Fix warnings during GAN training#3334
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jph00
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Apr 30, 2021
jph00
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Instead of changing things to store in the Learner, let's instead rename to avoid name conflicts. I suggest adding a gan_ prefix as shown. You'll also need to update the usages of these names throughout the class to add the prefix. Many thanks for your PR!
| "Initialize smootheners." | ||
| self.generator,self.critic = self.model.generator,self.model.critic | ||
| self.gen_mode = self.gen_first | ||
| self.learn.generator,self.learn.critic = self.model.generator,self.model.critic |
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| self.learn.generator,self.learn.critic = self.model.generator,self.model.critic | |
| self.gan_generator,self.gan_critic = self.model.generator,self.model.critic |
| self.generator,self.critic = self.model.generator,self.model.critic | ||
| self.gen_mode = self.gen_first | ||
| self.learn.generator,self.learn.critic = self.model.generator,self.model.critic | ||
| self.learn.gen_mode = self.gen_first |
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| self.learn.gen_mode = self.gen_first | |
| self.gan_gen_mode = self.gen_first |
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My apologies for the late reply. I was too busy last weeks and could not find free time to update and check my patch. |
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This issue is described in #3222
According to Callback documentation "Callbacks provide a shortcut to avoid having to write self.learn.bla for any bla attribute we seek; instead, just write self.bla. This only works for getting attributes, not for setting them."