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docs/pytorch_project_convertor/API_docs/utils/README.md
浏览文件 @ 894cbe03
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该文档梳理了与数据处理、分布式处理等相关的PyTorch-PaddlePaddle API映射列表。 该文档梳理了与数据处理、分布式处理等相关的PyTorch-PaddlePaddle API映射列表。
| 序号 | PyTorch API | PaddlePaddle API | 备注 | | 序号 | PyTorch API | PaddlePaddle API | 备注 |
| ---- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ | | ---- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |
| 1 | [torch.nn.DataParallel](https://pytorch.org/docs/stable/generated/torch.nn.DataParallel.html?highlight=dataparallel#torch.nn.DataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/DataParallel_cn.html#dataparallel) | [差异对比](torch.nn.DataParallel.md) | | 1 | [torch.nn.DataParallel](https://pytorch.org/docs/stable/generated/torch.nn.DataParallel.html?highlight=dataparallel#torch.nn.DataParallel) | [paddle.DataParallel](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/DataParallel_cn.html#dataparallel) | [差异对比](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/utils/torch.nn.DataParallel.md) |
| 2 | [torch.nn.parameter.Parameter](https://pytorch.org/docs/stable/generated/torch.nn.parameter.Parameter.html?highlight=torch%20nn%20parameter#torch.nn.parameter.Parameter) | [paddle.create_parameter](https://github.com/PaddlePaddle/Paddle/blob/release/2.1/python/paddle/fluid/layers/tensor.py#L77) | [差异对比](torch.nn.parameter.Parameter.md) | | 2 | [torch.nn.parameter.Parameter](https://pytorch.org/docs/stable/generated/torch.nn.parameter.Parameter.html?highlight=torch%20nn%20parameter#torch.nn.parameter.Parameter) | [paddle.create_parameter](https://github.com/PaddlePaddle/Paddle/blob/release/2.1/python/paddle/fluid/layers/tensor.py#L77) | [差异对比](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/utils/torch.nn.parameter.Parameter.md) |
| 3 | [torch.nn.utils.clip_grad_value_](https://pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_value_.html?highlight=clip_grad_value_#torch.nn.utils.clip_grad_value_) | 无对应实现 | [组合实现](torch.nn.utils.clip_grad_value_.md) | | 3 | [torch.nn.utils.clip_grad_value_](https://pytorch.org/docs/stable/generated/torch.nn.utils.clip_grad_value_.html?highlight=clip_grad_value_#torch.nn.utils.clip_grad_value_) | 无对应实现 | [组合实现](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/utils/torch.nn.utils.clip_grad_value_.md) |
| 4 | [torch.utils.data.DataLoader](https://pytorch.org/docs/stable/data.html?highlight=dataloader#torch.utils.data.DataLoader) | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/DataLoader_cn.html#dataloader) | [差异对比](torch.utils.data.DataLoader.md) | | 4 | [torch.utils.data.DataLoader](https://pytorch.org/docs/stable/data.html?highlight=dataloader#torch.utils.data.DataLoader) | [paddle.io.DataLoader](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/DataLoader_cn.html#dataloader) | [差异对比](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/utils/torch.utils.data.DataLoader.md) |
| 5 | [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=random_split#torch.utils.data.random_split) | 无对应实现 | [组合实现](torch.utils.data.random_split.md) | | 5 | [torch.utils.data.random_split](https://pytorch.org/docs/stable/data.html?highlight=random_split#torch.utils.data.random_split) | 无对应实现 | [组合实现](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/utils/torch.utils.data.random_split.md) |
| 6 | [torch.utils.data.distributed.DistributedSampler](https://pytorch.org/docs/stable/data.html?highlight=distributedsampler#torch.utils.data.distributed.DistributedSampler) | 无对应实现 | [组合实现](torch.utils.data.distributed.DistributedSampler.md) | | 6 | [torch.utils.data.distributed.DistributedSampler](https://pytorch.org/docs/stable/data.html?highlight=distributedsampler#torch.utils.data.distributed.DistributedSampler) | 无对应实现 | [组合实现](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/utils/torch.utils.data.distributed.DistributedSampler.md) |
