HPC代码通用仪表接口的案例

David Boehme, K. Huck, Jonathan Madsen, J. Weidendorfer
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引用次数: 8

摘要

用于基本性能记录、回归测试和异常检测的轻量级计时功能在HPC代码中是必不可少的。我们将介绍最近开发的Caliper、timmemory和perfstub库,它们是针对这些任务的通用解决方案。轻量级的、永远在线的分析解决方案通常是围绕用户定义的工具点构建的,这可以使应用程序计时之外的各种用例受益。我们主张创建与工具无关的适配器层,以使这些工具点对第三方工具、运行时系统和系统软件可用。
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The Case for a Common Instrumentation Interface for HPC Codes
Lightweight timekeeping functionality for basic performance logging, regression testing, and anomaly detection is essential in HPC codes. We present the Caliper, TiMemory, and PerfStubs libraries that have recently been developed as common solutions for these tasks. Lightweight, always-on profiling solutions are typically built around user-defined instrumentation points, which can benefit a variety of use cases beyond application timekeeping. We argue for the creation of a tool-agnostic adapter layer to make these instrumentation points available to third-party tools, runtime systems, and system software.
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CHAMPVis: Comparative Hierarchical Analysis of Microarchitectural Performance Multi-Level Performance Instrumentation for Kokkos Applications Using TAU Performance Analysis of Tile Low-Rank Cholesky Factorization Using PaRSEC Instrumentation Tools [Title page] In Situ Visualization of Performance Metrics in Multiple Domains
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