Docker for Mac

Using Chainer on a Mac is not supported, and I decided to use Docker because of the hassle of porting it when I want to run it on a server after I’ve created something.

$ brew install docker $ brew cask install docker $ docker run -p 8888:8888 --name ml -it asashiho/ml-jupyter-python3

• Docker is useful when studying machine learning - Asa’s Alone
• https://hub.docker.com/r/asashiho/ml-jupyter-python3/~/dockerfile/
• When executed, Jupyter Notebook starts up.
• After Ctrl-C, the container does not disappear, but is stopped.
  • $ docker start /ml
  • $ docker exec /ml pwd
  • /notebooks

If you want to access data files, results files, etc. from the outside, Bind mounts instead of Volumes seems to be the way to go.

• https://docs.docker.com/storage/#choose-the-right-type-of-mount

$ docker run -p 8888:8888 --name ml -it --mount type=bind,source=/Users/nishio,target=/notebooks/home asashiho/ml-jupyter-python3

memo

• Chainer is not included.
• pip is old
  • You should consider upgrading via the ‘pip install —upgrade pip’ command.

  • pip install —upgrade pip

• I’ll be about 30% slower.

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