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首页> 外文期刊>Journal of supercomputing >Wasted dynamic power and correlation to instruction set architecture for CPU throttling
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Wasted dynamic power and correlation to instruction set architecture for CPU throttling

机译:浪费的动态功耗以及与CPU节流的指令集架构的关联

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Reducing dynamic power consumption is one of the major design goals in modern high-performance processor design. Throttling is a mechanism that reduces dynamic power at the expense of reduced throughput. Instruction profiling can identify a set of instructions suitable for fine-grained throttling without significant performance degradation. In this paper, an Electronic Design Automation (EDA) flow was developed to process pipeline trace at an early stage to identify the bottleneck. Using the developed EDA flow, this work identifies a set of instructions suitable for fine-grained CPU throttling to reduce wasted dynamic power in RISC-V architecture. To rank higher stall causing instructions in the instruction profile, a weight-based system was introduced. It was observed that independent of the workload and type, higher stall causing instructions were repeating across all the benchmark programs. The top 10 instruction profiles for each test suite identify probable throttling clock cycles for each pipeline stage for wasted dynamic power reduction at minimal performance loss. These results are expected to enable researchers to reduce wasted dynamic power by modifying existing architecture and effectively apply throttling mechanism without significant performance degradation.
机译:降低动态功耗是现代高性能处理器设计的主要设计目标之一。节流是一种以降低吞吐量为代价来降低动态功耗的机制。指令分析可以确定一组适用于细粒度节流的指令,而不会显着降低性能。在本文中,开发了电子设计自动化(EDA)流程以在早期阶段处理管道跟踪以识别瓶颈。使用开发的EDA流程,这项工作确定了一组适用于细粒度CPU节流以减少RISC-V架构中浪费的动态功耗的指令。为了在指令配置文件中对导致较高失速的指令进行排序,引入了基于权重的系统。据观察,与工作量和类型无关,导致更高失速的指令在所有基准程序中都在重复。每个测试套件的前10个指令配置文件为每个流水线级确定了可能的节流时钟周期,从而以最小的性能损失浪费了动态功耗。这些结果有望使研究人员能够通过修改现有架构来减少浪费的动态功率,并有效地应用节流机制,而不会显着降低性能。

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