Python–张量流。设备规格任务属性
原文:https://www . geesforgeks . org/python-tensorflow-device spec-task-attribute/
TensorFlow 是谷歌设计的开源 Python 库，用于开发机器学习模型和深度学习神经网络。
任务用于获取 DeviceSpec 的任务索引。
语法:张量流。DeviceSpec.task
返回:返回 DeviceSpec 的任务索引
例 1:
Python 3
# 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)
输出:
Device Spec: <tensorflow.python.framework.device_spec.DeviceSpecV2 object at 0x7fe5ba981d08>
Task Index: None
例 2:
Python 3
# 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)
输出:
Device Spec: <tensorflow.python.framework.device_spec.DeviceSpecV2 object at 0x7fe5ba91a708>
Task Index: 2
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