Question about normalization in data preprocessing

Hi, 
Thanks for your wonderful work!
I find the normalization in your codes does not use  ``transforms.ToTensor(), transforms.Normalize()'' provided by PyTorch. The normalization you used is to sub and div on [0, 255] space directly.
I wonder why you use this normalization, dose it make big difference to the results?