Python – tensorflow.IndexedSlices.values Attribute

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:



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# 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)

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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:

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# 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)

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Output:

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


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