7615
Merged
glenn-jocher
merged 3 commits into
ultralytics:master
from
djmmoss:djmmoss/openvino_half
Apr 28, 2022
Merged
Add --half
support for OpenVINO exports
#7615
glenn-jocher
merged 3 commits into
ultralytics:master
from
djmmoss:djmmoss/openvino_half
Apr 28, 2022
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👋 Hello @djmmoss, thank you for submitting a YOLOv5 🚀 PR! To allow your work to be integrated as seamlessly as possible, we advise you to:
- ✅ Verify your PR is up-to-date with upstream/master. If your PR is behind upstream/master an automatic GitHub Actions merge may be attempted by writing /rebase in a new comment, or by running the following code, replacing 'feature' with the name of your local branch:
git remote add upstream https://github.com/ultralytics/yolov5.git
git fetch upstream
# git checkout feature # <--- replace 'feature' with local branch name
git merge upstream/master
git push -u origin -f
- ✅ Verify all Continuous Integration (CI) checks are passing.
- ✅ Reduce changes to the absolute minimum required for your bug fix or feature addition. "It is not daily increase but daily decrease, hack away the unessential. The closer to the source, the less wastage there is." -Bruce Lee
@djmmoss it works! Verified no accuracy loss also: |
glenn-jocher
changed the title
feature(export): add half support for openvino models
Add Apr 28, 2022
--half
support for OpenVINO exports
@djmmoss PR is merged. Thank you for your contributions to YOLOv5 🚀 and Vision AI ⭐ |
tdhooghe
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Jun 10, 2022
* feature(export): add half support for openvino models * Update export.py * Update export.py Co-authored-by: Glenn Jocher <[email protected]>
BjarneKuehl
pushed a commit
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Aug 26, 2022
* feature(export): add half support for openvino models * Update export.py * Update export.py Co-authored-by: Glenn Jocher <[email protected]>
ctjanuhowski
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Sep 8, 2022
* feature(export): add half support for openvino models * Update export.py * Update export.py Co-authored-by: Glenn Jocher <[email protected]>
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This PR enables exporting OpenVINO models with the FP16 data type.
Size and Accuracy comparison between OpenVINO FP32 and FP16 versions of yolov5n6:
🛠️ PR Summary
Made with ❤️ by Ultralytics Actions
🌟 Summary
Enhancements to model exporting for OpenVINO with FP16 support.
📊 Key Changes
half
parameter toexport_openvino
function to allow exporting models in FP16 precision.--data_type
argument in the OpenVINO Model Optimizer command to support FP16 or FP32 during export.--half
usage with OpenVINO (xml
) export.🎯 Purpose & Impact