Insightful responses so far, keep them coming!
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I ran into a weird problem. When implementing 2DCNN for GAN, no gradients flown back if using tf.function decorator + tf while loops. tf.function + python loops = fine, or tf while loops without using tf.function is also fine. And the problem disappears when upgrading to tf 2.1
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I guess that's a bug we fixed then
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