Python – tensorflow.math.is_strictly_increasing()
Last Updated :
21 Aug, 2021
TensorFlow is open-source Python library designed by Google to develop Machine Learning models and deep learning neural networks.
is_strictly_increasing() returns true if x is strictly-increasing. If x has less than 2 elements it is trivially strictly increasing. Row major is used for comparing the elements.
Syntax: tensorflow.math.is_strictly_increasing( 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
import tensorflow as tf
a = tf.constant([ 2 , 3 , 3 , 5 ], dtype = tf.float64)
print ( 'a: ' , a)
res = tf.math.is_strictly_increasing(a)
print ( 'Result: ' , res)
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Output:
a: tf.Tensor([2. 3. 3. 5.], shape=(4, ), dtype=float64)
Result: tf.Tensor(False, shape=(), dtype=bool)
Example 2:
Python3
import tensorflow as tf
a = tf.constant([ 7 , 8 , 13 , 17 ], dtype = tf.float64)
print ( 'a: ' , a)
res = tf.math.is_strictly_increasing(a)
print ( 'Result: ' , res)
|
Output:
a: tf.Tensor([ 7. 8. 13. 17.], shape=(4, ), dtype=float64)
Result: tf.Tensor(True, shape=(), dtype=bool)
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