Hi, thanks for your reply.
The validation data com from the same domain as the train data.  But for transfroms, I do resize, vflip, hflip, and normalization on train dataset, and just resize on validation dataset and test dataset.
Does the validation dataset need normalization like training data? use means and stds calculated on train dataset?