tf.math.is_non_decreasing

Returns True if x is non-decreasing.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.debugging.is_non_decreasing, tf.compat.v1.is_non_decreasing, tf.compat.v1.math.is_non_decreasing

tf.math.is_non_decreasing(
    x, name=None
)

Elements of x are compared in row-major order. The tensor [x[0],...] is non-decreasing if for every adjacent pair we have x[i] <= x[i+1]. If x has less than two elements, it is trivially non-decreasing.

See also: is_strictly_increasing

x1 = tf.constant([1.0, 1.0, 3.0])
tf.math.is_non_decreasing(x1)
<tf.Tensor: shape=(), dtype=bool, numpy=True>
x2 = tf.constant([3.0, 1.0, 2.0])
tf.math.is_non_decreasing(x2)
<tf.Tensor: shape=(), dtype=bool, numpy=False>

Args
x	Numeric Tensor.
name	A name for this operation (optional). Defaults to "is_non_decreasing"

Returns
Boolean Tensor, equal to True iff x is non-decreasing.

Raises
TypeError	if x is not a numeric tensor.