tf.debugging.assert_all_finite

Assert that the tensor does not contain any NaN's or Inf's.

tf.debugging.assert_all_finite(
    x, message, name=None
)

@tf.function
def f(x):
  x = tf.debugging.assert_all_finite(x, 'Input x must be all finite')
  return x + 1

f(tf.constant([np.inf, 1, 2]))
Traceback (most recent call last):

InvalidArgumentError: ...

Args
`x`	Tensor to check.
`message`	Message to log on failure.
`name`	A name for this operation (optional).

Returns
Same tensor as `x`.

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 2023-10-06 UTC.

Args