tf.math.is_finite | TensorFlow v2.16.1 (original) (raw)
tf.math.is_finite
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Returns which elements of x are finite.
View aliases
Compat aliases for migration
SeeMigration guide for more details.
tf.compat.v1.debugging.is_finite, tf.compat.v1.is_finite, tf.compat.v1.math.is_finite
tf.math.is_finite(
x: Annotated[Any, tf.raw_ops.Any],
name=None
) -> Annotated[Any, tf.raw_ops.Any]
Used in the notebooks
| Used in the tutorials |
|---|
| TFP Release Notes notebook (0.13.0) |
Example:
x = tf.constant([5.0, 4.8, 6.8, np.inf, np.nan])
tf.math.is_finite(x) ==> [True, True, True, False, False]
| Args | |
|---|---|
| x | A Tensor. Must be one of the following types: bfloat16, half, float32, float64. |
| name | A name for the operation (optional). |
| Returns |
|---|
| A Tensor of type bool. |
numpy compatibility
Equivalent to np.isfinite
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Last updated 2024-04-26 UTC.