tf.compat.v1.train.MonitoredSession.StepContext

Control flow instrument for the step_fn from run_step_fn().

Users of step_fn may perform run() calls without running hooks by accessing the session. A run() call with hooks may be performed using run_with_hooks(). Computation flow can be interrupted using request_stop().

Args
session An instance of tf.compat.v1.Session.
run_with_hooks_fn A function for running fetches and hooks.
Attributes
session

Methods

request_stop

View source

Exit the training loop by causing should_stop() to return True.

Causes step_fn to exit by raising an exception.

Raises
StopIteration

run_with_hooks

View source

Same as MonitoredSession.run. Accepts the same arguments.

© 2020 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/versions/r2.3/api_docs/python/tf/compat/v1/train/MonitoredSession/StepContext