具有轻量化快速收敛误差恢复电路的可配置精度近似加法器设计

Khaled Al-Maaitah, Issa Qiqieh, A. Soltan, A. Yakovlev
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引用次数: 7

摘要

近似计算最近引入了一个低功耗和高速电路设计的新时代。最近在可配置精度近似设计领域的努力提出了通过允许性能-能量-精度的权衡来获得实质性的性能提升和节能。本文提出了一种具有轻量误差检测技术的可配置精度近似加法器。接下来是运行时的意义驱动的错误纠正阶段。校正从恢复初始校正阶段的较高幅度误差开始,这导致快速收敛和更高精度的输出。与其他等效近似加法器相比,所提出的设计大大减少了用于错误检测过程的逻辑计数;因此,实现更低的硅面积开销,提高加法器设计的能源效率,更快地收敛到精确的结果。在Verilog中设计了许多不同位宽的加法器(32位到256位),并使用Synopsys设计编译器进行了合成。我们的合成后实验表明,动态功率和泄漏功率分别显著降低了12%和10%,在完全校正阶段的设计中,硅面积降低了8%。此外,所提出的具有大位宽的加法器在提供更好的可伸缩性开销的同时保留了这些缩减比率。此外,我们提出的低开销设计在提高精度方面有机会得到改进,在最终校正阶段达到100%的精确结果,就像精确的传统加法器一样。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Configurable-accuracy approximate adder design with light-weight fast convergence error recovery circuit
Approximate computing has recently introduced a new era of low-power and high-speed circuit designs. Recent efforts in the domain of configurable-accuracy approximate designs have proposed substantial performance gains and energy savings by allowing performance-energy-accuracy trade-offs. In this paper, we propose a configurable-accuracy approximate adder with new light-weight error detection technique. This is followed by significance-driven error correction stages during run-time. The correction starts by recovering the higher magnitude errors at premier correction stages, which results in fast convergence and higher precision outputs. Compared to other equivalent approximate adders, the proposed design has drastically reduced the logic counts used for error detection process; hence, achieving lower overhead of silicon area and improving the energy-efficiency of the adder design with faster convergence to the exact results. A number of different bit-widths of the proposed adder (32-bit to 256-bit) are designed in Verilog and synthesized using Synopsys Design Compiler. Our post-synthesis experiments showed significant reductions of 12% and 10% for Dynamic and Leakage Power respectively, and 8% in the silicon area for the design with full correction stages. Moreover, the proposed adder with large bit-widths has reserved these reduction ratios while presenting better scalability overhead. Additionally, our low overhead proposed design has presented the chance to be improved in terms of increasing accuracy to reach 100% exact results as accurate conventional adder at the final correction stage.
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