Beginners guide to Docker

Beginners guide to Docker

Pull the image to local machine

docker pull nvcr.io/nvidia/tensorflow:<xx.xx>-py<x>

Run the image locally and commit installed packages

nvidia-docker run -it --rm -v [local_dir:container_dir] [nvcr.io/nvidia/tensorflow:<xx.xx>-py<x>]
pip install [packages]

While the image is running, open a new terminal :

docker ps
docker commit [imageId] [nvcr.io/nvidia/tensorflow:<xx.xx>-py<x>-v<>]
docker images

Exit running image

Save image as tar file

docker images
docker save [imageId] > [/path/to/file.tar]

Copy image tar to remote machine

rsync -avP [/path/to/file.tar] [[email protected]:/path/to/dir]

Load image on remote machine

docker load < [/path/to/file.tar]
docker images

Run image on remote machine

nvidia-docker run -it --rm -v [local_dir:container_dir] [nvcr.io/nvidia/tensorflow:<xx.xx>-py<x>-v<>]