| 7 | [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset) | [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset) | 功能一致 | | 7 | [torch.utils.data.Dataset](https://pytorch.org/docs/stable/data.html?highlight=torch%20utils%20data%20dataset#torch.utils.data.Dataset) | [paddle.io.Dataset](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Dataset_cn.html#dataset) | 功能一致 |
| 8 | [torch.utils.data.BatchSampler](https://pytorch.org/docs/stable/data.html?highlight=batchsampler#torch.utils.data.BatchSampler) | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/BatchSampler_cn.html#batchsampler) | [差异对比](torch.utils.data.BatchSampler.md) | | 8 | [torch.utils.data.BatchSampler](https://pytorch.org/docs/stable/data.html?highlight=batchsampler#torch.utils.data.BatchSampler) | [paddle.io.BatchSampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/BatchSampler_cn.html#batchsampler) | [差异对比](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/utils/torch.utils.data.BatchSampler.md) |
| 9 | [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html?highlight=sampler#torch.utils.data.Sampler) | [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Sampler_cn.html#sampler) | 功能一致 | | 9 | [torch.utils.data.Sampler](https://pytorch.org/docs/stable/data.html?highlight=sampler#torch.utils.data.Sampler) | [paddle.io.Sampler](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/io/Sampler_cn.html#sampler) | 功能一致 |
***持续更新...*** ***持续更新...***
docs/pytorch_project_convertor/API_docs/vision/README.md
浏览文件 @ 894cbe03
...@@ -4,21 +4,21 @@ ...@@ -4,21 +4,21 @@
| 序号 | PyTorch API | PaddlePaddle API | 备注 | | 序号 | PyTorch API | PaddlePaddle API | 备注 |
| ---- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------- | | ---- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------- |
| 1 | [torchvision.transforms.Compose](https://pytorch.org/vision/stable/transforms.html?highlight=compose#torchvision.transforms.Compose) | [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/Compose_cn.html#compose) | 功能一致 | | 1 | [torchvision.transforms.Compose](https://pytorch.org/vision/stable/transforms.html?highlight=compose#torchvision.transforms.Compose) | [paddle.vision.transforms.Compose](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/Compose_cn.html#compose) | 功能一致 |
| 2 | [torchvision.transforms.ToPILImage](https://pytorch.org/vision/stable/transforms.html?highlight=topilimage#torchvision.transforms.ToPILImage) | 无对应实现 | [组合实现](torchvision.transforms.ToPILImage.md) | | 2 | [torchvision.transforms.ToPILImage](https://pytorch.org/vision/stable/transforms.html?highlight=topilimage#torchvision.transforms.ToPILImage) | 无对应实现 | [组合实现](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/vision/torchvision.transforms.ToPILImage.md) |
| 3 | [torchvision.transforms.Resize](https://pytorch.org/vision/stable/transforms.html?highlight=resize#torchvision.transforms.Resize) | [paddle.vision.transforms.Resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/Resize_cn.html#resize) | 功能一致 | | 3 | [torchvision.transforms.Resize](https://pytorch.org/vision/stable/transforms.html?highlight=resize#torchvision.transforms.Resize) | [paddle.vision.transforms.Resize](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/Resize_cn.html#resize) | 功能一致 |
| 4 | [torchvision.transforms.ToTensor](https://pytorch.org/vision/stable/transforms.html?highlight=totensor#torchvision.transforms.ToTensor) | [paddle.vision.transforms.ToTensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/ToTensor_cn.html#totensor) | 功能一致 | | 4 | [torchvision.transforms.ToTensor](https://pytorch.org/vision/stable/transforms.html?highlight=totensor#torchvision.transforms.ToTensor) | [paddle.vision.transforms.ToTensor](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/ToTensor_cn.html#totensor) | 功能一致 |
