README.md

## 组网类

| 序号 | PyTorch API                                                  | PaddlePaddle API                                             | 备注                                                         |
| ---- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |
| 1    | [torch.nn.Conv1d](https://pytorch.org/docs/stable/generated/torch.nn.Conv1d.html?highlight=torch%20nn%20conv1d#torch.nn.Conv1d) | [paddle.nn.Conv1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/conv/Conv1D_cn.html#conv1d) | [差异对比](torch.nn.Conv1d.md)                            |
| 2    | [torch.nn.Conv2d](https://pytorch.org/docs/stable/generated/torch.nn.Conv2d.html?highlight=conv2d#torch.nn.Conv2d) | [paddle.nn.Conv2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/conv/Conv2D_cn.html#conv2d) | [差异对比](torch.nn.Conv2d.md)                            |
| 3    | [torch.nn.Conv3d](https://pytorch.org/docs/stable/generated/torch.nn.Conv3d.html?highlight=conv3d#torch.nn.Conv3d) | [paddle.nn.Conv3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/conv/Conv3D_cn.html#conv3d) | [差异对比](torch.nn.Conv3d.md)                            |
| 4    | [torch.nn.ConvTranspose1d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose1d.html?highlight=torch%20nn%20convtranspose1d#torch.nn.ConvTranspose1d) | [paddle.nn.Conv1DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/conv/Conv1DTranspose_cn.html#conv1dtranspose) | [差异对比](torch.nn.ConvTranspose1d.md)                    |
| 5    | [torch.nn.ConvTranspose2d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose2d.html?highlight=convtranspose2d#torch.nn.ConvTranspose2d) | [paddle.nn.Conv2DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/conv/Conv2DTranspose_cn.html#conv2dtranspose) | [差异对比](torch.nn.ConvTranspose2d.md)                    |
| 6    | [torch.nn.ConvTranspose3d](https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose3d.html?highlight=convtranspose3d#torch.nn.ConvTranspose3d) | [paddle.nn.Conv3DTranspose](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/conv/Conv3DTranspose_cn.html#conv3dtranspose) | [差异对比](torch.nn.ConvTranspose3d.md)                    |
| 7    | [torch.nn.Linear](https://pytorch.org/docs/stable/generated/torch.nn.Linear.html?highlight=linear#torch.nn.Linear) | [paddle.nn.Linear](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Linear_cn.html#linear) | [差异对比](torch.nn.Linear.md)                            |
| 8    | [torch.nn.MaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool1d.html?highlight=maxpool1d#torch.nn.MaxPool1d) | [paddle.nn.MaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/MaxPool1D_cn.html#maxpool1d) | [差异对比](torch.nn.MaxPool1d.md)                         |
| 9    | [torch.nn.MaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool2d.html?highlight=maxpool2d#torch.nn.MaxPool2d) | [paddle.nn.MaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/MaxPool2D_cn.html#maxpool2d) | [差异对比](torch.nn.MaxPool2d.md)                         |
| 10   | [torch.nn.MaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxPool3d.html?highlight=maxpool3d#torch.nn.MaxPool3d) | [paddle.nn.MaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/MaxPool3D_cn.html#maxpool3d) | [差异对比](torch.nn.MaxPool3d.md)                         |
| 11   | [torch.nn.MaxUnpool1d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool1d.html?highlight=unpool#torch.nn.MaxUnpool1d) | 无对应实现                                                   | [组合实现](torch.nn.MaxUnpool1d.md)                       |
| 12   | [torch.nn.MaxUnpool2d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool2d.html?highlight=unpool#torch.nn.MaxUnpool2d) | 无对应实现                                                   | [组合实现](torch.nn.MaxUnpool2d.md)                       |
| 13   | [torch.nn.MaxUnpool3d](https://pytorch.org/docs/stable/generated/torch.nn.MaxUnpool3d.html?highlight=unpool#torch.nn.MaxUnpool3d) | 无对应实现                                                   | [组合实现](torch.nn.MaxUnpool3d.md)                       |
| 14   | [torch.nn.AvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool1d.html?highlight=avgpool1d#torch.nn.AvgPool1d) | [paddle.nn.AvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/AvgPool1D_cn.html#avgpool1d) | [差异对比](torch.nn.AvgPool1d.md)                         |
| 15   | [torch.nn.AvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool2d.html?highlight=avgpool2d#torch.nn.AvgPool2d) | [paddle.nn.AvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/AvgPool2D_cn.html#avgpool2d) | [差异对比](torch.nn.AvgPool2d.md)                         |
