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tf.test.gpu_device_name

Returns the name of a GPU device if available or a empty string.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.test.gpu_device_name

tf.test.gpu_device_name() -> str

Used in the notebooks

Used in the tutorials
  • Fitting Generalized Linear Mixed-effects Models Using Variational Inference
  • Linear Mixed Effects Models
  • Bayesian Modeling with Joint Distribution
  • TFP Probabilistic Layers: Regression
  • TFP Probabilistic Layers: Variational Auto Encoder

This method should only be used in tests written with tf.test.TestCase.

class MyTest(tf.test.TestCase):

  def test_add_on_gpu(self):
    if not tf.test.is_built_with_gpu_support():
      self.skipTest("test is only applicable on GPU")

    with tf.device(tf.test.gpu_device_name()):
      self.assertEqual(tf.math.add(1.0, 2.0), 3.0)

© 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/test/gpu_device_name

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