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:
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 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:
Python3
# 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
