延迟敏感FMA设计

Sameh Galal, M. Horowitz
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引用次数: 12

摘要

合并浮点乘加运算的实现可以通过多种方式进行优化。对于延迟敏感型应用,我们的级联设计比融合设计减少了2倍的累积相关延迟,但代价是非累积相关延迟增加了13%。一个简单的顺序执行模型表明,这种设计在大多数应用程序中都是优越的,平均减少了12%的FP延迟,并将性能提高了6%。对超标量无序机器的模拟显示,在2路机器中CPI平均提高了4%,在4路机器中提高了4.6%。该级联设计与传统的融合多加FMA具有相同的面积和能量预算。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Latency Sensitive FMA Design
The implementation of merged floating-point multiply-add operations can be optimized in many ways. For latency sensitive applications, our cascade design reduces the accumulation dependent latency by 2x over a fused design, at a cost of a 13% increase in non-accumulation dependent latency. A simple in-order execution model shows this design is superior in most applications, providing 12% average reduction in FP stalls, and improves performance by up to 6%. Simulations of superscalar out-of-order machines show 4% average improvement in CPI in 2-way machines and 4.6% in 4-way machines. The cascade design has the same area and energy budget as a traditional fused multiple-add FMA.
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