high acc in train and very low acc in test ,i use the prms in my pytorch code .

[vicdu]

First, I really appreciate your work！
I want to write prms in pytorch.But the problem is ,loss and acc (badly)basically unchanged in the test set.Where did I go wrong?
thanks