You can easily create all images using docker-compose
:
docker-compose build
This image contains several packages for deep learning projects with NVidia GPU support.
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Build this image
bash build_and_publish.sh --cuda 11.3.1-cudnn8-runtime-ubuntu20.04 --registry ghcr.io --publish ""
You can build this image using different cuda versions available here.
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Run the image locally
docker run --gpus all --name gpu-notebook -it --rm -d -p 8880:8888 ghcr.io/b-it-bots/docker/gpu-notebook:11.3.1-cudnn8-runtime-ubuntu20.04
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Login to the container
docker exec -ti gpu-notebook bash # check nvidia nvidia-smi