Augmented Arithmetic Operations Proposed for IEEE-754 2018

Jason Riedy, J. Demmel
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引用次数: 11

Abstract

Algorithms for extending arithmetic precision through compensated summation or arithmetics like double-double rely on operations commonly called twoSum and twoProd-uct. The current draft of the IEEE 754 standard specifies these operations under the names augmentedAddition and augment-edMultiplication. These operations were included after three decades of experience because of a motivating new use: bitwise reproducible arithmetic. Standardizing the operations provides a hardware acceleration target that can provide at least a 33 % speed improvements in reproducible dot product, placing reproducible dot product almost within a factor of two of common dot product. This paper provides history and motivation for standardizing these operations. We also define the operations, explain the rationale for all the specific choices, and provide parameterized test cases for new boundary behaviors.
针对IEEE-754 2018提出的增广算术运算
通过补偿求和扩展算术精度的算法或像double-double这样的算法依赖于通常称为twoSum和twoproduct的操作。当前的IEEE 754标准草案将这些操作命名为augmentedAddition和augmentedmultiplication。在经历了30年的经验之后,这些运算被包括进来,因为有了一种激励人心的新用途:按位可再现算术。标准化操作提供了一个硬件加速目标,可以在可重复性点积方面提供至少33%的速度提升,使可重复性点积几乎在普通点积的两倍之内。本文提供了标准化这些操作的历史和动机。我们还定义了操作,解释了所有特定选择的基本原理,并为新的边界行为提供了参数化的测试用例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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