cloud: {{env["ANYSCALE_CLOUD_NAME"]}}

advanced_instance_config:
  TagSpecifications:
    - ResourceType: "instance"
      Tags:
        - Key: ttl-hours
          Value: '24'

head_node:
    instance_type: m5.4xlarge

worker_nodes:
    - name: train-worker-node
      instance_type: g4dn.xlarge
      min_nodes: 2
      max_nodes: 2
      market_type: ON_DEMAND
      labels:
        ray-subcluster: train
    - name: validation-worker-node
      instance_type: g4dn.xlarge
      min_nodes: 0
      max_nodes: 2
      market_type: ON_DEMAND
      labels:
        ray-subcluster: validation