基于FPGA的迭代浮点运算DSP块

Fredrik Brosser, Hui Yan Cheah, Suhaib A. Fahmy
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引用次数: 9

摘要

本文提出了一种基于FPGA DSP模块的单精度浮点乘法和加减运算单元设计。该设计基于Virtex-6和Xilinx所有7系列fpga中的DSP48E1原语。由于DSP48E1可以动态配置并用于IEEE 754-2008 binary32浮点乘法和加法中涉及的许多子操作,因此我们演示了使用单个DSP块和最小逻辑的迭代组合运算符。仅逻辑和固定配置的DSP模块设计,以及其他最先进的实现,包括Xilinx CoreGen操作器,都与这种方法进行了比较。由于基于FPGA的系统通常以FPGA最大可能速度的一小部分运行,并且在某些情况下,在每个周期中可能不需要浮点计算,迭代方法代表了利用DSP资源的有效方法,否则可能是昂贵的操作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Iterative floating point computation using FPGA DSP blocks
This paper presents a single precision floating point unit design for multiplication and addition/subtraction using FPGA DSP blocks. The design is based around the DSP48E1 primitive found in Virtex-6 and all 7-series FPGAs from Xilinx. Since the DSP48E1 can be dynamically configured and used for many of the sub-operations involved in IEEE 754-2008 binary32 floating point multiplication and addition, we demonstrate an iterative combined operator that uses a single DSP block and minimal logic. Logic-only and fixed-configuration DSP block designs, and other state-of-the-art implementations, including the Xilinx CoreGen operators are compared to this approach. Since FPGA based systems typically run at a fraction of the maximum possible FPGA speed, and in some cases, floating point computations may not be required in every cycle, the iterative approach represents an efficient way to leverage DSP resources for what can otherwise be costly operations.
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