Python – tensorflow.IndexedSlices.values 属性

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。

values是用来获取切片的值。

语法:
tensorflow.IndexedSlices.values

返回：它返回一个包含分片值的张量。

示例 1:

# Importing the library
import tensorflow as tf

# Initializing the input
data = tf.constant([[1, 2, 3], [4, 5, 6]])

# Printing the input
print('data: ', data)

# Calculating result
res = tf.IndexedSlices(data, [1])

# Finding values
values = res.values

# Printing the result
print('Values: ', values)

输出:

data: tf.Tensor(
[[1 2 3]
[4 5 6]], shape=(2, 3), dtype=int32)
Values: tf.Tensor(
[[1 2 3]
[4 5 6]], shape=(2, 3), dtype=int32)

示例 2:

# Importing the library
import tensorflow as tf

# Initializing the input
data = tf.constant([1, 2, 3])

# Printing the input
print('data: ', data)

# Calculating result
res = tf.IndexedSlices(data, [1])

# Finding values
values = res.values

# Printing the result
print('Values: ', values)

输出:

data: tf.Tensor([1 2 3], shape=(3, ), dtype=int32)
Values: tf.Tensor([1 2 3], shape=(3, ), dtype=int32)