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:
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)
