TensorFlow is back at Google I/O on May 14! Register now

tf_agents.utils.common.soft_device_placement

Context manager for soft device placement, allowing summaries on CPU.

@contextlib.contextmanager
tf_agents.utils.common.soft_device_placement()

Eager and graph contexts have different default device placements. See b/148408921 for details. This context manager should be used whenever using summary writers contexts to make sure summaries work when executing on TPUs.

Yields
Sets `tf.config.set_soft_device_placement(True)` within the context

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.

Last updated 2024-04-26 UTC.

tf_agents.utils.common.soft_device_placement

Yields