Add one example to enable Tensorboard

[Jeffwan]

Put under monitoring examples.

• could be a pipeline example use monitoring visualizer
• could be separate one with e2e example. like https://github.com/kubeflow/examples/blob/master/mnist/mnist_aws.ipynb

[PatrickXYS]

For adding monitoring examples, I plan to use monitoring visualizer, which means I can use ROC, TFDV, Markdown, WebApp, TensorBoard together. I'll file a PR after finished.

[Jeffwan]

For adding monitoring examples, I plan to use monitoring visualizer, which means I can use ROC, TFDV, Markdown, WebApp, TensorBoard together. I'll file a PR after finished.

Sounds good. Beside this, create another example to leverage tensorboard controller. Create tensorboard object and controller will create a tensorboard for you. Let you know if you are not sure about it

[Jeffwan]

I think Iris example is a great example to demonstrate visualization on the KFP side. Let's clean up the example and check in codes.

Besides that, we should consider visualization from higher level.

1. Like Jupyter + Tensorboard controller example.
2. Like GPU monitoring during the model development. https://medium.com/rapids-ai/gpu-dashboards-in-jupyter-lab-757b17aae1d5

We can have a sync up next week to make this work.

[PatrickXYS]

Sure, I'm working on it. Should be able to make it next week.