Try it out on Kubeflow?

[jlewi]

This project is fantastic.

If anyone would be interested in trying this project out on Kubeflow let me know (kubeflow.slack.com) I'd be happy to support that by providing a Kubeflow cluster.

It would be great to understand how well the following works

Try to run the sample notebook on Kubeflow

• Deploy Kubeflow
  • Navigate to JupyterHub
  • Launch Jupyter
  • Grab the notebook (e.g. by cloning the repo into your notebook pod). *Try running the notebook

Try training the model on Kubeflow

• Upload the data to object storage (e.g GCS bucket)
• Create a docker image containing the training code
  • Create a TFJob to train the model instrunctions

Deploy the interactive web app on Kubeflow

• Build a Docker image for the web app
• Create a K8s deployment and K8s service
  • Add an Ambassador annotation to the K8s service to add a reverse proxy route to the Kubeflow ingress