Safe Overclocking of Tightly Coupled CGRAs and Processor Arrays using Razor

Alexander Brant, Ameer Abdelhadi, Douglas H. H. Sim, S. Tang, Michael Xi Yue, G. Lemieux
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引用次数: 13

Abstract

Overclocking a CPU is a common practice among home-built PC enthusiasts where the CPU is operated at a higher frequency than its speed rating. This practice is unsafe because timing errors cannot be detected by modern CPUs and they can be practically undetectable by the end user. Using a timing speculation technique such as Razor, it is possible to detect timing errors in CPUs. To date, Razor has been shown to correct only unidirectional, feed-forward processor pipelines. In this paper, we safely overclock 2D arrays by extending Razor correction to cover bidirectional communication in a tightly coupled or lockstep fashion. To recover from an error, stall wavefronts are produced which propagate across the device. Multiple errors may arise in close proximity in time and space; if the corresponding stall wavefronts collide, they merge to produce a single unified wavefront, allowing recovery from multiple errors with one stall cycle. We demonstrate the correctness and viability of our approach by constructing a proof-of-concept prototype which runs on a traditional Altera FPGA. Our approach can be applied to custom computing arrays, systolic arrays, CGRAs, and also time-multiplexed FPGAs such as those produced by Tabula. As a result, these devices can be overclocked and safely tolerate dynamic, data-dependent timing errors. Alternatively, instead of overclocking, this same technique can be used to `undervolt' the power supply and save energy.
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使用Razor实现紧密耦合CGRAs和处理器阵列的安全超频
在家用电脑爱好者中,CPU超频是一种常见的做法,即CPU以高于其速度额定的频率运行。这种做法是不安全的,因为现代cpu无法检测到时序错误,而最终用户实际上也无法检测到它们。使用像Razor这样的时序推测技术,可以检测cpu中的时序错误。迄今为止,Razor已经被证明只能纠正单向的前馈处理器管道。在本文中,我们通过扩展Razor校正以紧耦合或同步方式覆盖双向通信来安全地超频2D阵列。为了从错误中恢复,会产生穿过器件传播的失速波前。在时间和空间上接近时可能产生多重误差;如果相应的失速波前发生碰撞,它们合并产生一个统一的波前,允许在一个失速周期内从多个错误中恢复。我们通过构建一个在传统Altera FPGA上运行的概念验证原型来证明我们方法的正确性和可行性。我们的方法可以应用于自定义计算阵列,收缩阵列,CGRAs,以及时间复用fpga,如Tabula生产的那些。因此,这些设备可以超频并安全地容忍动态的、与数据相关的定时错误。或者,代替超频,同样的技术可以用来“欠压”电源和节省能源。
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