| 5 | [torchvision.transforms.RandomHorizontalFlip](https://pytorch.org/vision/stable/transforms.html?highlight=randomhorizontalflip#torchvision.transforms.RandomHorizontalFlip) | [paddle.vision.transforms.RandomHorizontalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/RandomHorizontalFlip_cn.html#randomhorizontalflip) | 功能一致 | | 5 | [torchvision.transforms.RandomHorizontalFlip](https://pytorch.org/vision/stable/transforms.html?highlight=randomhorizontalflip#torchvision.transforms.RandomHorizontalFlip) | [paddle.vision.transforms.RandomHorizontalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/RandomHorizontalFlip_cn.html#randomhorizontalflip) | 功能一致 |
| 6 | [torchvision.transforms.CenterCrop](https://pytorch.org/vision/stable/transforms.html?highlight=centercrop#torchvision.transforms.CenterCrop) | [paddle.vision.transforms.CenterCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/CenterCrop_cn.html#centercrop) | 功能一致 | | 6 | [torchvision.transforms.CenterCrop](https://pytorch.org/vision/stable/transforms.html?highlight=centercrop#torchvision.transforms.CenterCrop) | [paddle.vision.transforms.CenterCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/CenterCrop_cn.html#centercrop) | 功能一致 |
| 7 | [torchvision.transforms.ColorJitter](https://pytorch.org/vision/stable/transforms.html?highlight=colorjitter#torchvision.transforms.ColorJitter) | [paddle.vision.transforms.ColorJitter](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/ColorJitter_cn.html#colorjitter) | 功能一致 | | 7 | [torchvision.transforms.ColorJitter](https://pytorch.org/vision/stable/transforms.html?highlight=colorjitter#torchvision.transforms.ColorJitter) | [paddle.vision.transforms.ColorJitter](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/ColorJitter_cn.html#colorjitter) | 功能一致 |
| 8 | [torchvision.transforms.Grayscale](https://pytorch.org/vision/stable/transforms.html?highlight=grayscale#torchvision.transforms.Grayscale) | [paddle.vision.transforms.Grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/Grayscale_cn.html#grayscale) | 功能一致 | | 8 | [torchvision.transforms.Grayscale](https://pytorch.org/vision/stable/transforms.html?highlight=grayscale#torchvision.transforms.Grayscale) | [paddle.vision.transforms.Grayscale](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/Grayscale_cn.html#grayscale) | 功能一致 |
| 9 | [torchvision.transforms.Normalize](https://pytorch.org/vision/stable/transforms.html?highlight=normalize#torchvision.transforms.Normalize) | [paddle.vision.transforms.Normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/Normalize_cn.html#normalize) | [差异对比](torchvision.transforms.Normalize.md) | | 9 | [torchvision.transforms.Normalize](https://pytorch.org/vision/stable/transforms.html?highlight=normalize#torchvision.transforms.Normalize) | [paddle.vision.transforms.Normalize](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/Normalize_cn.html#normalize) | [差异对比](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/vision/torchvision.transforms.Normalize.md) |
| 10 | [torchvision.transforms.RandomResizedCrop](https://pytorch.org/vision/stable/transforms.html?highlight=randomresizedcrop#torchvision.transforms.RandomResizedCrop) | [paddle.vision.transforms.RandomResizedCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/RandomResizedCrop_cn.html#randomresizedcrop) | 功能一致 | | 10 | [torchvision.transforms.RandomResizedCrop](https://pytorch.org/vision/stable/transforms.html?highlight=randomresizedcrop#torchvision.transforms.RandomResizedCrop) | [paddle.vision.transforms.RandomResizedCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/RandomResizedCrop_cn.html#randomresizedcrop) | 功能一致 |
