apiVersion: "kubeflow.org/v1"
kind: PyTorchJob
metadata:
  name: pytorch-simple
  namespace: kubeflow
spec:
  pytorchReplicaSpecs:
    Master:
      replicas: 1
      restartPolicy: OnFailure
      template:
        spec:
          containers:
            - name: pytorch
              image: docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727
              imagePullPolicy: Always
              command:
                - "python3"
                - "/opt/pytorch-mnist/mnist.py"
                - "--epochs=1"
    Worker:
      replicas: 1
      restartPolicy: OnFailure
      template:
        spec:
          containers:
            - name: pytorch
              image: docker.io/kubeflowkatib/pytorch-mnist:v1beta1-45c5727
              imagePullPolicy: Always
              command:
                - "python3"
                - "/opt/pytorch-mnist/mnist.py"
                - "--epochs=1"