apiVersion: v1
kind: Service
metadata:
  labels:
    app: tensorboard
  name: tensorboard
spec:
  ports:
  - port: 80
    targetPort: 6006
  selector:
    app: tensorboard
  type: LoadBalancer
---
apiVersion: apps/v1
kind: Deployment
metadata:
  labels:
    app: tensorboard
  name: tensorboard
spec:
  selector:
    matchLabels:
      app: tensorboard
  template:
    metadata:
      labels:
        app: tensorboard
    spec:  
      containers:
      - name: tensorboard
        command: ["/bin/sh", "-c"]
        args: ["tensorboard --logdir /efs-shared/tensorboard"]
        image: tensorflow/tensorflow
        ports:
        - containerPort: 6006
        volumeMounts:
                - mountPath: /efs-shared
                  name: efs-pv
      volumes:
      - name: efs-pv
        persistentVolumeClaim:
          claimName: efs-pvc