I think your question was clear, but my answer probably wasn’t. 
Dividing by 255. will normalize the data to the range [0, 1].
transforms.Normalize will standardize this data to zero mean and unit variance.
So, Normalize might yield advantages for your training, but your model might also learn with fine without it.
Anyway, I would recommend using it.