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Fix CUDA synchronization bottleneck in LCMScheduler (#9485)#13969

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Fix CUDA synchronization bottleneck in LCMScheduler (#9485)#13969
Liauuu wants to merge 1 commit into
huggingface:mainfrom
Liauuu:pr6

Fix CUDA synchronization bottleneck in LCMScheduler by maintaining CP…

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