Thank you, KFrank.
In my case, I have trained the model in TF repeatedly. I find that even I remove color augmentation, the results remain good. But in pytorch, the results are all bad.
There must exists something I don’t know affecting the results.
Now I plan to try some small network and check the models again.
I am not the only one meeting this problem.