TensorFlow is open-source Python library designed by Google to develop Machine Learning models and deep learning neural networks.
task is used to get the task index of DeviceSpec.
Syntax: tensorflow.DeviceSpec.task
Returns: It returns the task index of DeviceSpec
Example 1:
# 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 task index
task = device_spec.task
# Printing the result
print('Task Index: ', task)
Output:
Device Spec: <tensorflow.python.framework.device_spec.DeviceSpecV2 object at 0x7fe5ba981d08> Task Index: None
Example 2:
# Importing the library
import tensorflow as tf
# Initializing Device Specification
device_spec = tf.DeviceSpec(job ="gfg2", replica = 5, task = 2, device_type ="GPU", device_index = 1)
# Printing the DeviceSpec object
print('Device Spec: ', device_spec)
# Getting task index
task = device_spec.task
# Printing the result
print('Task Index: ', task)
Output:
Device Spec: <tensorflow.python.framework.device_spec.DeviceSpecV2 object at 0x7fe5ba91a708> Task Index: 2