add lm_head and embed_out tensor parallel (#3962)
* add lm_head and embed_out tensor parallel
* fix load lm_head.weight name issue
* replace all_reduce with inference_all_reduce
* refactor lm_head tensor parallel
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Co-authored-by: Chen, Zhenhuan <zhenhuan.chen@intel.com>
