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meton-robean avatar meton-robean commented on June 19, 2024

演讲ppt

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meton-robean avatar meton-robean commented on June 19, 2024

论文动机

该论文专注于加速动态并行的应用
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并且提到了task-centric 编程方式,这种方式可以随着程序执行动态生成要加速的任务,然后加速器执行这些任务,这似乎有点类似软件编程的感觉,而不是像现在GPU的多线程编程那样需要事先静态规划好所有任务
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meton-robean avatar meton-robean commented on June 19, 2024

计算模型

1. 显式的扩展传递 Continuation passing
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  1. spawn_next sum(k, x, y)相当于图中S后继任务,类似join 节点,参数的意思是 当前k的后继任务需要等待 x, y两个任务结束的返回值作为输入,执行加法merge操作。

  2. spawn 后面跟的函数代表要入PE中的栈的任务。

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meton-robean avatar meton-robean commented on June 19, 2024

计算模型2 高层次综合实现PE这一部分

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meton-robean avatar meton-robean commented on June 19, 2024

Scheduling Tasks with Work Stealing

tile内PEs有各自的task栈,PEs从栈中去任务去执行, 空闲的PE可以通过working stealing去窃取其他PE的任务来做

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meton-robean avatar meton-robean commented on June 19, 2024

设计方法

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