docker-compose.yml

version: '3'
services:
  fastapi:
    build: fastapi/
    init: true
    ipc: host
    platform: linux/amd64
    runtime: nvidia
    environment:
      - NVIDIA_VISIBLE_DEVICES=all
    deploy:
      resources:
        reservations:
          devices:
          - driver: nvidia
            count: 1
            capabilities: [gpu]
    ports:
      - 5000:5000
    volumes:
      - './koster:/usr/src/app/koster'
      - './model_config:/data'
      - './uploads:/uploads'
    networks:
      - deploy_network
    container_name: fastapi
  streamlit:
    build: streamlit/
    platform: linux/amd64
    depends_on:
      - fastapi
    ports:
      - 8501:8501
    volumes:
      - './model_config:/data'
      - './uploads:/uploads'
    networks:
      - deploy_network
    container_name: streamlit
networks:
  deploy_network:
    driver: bridge