[xdoctest][task 239] reformat example code with google style in python/paddle/incubate/asp/asp.py
#56731
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你的PR提交成功，感谢你对开源项目的贡献! |
megemini
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Aug 29, 2023
| >>> # Need to set excluded layers before calling decorate | ||
| >>> paddle.incubate.asp.set_excluded_layers([my_layer.linear1.full_name()]) | ||
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| >>> optimizer = paddle.incubate.asp.decorate(optimizer) |
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to @megemini ：自己记录一下 ～ 下面一段程序：
In [1]: >>> import paddle
...: >>> class MyLayer(paddle.nn.Layer):
...: ... def __init__(self):
...: ... super().__init__()
...: ... self.linear1 = paddle.nn.Linear(4624, 100)
...: ...
...: ... def forward(self, img):
...: ... prediction = self.linear1(img)
...: ... return prediction
...: >>> my_layer = MyLayer()
...: >>> optimizer = paddle.optimizer.SGD(
...: ... learning_rate=0.01, parameters=my_layer.parameters())
...: >>> optimizer = paddle.incubate.asp.decorate(optimizer)
W0829 13:57:09.095414 11450 gpu_resources.cc:119] Please NOTE: device: 0, GPU Compute Capability: 7.0, Driver API Version: 11.2, Runtime API Version: 11.6
W0829 13:57:09.102089 11450 gpu_resources.cc:149] device: 0, cuDNN Version: 8.4.
In [2]: optimizer.state_dict()
Out[2]:
{'linear_0.w_0.asp_mask': Parameter containing:
Tensor(shape=[4624, 100], dtype=float32, place=Place(gpu:0), stop_gradient=True,
[[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.],
...,
[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.]])}
In [3]: >>> my_layer = MyLayer()
...: >>> optimizer = paddle.optimizer.SGD(
...: ... learning_rate=0.01, parameters=my_layer.parameters())
...: >>> optimizer = paddle.incubate.asp.decorate(optimizer)
In [4]: optimizer.state_dict()
Out[4]:
{'linear_0.w_0.asp_mask': Parameter containing:
Tensor(shape=[4624, 100], dtype=float32, place=Place(gpu:0), stop_gradient=True,
[[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.],
...,
[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.]]),
'linear_1.w_0.asp_mask': Parameter containing:
Tensor(shape=[4624, 100], dtype=float32, place=Place(gpu:0), stop_gradient=True,
[[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.],
...,
[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.],
[1., 1., 1., ..., 1., 1., 1.]])}
In [5]: 由于之前提到的 layer 全局名称的问题，这里的 optimizer 会累计参数 ～
也不清楚这样有没有影响？（至少 save 的文件大小有影响 ... ...）
@mingxu1067 是否可以补充一下～ |
BeingGod
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to BeingGod/Paddle
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Sep 9, 2023
…on/paddle/incubate/asp/asp.py` (PaddlePaddle#56731) * [Doctest]fix No.239, test=docs_preview * fix style
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Description
修改如下文件的示例代码，使其通过
xdoctest检查：python/paddle/incubate/asp/asp.py预览：
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@sunzhongkai588 @SigureMo @megemini