Thermal-aware high-level synthesis based on network flow method

P. Lim, Ki-Seok Chung, Taewhan Kim
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引用次数: 24

Abstract

Lowering down the chip temperature is becoming one of the important design considerations, since temperature adversely and seriously affects many of design qualities, such as reliability, performance and leakage power of chip, and also increases the packaging cost. In this work, we address a new problem of thermal-aware module binding in high-level synthesis, in which the objective is to minimize the peak temperature of the chip. The two key contributions are (1) to solve the binding problem with the primary objective of minimizing the 'peak' switched capacitance of modules and the secondary objective of minimizing the 'total' switched capacitance of modules and (2) to control the switched capacitances with respect to the floorplan of modules in a way to minimize the 'peak' heat diffusion between modules. For (1), our proposed thermal-aware binding algorithm, called TA-b, formulates the thermal-aware binding problem into a problem of repeated utilization of network flow method, and solve it effectively. For (2), TA-b is extended, called TA-bf, to take into account a floorplan information, if exists, of modules to be practically effective. From experiments using a set of benchmarks, it is shown that TA-bf is able to use 10.1degC and 11.8degC lower peak temperature on the average, compared to that of the conventional low-power and thermal- aware methods, which target to minimizing total switched capacitance only ([18]) and to minimizing peak switched capacitance only ([16]), respectively.
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基于网络流法的热感知高级综合
降低芯片温度正成为重要的设计考虑因素之一,因为温度对芯片的可靠性、性能和泄漏功率等许多设计品质都有不利而严重的影响,同时也增加了封装成本。在这项工作中,我们解决了高阶合成中热感知模块结合的新问题,其目标是最小化芯片的峰值温度。两个关键贡献是:(1)解决绑定问题,主要目标是最小化模块的“峰值”开关电容,次要目标是最小化模块的“总”开关电容;(2)控制开关电容相对于模块平面图的分布,以最小化模块之间的“峰值”热扩散。对于(1),我们提出的热感知绑定算法称为TA-b,将热感知绑定问题转化为网络流法的重复利用问题,并有效地解决了该问题。对于(2),将TA-b进行扩展,称为TA-bf,以考虑实际有效的模块平面图信息(如果存在)。使用一组基准测试的实验表明,与传统的低功耗和热感知方法相比,TA-bf能够平均降低10.1℃和11.8℃的峰值温度,这两种方法的目标分别是最小化总开关电容([18])和最小化峰值开关电容([16])。
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