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GANTrainOps contains the training ops.
generator_train_op: Op that performs a generator update step.
discriminator_train_op: Op that performs a discriminator update step.
global_step_inc_op: Op that increments the shared global step.
train_hooks: a list or tuple containing hooks related to training that need to be populated when training ops are instantiated. Used primarily for sync hooks.