Sequential

class paddle.nn. Sequential ( *layers ) [源代码]

顺序容器。子 Layer 将按构造函数参数的顺序添加到此容器中。传递给构造函数的参数可以 Layers 或可迭代的 name Layer 元组。

参数

  • layers (tuple) - Layers 或可迭代的 name Layer 对。

返回

无

代码示例

import paddle
import numpy as np

data = np.random.uniform(-1, 1, [30, 10]).astype('float32')
data = paddle.to_tensor(data)
# create Sequential with iterable Layers
model1 = paddle.nn.Sequential(
    paddle.nn.Linear(10, 1), paddle.nn.Linear(1, 2)
)
model1[0]  # access the first layer
res1 = model1(data)  # sequential execution

# create Sequential with name Layer pairs
model2 = paddle.nn.Sequential(
    ('l1', paddle.nn.Linear(10, 2)),
    ('l2', paddle.nn.Linear(2, 3))
)
model2['l1']  # access l1 layer
model2.add_sublayer('l3', paddle.nn.Linear(3, 3))  # add sublayer
res2 = model2(data)  # sequential execution

使用本API的教程文档