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tf.contrib.distribute.Monitor

Class Monitor

Defined in tensorflow/contrib/distribute/python/monitor.py.

Executes training steps, recovers and checkpoints.

Note that this class is particularly preliminary, experimental, and expected to change.

Methods

__init__

__init__(
    step_callable,
    session=None
)

Initialize the Monitor with components for executing training steps.

Args:

  • step_callable: a training Step that's capable of signaling when done.
  • session: a Session instance that's needed for graph mode.

Raises:

  • ValueError: if session was provided for eager mode or not provided for graph mode.

run_steps

run_steps(num_steps=None)

© 2018 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/contrib/distribute/Monitor