使用硬件计数器进行应用程序性能调优的可伸缩跨平台基础设施

S. Browne, J. Dongarra, N. Garner, K. London, P. Mucci
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引用次数: 253

摘要

PAPI项目的目的是指定一个标准API,用于访问大多数现代微处理器上可用的硬件性能计数器。这些计数器作为一小组寄存器存在,用于计数“事件”,这些事件是与处理器功能相关的特定信号和状态的出现。监视这些事件有助于源/目标代码的结构与将代码映射到底层体系结构的效率之间的关联。这种相关性在性能分析和调优中有多种用途。PAPI项目提出了一组标准的硬件事件和一个标准的跨平台库接口,用于底层计数器硬件。PAPI库已经或正在所有主要的HPC平台上实现。PAPI项目正在开发用于动态选择和显示硬件计数器性能数据的终端用户工具。PAPI支持也被纳入到许多第三方工具中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Scalable Cross-Platform Infrastructure for Application Performance Tuning Using Hardware Counters
The purpose of the PAPI project is to specify a standard API for accessing hardware performance counters available on most modern microprocessors. These counters exist as a small set of registers that count "events", which are occurrences of specific signals and states related to the processor's function. Monitoring these events facilitates correlation between the structure of source/object code and the efficiency of the mapping of that code to the underlying architecture. This correlation has a variety of uses in performance analysis and tuning. The PAPI project has proposed a standard set of hardware events and a standard cross-platform library interface to the underlying counter hardware. The PAPI library has been or is in the process of being implemented on all major HPC platforms. The PAPI project is developing end-user tools for dynamically selecting and displaying hardware counter performance data. PAPI support is also being incorporated into a number of third-party tools.
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