| 11 | [torchvision.transforms.Pad](https://pytorch.org/vision/stable/transforms.html?highlight=pad#torchvision.transforms.Pad) | [paddle.vision.transforms.Pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/Pad_cn.html#pad) | 功能一致 | | 11 | [torchvision.transforms.Pad](https://pytorch.org/vision/stable/transforms.html?highlight=pad#torchvision.transforms.Pad) | [paddle.vision.transforms.Pad](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/Pad_cn.html#pad) | 功能一致 |
| 12 | [torchvision.transforms.RandomCrop](https://pytorch.org/vision/stable/transforms.html?highlight=randomcrop#torchvision.transforms.RandomCrop) | [paddle.vision.transforms.RandomCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/transforms/RandomCrop_cn.html#randomcrop) | 功能一致 | | 12 | [torchvision.transforms.RandomCrop](https://pytorch.org/vision/stable/transforms.html?highlight=randomcrop#torchvision.transforms.RandomCrop) | [paddle.vision.transforms.RandomCrop](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/transforms/RandomCrop_cn.html#randomcrop) | 功能一致 |
| 13 | [torchvision.transforms.RandomRotation](https://pytorch.org/vision/stable/transforms.html?highlight=randomrotation#torchvision.transforms.RandomRotation) | [paddle.vision.transforms.RandomRotation](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/RandomCrop_cn.html#randomcrop) | 功能一致 | | 13 | [torchvision.transforms.RandomRotation](https://pytorch.org/vision/stable/transforms.html?highlight=randomrotation#torchvision.transforms.RandomRotation) | [paddle.vision.transforms.RandomRotation](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/RandomCrop_cn.html#randomcrop) | 功能一致 |
| 14 | [torchvision.transforms.RandomVerticalFlip](https://pytorch.org/vision/stable/transforms.html?highlight=randomverticalflip#torchvision.transforms.RandomVerticalFlip) | [paddle.vision.transforms.RandomVerticalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/RandomVerticalFlip_cn.html#randomverticalflip) | 功能一致 | | 14 | [torchvision.transforms.RandomVerticalFlip](https://pytorch.org/vision/stable/transforms.html?highlight=randomverticalflip#torchvision.transforms.RandomVerticalFlip) | [paddle.vision.transforms.RandomVerticalFlip](https://www.paddlepaddle.org.cn/documentation/docs/zh/api/paddle/vision/transforms/RandomVerticalFlip_cn.html#randomverticalflip) | 功能一致 |
| 15 | [torchvision.transforms.Lambda](https://pytorch.org/vision/stable/transforms.html?highlight=lambda#torchvision.transforms.Lambda) | 无对应实现 | [组合实现](torchvision.transforms.Lambda.md) | | 15 | [torchvision.transforms.Lambda](https://pytorch.org/vision/stable/transforms.html?highlight=lambda#torchvision.transforms.Lambda) | 无对应实现 | [组合实现](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/vision/torchvision.transforms.Lambda.md) |
| 17 | [torchvision.utils.save_image](https://pytorch.org/vision/stable/utils.html?highlight=save_image#torchvision.utils.save_image) | 无对应实现 | [组合实现](torchvision.utils.save_image.md) | | 17 | [torchvision.utils.save_image](https://pytorch.org/vision/stable/utils.html?highlight=save_image#torchvision.utils.save_image) | 无对应实现 | [组合实现](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/vision/torchvision.utils.save_image.md) |
| 18 | [torchvision.models 系列模型](https://pytorch.org/vision/stable/models.html?highlight=torchvision%20models) | X2Paddle提供 | [使用方式](torchvision.models.md) | | 18 | [torchvision.models 系列模型](https://pytorch.org/vision/stable/models.html?highlight=torchvision%20models) | X2Paddle提供 | [使用方式](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/vision/torchvision.models.md) |
***持续更新...*** ***持续更新...***
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