tf.math.is_finite

Returns which elements of x are finite.

View aliases

Compat aliases for migration

See Migration 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]

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