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The consequences of fixed time performance measurement

机译:固定时间性能测量的后果

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In measuring the performance of parallel computers, the usual method is to choose a problem and test the execution time as the processor count is varied. This model underlies definitions of 'speedup,' 'efficiency,' and arguments against parallel processing such as Ware's (1972) formulation of Amdahl's law (1967). Fixed time models use problem size as the figure of merit. Analysis and experiments based on fixed time instead of fixed size have yielded surprising consequences: the fixed time method does not reward slower processors with higher speedup; it predicts a new limit to speedup, which is more optimistic than Amdahl's; it shows an efficiency which is independent of processor speed and ensemble size; it sometimes gives non-spurious superlinear speedup; it provides a practical means (the SLALOM benchmark) of comparing computers of widely varying speeds without distortion.
机译:在测量并行计算机的性能时,通常的方法是选择问题并在处理器计数变化时测试执行时间。该模型利用“加速”,“效率”的定义和与Amdahl Law(1967年)制定的并行处理(如Ware(1972)的制定)的定义。固定时间模型使用问题大小作为优点图。基于固定时间而不是固定尺寸的分析和实验产生了令人惊讶的后果:固定时间方法不会奖励更高的加速度较慢的处理器;它预测加速的新限制,比Amdahl的加速更乐观;它显示了与处理器速度和合奏尺寸无关的效率;它有时会给非虚假超线性加速;它提供了比较广泛变化速度的计算机的实用手段(骨架基准),而不会失真。

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