[Optimizer] Add master weight for opt state_dict #39121
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Describe
对于FP16训练,master weiights用于存储FP16参数对应的FP32参数,以此提高参数更新的精度。
本pr将master weights加入state_dict中,作为优化器参数的一部分来存储。