infer-model.yaml

apiVersion: v1
kind: Service
metadata:
  name: infer-met-art-model
spec:
  selector:
    name: infer-met-art-model
  ports:
  - port: 5000
---
apiVersion: v1
kind: Pod
metadata:
  name: infer-met-art-model
spec:
  containers:
  - name: tensorflow
    image: registry.ng.bluemix.net/tf_ns/met-art:v1
    volumeMounts:
    - name: model-logs
      mountPath: /logs
    ports:
    - containerPort: 5000
    command:
    - "/usr/bin/python"
    - "/model/classify.py"
    args:
    - "--alsologtostderr"
    - "--checkpoint_path=/logs/model.ckpt-100"
    - "--eval_dir=/logs"
    - "--dataset_dir=/data"
    - "--dataset_name=arts"
    - "--dataset_split_name=validation"
    - "--model_name=inception_v3"
    - "--image_url=https://images.metmuseum.org/CRDImages/dp/original/DP800938.jpg"
  volumes:
  - name: model-logs
    persistentVolumeClaim:
      claimName: met-art-logs
  imagePullSecrets:
  - name: bluemix-secret
  restartPolicy: Never