一种带有时序松弛推理和时钟频率自适应的0.3V、可变弹性64级深度管道比特币挖矿核心

Jieyu Li, Weifeng He, Bo Zhang, Guanghui He, Jun Yang, Mingoo Seok
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摘要

由于计算的能源成本占采矿费用的主导地位,节能的比特币挖矿核心受到了极大的关注[1]。超低电压(ULV)数字电路已成为提高能源效率的一种有吸引力的方法。然而,对于最坏的过程、电压和温度(PVT)变化,它们需要很大的时间裕度,从而破坏了很大一部分的节能。最近的研究,包括多相锁存器管道[1],可调谐复制电路[2]-[3],原位误差检测和校正(EDAC)[4] -[6],动态时序增强[7],可以减少悲观余量。然而,由于其深度管道架构(多达128个阶段[1]),在采矿岩心中采用这些技术并不简单。例如,为了采用EDAC,由于深管道有许多关键路径,需要插入许多笨重的错误检测器。我们对0.3V 28 nm矿芯的实验表明,仅考虑6σ局部工艺变化,>18.9%的寄存器需要替换为错误检测器。此外,多个级可能同时存在时序错误,这使得纠错过程(例如时钟门控[5]、VDD增强[6])复杂且成本高昂。
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TICA: A 0.3V, Variation-Resilient 64-Stage Deeply-Pipelined Bitcoin Mining Core with Timing Slack Inference and Clock Frequency Adaption
Energy-efficient bitcoin mining cores have gained significant attention since the energy cost for computing dominates the mining expenses [1]. Ultra-low-voltage (ULV) digital circuits have emerged as an attractive approach to improve the energy-efficiency. However, they demand a large timing margin for the worst-case process, voltage, and temperature (PVT) variations, undermining a significant portion of energy savings. Recent works, including multi-phase latch pipeline [1], tunable replica circuits [2]–[3], in-situ error detection and correction (EDAC) [4]–[6], and dynamic timing enhancement [7], can reduce the pessimistic margin. However, it is not straightforward to adopt those techniques in mining cores due to their deeply-pipelined architecture (up to 128 stages [1]). For example, to adopt EDAC, the deep pipeline requires inserting many bulky error detectors as it has many critical paths. Our experiment with a 0.3V 28-nm mining core shows >18.9% registers need to be replaced with error detectors, considering 6σ local process variation only. Also, multiple stages can have timing errors simultaneously, making an error correction process (e.g., clock gating [5], VDD boosting [6]) complex and costly.
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