Prepare paddle in Docker1

使用Docker部署PaddlePaddle Book

最新推荐文章于 2025-09-10 23:01:16 发布

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最新推荐文章于 2025-09-10 23:01:16 发布

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博客介绍了使用Docker的相关操作，包括从国内服务器拉取仓库、运行交互式终端、在容器中安装git等。还提到利用Docker可在一分钟内创建服务于PaddlePaddle Book的容器，若运行不佳可更新镜像，最后能用命令行启动Jupyter Notebook。

Use Docker

1. Install Docker

sudo apt-get install -y docker.io

a) pull repository from server in China, here is a faster mirror:

sudo docker pull docker.paddlepaddle.org/paddle

b)run an interactive terminal

sudo docker run -i -t docker.paddlepaddle.org/paddle /bin/bash

c)Install git in container

   apt-get install git

d)Clone paddle tutorial code

   git clone https://github.com/PaddlePaddle/book.git

e)Open another terminal and commit the conntainer

     sudo docker container ls

     sudo docker commit -m="Add git and clone padddlepaddle tutorial code" -a="chenrufeng" c6ec649e0f08 paddle_tutorial:v1

PaddlePaddle Book

You can create a container serving PaddlePaddle Book using Jupyter Notebook in one minute using Docker. PaddlePaddle Book is an interactive Jupyter Notebook for users and developers.If you want to dig deeper into deep learning, PaddlePaddle Book definitely is your best choice.

We provide a packaged book image, simply issue the command:

docker run -p 8888:8888 paddlepaddle/book

Then, you would back and paste the address into the local browser:

http://localhost:8888/

That’s all. Enjoy your journey

Update paddlepaddle book docker(if above paddlepaddle/book does not work well, you may need update paddlepadde)

use compile paddlepaddle whl from source code. you can find the guild here.
and, then you can use python SimpleHttpServer to share your new compiled package.

sudo python -m SimpleHTTPServer 80

you can download the new package in your docker container. after success of downloading your package, replace the old one.

wget http://192.168.xx.xx/paddlepaddle-xxxxxx.whl
rm usr/local/lib/python2.7/dist-packages/paddl*
pip install paddlepaddle-xxxxxx.whl

Open another terminal to commit all changes in container.

sudo docker commit -m="update padddlepaddle package" -a="chenrufeng" c6ec649e0f08 paddle_book:v2

finally, everything is ready. We can use command line to start jupyter notebook

sudo docker run -p 8888:8888 paddle_book:v2 jupyter notebook --allow-root --ip=0.0.0.0