Update 3.1.1 install docs (#7381)

Author: tianshuo78520a

docs/install/Tables.md

@@ -21,46 +21,46 @@
 
 * CPU 版的 PaddlePaddle：
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1
     ```
 
 * CPU 版的 PaddlePaddle，且镜像中预装好了 jupyter：
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-jupyter
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-jupyter
     ```
 
 * 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**)：
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda11.8-cudnn8.9
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda11.8-cudnn8.9
     ```
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda12.6-cudnn9.5
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda12.6-cudnn9.5
     ```
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda12.9-cudnn9.9
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda12.9-cudnn9.9
     ```
 
 如果您的机器不在中国大陆地区，可以直接从 DockerHub 拉取镜像：
 
 * CPU 版的 PaddlePaddle：
     ```
-    docker pull paddlepaddle/paddle:3.1.0
+    docker pull paddlepaddle/paddle:3.1.1
     ```
 
 * CPU 版的 PaddlePaddle，且镜像中预装好了 jupyter：
     ```
-    docker pull paddlepaddle/paddle:3.1.0-jupyter
+    docker pull paddlepaddle/paddle:3.1.1-jupyter
     ```
 
 * 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**)：
     ```
-    docker pull paddlepaddle/paddle:3.1.0-gpu-cuda11.8-cudnn8.9
+    docker pull paddlepaddle/paddle:3.1.1-gpu-cuda11.8-cudnn8.9
     ```
     ```
-    docker pull paddlepaddle/paddle:3.1.0-gpu-cuda12.6-cudnn9.5
+    docker pull paddlepaddle/paddle:3.1.1-gpu-cuda12.6-cudnn9.5
     ```
     ```
-    docker pull paddlepaddle/paddle:3.1.0-gpu-cuda12.9-cudnn9.9
+    docker pull paddlepaddle/paddle:3.1.1-gpu-cuda12.9-cudnn9.9
     ```
 
 您还可以访问[DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/)获取更多镜像。
@@ -72,7 +72,7 @@
 
 
     ```
-    docker run --name paddle_docker -it -v $PWD:/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0 /bin/bash
+    docker run --name paddle_docker -it -v $PWD:/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1 /bin/bash
     ```
 
     - `--name paddle_docker`：设定 Docker 的名称，`paddle_docker` 是自己设置的名称；
@@ -83,7 +83,7 @@
 
     - `-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；
 
-    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0`：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
+    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1`：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
 
 
 * 使用 CPU 版本的 PaddlePaddle，且镜像中预装好了 jupyter：
@@ -98,7 +98,7 @@
     cd ./jupyter_docker
     ```
     ```
-    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:3.1.0-jupyter
+    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:3.1.1-jupyter
     ```
 
     - `--rm`：关闭容器后删除容器；
@@ -109,13 +109,13 @@
 
     - `-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；
 
-    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-jupyter`：指定需要使用的 image 名称，您可以通过`docker images`命令查看
+    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-jupyter`：指定需要使用的 image 名称，您可以通过`docker images`命令查看
 
 
 * 使用 GPU 版本的 PaddlePaddle：
 
     ```
-    docker run --gpus all --name paddle_docker -v $PWD:/paddle --network=host -it ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda12.6-cudnn9.5 /bin/bash
+    docker run --gpus all --name paddle_docker -v $PWD:/paddle --network=host -it ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda12.6-cudnn9.5 /bin/bash
     ```
 
     - `--gpus all`: 在 Docker 容器中允许使用 gpu;
@@ -127,7 +127,7 @@
 
     - `-it`： 与宿主机保持交互状态;
 
-    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda12.6-cudnn9.5`：使用名为`ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle`, tag 为`3.1.0-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。
+    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda12.6-cudnn9.5`：使用名为`ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle`, tag 为`3.1.1-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。
 
 
 
