deepness/docker-compose.yml at main · openairymax/deepness · GitHub

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# Copyright (c) 2026 SPHARX. All Rights Reserved. "From data intelligence emerges".
version: '3.8'

networks:
  deepness-net:
    driver: bridge

x-common-vars: &common-vars
  CUDA_VISIBLE_DEVICES: ${CUDA_VISIBLE_DEVICES:-0}
  SCENE_ID: ${SCENE_ID:-scene_001}
  HF_TOKEN: ${HF_TOKEN}

services:
  spatial:
    image: deepness-spatial:latest
    container_name: deepness-spatial
    restart: unless-stopped
    networks:
      - deepness-net
    volumes:
      - ./partdata/models:/app/partdata/models
      - ./produce/input:/data/input
      - ./produce/output:/data/output
      - ./common:/app/common
    environment:
      <<: *common-vars
    command: ["--input", "/data/input/${SCENE_ID}", "--output", "/data/output/${SCENE_ID}"]
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: 1
              capabilities: [gpu]

  jepa:
    image: deepness-jepa:latest
    container_name: deepness-jepa
    restart: unless-stopped
    networks:
      - deepness-net
    volumes:
      - ./partdata/models:/app/partdata/models
      - ./produce/input:/data/input
      - ./produce/output:/data/output
      - ./common:/app/common
    environment:
      <<: *common-vars
    command: ["--input", "/data/input/${SCENE_ID}", "--output", "/data/output/${SCENE_ID}"]
    depends_on:
      - spatial
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: 1
              capabilities: [gpu]

  causal:
    image: deepness-causal:latest
    container_name: deepness-causal
    restart: unless-stopped
    networks:
      - deepness-net
    volumes:
      - ./partdata/models:/app/partdata/models
      - ./produce/input:/data/input
      - ./produce/output:/data/output
      - ./common:/app/common
    environment:
      <<: *common-vars
    command: ["--input", "/data/input/${SCENE_ID}", "--output", "/data/output/${SCENE_ID}"]
    depends_on:
      - jepa

  benchmark:
    image: deepness-benchmark:latest
    container_name: deepness-benchmark
    restart: unless-stopped
    networks:
      - deepness-net
    volumes:
      - ./produce/output:/data/output
      - ./common:/app/common
    environment:
      <<: *common-vars
    command: ["--input", "/data/output/${SCENE_ID}", "--output", "/data/output/${SCENE_ID}/benchmark"]
    depends_on:
      - causal