This deployment deploys a mnist program scheduled to run only once.

deploymeny.yaml

apiVersion: extensions/v1beta1
kind: Deployment
metadata:
  name: mnist
spec:
  replicas: 1
  template:
    metadata:
      labels:
        app: mnist
    spec:
      containers:
      - name: mnist
        image: nkumar15/mnist
        ports:
        - name: http
          containerPort: 5000
        resources:
          limits:
            nvidia.com/gpu: 1