基于轨迹分段线性模型的管道互连平面规划优化

C. Long, Lucanus J. Simonson, W. Liao, Lei He
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引用次数: 44

摘要

互连流水线对系统性能有很大的影响,但在自动布局中却没有考虑到这一点。考虑到互连流水线,我们研究了地板规划优化问题,以最小化系统CPI(每指令周期),从而最大化系统性能。我们开发了一种高效的基于表的模型,称为轨迹分段线性(TPWL)模型,用于通过互连流水线估计CPI。实验表明,TPWL模型与周期精度模拟的误差小于3.0%。我们将该模型与基于模拟退火的平面规划优化相结合,以获得cpi感知的平面规划。与传统的最小化面积和导线长度的平面设计相比,我们的CPI感知平面设计在100nm技术下可以减少高达28.6%的CPI,而面积开销仅为5.69%,在70nm技术下获得更好的效果。据我们所知,本文首次深入研究了考虑互联流水线的平面规划优化问题。
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Floorplanning optimization with trajectory piecewise-linear model for pipelined interconnects
Interconnect pipelining has a great impact on system performance, but has not been considered by automatic floorplanning. Consid-ering interconnect pipelining, we study the floorplanning optimiza-tion problem to minimize system CPI (cycles per instruction) and in turn maximize system performance. We develop an efficient table-based model called trajectory piece-wise linear (TPWL) model to estimate CPI with interconnect pipelining. Experiments show that the TPWL model differs from cycle-accurate simulations by less than 3.0%. We integrate this model with a simulated-annealing based floorplan optimization to obtain CPI-aware floorplanning. Compared to the conventional floorplanning to minimize area and wire length, our CPI-aware floorplanning can reduce CPI by up to 28.6% with a small area overhead of 5.69% under 100nm technol-ogy and obtain better results under 70nm technology. To the best of our knowledge, this paper is the first in-depth study on floorplan-ning optimization with consideration of interconnect pipelining.
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