FPGA平衡码的高效浮点表示

J. Villalba, J. Hormigo, F. Corbera, Mario A. González, E. Zapata
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引用次数: 5

摘要

我们提出了一种浮点表示,以有效地处理FPGA器件中具有平衡数量的加法和乘法的代码中的算术运算。在这些设备中,可变移位操作非常缓慢。我们提出了一种减少可变移位器损失的格式。它基于基数64表示,因此可能的移位数量大大减少。因此,当在FPGA设备中执行浮点加法时,执行时间得到了高度优化,这补偿了使用高基数时的乘法惩罚,如实验结果所示。因此,我们的建议克服了以前特定的高基数FPGA设计的主要问题(对于具有平衡数量的乘法和加法的代码没有加速)。支持新格式的固有架构比相应的单精度(SP) IEEE-754标准具有更高的位精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient floating-point representation for balanced codes for FPGA devices
We propose a floating-point representation to deal efficiently with arithmetic operations in codes with a balanced number of additions and multiplications for FPGA devices. The variable shift operation is very slow in these devices. We propose a format that reduces the variable shifter penalty. It is based on a radix-64 representation such that the number of the possible shifts is considerably reduced. Thus, the execution time of the floating-point addition is highly optimized when it is performed in an FPGA device, which compensates for the multiplication penalty when a high radix is used, as experimental results have shown. Consequently, the main problem of previous specific high-radix FPGA designs (no speedup for codes with a balanced number of multiplications and additions) is overcome with our proposal. The inherent architecture supporting the new format works with greater bit precision than the corresponding single precision (SP) IEEE-754 standard.
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