基于紧密耦合线程模型的软件/硬件系统高效设计探索框架

Q4 Engineering
A. Khan, T. Isshiki, Dongju Li, H. Kunieda
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引用次数: 0

摘要

为了满足当今消费便携式设备日益增长的计算需求,异构多处理器片上系统(MPSoC)架构已经得到广泛应用。这些mpsoc不仅包括多个处理器,还包括多个专用硬件加速器。由于MPSoC的复杂性增加,需要在设计过程的早期阶段快速准确地进行设计空间探索(DSE)以获得最佳系统性能。任何DSE解决方案都希望提供最佳的系统分区方案,以获得最佳性能和有效的区域利用率。本文提出了一种基于紧耦合线程并行编程模型的异构MPSoC设计空间探索框架,该框架可以处理系统分区探索和硬件综合探索。该框架利用精确的硬件时序模型作为系统瓶颈指标,指导硬件版本组合的枚举过程,将指数大小的设计空间大幅缩小为近线性大小。实验结果表明,该方法对每个线程的HW时序的平均估计误差为1.38%,对系统级仿真的估计误差为2.80%,其中仿真加速因子约为5000倍。目前提出的框架部分依赖于高级综合(HLS)工具eXCite,但其他HLS工具可以很容易地集成到提出的框架中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient Design Exploration Framework of SW/HW Systems Based on Tightly-coupled Thread Model
In order to meet the increased computational requirement of today’s consumer portable devices, heterogeneous multiprocessor system-on-chip (MPSoC) architectures have become widespread. These MPSoCs include not only multiple processors but also multiple dedicated hardware accelerators. Due to the increase complexity of the MPSoC, fast and accurate design space exploration (DSE) for best system performance at early stage of the design process is desired. Any DSE solution is desired to provide best system partitioning scheme for best performance with efficient area utilization. In this paper we propose a design space exploration framework for heterogeneous MPSoC based on tightly-coupled thread (TCT) parallel programing model which can handles system partition exploration and HW synthesis exploration. The proposed framework drastically reduces the exponential size design space into near-linear size by utilizing the accurate HW timing models as the indicator for system bottleneck and guiding the enumeration process of HW version combinations. Experimental results shows the accuracy of the proposed method with an average estimation error of 1.38% for HW timing of each thread, and 2.80% estimation error for the system-level simulation, where the simulation speedup factor was in the order of 5,000 times. Currently the proposed framework partially depends on a high level synthesis (HLS) tool eXCite, but other HLS tools can be easily integrated into the proposed framework.
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来源期刊
IPSJ Transactions on System LSI Design Methodology
IPSJ Transactions on System LSI Design Methodology Engineering-Electrical and Electronic Engineering
CiteScore
1.20
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0.00%
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