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Python - Tensorflow bitwise.invert() method

Last Updated : 4 Jun, 2020
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: Output:
Input 1 Tensor("Const_40:0", shape=(), dtype=int32)
6
Output: Tensor("Invert_4:0", shape=(), dtype=int32)
-7
Example 2:
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]
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