Skip to content
Related Articles

Related Articles

Python – tensorflow.IndexedSlices.values Attribute

View Discussion
Improve Article
Save Article
  • Last Updated : 28 Jul, 2020
View Discussion
Improve Article
Save Article

TensorFlow is open-source Python library designed by Google to develop Machine Learning models and deep learning  neural networks.

values is used to get the values of the slice.

Syntax: tensorflow.IndexedSlices.values

Returns: It returns a Tensor containing the values of the slice.

Example 1:

Python3




# Importing the library
import tensorflow as tf
  
# Initializing the input
data = tf.constant([[1, 2, 3], [4, 5, 6]])
  
# Printing the input
print('data: ', data)
  
# Calculating result
res = tf.IndexedSlices(data, [1])
  
# Finding values
values = res.values
  
# Printing the result
print('Values: ', values)

Output:

data:  tf.Tensor(
[[1 2 3]
 [4 5 6]], shape=(2, 3), dtype=int32)
Values:  tf.Tensor(
[[1 2 3]
 [4 5 6]], shape=(2, 3), dtype=int32)

Example 2:

Python3




# Importing the library
import tensorflow as tf
  
# Initializing the input
data = tf.constant([1, 2, 3])
  
# Printing the input
print('data: ', data)
  
# Calculating result
res = tf.IndexedSlices(data, [1])
  
# Finding values
values = res.values
  
# Printing the result
print('Values: ', values)

Output:

data:  tf.Tensor([1 2 3], shape=(3, ), dtype=int32)
Values:  tf.Tensor([1 2 3], shape=(3, ), dtype=int32)



My Personal Notes arrow_drop_up
Recommended Articles
Page :

Start Your Coding Journey Now!