* [TE] reverse-mode autodiff without any optimization

Co-authored-by: Sergei Grechanik <sergei.grechanik+h@gmail.com>

* address review comments

* add comments and retrigger CI

* move unittest to debug ci

* move test back and add seed

Co-authored-by: Sergei Grechanik <sergei.grechanik+h@gmail.com>