3D-IC平面设计的快速热性能评估

S. K. Vendra, M. Chrzanowska-Jeske
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引用次数: 1

摘要

当在早期的地板规划中纳入适当的热意识设计时,可以降低高且不均匀分布的3D芯片温度。我们开发了一种快速的方法来评估3D平面图的热性能。该算法使用基于功率的度量,利用相邻层内和层间模块的热量影响来计算。当热优化包含在非确定性3d地板规划器中时,与温度分布模拟相比,这种方法显着减少了运行时间。通常,目标是最小化峰值温度并生成热优化的3D平面图。我们的研究结果表明,我们的模型产生的热质量因子与更精确的基于模拟的热模型(如HotSpot[1])产生的热质量因子非常一致。在GSRC基准测试中,我们与HotSpot结果的相关系数为0.96,在评估网格大小为64x64x4的情况下,平均速度提高了29X。分析了该算法对三维平面图温差的敏感性和成功率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fast Thermal Goodness Evaluation of a 3D-IC Floorplan
High and unevenly spread 3D chip temperatures can be reduced when appropriate thermal-aware design is incorporated in early floorplanning. We developed a fast approach to evaluate thermal goodness of 3D floorplans. The proposed algorithm uses a power-based measure calculated using the impact of the heat from adjacent intra- and inter-layer modules. This approach significantly reduces runtime compared to temperature distribution simulation when thermal optimization is included in non-deterministic 3D-floorplanners. Usually, the goal is to minimize peak temperature and generate thermally-optimized 3D floorplans. Our results show that thermal quality factors generated by our model closely agree with factors generated by more accurate simulation-based thermal models, like HotSpot [1]. We achieve a correlation coefficient of 0.96 with HotSpot results and an average speed up of 29X on evaluation grid size of 64x64x4 for GSRC benchmarks. The sensitivity of the proposed algorithm to temperature difference between the 3D floorplans being compared and the success rate is also analyzed.
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