TensorFlow 2

Docker Run

docker pull tensorflow/tensorflow:latest-gpu-jupyter

docker run -it -p 1234:8888 -v ~/ws/docker_test_1/Docker:/tf/ latest-gpu-jupyter
# or
docker run --gpus all -it --rm tensorflow/tensorflow:latest-gpu
# or
docker run --gpus all -it --rm tensorflow/tensorflow:latest-gpu-jupyter

  • docker run: start container from image

  • -it: interactive mode

  • -p 1234:8888: port mapping - port 1234 of local with 8888 of container

  • -v DIR: mount directory

  • image_id (64d8717296f8): name of docker image where container is to be created

All images: docker images

Current running dockers: docker ps

Stop container: docker stop

Jupyter notebook: http://localhost:1234/

Remove a container:

docker ps -a
docker rm [ID]

# For all exited containers
docker ps -a -f status=exited
docker rm $(docker ps -a -f status=exited -q)