嵌入式FPGA浮点DSP模块的设计与实现

M. Langhammer, B. Pasca
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引用次数: 11

摘要

本文从目标应用和电路设计的角度,描述了一种能够有效支持固定精度和单精度浮点运算的FPGA DSP模块的结构和实现。大多数当代fpga嵌入DSP块,提供简单的基于乘加的定点算术核心。目前的FP算法FPGA解决方案利用了这些强化的DSP资源,以及嵌入式内存块和软逻辑资源,然而,由于设备上的路由和软逻辑限制,无法有效地实现更大的系统,导致与ASIC实现相比,显着的面积,性能和功耗损失。在本文中,我们分析了早期提出的嵌入式FP实现,并说明了为什么它们不适合生产FPGA。我们将这些与我们的解决方案进行对比-一个统一的DSP块-其中(a) SP FP乘法器覆盖在固定点结构上,(b) SP FP加/减法器集成为一个单独的单元,以及(c)乘法器和加法器可以以一种既在算术上有用,又在FPGA路由密度和拥堵方面有效的方式组合。此外,还将介绍一种在低延迟结构中无缝结合任意数量DSP块的新方法。我们将证明这种新方法可以在当前生产的20nm fpga上实现低成本,低功耗和高密度FP平台。我们还描述了DSP块的未来增强,可以支持亚正规数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Implementation of an Embedded FPGA Floating Point DSP Block
This paper describes the architecture and implementation, from both the standpoint of target applications as well as circuit design, of an FPGA DSP Block that can efficiently support both fixed and single precision (SP) floating-point (FP) arithmetic. Most contemporary FPGAs embed DSP blocks that provide simple multiply-add-based fixed-point arithmetic cores. Current FP arithmetic FPGA solutions make use of these hardened DSP resources, together with embedded memory blocks and soft logic resources, however, larger systems cannot be efficiently implemented due to the routing and soft logic limitations on the devices, resulting in significant area, performance, and power consumption penalties compared to ASIC implementations. In this paper we analyse earlier proposed embedded FP implementations, and show why they are not suitable for a production FPGA. We contrast these against our solution -- a unified DSP Block -- where (a) the SP FP multiplier is overlaid on the fixed point constructs, (b) the SP FP Adder/Subtracter is integrated as a separate unit, and (c) the multiplier and adder can be combined in a way that is both arithmetically useful, but also efficient in terms of FPGA routing density and congestion. In addition, a novel way of seamlessly combining any number of DSP Blocks in a low latency structure will be introduced. We will show that this new approach allows a low cost, low power, and high density FP platform on current production 20nm FPGAs. We also describe a future enhancement of the DSP block that can support subnormal numbers.
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