precompute=True

Did I understand it correctly?:

  • if we use precompute = True, than freeze / unfreeze do not work as we operate only on already calculated outputs of conv layers.
  • also data augmentation do not work
  • in order to use data augmentation and fine tune conv layers we need to start with precompute=False
  • in this case by default all conv layers are freezed
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