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‎docs/install/Tables.md‎

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‎docs/install/Tables_en.md‎

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‎docs/install/docker/linux-docker.md‎

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* CPU 版的 PaddlePaddle：
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2
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```
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* CPU 版的 PaddlePaddle，且镜像中预装好了 jupyter：
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-jupyter
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-jupyter
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```
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* GPU 版的 PaddlePaddle(**建议拉取最新版本镜像，并确保已经成功安装 NVIDIA Container Toolkit**)：
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda11.8-cudnn8.9
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda11.8-cudnn8.9
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```
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.6-cudnn9.5
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.6-cudnn9.5
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```
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.9-cudnn9.9
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.9-cudnn9.9
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```
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda13.0-cudnn9.13
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda13.0-cudnn9.13
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```
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如果您的机器不在中国大陆地区，可以直接从 DockerHub 拉取镜像：
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* CPU 版的 PaddlePaddle：
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```
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docker pull paddlepaddle/paddle:3.2.1
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docker pull paddlepaddle/paddle:3.2.2
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```
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* CPU 版的 PaddlePaddle，且镜像中预装好了 jupyter：
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```
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docker pull paddlepaddle/paddle:3.2.1-jupyter
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docker pull paddlepaddle/paddle:3.2.2-jupyter
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```
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* GPU 版的 PaddlePaddle(**建议拉取最新版本镜像，并确保已经成功安装 NVIDIA Container Toolkit**)：
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```
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docker pull paddlepaddle/paddle:3.2.1-gpu-cuda11.8-cudnn8.9
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docker pull paddlepaddle/paddle:3.2.2-gpu-cuda11.8-cudnn8.9
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```
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```
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docker pull paddlepaddle/paddle:3.2.1-gpu-cuda12.6-cudnn9.5
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docker pull paddlepaddle/paddle:3.2.2-gpu-cuda12.6-cudnn9.5
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```
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```
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docker pull paddlepaddle/paddle:3.2.1-gpu-cuda12.9-cudnn9.9
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docker pull paddlepaddle/paddle:3.2.2-gpu-cuda12.9-cudnn9.9
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```
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```
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docker pull paddlepaddle/paddle:3.2.1-gpu-cuda13.0-cudnn9.13
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docker pull paddlepaddle/paddle:3.2.2-gpu-cuda13.0-cudnn9.13
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```
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您还可以访问[DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/)获取更多镜像。
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```
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docker run --name paddle_docker -it -v $PWD:/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1 /bin/bash
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docker run --name paddle_docker -it -v $PWD:/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2 /bin/bash
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```
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- `--name paddle_docker`：设定 Docker 的名称，`paddle_docker` 是自己设置的名称；
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- `-v $PWD:/paddle`：指定将当前路径（PWD 变量会展开为当前路径的绝对路径）挂载到容器内部的 /paddle 目录；
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1`：指定需要使用的 image 名称，您可以通过`docker images`命令查看；/bin/bash 是在 Docker 中要执行的命令
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2`：指定需要使用的 image 名称，您可以通过`docker images`命令查看；/bin/bash 是在 Docker 中要执行的命令
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* 使用 CPU 版本的 PaddlePaddle，且镜像中预装好了 jupyter：
