Graduating `experimental` model to `demo`

Add PCC regression to CI
Add Performance regression to CI
Unit test suite
Model owner to CODEOWNERS
Update GH landing page
README on how to run the model
Add weights checkpoint
With Trace
With Two CQs
Use sharded data with to_device instead of interleaved
Monitor the CI pipeline
Steps for a model regression