This page was generated from examples/models/pvc-tfjob/pvc-tfjob.ipynb.
PVC with TFJob MNIST Example¶
In this example we will deploy a tensorflow MNIST model. The model will be created using a TFJob and stored in a PVC.
First install the
TFJob custom resource or all of Kubeflow, together with Seldon. Follow your chosen Kubeflow installation as these currently all include Seldon. You’ll also need to be able to provision volumes on your cluster.
Then follow the below steps to create a PVC, create a model on the pvc using
TFJob and create a
SeldonDeployment for the model.
kubectl apply -f pvc.yaml
kubectl apply -f tfjob.yaml
kubectl apply -f sdep-pvc.yaml