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tf.train.experimental.ShardByTaskPolicy

Policy that splits tensors into shards based on their device spec task.

Inherits From: ShardingCallback

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tf.compat.v1.train.experimental.ShardByTaskPolicy

Attributes
description

Methods

__call__

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__call__(
    shardable_tensors: Sequence[tf.train.experimental.ShardableTensor]
) -> Sequence[sharding_util.TensorSliceDict]

Callback to split tensors into shards based on their device spec task.

Args
shardable_tensors A list of ShardableTensors.
Returns
List of shard dicts containing tensors. [ {checkpoint key: {slice_spec: tensor} } ]

© 2022 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/train/experimental/ShardByTaskPolicy

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