Solved by Epoching in post #3 
              
              
                Following the above post, starting from where you make tensor_image. To cast tensor_image safely back into numpy with values being within 0-255, I’d use torchvision's ToPILImage and from there go into numpy, as so: 
(note that tensor_to_image was set equal to ToPILImage() in the second cell in the a…