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WongKinYiu avatar WongKinYiu commented on August 24, 2024 2

If you do not finish training, you have to strip your model before do reparameterization.

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levipereira avatar levipereira commented on August 24, 2024 1

I have no issue with rtx 4090, but I'm using pytorch:23.02-py3 instead pytorch:21.01-py3

https://github.com/levipereira/yolov9-qat

Ada Lovelace is supported from CUDA 11.8.
pytorch:21.11-py3 have CUDA 11.5
https://docs.nvidia.com/deeplearning/frameworks/pytorch-release-notes/rel_21-11.html
https://developer.nvidia.com/blog/cuda-toolkit-11-8-new-features-revealed/#:~:text=NVIDIA%20announces%20the%20newest%20CUDA,speedup%20through%20new%20hardware%20capabilities.

maybe you can try it.

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AlexAnnecy avatar AlexAnnecy commented on August 24, 2024

Will try tomorrow the docker you mentioned. I tried barebones with rtx 4090, and there is discrepancy after reparameterization. Also, on a A4500, same, but smaller, discrepancy.

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AlexAnnecy avatar AlexAnnecy commented on August 24, 2024

@levipereira for me, it's the same problem with the docker container you mentioned: when training from scratch a custom model (derived from yolo-c.yaml), the mAP of the trained model is different than the mAP after removing the auxiliary branch.

(@WongKinYiu did you ever encountered this when training you models: train model has different outputs than reparametrized model? )

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