tf.tpu.experimental

TensorFlow 1 version

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Initialize the TPU devices.

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Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.tpu.experimental.initialize_tpu_system

tf.tpu.experimental.initialize_tpu_system(
    cluster_resolver=None
)

Used in the notebooks

Used in the guide	Used in the tutorials
Use TPUs	Solve GLUE tasks using BERT on TPU

Args
`cluster_resolver`	A tf.distribute.cluster_resolver.TPUClusterResolver, which provides information about the TPU cluster.

Returns
The tf.tpu.Topology object for the topology of the TPU cluster. If called inside tf.function, it returns the serialized topology object instead.

Raises
`RuntimeError`	If running inside a tf.function.
`NotFoundError`	If no TPU devices found in eager mode.

TensorFlow

tf

tf.audio

tf.autograph

tf.bitwise

tf.compat

tf.config

tf.data

tf.debugging

tf.distribute

tf.dtypes

tf.errors

tf.estimator

tf.experimental

tf.feature_column

tf.graph_util

tf.image

tf.initializers

tf.io

tf.keras

tf.linalg

tf.lite

tf.lookup

tf.losses

tf.math

tf.metrics

tf.nest

tf.nn

tf.optimizers

tf.quantization

tf.queue

tf.ragged

tf.random

tf.raw_ops

tf.saved_model

tf.sets

tf.signal

tf.sparse

tf.strings

tf.summary

tf.sysconfig

tf.test

tf.tpu

tf.train

tf.version

tf.xla

tf.tpu / experimental / experimental.Overview

View aliases

Used in the notebooks

Args

Returns

Raises