tf.compat.v1.train.MonitoredSession.StepContext
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Control flow instrument for the step_fn from run_step_fn().
tf.compat.v1.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.
|
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.
run_with_hooks
View source
run_with_hooks(
*args, **kwargs
)
Same as MonitoredSession.run. Accepts the same arguments.
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Last updated 2024-04-26 UTC.
[null,null,["Last updated 2024-04-26 UTC."],[],[],null,["# tf.compat.v1.train.MonitoredSession.StepContext\n\n\u003cbr /\u003e\n\n|------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.16.1/tensorflow/python/training/monitored_session.py#L840-L875) |\n\nControl flow instrument for the `step_fn` from `run_step_fn()`.\n\n#### View aliases\n\n\n**Compat aliases for migration**\n\nSee\n[Migration guide](https://www.tensorflow.org/guide/migrate) for\nmore details.\n\n[`tf.compat.v1.train.SingularMonitoredSession.StepContext`](https://www.tensorflow.org/api_docs/python/tf/compat/v1/train/MonitoredSession/StepContext)\n\n\u003cbr /\u003e\n\n tf.compat.v1.train.MonitoredSession.StepContext(\n session, run_with_hooks_fn\n )\n\nUsers of `step_fn` may perform `run()` calls without running hooks\nby accessing the `session`. A `run()` call with hooks may be performed\nusing `run_with_hooks()`. Computation flow can be interrupted using\n`request_stop()`.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|---------------------|-------------------------------------------------------------------------------|\n| `session` | An instance of [`tf.compat.v1.Session`](../../../../../tf/compat/v1/Session). |\n| `run_with_hooks_fn` | A function for running fetches and hooks. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|-----------|---------------|\n| `session` | \u003cbr /\u003e \u003cbr /\u003e |\n\n\u003cbr /\u003e\n\nMethods\n-------\n\n### `request_stop`\n\n[View source](https://github.com/tensorflow/tensorflow/blob/v2.16.1/tensorflow/python/training/monitored_session.py#L867-L875) \n\n request_stop()\n\nExit the training loop by causing `should_stop()` to return `True`.\n\nCauses `step_fn` to exit by raising an exception.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ||\n|---|---|\n| StopIteration ||\n\n\u003cbr /\u003e\n\n### `run_with_hooks`\n\n[View source](https://github.com/tensorflow/tensorflow/blob/v2.16.1/tensorflow/python/training/monitored_session.py#L863-L865) \n\n run_with_hooks(\n *args, **kwargs\n )\n\nSame as `MonitoredSession.run`. Accepts the same arguments."]]
View source on GitHub