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I'm running example from TF site and getting different results from CPU and GPU. Results from GPU are obviously wrong (second image). Why? If I'm executing code with with tf.device('/cpu:0') then the code works as expected, but slower. It's sufficient to execute this lines on CPU to fix the issue: with tf.device('/cpu:0'): real_output = discriminator(images, training=True) fake_output = discriminator(generated_images, training=True) Source code: https://www.tensorflow.org/tutorials/generative/dcgan My complete results: https://disk.yandex.ru/d/E-hU5dpffOmkLg