TensorFlow is open-source Python library designed by Google to develop Machine Learning models and deep learning neural networks.
indices is used to find the indices of the slice.
Syntax: tensorflow.IndexedSlices.indices
Returns: It returns a 1-D Tensor containing the indices of slice.
Example 1:
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, [0]) # Finding Graph indices = res.indices # Printing the result print('Indices: ', indices) |
Output:
data: tf.Tensor([1 2 3], shape=(3, ), dtype=int32) Indices: [0]
Example 2:
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, [0, 1]) # Finding Graph indices = res.indices # Printing the result print('Indices: ', indices) |
Output:
data: tf.Tensor( [[1 2 3] [4 5 6]], shape=(2, 3), dtype=int32) Indices: [0, 1]