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cd ./jupyter_docker
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```
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```
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docker run -p 80:80 --rm --env USER_PASSWD="password you set" -v $PWD:/home/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-jupyter
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docker run -p 80:80 --rm --env USER_PASSWD="password you set" -v $PWD:/home/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-jupyter
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```
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- `--rm`：关闭容器后删除容器；
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- `-v $PWD:/home/paddle`：指定将当前路径（PWD 变量会展开为当前路径的绝对路径）挂载到容器内部的 /home/paddle 目录；
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-jupyter`：指定需要使用的 image 名称，您可以通过`docker images`命令查看
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-jupyter`：指定需要使用的 image 名称，您可以通过`docker images`命令查看
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* 使用 GPU 版本的 PaddlePaddle：
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```
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docker run --gpus all --name paddle_docker -v $PWD:/paddle --network=host -it ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.6-cudnn9.5 /bin/bash
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docker run --gpus all --name paddle_docker -v $PWD:/paddle --network=host -it ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.6-cudnn9.5 /bin/bash
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```
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- `--gpus all`: 在 Docker 容器中允许使用 gpu;
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- `-it`： 与宿主机保持交互状态;
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.6-cudnn9.5`：使用名为`ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle`, tag 为`3.2.1-gpu-cuda12.6-cudnn9.5`的镜像创建 Docker 容器，/bin/bash 进入容器后启动/bin/bash 命令。
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.6-cudnn9.5`：使用名为`ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle`, tag 为`3.2.2-gpu-cuda12.6-cudnn9.5`的镜像创建 Docker 容器，/bin/bash 进入容器后启动/bin/bash 命令。
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</thead>
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<tbody>
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<tr>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1 </td>
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<td> 安装了 3.2.1 版本 paddle 的 CPU 镜像 </td>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2 </td>
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<td> 安装了 3.2.2 版本 paddle 的 CPU 镜像 </td>
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</tr>
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<tr>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-jupyter </td>
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<td> 安装了 3.2.1 版本 paddle 的 CPU 镜像，且镜像中预装好了 jupyter，启动 docker 即运行 jupyter 服务 </td>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-jupyter </td>
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<td> 安装了 3.2.2 版本 paddle 的 CPU 镜像，且镜像中预装好了 jupyter，启动 docker 即运行 jupyter 服务 </td>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda11.8-cudnn8.9 </td>
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<td> 安装了 3.2.1 版本 paddle 的 GPU 镜像，cuda 版本为 11.8，cudnn 版本为 8.9 </td>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda11.8-cudnn8.9 </td>
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<td> 安装了 3.2.2 版本 paddle 的 GPU 镜像，cuda 版本为 11.8，cudnn 版本为 8.9 </td>
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</tr>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.6-cudnn9.5 </td>
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<td> 安装了 3.2.1 版本 paddle 的 GPU 镜像，cuda 版本为 12.6，cudnn 版本为 9.5 </td>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.6-cudnn9.5 </td>
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<td> 安装了 3.2.2 版本 paddle 的 GPU 镜像，cuda 版本为 12.6，cudnn 版本为 9.5 </td>
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</tr>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.9-cudnn9.9 </td>
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<td> 安装了 3.2.1 版本 paddle 的 GPU 镜像，cuda 版本为 12.9，cudnn 版本为 9.9 </td>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.9-cudnn9.9 </td>
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<td> 安装了 3.2.2 版本 paddle 的 GPU 镜像，cuda 版本为 12.9，cudnn 版本为 9.9 </td>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda13.0-cudnn9.13 </td>
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<td> 安装了 3.2.1 版本 paddle 的 GPU 镜像，cuda 版本为 13.0，cudnn 版本为 9.13 </td>
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<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda13.0-cudnn9.13 </td>
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<td> 安装了 3.2.2 版本 paddle 的 GPU 镜像，cuda 版本为 13.0，cudnn 版本为 9.13 </td>
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</tbody>
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</table>

