[Core] Speed up decode by remove synchronizing operation in sampler#16436

WoosukKwon merged 3 commits intovllm-project:mainvllm-project/vllm:mainfrom

chanh:cnguyen/penaltieschanh/vllm:cnguyen/penaltiesCopy head branch name to clipboard