tensorflow k8s deployment

tensorflow.yaml

apiVersion: extensions/v1beta1
kind: Deployment
metadata:
  name: tensorflow-serving
spec:
  replicas: 1
  template:
    metadata:
      labels:
        app: tf
    spec:
      initContainers:
      - name: load-model
        image: bitnami/tf-server-slim:0.0.1
        command: ['/serving/bazel-bin/tensorflow_serving/example/inception_saved_model', '--checkpoint_dir=/seed/inception-v3', '--output_dir=/serving/inception-export']
        volumeMounts:
        - name: model
          mountPath: "/serving/inception-export"
        - name: seed
          mountPath: "/seed"
      containers:
      - name: serving
        image: bitnami/tf-server-slim:0.0.1
        volumeMounts:
        - name: model
          mountPath: "/serving/inception-export"
      volumes:
      - name: seed
        persistentVolumeClaim:
          claimName: seed
      - name: model
        emptyDir: {}