Python – Tensorflow bitwise.invert() method
Tensorflow bitwise.invert()
method performs the invert operation and the result will invert the bits, Like 0 to 1 and 1 to 0. The operation is done on the representation of a.
This method belongs to bitwise module.
Syntax: tf.bitwise.invert( a, name=None)
Arguments
- a: This must be a Tensor.It should be from the one of the following types: int8, int16, int32, int64, uint8, uint16, uint32, uint64.
- name: This is optional parameter and this is the name of the operation.
Return: It returns a Tensor having the same type as a.
Let’s see this concept with the help of few examples:
Example 1:
import tensorflow as tf
a = tf.constant( 6 , dtype = tf.int32)
c = tf.bitwise.invert(a)
with tf.Session() as sess:
print ( "Input 1" , a)
print (sess.run(a))
print ( "Output: " , c)
print (sess.run(c))
|
Output:
Input 1 Tensor("Const_40:0", shape=(), dtype=int32)
6
Output: Tensor("Invert_4:0", shape=(), dtype=int32)
-7
Example 2:
import tensorflow as tf
a = tf.constant([ 1 , 4 , 7 ], dtype = tf.int32)
c = tf.bitwise.invert(a)
with tf.Session() as sess:
print ( "Input 1" , a)
print (sess.run(a))
print ( "Output: " , c)
print (sess.run(c))
|
Output:
Input 1 Tensor("Const_39:0", shape=(3, ), dtype=int32)
[1 4 7]
Output: Tensor("Invert_3:0", shape=(3, ), dtype=int32)
[-2 -5 -8]
Last Updated :
04 Jun, 2020
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