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Remove unnecessary CUDA synchronisations #453

@akihironitta

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@akihironitta

Our codebase contains CUDA synchronisations, many of which are unnecessary (e.g., #432, #433, and #434). These unnecessary synchronisations are impacting performance. The aim is to identify and remove these redundant device synchronizations to enhance overall efficiency.

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