deepspeed resume from ckpt fixes and adding support for deepspeed optimizer and HF scheduler (#25863)
* Add support for deepspeed optimizer and HF scheduler
* fix bug
* fix the import
* fix issue with deepspeed scheduler saving for hf optim + hf scheduler scenario
* fix loading of hf scheduler when loading deepspeed checkpoint
* fix import of `DeepSpeedSchedulerWrapper`
* add tests
* add the comment and skip the failing tests
* address comment