Trained model should be deployable/downloadable from UI.

[rosbo]

When using TensorFlow Cloud, it would be great if we could deploy or download the trained model using the AI Platform UI:

The 2 buttons in the screenshot above are currently greyed out.

[rosbo]

I think TensorFlow Cloud should set the jobDir when calling the the ml.v1.projects.jobs#create api to enable at least the "download model" feature. I am not entirely sure whether this will enable the "deploy model" feature: https://github.com/tensorflow/cloud/blob/master/src/python/tensorflow_cloud/core/deploy.py#L96

ML API reference:
https://cloud.google.com/ai-platform/training/docs/reference/rest/v1/projects.jobs#Job