‎docs/install/docker/linux-docker_en.md‎

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* CPU version of PaddlePaddle：
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2
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```
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* CPU version of PaddlePaddle, and the image is pre-installed with jupyter：
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-jupyter
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-jupyter
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```
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* GPU version of PaddlePaddle(**Latest version of gpu image is recommended， and make sure NVIDIA Container Toolkit is installed successfully**)：
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda11.8-cudnn8.9
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda11.8-cudnn8.9
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```
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.6-cudnn9.5
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.6-cudnn9.5
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```
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.9-cudnn9.9
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.9-cudnn9.9
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```
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```
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda13.0-cudnn9.13
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docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda13.0-cudnn9.13
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```
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If your machine is not in mainland China, you can pull the image directly from DockerHub:
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* CPU version of PaddlePaddle：
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```
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docker pull paddlepaddle/paddle:3.2.1
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docker pull paddlepaddle/paddle:3.2.2
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```
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* CPU version of PaddlePaddle, and the image is pre-installed with jupyter：
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```
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docker pull paddlepaddle/paddle:3.2.1-jupyter
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docker pull paddlepaddle/paddle:3.2.2-jupyter
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```
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* GPU version of PaddlePaddle(**Latest version of gpu image is recommended， and make sure NVIDIA Container Toolkit is installed successfully**)：
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```
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docker pull paddlepaddle/paddle:3.2.1-gpu-cuda11.8-cudnn8.9
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docker pull paddlepaddle/paddle:3.2.2-gpu-cuda11.8-cudnn8.9
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```
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```
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docker pull paddlepaddle/paddle:3.2.1-gpu-cuda12.6-cudnn9.5
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docker pull paddlepaddle/paddle:3.2.2-gpu-cuda12.6-cudnn9.5
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```
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```
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docker pull paddlepaddle/paddle:3.2.1-gpu-cuda12.9-cudnn9.9
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docker pull paddlepaddle/paddle:3.2.2-gpu-cuda12.9-cudnn9.9
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```
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```
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docker pull paddlepaddle/paddle:3.2.1-gpu-cuda13.0-cudnn9.13
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docker pull paddlepaddle/paddle:3.2.2-gpu-cuda13.0-cudnn9.13
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```
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You can see [DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/) to get more images.
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```
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docker run --name paddle_docker -it -v $PWD:/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1 /bin/bash
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docker run --name paddle_docker -it -v $PWD:/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2 /bin/bash
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```
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- `--name paddle_docker`: set name of Docker, `paddle_docker` is name of docker you set;
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- `-v $PWD:/paddle`: Specifies to mount the current path of the host (PWD variable in Linux will expand to the absolute path of the current path) to the /paddle directory inside the container;
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1`: Specify the name of the image to be used. You can view it through the 'docker images' command. /bin/Bash is the command to be executed in Docker
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2`: Specify the name of the image to be used. You can view it through the 'docker images' command. /bin/Bash is the command to be executed in Docker
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* Use GPU version of PaddlePaddle：
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```
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docker run --gpus all --name paddle_docker -v $PWD:/paddle --network=host -it ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.6-cudnn9.5 /bin/bash
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docker run --gpus all --name paddle_docker -v $PWD:/paddle --network=host -it ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.6-cudnn9.5 /bin/bash
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```
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- `--gpus all`: gpu resources can be used in Docker container;
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- `-v $PWD:/paddle`: Specifies to mount the current path of the host (PWD variable in Linux will expand to the absolute path of the current path) to the /paddle directory inside the container;
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.6-cudnn9.5`: Specify the name of the image to be used. You can view it through the 'docker images' command. /bin/Bash is the command to be executed in Docker
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.6-cudnn9.5`: Specify the name of the image to be used. You can view it through the 'docker images' command. /bin/Bash is the command to be executed in Docker
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* Use CPU version of PaddlePaddle with jupyter：
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cd ./jupyter_docker
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```
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```
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docker run -p 80:80 --rm --env USER_PASSWD="password you set" -v $PWD:/home/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-jupyter
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docker run -p 80:80 --rm --env USER_PASSWD="password you set" -v $PWD:/home/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-jupyter
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```
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- `--rm`: Delete the container after closing it;
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- `-v $PWD:/home/paddle`: Specifies to mount the current path (the PWD variable will be expanded to the absolute path of the current path) to the /home/paddle directory inside the container;
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-jupyter`: Specify the name of the image to be used, you can view it through the `docker images` command
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- `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-jupyter`: Specify the name of the image to be used, you can view it through the `docker images` command
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Now you have successfully used Docker to install PaddlePaddle. For more information about using Docker, see[Docker official documents](https://docs.docker.com)
@@ -155,28 +155,28 @@ Now you have successfully used Docker to install PaddlePaddle. For more informat
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</thead>
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<tr>
158-
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1 </td>
159-
<td> CPU image with 3.2.1 version of paddle installed </td>
158+
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2 </td>
159+
<td> CPU image with 3.2.2 version of paddle installed </td>
160160
</tr>
161161
<tr>
162-
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-jupyter </td>
163-
<td> CPU image of paddle version 3.2.1 is installed, and jupyter is pre-installed in the image. Start the docker to run the jupyter service </td>
162+
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-jupyter </td>
163+
<td> CPU image of paddle version 3.2.2 is installed, and jupyter is pre-installed in the image. Start the docker to run the jupyter service </td>
164164
</tr>
165165
<tr>
166-
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda11.8-cudnn8.9 </td>
167-
<td> GPU image of paddle version 3.2.1 is installed, cuda version is 11.8, cudnn version is 8.9 </td>
166+
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda11.8-cudnn8.9 </td>
167+
<td> GPU image of paddle version 3.2.2 is installed, cuda version is 11.8, cudnn version is 8.9 </td>
168168
</tr>
169169
<tr>
170-
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.6-cudnn9.5 </td>
171-
<td> GPU image of paddle version 3.2.1 is installed, cuda version is 12.6, cudnn version is 9.5 </td>
170+
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.6-cudnn9.5 </td>
171+
<td> GPU image of paddle version 3.2.2 is installed, cuda version is 12.6, cudnn version is 9.5 </td>
172172
</tr>
173173
<tr>
174-
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda12.9-cudnn9.9 </td>
175-
<td> GPU image of paddle version 3.2.1 is installed, cuda version is 12.9, cudnn version is 9.9 </td>
174+
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda12.9-cudnn9.9 </td>
175+
<td> GPU image of paddle version 3.2.2 is installed, cuda version is 12.9, cudnn version is 9.9 </td>
176176
</tr>
177177
<tr>
178-
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.1-gpu-cuda13.0-cudnn9.13 </td>
179-
<td> GPU image of paddle version 3.2.1 is installed, cuda version is 13.0, cudnn version is 9.13 </td>
178+
<td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.2.2-gpu-cuda13.0-cudnn9.13 </td>
179+
<td> GPU image of paddle version 3.2.2 is installed, cuda version is 13.0, cudnn version is 9.13 </td>
180180
</tr>
181181
</tbody>
182182
</table>

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