Solved by ptrblck in post #2 
              
              
                The calculation of the mean and std on your images looks good. 
There is a small issue in your transformation. 
As you said, the mean and std for the ImageNet data is smaller than yours, because it was calculated on the normalized tensors. 
ToTensor will transform your PIL.Images to normalized tenso…