legacy_megatron-lm/deepspeed_ZERO1&2 FP16_Optimizer wrapper (#9184)
* megatron-lm FP16_Optimizer Wrap, allow model parallelism aggregation optional
* add deepspeed zero1 and zero2 - checkoverflow & clip norm
* re-structure code and add the copyright
* update the document
* refine the code after validation