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映射文档 No. 370 #6116
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映射文档 No. 370 #6116
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...convert_from_pytorch/api_difference/functional/torch.nn.functional.dropout1d.md
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## [ torch 参数更多 ]torch.nn.functional.dropout1d | ||
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### [torch.nn.functional.dropout1d](https://pytorch.org/docs/stable/generated/torch.nn.functional.dropout1d.html#torch.nn.functional.dropout1d) | ||
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```python | ||
torch.nn.functional.dropout1d(input, p=0.5, training=True, inplace=False) | ||
``` | ||
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### [paddle.nn.functional.dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/api/paddle/nn/functional/dropout_cn.html) | ||
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```python | ||
paddle.nn.functional.dropout(x, p=0.5, axis=None, training=True, mode='upscale_in_train', name=None) | ||
``` | ||
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其中 PyTorch 相比 Paddle 支持更多其他参数,具体如下: | ||
### 参数映射 | ||
| PyTorch | PaddlePaddle | 备注 | | ||
| -------- | ------------ | --------------------------------------------------------------------------------------------------------------- | | ||
| input | x | 输入的多维 Tensor,仅参数名不一致。 | | ||
| p | p | 将输入节点置 0 的概率,即丢弃概率。 | | ||
| training | training | 标记是否为训练阶段。 | | ||
| inplace | - | 表示在不更改变量的内存地址的情况下,直接修改变量的值,Paddle 无此参数,一般对网络训练结果影响不大,可直接删除。 | | ||
| - | axis | 指定对输入 Tensor 进行 dropout 操作的轴,PyTorch 无此参数,Paddle 保持默认即可。 | | ||
| - | mode | 标记是否为训练阶段,PyTorch 无此参数,Paddle 保持默认即可。 | |
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可以再详细一点解释下两者细微差异,torch对于dropout1d/dropout2d/dropout3d,是将某个Channel以一定概率全部置0,paddle是所有元素以一定概率置0
然后再说下 但该差异一般不影响网络训练效果
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已修改