Cpuopt 和 aio_pump，都是用来接水冷的水泵接头的，aio_pump默认全速，优先级上aio_pump高于cpuopt，两者都有肯定接aio_pump，如果没有aio_pump，也可以cpuout， 其实 sys_fan. 4pin风扇是根据 温度检测 来调速的。 sys风扇 跟 cpu风扇 检测热源的地方不同。cpu风扇检测的是cpu温度。 cpu温度往往都较高，所以接cpu风扇当然转速更高。 sys风扇大多数时候检测到. 大模型训练控制学：谱球优化器 目前我最重要，也是最solid的一个工作。可以说整个2025我的关键词就是muon, mup, moe, hp tuning,而这篇文章正是饱含我去年学习上面四者的认知 做.
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