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Export to ONNX with --dynamic
gives RunTimeError
#7641
Comments
👋 Hello @dmatos2012, thank you for your interest in YOLOv5 🚀! Please visit our ⭐️ Tutorials to get started, where you can find quickstart guides for simple tasks like Custom Data Training all the way to advanced concepts like Hyperparameter Evolution. 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 training ❓ Question, please provide as much information as possible, including dataset images, training logs, screenshots, and a public link to online W&B logging if available. For business inquiries or professional support requests please visit https://ultralytics.com or email support@ultralytics.com. RequirementsPython>=3.7.0 with all requirements.txt installed including PyTorch>=1.7. To get started: git clone https://github.com/ultralytics/yolov5 # clone
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StatusIf this badge is green, all YOLOv5 GitHub Actions Continuous Integration (CI) tests are currently passing. CI tests verify correct operation of YOLOv5 training (train.py), validation (val.py), inference (detect.py) and export (export.py) on macOS, Windows, and Ubuntu every 24 hours and on every commit. |
@dmatos2012 not all export arguments are mutually compatible. Export with --half or --dynamic. |
Ah ok, didnt know they were incompatible. Perhaps this below would help to avoid us thinking its an error, but its mainly an incompatibility as you mention `
Thanks |
@dmatos2012 that's a great idea! Can you please submit a PR with these improvements? Please see our ✅ Contributing Guide to get started. |
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YOLOv5 Component
Export
Bug
Hello,
I saw issue #7268 which is pretty similar to mine. In the suggestion in that case, it mentions to not use
--device
but I need to use it to export to FP6 (--half). Thus, my error isIf I dont use
--dynamic
, then model is exported correctly, so my question is if its possible to get an FP16 model export with dynamic axes?. ThanksEnvironment
Minimal Reproducible Example
Additional
I would submit a PR, but I think this is a bit beyond my knowledge :)
Are you willing to submit a PR?
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