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Module: tf.distribute.experimental

TensorFlow 1 version

Experimental Distribution Strategy library.


class CentralStorageStrategy: A one-machine strategy that puts all variables on a single device.

class CollectiveCommunication: Communication choices for CollectiveOps.

class CollectiveHints: Hints for collective operations like AllReduce.

class MultiWorkerMirroredStrategy: A distribution strategy for synchronous training on multiple workers.

class ParameterServerStrategy: An asynchronous multi-worker parameter server tf.distribute strategy.

class TPUStrategy: TPU distribution strategy implementation.

class ValueContext: A class wrapping information needed by a distribute function.