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Docker for everyday deep learning research on a remote server. (Tensorflow & Pytorch / Jax + VNC)

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naruya/dl_remote

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dl_remote

Usage

$ ssh foo@bar -L 5999:localhost:5999 -L 8888:localhost:8888
$ docker run --gpus all -it --net=host --name dl_remote naruya/dl_remote:cuda-11.8

% vnc  # start x11vnc (optional)
% jup  # jupyter lab (optional)

# activate python environment
% source ~/venv/work/bin/activate
% python -c "import torch; print(torch.cuda.is_available())"

Test

vnc

% apt install x11-apps mesa-utils
% vnc  # start x11vnc
% xeyes  # cpu rendering
% glxgears  # gpu rendering

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Docker for everyday deep learning research on a remote server. (Tensorflow & Pytorch / Jax + VNC)

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