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daquexian avatar daquexian commented on July 23, 2024

Thanks for your issue! We'll consider how to fix it. Could you please try using onnxsim for now?

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sa-kei728 avatar sa-kei728 commented on July 23, 2024

Thank you for quickly response!
I tried onnxsim for original and optimized model. The correct fusion model is now created!

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sa-kei728 avatar sa-kei728 commented on July 23, 2024

I found another case.
If Conv has "bias" term, It seems that fuse_bn_into_conv fails from v0.3.9.
This case is unresolved by using onnxsim.

In general there is no such model, but the tool I was using seems to generate an onnx model that temporarily includes the bias term in the conv and then runs fuse_bn_into_conv, which fails in the optimizer after v0.3.9.
(I'd like to share this model and tool with you, but I cannot do so for some reasons. Sorry...)

There is a work-around for this case, it's no problem for now.
I comment to share the information.

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