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bsp;Cardinals Marlins BaseballSt. Louis Cardinals' Masyn Winn hits a triple during the ninth inning of a baseball game against the Miami Marlins, Monday, April 20, 2026, in Miami. (AP Photo/Rebecca Bl

能效比和绝对算力密度通常低于专门的GPU加速器，这也是行业主流选择“CPU+GPU”异构路线的主要原因。但是，基于CPU-only系统的AI和高性能计算超级计算机相比传统的异构CPU+GPU系统也有着多项优势，尤其是在结合AI训练与大规模数据摄取、预处理、存储交互、仿真和编排的复杂科学任务中。具体来说，由于CPU-only系统都运行在同一处理器和内存空间上，它们避免了异构计算带来的许多复杂问题，比

p; Cardinals Marlins BaseballSt. Louis Cardinals' Masyn Winn hits a triple during the ninth inning of a baseball game against the Miami Marlins, Monday, April 20, 2026, in Miami. (AP Photo/Rebecc

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