@@ -146,24 +146,24 @@
     </thead>
     <tbody>
         <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0 </td>
-        <td> 安装了 3.1.0 版本 paddle 的 CPU 镜像 </td>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1 </td>
+        <td> 安装了 3.1.1 版本 paddle 的 CPU 镜像 </td>
     </tr>
     <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-jupyter </td>
-        <td> 安装了 3.1.0 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>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-jupyter </td>
+        <td> 安装了 3.1.1 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>
     </tr>
     <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda11.8-cudnn8.9 </td>
-        <td> 安装了 3.1.0 版本 paddle 的 GPU 镜像，cuda 版本为 11.8，cudnn 版本为 8.9 </td>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda11.8-cudnn8.9 </td>
+        <td> 安装了 3.1.1 版本 paddle 的 GPU 镜像，cuda 版本为 11.8，cudnn 版本为 8.9 </td>
     </tr>
     <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda12.6-cudnn9.5 </td>
-        <td> 安装了 3.1.0 版本 paddle 的 GPU 镜像，cuda 版本为 12.6，cudnn 版本为 9.5 </td>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda12.6-cudnn9.5 </td>
+        <td> 安装了 3.1.1 版本 paddle 的 GPU 镜像，cuda 版本为 12.6，cudnn 版本为 9.5 </td>
     </tr>
     <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda12.9-cudnn9.9 </td>
-        <td> 安装了 3.1.0 版本 paddle 的 GPU 镜像，cuda 版本为 12.9，cudnn 版本为 9.9 </td>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda12.9-cudnn9.9 </td>
+        <td> 安装了 3.1.1 版本 paddle 的 GPU 镜像，cuda 版本为 12.9，cudnn 版本为 9.9 </td>
     </tr>
    </tbody>
 </table>

docs/install/Tables_en.md

@@ -21,46 +21,46 @@ For domestic users, when downloading docker is slow due to network problems, you
 
 * CPU version of PaddlePaddle：
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1
     ```
 
 * CPU version of PaddlePaddle, and the image is pre-installed with jupyter：
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-jupyter
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-jupyter
     ```
 
 * GPU version of PaddlePaddle(**Latest version of gpu image is recommended， and make sure NVIDIA Container Toolkit is installed successfully**)：
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda11.8-cudnn8.9
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda11.8-cudnn8.9
     ```
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda12.6-cudnn9.5
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda12.6-cudnn9.5
     ```
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda12.9-cudnn9.9
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda12.9-cudnn9.9
     ```
 
 If your machine is not in mainland China, you can pull the image directly from DockerHub:
 
 * CPU version of PaddlePaddle：
     ```
-    docker pull paddlepaddle/paddle:3.1.0
+    docker pull paddlepaddle/paddle:3.1.1
     ```
 
 * CPU version of PaddlePaddle, and the image is pre-installed with jupyter：
     ```
-    docker pull paddlepaddle/paddle:3.1.0-jupyter
+    docker pull paddlepaddle/paddle:3.1.1-jupyter
     ```
 
 * GPU version of PaddlePaddle(**Latest version of gpu image is recommended， and make sure NVIDIA Container Toolkit is installed successfully**)：
     ```
-    docker pull paddlepaddle/paddle:3.1.0-gpu-cuda11.8-cudnn8.9
+    docker pull paddlepaddle/paddle:3.1.1-gpu-cuda11.8-cudnn8.9
     ```
     ```
-    docker pull paddlepaddle/paddle:3.1.0-gpu-cuda12.6-cudnn9.5
+    docker pull paddlepaddle/paddle:3.1.1-gpu-cuda12.6-cudnn9.5
     ```
     ```
-    docker pull paddlepaddle/paddle:3.1.0-gpu-cuda12.9-cudnn9.9
+    docker pull paddlepaddle/paddle:3.1.1-gpu-cuda12.9-cudnn9.9
     ```
 
 You can see [DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/) to get more images.
@@ -72,7 +72,7 @@ You can see [DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/) to g
 
 
     ```
-    docker run --name paddle_docker -it -v $PWD:/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0 /bin/bash
+    docker run --name paddle_docker -it -v $PWD:/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1 /bin/bash
     ```
 
     - `--name paddle_docker`: set name of Docker, `paddle_docker` is name of docker you set;
@@ -83,15 +83,15 @@ You can see [DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/) to g
 
     - `-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;
 
-    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0`: 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
+    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1`: 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
 
 
 * Use GPU version of PaddlePaddle：
 
 
 
     ```
-    docker run --gpus all --name paddle_docker -v $PWD:/paddle --network=host -it ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda12.6-cudnn9.5 /bin/bash
+    docker run --gpus all --name paddle_docker -v $PWD:/paddle --network=host -it ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda12.6-cudnn9.5 /bin/bash
     ```
 
     - `--gpus all`: gpu resources can be used in Docker container;
@@ -104,7 +104,7 @@ You can see [DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/) to g
 
     - `-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;
 
-    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-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
+    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-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
 
 
 * Use CPU version of PaddlePaddle with jupyter：
@@ -120,7 +120,7 @@ You can see [DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/) to g
     cd ./jupyter_docker
     ```
     ```
-    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:3.1.0-jupyter
+    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:3.1.1-jupyter
     ```
 
     - `--rm`: Delete the container after closing it;
@@ -131,7 +131,7 @@ You can see [DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/) to g
 
     - `-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;
 
-    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-jupyter`: Specify the name of the image to be used, you can view it through the `docker images` command
+    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-jupyter`: Specify the name of the image to be used, you can view it through the `docker images` command
 
