That makes perfect sense thank you but unfortunately I don’t think that is the case because I checked the max and min values of the outputed fake_A and fake_B generated before I denormalized  (changing range from -1 to 1 to 0 to 255, attached screenshot of function called convert_from_tanh), and the values of the generated image’s max and min are indeed -.99 to .99 so it seems like the range is correct?

Screen Shot 2019-06-08 at 10.35.55 AM.png750×236 26.8 KB


Screen Shot 2019-06-08 at 10.34.32 AM.png1046×308 144 KB