paddle.nn / Sequential

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

此页内容是否对您有帮助

PaddlePaddle

paddle

paddle.amp

paddle.callbacks

paddle.compat

paddle.distributed

paddle.distribution

paddle.fluid

paddle.io

paddle.jit

paddle.metric

paddle.nn

paddle.onnx

paddle.optimizer

paddle.regularizer

paddle.static

paddle.sysconfig

paddle.text

paddle.utils

paddle.vision

paddle.nn / Sequential

Sequential¶