Add optimizers and schedules to RTD and updated the corresponding part in the website (#799)
* add optimizers and schedules to rtd
* update ds website and fix links
* add optimizers and schedules to rtd
* update ds website and fix links
* add flops profiler to rtd
* fix
Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>