tensorflow-serving/docker-compose.yml at master · ImScientist/tensorflow-serving · GitHub

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version: '3.7'

services:
  tf_service:
    image: tensorflow/serving:2.11.0
    container_name: tf_service
    volumes:
      - ./models/:/models/
    ports:
      - "8500:8500"
      - "8501:8501"
    command:
      - '--model_config_file=/models/models.config'
      - '--monitoring_config_file=/models/monitoring.config'
      - '--allow_version_labels_for_unavailable_models=true'
      - '--model_config_file_poll_wait_seconds=60'
      - '--rest_api_port=8501'
    networks:
      - default_network

  prometheus:
    image: prom/prometheus:v2.41.0
    container_name: prometheus
    volumes:
      - ./prometheus_docker_compose.yml:/etc/prometheus/prometheus.yml
    ports:
      - "9090:9090"
    depends_on:
      - tf_service
    networks:
      - default_network

  grafana:
    image: grafana/grafana:9.3.2
    container_name: grafana
    ports:
      - "3000:3000"
    networks:
      - default_network


networks:
  default_network:
    name: default_network