This docker image supports with jupyter, pytorch and cuda.
docker run --rm -it \
-p 8888:8888 \
-e JUPYTER_TOKEN=passwd \
tverous/pytorch-notebook:latestdocker run --rm -it \
--gpus all \
-p 8888:8888 \
-e JUPYTER_TOKEN=passwd \
tverous/pytorch-notebook:latestdocker run --rm -it \
--gpus all \
-p 8888:8888 \
-e JUPYTER_TOKEN=passwd \
-v /local_vol:/docker_vol \
tverous/pytorch-notebook:latestTo start the container with a non-root user, you need to build a new image that includes the designated user.
git clone https://github.com/Tverous/pytorch-notebook.git
cd pytorch-notebook/Build a new image that incorporates a non-administrator user within.
The NOPASSWD option is enabled for the sudo command in the create-user.dockerfile file, signifying that no password is necessary to execute the sudo command.
Modify this setting if it is not desired.
docker build --no-cache \
-f create-user.dockerfile \
--build-arg MY_UID="$(id -u)" \
--build-arg MY_GID="$(id -g)" \
--build-arg USER=demo \
--build-arg HOME=/home/demo \
-t tverous/pytorch-notebook:user \
.Start the container with the image you just builded.
docker run --rm -it \
-p 8888:8888 \
-e JUPYTER_TOKEN=passwd \
tverous/pytorch-notebook:userWhere the argument MY_UID is the user id for the created user, MY_GID is the group id for the created user, USER is the name of the created user, and HOME is the home directory for the created user.
Please check the file create-user.dockerfile for details
Jupyter Lab supports extensions to enhance its functionality.
Check awesome-jupyter for a list of awesome JupyterLab extensions and resources.
git clone https://github.com/Tverous/pytorch-notebook.git
cd pytorch-notebook/Build a new image with installed Jupyter Lab extensions.
docker build --no-cache \
-f jupyter-lab-extension.dockerfile \
-t tverous/pytorch-notebook:extension \
.Start the container with the image you just builded.
docker run --rm -it \
-p 8888:8888 \
-e JUPYTER_TOKEN=passwd \
tverous/pytorch-notebook:extensionUpdate the file jupter-lab-extension.dockerfile for other extensions you would like to install.
When you start a notebook server with token authentication enabled (default), a token is generated to use for authentication.
This token is logged to the terminal, so that you can copy/paste the URL into your browser:
If you did not specify the token before starting the container, make sure to copy/paste the token logged on the terminal
[I 11:59:16.597 NotebookApp] The Jupyter Notebook is running at:
http://localhost:8888/?token=c8de56fa4deed24899803e93c227592aef6538f93025fe01Make sure to update the localhost of the url to your remote server IP, if you are running the container remotely
Press Ctrl + p and Ctrl + q to detach the tty.
docker run --rm \ # remove the container when it exits
-it \ # pseudo-TTY
-p 8888:8888 \ # port forwarding: <Host>:<Container>
--gpus all \ # support all gpus (docker > 19.03)
-v /local_vol:/docker_vol \ # volume: mapping local folder to container
-e JUPYTER_TOKEN=passwd \ # Jupyter password: passwd
-d tverous/pytorch-notebook:latest