 
 Now you have successfully used Docker to install PaddlePaddle. For more information about using Docker, see[Docker official documents](https://docs.docker.com)
@@ -149,24 +149,24 @@ Now you have successfully used Docker to install PaddlePaddle. For more informat
     </thead>
     <tbody>
         <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0 </td>
-        <td> CPU image with 3.1.0 version of paddle installed </td>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1 </td>
+        <td> CPU image with 3.1.1 version of paddle installed </td>
     </tr>
     <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-jupyter </td>
-        <td> CPU image of paddle version 3.1.0 is installed, and jupyter is pre-installed in the image. Start the docker to run the jupyter service </td>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-jupyter </td>
+        <td> CPU image of paddle version 3.1.1 is installed, and jupyter is pre-installed in the image. Start the docker to run the jupyter service </td>
     </tr>
     <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda11.8-cudnn8.9 </td>
-        <td> GPU image of paddle version 3.1.0 is installed, cuda version is 11.8, cudnn version is 8.9 </td>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda11.8-cudnn8.9 </td>
+        <td> GPU image of paddle version 3.1.1 is installed, cuda version is 11.8, cudnn version is 8.9 </td>
     </tr>
     <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda12.6-cudnn9.5 </td>
-        <td> GPU image of paddle version 3.1.0 is installed, cuda version is 12.6, cudnn version is 9.5 </td>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda12.6-cudnn9.5 </td>
+        <td> GPU image of paddle version 3.1.1 is installed, cuda version is 12.6, cudnn version is 9.5 </td>
     </tr>
     <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-gpu-cuda12.9-cudnn9.9 </td>
-        <td> GPU image of paddle version 3.1.0 is installed, cuda version is 12.9, cudnn version is 9.9 </td>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-gpu-cuda12.9-cudnn9.9 </td>
+        <td> GPU image of paddle version 3.1.1 is installed, cuda version is 12.9, cudnn version is 9.9 </td>
     </tr>
    </tbody>
 </table>

docs/install/docker/linux-docker.md

@@ -19,24 +19,24 @@
 
 * CPU 版的 PaddlePaddle：
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1
     ```
 
 * CPU 版的 PaddlePaddle，且镜像中预装好了 jupyter：
     ```
-    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-jupyter
+    docker pull ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-jupyter
     ```
 
 如果您的机器不在中国大陆地区，可以直接从 DockerHub 拉取镜像：
 
 * CPU 版的 PaddlePaddle：
     ```
-    docker pull paddlepaddle/paddle:3.1.0
+    docker pull paddlepaddle/paddle:3.1.1
     ```
 
 * CPU 版的 PaddlePaddle，且镜像中预装好了 jupyter：
     ```
-    docker pull paddlepaddle/paddle:3.1.0-jupyter
+    docker pull paddlepaddle/paddle:3.1.1-jupyter
     ```
 
 您还可以访问[DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/)获取更多镜像。
@@ -48,7 +48,7 @@
 
 
     ```
-    docker run --name paddle_docker -it -v $PWD:/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0 /bin/bash
+    docker run --name paddle_docker -it -v $PWD:/paddle ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1 /bin/bash
     ```
 
     - `--name paddle_docker`：设定 Docker 的名称，`paddle_docker` 是自己设置的名称；
@@ -59,7 +59,7 @@
 
     - `-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；
 
-    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0`：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
+    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1`：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
 
 * 使用 CPU 版本的 PaddlePaddle，且镜像中预装好了 jupyter：
 
@@ -73,7 +73,7 @@
     cd ./jupyter_docker
     ```
     ```
-    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:3.1.0-jupyter
+    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:3.1.1-jupyter
     ```
 
     - `--rm`：关闭容器后删除容器；
@@ -84,7 +84,7 @@
 
     - `-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；
 
-    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-jupyter`：指定需要使用的 image 名称，您可以通过`docker images`命令查看
+    - `ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-jupyter`：指定需要使用的 image 名称，您可以通过`docker images`命令查看
 
 
 
@@ -104,12 +104,12 @@
     </thead>
     <tbody>
         <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0 </td>
-        <td> 安装了 3.1.0 版本 paddle 的 CPU 镜像 </td>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1 </td>
+        <td> 安装了 3.1.1 版本 paddle 的 CPU 镜像 </td>
     </tr>
     <tr>
-        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.0-jupyter </td>
-        <td> 安装了 3.1.0 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>
+        <td> ccr-2vdh3abv-pub.cnc.bj.baidubce.com/paddlepaddle/paddle:3.1.1-jupyter </td>
+        <td> 安装了 3.1.1 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>
     </tr>
    </tbody>
 </table>