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I've been trying to use docker run to launch a previously pulled Tensorflow image.

Once I've done that, is there a way to use run along with a tag to include all of my apt packages?

I tried using:

docker run --rm --runtime=nvidia --privileged -it --env="DISPLAY" --env="PATH" --mount type=bind,source="$(pwd)",target=/matthew -v /tmp/.X11-unix:/tmp/.X11-unix -v /dev/bus/usb:/dev/bus/usb --network="host" tensorflow/tensorflow:latest-gpu-jupyter bash

I also tried --env=$PATH

This doesn't seem to work to include the apt packages.

I suppose the alternative is to use Docker From:Ubuntu as a parent image?

Any suggestions much appreciated!

  • just to clarify, you wan to run apt command inside the container from the system? – AtomiX84 May 2 '19 at 7:01
  • I just want to be able to use apt packages inside the container such as gedit or nano, etc. – Matthew Weems May 2 '19 at 8:30
  • All of TensorFlow's images are based on Ubuntu 16.04, so you should be able to use apt inside the image. You should create your own Dockerfile with FROM tensorflow/tensorflow:latest-gpu-jupyter and RUN apt update && apt install .... – pLumo May 2 '19 at 8:35
  • I just did not want to install a second copy of apt packages. Was trying to find an alternative. I don't have unlimited storage. :) – Matthew Weems May 2 '19 at 8:49
  • Have you tried instead of only bash. you can use apt update && apt install .... && bash, – Aditya Pawaskar May 2 '19 at 8:57
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If you want to add additional packages in a docker image, you create a Dockerfile:

FROM ubuntu
RUN apt-get install <whatever>

(it is recommended to install as much as you can in one call to RUN apt-get install, in other words, avoid using one apt-get per package)

You then create a new image using

docker build -t ubuntu-improved .

(. means "using the current directory as the source", Dockerfile is a reserved name for the container descriptions file, if you use another name, see the -f option). You can then run your image with

docker run ubuntu-improved

However, you normally don't need to install X and editors in the container (not even sure that X will run...). If you need to edit files used by the container, you use a bind-mount to share the file between host and container:

docker run -v /file/on/host:/file/in/container ubuntu-improved

Then you edit /file/on/host with your usual tools. The file can also be a directory.

| improve this answer | |
  • also you can tag your own created imange docker build -t ubuntu-improved:tag – AtomiX84 May 3 '19 at 9:03

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