Friday, August 29, 2025
HomeLanguagesPython – tensorflow.DeviceSpec.replica Attribute

Python – tensorflow.DeviceSpec.replica Attribute

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

replica is used to get the replica index of DeviceSpec.

Syntax: tensorflow.DeviceSpec.replica

Returns: It returns the replica index of the DeviceSpec.

Example 1:

Python3




# Importing the library
import tensorflow as tf
  
# Initializing Device Specification
device_spec = tf.DeviceSpec(job ="gfg2", device_type ="GPU", device_index = 1)
  
# Printing the DeviceSpec object
print('Device Spec: ', device_spec)
  
# Getting replica index
replica = device_spec.replica
  
# Printing the result
print('Replica: ', replica)


Output:


Device Spec:  <tensorflow.python.framework.device_spec.DeviceSpecV2 object at 0x7fe5ba981b88>
Replica:  None

Example 2:

Python3




# Importing the library
import tensorflow as tf
  
# Initializing Device Specification
device_spec = tf.DeviceSpec(job ="gfg2", replica = 5, device_type ="GPU", device_index = 1)
  
# Printing the DeviceSpec object
print('Device Spec: ', device_spec)
  
# Getting replica index
replica = device_spec.replica
  
# Printing the result
print('Replica: ', replica)


Output:


Device Spec:  <tensorflow.python.framework.device_spec.DeviceSpecV2 object at 0x7fe5ba981d08>
Replica:  5

Dominic
Dominichttp://wardslaus.com
infosec,malicious & dos attacks generator, boot rom exploit philanthropist , wild hacker , game developer,
RELATED ARTICLES

Most Popular

Dominic
32246 POSTS0 COMMENTS
Milvus
80 POSTS0 COMMENTS
Nango Kala
6615 POSTS0 COMMENTS
Nicole Veronica
11787 POSTS0 COMMENTS
Nokonwaba Nkukhwana
11835 POSTS0 COMMENTS
Shaida Kate Naidoo
6731 POSTS0 COMMENTS
Ted Musemwa
7011 POSTS0 COMMENTS
Thapelo Manthata
6685 POSTS0 COMMENTS
Umr Jansen
6699 POSTS0 COMMENTS