Kubeflow SDK Demo - Training and Hyperparameter Optimization

Description

This is preview demo for distributed training and hyperparameter optimization with Kubeflow SDK. Kubeflow SDK: https://github.com/kubeflow/sdk Blog post introduction: https://blog.kubeflow.org/sdk/intro/