Config for Frigate with TPU

config.yml

version: "3.9"
services:
  frigate:
    environment:
      - FRIGATE_RTSP_PASSWORD=password
    container_name: frigate
    privileged: true # this may not be necessary for all setups
    restart: unless-stopped
    # image: blakeblackshear/frigate:stable
    image: ghcr.io/blakeblackshear/frigate:stable
    #image: ghcr.io/blakeblackshear/frigate:dev-eed08f5
    shm_size: "512mb" # update for your cameras based on calculation above
    devices:
     - /dev/bus/usb:/dev/bus/usb # Passes the USB Coral, needs to be modified for other versions
     # - /dev/dri/renderD128 # for intel hwaccel, needs to be updated for your hardware
    logging:
            driver: "json-file"
            options:
                max-size: "50m"
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: 1
              capabilities: [gpu]
    volumes:
      - /etc/localtime:/etc/localtime:ro
      - /opt/frigate:/config
      - /opt/frigate/config.yml:/config/config.yml:rw
      - /sharedfolders/SharedData/CCTV/frigate:/media/frigate
      - type: tmpfs # Optional: 5GB of memory, reduces SSD/SD Card wear
        target: /tmp/cache
        tmpfs:
          size: 5000000000
    ports:
      - "5000:5000"
      - "8554:8554" # RTSP feeds
      - "1984:1984" # Go2RTC
      - "8555:8555/tcp" # WebRTC over tcp
      - "8555:8555/udp" # WebRTC over udp