PyTorch VSCode Server with CUDA

Docker images for machine learning development environments using CUDA and PyTorch and for remote development via VSCode and SSH server

Features

• CUDA 12.1
• Python 3.11.9 (Conda)
• PyTorch 2.2.2
• Code Server
• SSH Server
• + Other tools (e.g. git, wget, curl, unzip, etc.)
• + Python packages (e.g. numpy, pandas, matplotlib, tensorboard, etc.)

Usage

docker run -d \
  -p 5443:443 \
  -p 5022:22 \
  --gpus '"device=0"' \
  -e PASSWORD="your_vscode_password" \
  --name pytorch-vscode-server \
  ghcr.io/soju06/pytorch-vscode-server:1.0.2-pytorch2.2.2-cuda12.1

• Access VSCode Server: https://localhost:5443
• SSH: ssh ubuntu@localhost -p 5022 -i ~/.ssh/id_rsa (only key-based authentication, If you do not set up SSH_PUBLIC_KEY, SSH Server will not run.)

If you want to use SSH Server, you need to set SSH_PUBLIC_KEY environment variable.

docker run -d \
  -p 5443:443 \
  -p 5022:22 \
  --gpus '"device=0"' \
  -e PASSWORD="your_vscode_password" \
  -e SSH_PUBLIC_KEY="$(cat ~/.ssh/id_rsa.pub)" \
  --name pytorch-vscode-server \
  ghcr.io/soju06/pytorch-vscode-server:1.0.2-pytorch2.2.2-cuda12.1

Build Arguments

• UBUNTU_APT_MIRROR: Set the Ubuntu apt mirror. Default is ""
• PYTHON_VERSION: Set the Python version. Default is 3.11.9
• PYTORCH_VERSION: Set the PyTorch version. Default is 2.2.2
• CUDA_VERSION: Set the CUDA version. Default is 12.1
• CONDA_ENVIRONMENT_NAME: Set the conda environment name. Default is pytorch
• USER: Set the user name. Default is ubuntu
• GROUP: Set the group name. Default is ubuntu
• UID: Set the user id. Default is 1000
• GID: Set the group id. Default is 1000
• RESTORE_MIRROR_AFTER_BUILD: Restore the original apt mirror after build. Default is true

Environment Variables

• PASSWORD: Set the password for VSCode Server. Default is password
• SSH_PUBLIC_KEY: Set the public key for SSH Server. Default is empty
• HOME: Set the home directory. Default is /home/ubuntu
• WORKSPACE: Set the workspace directory. Default is /workspace
• VSCODE_HOME: Set the VSCode Server home directory. Default is /workspace/.code-server