Skip to content
Related Articles

Related Articles

Improve Article

Python – tensorflow.IndexedSlicesSpec()

  • Last Updated : 15 Sep, 2021

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

IndexedSlicesSpec inherits from TypeSpec and provides Type specification for IndexedSlices.

Syntax: tensorflow.IndexedSlicesSpec( shape, dtype, indices_dtype, dense_shape_dtype, indices_shape )

Parameters:

  • shape(optional): It defines the dense shape of IndexedSlices. Default value is None which allows any dense shape.
  • dtype(optional): It defines the dtype of IndexedSlices values. Default value is float32.
  • indices_dtype(optional): It defines the dtype of indices in the IndexedSlices. It can either be int32 or int64 with default value int64.
  • dense_shape_dtye(optional): It defines the dtype of dense shape in the IndexedSlices. It can either be int32, int64 or None with default value None.
  • indices_shape(optional): It defines the shape of the indices component, which indicates how many slices are in the IndexedSlices.

Example 1: This example uses all the default values.



Python3




# Importing the library
import tensorflow as tf
 
# Calculating result
res = tf.IndexedSlicesSpec()
 
# Printing the result
print('IndexedSlicesSpec: ', res)

Output:

IndexedSlicesSpec:  IndexedSlicesSpec(TensorShape(None), tf.float32, tf.int64, None, TensorShape([None]))

Example 2:

Python3




# Importing the library
import tensorflow as tf
 
# Calculating result
res = tf.IndexedSlicesSpec((2, 3))
 
# Printing the result
print('IndexedSlicesSpec: ', res)

Output:

IndexedSlicesSpec:  IndexedSlicesSpec(TensorShape([2, 3]), tf.float32, tf.int64, None, TensorShape([None]))

 Attention geek! Strengthen your foundations with the Python Programming Foundation Course and learn the basics.  

To begin with, your interview preparations Enhance your Data Structures concepts with the Python DS Course. And to begin with your Machine Learning Journey, join the Machine Learning – Basic Level Course

My Personal Notes arrow_drop_up
Recommended Articles
Page :