oneoffcoder/conda-deeplearning repository overview

⁠Purpose

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

Here are some Deep Learning packages installed.

• TensorFlow⁠
• PyTorch⁠
• MXNet⁠
• spaCy⁠
• AllenNLP⁠

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.

• http://localhost:8888⁠