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tf.train.SessionRunValues

Class SessionRunValues

Defined in tensorflow/python/training/session_run_hook.py.

See the guide: Training > Training Hooks

Contains the results of Session.run().

In the future we may use this object to add more information about result of run without changing the Hook API.

Args:

  • results: The return values from Session.run() corresponding to the fetches attribute returned in the RunArgs. Note that this has the same shape as the RunArgs fetches. For example: fetches = global_step_tensor => results = nparray(int) fetches = [train_op, summary_op, global_step_tensor] => results = [None, nparray(string), nparray(int)] fetches = {'step': global_step_tensor, 'summ': summary_op} => results = {'step': nparray(int), 'summ': nparray(string)}
  • options: RunOptions from the Session.run() call.
  • run_metadata: RunMetadata from the Session.run() call.

Properties

options

Alias for field number 1

results

Alias for field number 0

run_metadata

Alias for field number 2

Methods

__new__

__new__(
    _cls,
    results,
    options,
    run_metadata
)

Create new instance of SessionRunValues(results, options, run_metadata)

© 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/train/SessionRunValues