orbit.utils.create_tf_while_loop_fn

Creates a loop function compatible with TF's AutoGraph loop conversion.

orbit.utils.create_tf_while_loop_fn(
    step_fn
)

Args
`step_fn`	A function taking a nested structure of `tf.data.Iterator` or `DistributedIterator`. Currently, any return values are ignored.

Returns
A loop function taking required `iterator` and `num_steps` parameters. If called inside a `tf.function`, the loop will be converted by AutoGraph into a `tf.while_loop` construct. See the `loop_fn` definition below for additional details.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.

Last updated 2024-11-01 UTC.

Args