tf.math.is_non_decreasing

Returns True if x is non-decreasing.

View aliases

Compat aliases for migration

tf.compat.v1.debugging.is_non_decreasing, tf.compat.v1.is_non_decreasing, tf.compat.v1.math.is_non_decreasing, tf.compat.v2.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.

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.