| 16   | [torch.nn.AvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AvgPool3d.html?highlight=avgpool3d#torch.nn.AvgPool3d) | [paddle.nn.AvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/AvgPool3D_cn.html#avgpool3d) | [差异对比](torch.nn.AvgPool3d.md)                         |
| 17   | [torch.nn.AdaptiveMaxPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool1d.html?highlight=adaptivemaxpool1d#torch.nn.AdaptiveMaxPool1d) | [paddle.nn.AdaptiveMaxPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/AdaptiveMaxPool1D_cn.html#adaptivemaxpool1d) | 功能一致，参数名不一致                                       |
| 18   | [torch.nn.AdaptiveMaxPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool2d.html?highlight=adaptivemaxpool2d#torch.nn.AdaptiveMaxPool2d) | [paddle.nn.AdaptiveMaxPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/AdaptiveMaxPool2D_cn.html#adaptivemaxpool2d) | 功能一致，参数名不一致                                       |
| 19   | [torch.nn.AdaptiveMaxPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveMaxPool3d.html?highlight=adaptivemaxpool3d#torch.nn.AdaptiveMaxPool3d) | [paddle.nn.AdaptiveMaxPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/AdaptiveMaxPool3D_cn.html#adaptivemaxpool3d) | 功能一致，参数名不一致                                       |
| 20   | [torch.nn.AdaptiveAvgPool1d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool1d.html?highlight=adaptiveavgpool1d#torch.nn.AdaptiveAvgPool1d) | [paddle.nn.AdaptiveAvgPool1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/AdaptiveAvgPool1D_cn.html#adaptiveavgpool1d) | 功能一致，参数名不一致                                       |
| 21   | [torch.nn.AdaptiveAvgPool2d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool2d.html?highlight=adaptiveavgpool2d#torch.nn.AdaptiveAvgPool2d) | [paddle.nn.AdaptiveAvgPool2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/AdaptiveAvgPool2D_cn.html#adaptiveavgpool2d) | 功能一致，参数名不一致                                       |
| 22   | [torch.nn.AdaptiveAvgPool3d](https://pytorch.org/docs/stable/generated/torch.nn.AdaptiveAvgPool3d.html?highlight=adaptiveavgpool3d#torch.nn.AdaptiveAvgPool3d) | [paddle.nn.AdaptiveAvgPool3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/pooling/AdaptiveAvgPool3D_cn.html#adaptiveavgpool3d) | 功能一致，参数名不一致                                       |
| 23   | [torch.nn.ConstantPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad1d.html?highlight=pad#torch.nn.ConstantPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Pad1D_cn.html#pad1d) | [差异对比](torch.nn.ConstantPad1d.md)                     |
| 24   | [torch.nn.ConstantPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad2d.html?highlight=pad#torch.nn.ConstantPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Pad2D_cn.html#pad2d) | [差异对比](torch.nn.ConstantPad2d.md)                     |
| 25   | [torch.nn.ConstantPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ConstantPad3d.html?highlight=pad#torch.nn.ConstantPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Pad3D_cn.html#pad3d) | [差异对比](torch.nn.ConstantPad3d.md)                     |
| 26   | [torch.nn.ReflectionPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad1d.html?highlight=pad#torch.nn.ReflectionPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Pad1D_cn.html#pad1d) | [差异对比](torch.nn.ReflectionPad1d.md)                   |
| 27   | [torch.nn.ReflectionPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReflectionPad2d.html?highlight=pad#torch.nn.ReflectionPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Pad2D_cn.html#pad2d) | [差异对比](torch.nn.ReflectionPad2d.md)                   |
| 28   | [torch.nn.ReplicationPad1d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad1d.html?highlight=pad#torch.nn.ReplicationPad1d) | [paddle.nn.Pad1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Pad1D_cn.html#pad1d) | [差异对比](torch.nn.ReplicationPad1d.md)                  |
| 29   | [torch.nn.ReplicationPad2d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad2d.html?highlight=pad#torch.nn.ReplicationPad2d) | [paddle.nn.Pad2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Pad2D_cn.html#pad2d) | [差异对比](torch.nn.ReplicationPad2d.md)                  |
| 30   | [torch.nn.ReplicationPad3d](https://pytorch.org/docs/stable/generated/torch.nn.ReplicationPad3d.html?highlight=pad#torch.nn.ReplicationPad3d) | [paddle.nn.Pad3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Pad3D_cn.html#pad3d) | [差异对比](torch.nn.ReplicationPad3d.md)                  |
| 31   | [torch.nn.BatchNorm1d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm1d.html?highlight=torch%20nn%20batchnorm1d#torch.nn.BatchNorm1d) | [paddle.nn.BatchNorm1D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/norm/BatchNorm1D_cn.html#batchnorm1d) | [差异对比](torch.nn.BatchNorm1d.md)                       |
