tf.train.MonitoredSession.StepContext

Control flow instrument for the step_fn from run_step_fn().

View aliases

Main aliases

`tf.train.SingularMonitoredSession.StepContext`

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.train.MonitoredSession.StepContext, tf.compat.v1.train.SingularMonitoredSession.StepContext

tf.train.MonitoredSession.StepContext(
    session, run_with_hooks_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

request_stop()

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

run_with_hooks(
    *args, **kwargs
)

Same as MonitoredSession.run. Accepts the same arguments.