随时指令可编程精度浮点运算

Marcel Brand, Michael Witterauf, Frank Hannig, Jürgen Teich
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引用次数: 4

摘要

许多嵌入式应用程序追求高性能和高能效,但依赖于延迟密集型的浮点操作。例如,可以通过近似和混合精度浮点计算来抵消这种开销。在本文中,我们提出了一个新的概念,称为随时指令。随时指令显式地指定以全精度计算的结果位的数量。在介绍了随时指令的基础知识之后,我们通过介绍一个在VLIW处理器中实现的随时除法功能单元,将这个新概念应用于浮点除法。在这个设置中,我们展示了任意指令在迭代计算中的有效性。我们显示,在不牺牲最终平方根结果的准确性的情况下,计算53次巴比伦方法进行平方根计算的延迟提高了54.8%。
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Anytime instructions for programmable accuracy floating-point arithmetic
Many embedded applications strive for high performance and power efficiency but rely on latency-intensive floating-point operations. This expensiveness can be offset, for example, by approximate and mixed-precision floating-point computation. In this paper, we present a novel concept called anytime instructions. Anytime instructions explicitly specify the number of result bits that are calculated at full precision. After presenting the basics of anytime instructions, we apply this novel concept to floating-point division by presenting an anytime division functional unit that is implemented in a VLIW processor. In this setup, we show the effectiveness of anytime instructions in iterative computations. We show a latency improvement of 54.8 % for computing 53 iterations of the Babylonian method for square-root calculation while not sacrificing the accuracy of the final square-root result.
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