serve_mnist.yaml

{
    "apiVersion": "machinelearning.seldon.io/v1alpha2",
    "kind": "SeldonDeployment",
    "metadata": {
        "labels": {
            "app": "seldon"
        },
        "name": "mnist-model"
    },
    "spec": {
        "annotations": {
            "deployment_version": "v1",
            "project_name": "MNIST Example"
        },
        "name": "mnist-model",
        "predictors": [
            {
                "componentSpecs": [{
                    "spec": {
                        "containers": [
                            {
                                "image": "seldonio/deepmnistclassifier_runtime:0.2",
                                "imagePullPolicy": "Always",
                                "name": "mnist-model",
                                "volumeMounts": [
                                    {
                                        "mountPath": "/data",
                                        "name": "persistent-storage"
                                    }
                                ]
                            }
                        ],
                        "terminationGracePeriodSeconds": 1,
                        "volumes": [
                            {
                                "name": "persistent-storage",
                                "volumeSource" : {
                                    "persistentVolumeClaim": {
                                    "claimName": "kf-pvc"
                                    }
                                }
                            }
                        ]
                    }
                }],
                "graph": {
                    "children": [],
                    "endpoint": {
                        "type": "REST"
                    },
                    "name": "mnist-model",
                    "type": "MODEL"
                },
                "name": "mnist-classifier",
                "replicas": 1
            }
        ]
    }
}