version: '3.8'

services:
  jupyter:
    image: pytorch/pytorch:latest
    container_name: pytorch_jupyter
    runtime: nvidia
    deploy:
      resources:
        reservations:
          devices:
            - capabilities: [gpu]
    environment:
      - JUPYTER_ENABLE_LAB=yes
    volumes:
      - /opt/jupyter_pytorch/notebooks:/workspace # Map local notebook directory to container
    ports:
      - "8888:8888" # Expose port 8888 to the host
    command: >
       bash -c "pip install jupyterlab && jupyter-lab --ip=0.0.0.0 --port=8888 --no-browser --allow-root --NotebookApp.token='' --NotebookApp.password=''"