robust-vision/docker-compose.yml at main · or4k2l/robust-vision · GitHub

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version: '3.8'

services:
  robust-vision:
    build:
      context: .
      dockerfile: Dockerfile
    image: robust-vision:latest
    container_name: robust-vision-dev

    # Enable GPU support (requires nvidia-docker)
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: all
              capabilities: [gpu]

    # Mount local directories for development
    volumes:
      - ./data:/app/data
      - ./checkpoints:/app/checkpoints
      - ./results:/app/results
      - ./configs:/app/configs

    # Environment variables
    environment:
      - JAX_PLATFORM_NAME=gpu
      - PYTHONUNBUFFERED=1

    # Expose TensorBoard port
    ports:
      - "6006:6006"

    # Default command (can be overridden)
    command: python scripts/train.py --config configs/baseline.yaml

    # Keep container running for interactive use
    # Uncomment the line below and comment out the command above
    # command: tail -f /dev/null

    # Restart policy
    restart: unless-stopped

  # Optional: TensorBoard service
  tensorboard:
    build:
      context: .
      dockerfile: Dockerfile
    image: robust-vision:latest
    container_name: robust-vision-tensorboard

    volumes:
      - ./logs:/app/logs
      - ./checkpoints:/app/checkpoints

    ports:
      - "6007:6006"

    command: tensorboard --logdir=/app/logs --host=0.0.0.0 --port=6006

    restart: unless-stopped