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tf.contrib.gan.GANTrainOps

Class GANTrainOps

Defined in tensorflow/contrib/gan/python/namedtuples.py.

GANTrainOps contains the training ops.

Args:

  • 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.

__new__

@staticmethod
__new__(
    cls,
    generator_train_op,
    discriminator_train_op,
    global_step_inc_op,
    train_hooks=()
)

Create new instance of GANTrainOps(generator_train_op, discriminator_train_op, global_step_inc_op, train_hooks)

Properties

generator_train_op

discriminator_train_op

global_step_inc_op

train_hooks