TensorFlow is open-source Python library designed by Google to develop Machine Learning models and deep learning neural networks.
is_non_decreasing() returns true if x is non-decreasing.
Syntax: tensorflow.math.is_non_decreasing( x, name)
Parameters:
- x: It is a numeric tensor.
- name(optional): It defines the name of the operation
Returns: It returns a tensor of dtype bool.
Example 1:
Python3
# importing the libraryimport tensorflow as tf# Initializing the input tensora = tf.constant([2, 3, 3, 5], dtype = tf.float64)# Printing the input tensorprint('a: ', a)# Calculating the resultres = tf.math.is_non_decreasing(a)# Printing the resultprint('Result: ', res) |
Output:
a: tf.Tensor([2. 3. 3. 5.], shape=(4, ), dtype=float64) Result: tf.Tensor(True, shape=(), dtype=bool)
Example 2:
Python3
# Importing the libraryimport tensorflow as tf# Initializing the input tensora = tf.constant([7, 8, 13, 11], dtype = tf.float64)# Printing the input tensorprint('a: ', a)# Calculating the resultres = tf.math.is_non_decreasing(a)# Printing the resultprint('Result: ', res) |
Output:
a: tf.Tensor([ 7. 8. 13. 11.], shape=(4, ), dtype=float64) Result: tf.Tensor(False, shape=(), dtype=bool)
