Release v1.7.0

New Features

Marketplace related update
- Please see Marketplace for more details
New job submission page
- Please refer to new submission tutorial for how to use new submission page.
- New submission page replaces Advanced with More info and places it under each section to improve user experience.
- In new submission page, the sidebar can be shrank to give the main area more visual space.
- The new submission page moves the yaml editor into a single page, which allows user to focus on setting config or editing yaml protocol.
- The new submission page improves the responsive design in small and medium resolution.
Know Issue: Tensorboard tool is not implemented in the new submission page yet. If you need to use it, please use the old version.
Alert system enhancement
- Add alert & auto-fix for GPU perf issue #5342 #5383
- Refine kill-low-efficiency-job-alert email templates #5384
- Add alert for API server cert expired #5334
Support sort by completionTime for get job list API #5347
Deployment
- Support add/remove nodes via paictl.py #5321 #5167. (Warning config.yaml need to be added for this feature. refer: https://github.com/microsoft/pai/blob/master/docs/manual/cluster-admin/how-to-add-and-remove-nodes.md#pull--modify-cluster-settings)