Binary64和Decimal64浮点数的比较

N. Brisebarre, M. Mezzarobba, J. Muller, C. Lauter
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引用次数: 5

摘要

我们介绍了一种面向软件的算法,它允许人们快速比较二进制64浮点数(FP)和十进制64浮点数,假设使用IEEE 754-2008标准为FP算法指定的十进制格式的“二进制编码”。它是一个两步算法:第一次通过,仅基于指数,使快速消除大多数情况成为可能,然后当第一次通过不够时,需要更准确的第二次通过。我们提供了算法的几个变体的实现,并对它们进行了比较。
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Comparison between Binary64 and Decimal64 Floating-Point Numbers
We introduce a software-oriented algorithm that allows one to quickly compare a binary64 floating-point (FP) number and a decimal64 FP number, assuming the "binary encoding" of the decimal formats specified by the IEEE 754-2008 standard for FP arithmetic is used. It is a two-step algorithm: a first pass, based on the exponents only, makes it possible to quickly eliminate most cases, then when the first pass does not suffice, a more accurate second pass is required. We provide an implementation of several variants of our algorithm, and compare them.
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Numerical Reproducibility and Accuracy at ExaScale Truncated Logarithmic Approximation Comparison between Binary64 and Decimal64 Floating-Point Numbers Split-Path Fused Floating Point Multiply Accumulate (FPMAC) Precision, Accuracy, and Rounding Error Propagation in Exascale Computing
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