tf.distribute.experimental.CommunicationImplementation
Cross device communication implementation.
AUTO
: Automatically chosen by Tensorflow.
RING
: TensorFlow's ring algorithms for all-reduce and
all-gather.
NCCL
: NVIDIA®'s NCCL library. This is now only used for all-reduce on
GPUs; all-reduce on CPU, all-gather and broadcast fallbacks to RING.
Class Variables |
AUTO
|
<CommunicationImplementation.AUTO: 'AUTO'>
|
NCCL
|
<CommunicationImplementation.NCCL: 'NCCL'>
|
RING
|
<CommunicationImplementation.RING: 'RING'>
|
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 2023-03-23 UTC.