Solved by ptrblck in post #2 
              
              
                That’s correct and you could skip the [0, 1] normalization and use the mean and std stats for the raw input values in [0, 255]. However, since ToTensor() is often used in the transformations to transform a PIL.Image in [0, 255] to a tensor in [0, 1], I believe this workflow grew organically.