| 32   | [torch.nn.BatchNorm2d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm2d.html?highlight=batchnorm2d#torch.nn.BatchNorm2d) | [paddle.nn.BatchNorm2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/norm/BatchNorm2D_cn.html#batchnorm2d) | [差异对比](torch.nn.BatchNorm2d.md)                       |
| 33   | [torch.nn.BatchNorm3d](https://pytorch.org/docs/stable/generated/torch.nn.BatchNorm3d.html?highlight=torch%20nn%20batchnorm3d#torch.nn.BatchNorm3d) | [paddle.nn.BatchNorm3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/norm/BatchNorm3D_cn.html#batchnorm3d) | [差异对比](torch.nn.BatchNorm3d.md)                       |
| 34   | [torch.nn.Upsample](https://pytorch.org/docs/stable/generated/torch.nn.Upsample.html?highlight=upsample#torch.nn.Upsample) | [paddle.nn.Upsample](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Upsample_cn.html#upsample) | [差异对比](torch.nn.Upsample.md)                          |
| 35   | [torch.nn.Dropout](https://pytorch.org/docs/stable/generated/torch.nn.Dropout.html?highlight=dropout#torch.nn.Dropout) | [paddle.nn.Dropout](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Dropout_cn.html#dropout) | [差异对比](torch.nn.Dropout.md)                           |
| 36   | [torch.nn.Dropout2d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout2d.html?highlight=dropout2d#torch.nn.Dropout2d) | [paddle.nn.Dropout2D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Dropout2D_cn.html#dropout2d) | [差异对比](torch.nn.Dropout2d.md)                         |
| 37   | [torch.nn.Dropout3d](https://pytorch.org/docs/stable/generated/torch.nn.Dropout3d.html?highlight=dropout3d#torch.nn.Dropout3d) | [paddle.nn.Dropout3D](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Dropout3D_cn.html#dropout3d) | [差异对比](torch.nn.Dropout3d.md)                         |
| 38   | [torch.nn.LSTM](https://pytorch.org/docs/stable/generated/torch.nn.LSTM.html?highlight=lstm#torch.nn.LSTM) | [paddle.nn.LSTM](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/rnn/LSTM_cn.html#lstm) | [差异对比](torch.nn.LSTM.md)                              |
| 39   | [torch.nn.GRU](https://pytorch.org/docs/stable/generated/torch.nn.GRU.html?highlight=torch%20nn%20gru#torch.nn.GRU) | [paddle.nn.GRU](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/rnn/GRU_cn.html#gru) | [差异对比](torch.nn.GRU.md)                               |
| 40   | [torch.nn.Embedding](https://pytorch.org/docs/stable/generated/torch.nn.Embedding.html?highlight=embedding#torch.nn.Embedding) | [paddle.nn.Embedding](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/common/Embedding_cn.html#embedding) | [差异对比](torch.nn.Embedding.md)                         |
| 41   | [torch.nn.ELU](https://pytorch.org/docs/stable/generated/torch.nn.ELU.html?highlight=elu#torch.nn.ELU) | [paddle.nn.ELU](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/activation/ELU_cn.html#elu) | 功能一致，PaddlePaddle未定义`inplace`参数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 |
| 42   | [torch.nn.Hardsigmoid](https://pytorch.org/docs/stable/generated/torch.nn.Hardsigmoid.html?highlight=hardsigmoid#torch.nn.Hardsigmoid) | [paddle.nn.Hardsigmoid](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/activation/Hardsigmoid_cn.html#hardsigmoid) | 功能一致，PaddlePaddle未定义`inplace`参数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 |
| 43   | [torch.nn.LeakyReLU](https://pytorch.org/docs/stable/generated/torch.nn.LeakyReLU.html?highlight=leakyrelu#torch.nn.LeakyReLU) | [paddle.nn.LeakyReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/activation/LeakyReLU_cn.html#leakyrelu) | 功能一致，PaddlePaddle未定义`inplace`参数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 |
| 44   | [torch.nn.PReLU](https://pytorch.org/docs/stable/generated/torch.nn.PReLU.html?highlight=prelu#torch.nn.PReLU) | [paddle.nn.PReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/activation/PReLU_cn.html#prelu) | 功能一致                                                     |
| 45   | [torch.nn.ReLU](https://pytorch.org/docs/stable/generated/torch.nn.ReLU.html?highlight=relu#torch.nn.ReLU) | [paddle.nn.ReLU](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/activation/ReLU_cn.html#relu) | 功能一致，PaddlePaddle未定义`inplace`参数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 |
| 46   | [torch.nn.Softmax](https://pytorch.org/docs/stable/generated/torch.nn.Softmax.html?highlight=softmax#torch.nn.Softmax) | [paddle.nn.Softmax](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/nn/layer/activation/Softmax_cn.html#softmax) | 功能一致，参数名不一致  |


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