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Purpose

The purpose of this container is to create a Deep Learning Conda environment with Jupyter Lab.

Here are some Deep Learning packages installed.

Note that this container requires nvidia-docker2 (look at the runtime=nvidia requirement below when running this container). You will also need CUDA 10.0, cuDNN 7, and NCCL 2.3 installed on your host computer.

Source

GitHub

Docker

Pull it.

docker pull oneoffcoder/conda-deeplearning:latest

Run it.

docker run -it \
    --shm-size=5g \
    --gpus all \
    -p 8888:8888 \
    oneoffcoder/conda-deeplearning

Run it with a mounted host folder.

docker run -it \
    -v $HOME/git/docker-containers/conda-deeplearning/ipynb:/ipynb \
    -p 8888:8888 \
    --shm-size=5g \
    --gpus all \
    oneoffcoder/conda-deeplearning

Use it.