apiVersion: apps/v1
kind: Deployment
metadata:
  name: marker
  namespace: default
  labels:
    app: marker
spec:
  replicas: 1
  selector:
    matchLabels:
      app: marker
  template:
    metadata:
      labels:
        app: marker
    spec:
      containers:
        - name: marker
          image: <your-registry>/marker:latest
          imagePullPolicy: IfNotPresent
          command:
            - marker_server
          args:
            - --port
            - "8001"
          env:
            - name: TORCH_DEVICE
              value: cuda
            - name: PYTHONUNBUFFERED
              value: "1"
          ports:
            - containerPort: 8001
          resources:
            requests:
              cpu: "1"
              memory: 2Gi
              nvidia.com/gpu: "1"
            limits:
              cpu: "2"
              memory: 4Gi
              nvidia.com/gpu: "1"
          readinessProbe:
            tcpSocket:
              port: 8001
            initialDelaySeconds: 10
            periodSeconds: 10
          livenessProbe:
            tcpSocket:
              port: 8001
            initialDelaySeconds: 30
            periodSeconds: 20