tf.debugging.assert_all_finite | TensorFlow v2.16.1 (original) (raw)
tf.debugging.assert_all_finite
Stay organized with collections Save and categorize content based on your preferences.
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 2024-04-26 UTC.