fix the docs url

docs/pytorch_project_convertor/API_docs/utils/README.md

@@ -2,14 +2,14 @@
 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                                                         |
 | ---- | ------------------------------------------------------------ | ------------------------------------------------------------ | ------------------------------------------------------------ |
-| 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)                   |
-| 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)            |
-| 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)         |
-| 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)             |
-| 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)           |
-| 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) |
+| 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](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](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](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](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](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                                                     |
-| 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                                                     |
 
 ***持续更新...***

docs/pytorch_project_convertor/API_docs/vision/README.md

@@ -4,21 +4,21 @@
 | 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                                                |
-| 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                                                |
 | 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                                                |
 | 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                                                |
 | 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                                                |
 | 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                                                |
 | 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                                                |
-| 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)     |
-| 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)      |
-| 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)                                                |
+| 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](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](https://github.com/PaddlePaddle/X2Paddle/tree/develop/docs/pytorch_project_convertor/API_docs/vision/torchvision.models.md)                                                |
 
 ***持续更新...***