llnl/FPChecker

最近记录的来源活动: 2026年4月4日 18:29

SkillsMP 收录数据更新: 2026年11月9日 14:22

已收集 skills: 4

GitHub 星标: 44
GitHub Forks: 13

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仓库 README

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<img src="figures/logo_fpchecker.png" /> [![Build Status](https://travis-ci.org/LLNL/FPChecker.svg?branch=master)](https://travis-ci.org/LLNL/FPChecker) **FPChecker** (Floating-Point Checker) is a dynamic analysis tool for profiling floating-point behavior in HPC applications. It gives developers clear, execution-based insight into how floating-point arithmetic behaves under real workloads and is currently the only tool in its class tailored to the HPC domain. Designed for straightforward adoption, FPChecker integrates with existing build workflows and produces detailed reports that pinpoint the exact file and line locations of numerical issues, including exceptions, high accumulated rounding error, cancellation, and related events. Its rounding-error reports also support data-driven mixed-precision tuning by highlighting code locations where promotion to higher precision is most beneficial. ## Documentation To see how to install and use FPChecker, visit: [https://fpchecker.org/](https://fpchecker.org/) ## Features - **Easy adoption:** FPChecker requires only minor build-script updates, such as replacing the compiler invocation (for example, `clang++`) with FPChecker wrappers (for example, `clang++-fpchecker`). Instrumentation is then applied automatically at build time. - **Execution-accurate detection:** FPChecker reports issues based on actual execution for the selected inputs, reducing false alarms from paths that are not exercised. - **Built for HPC workflows:** FPChecker supports key HPC languages and programming models, including C/C++, MPI, and, in selected modes, OpenMP and Pthreads. - **Actionable reporting:** FPChecker produces detailed reports that identify the exact source location (file and line) of floating-point issues. - **Mixed-precision guidance:** Rounding-error accumulation reports highlight high-risk lines, helping users prioritize selective FP32-to-FP64 promotion based on measured numerical impact. ### Contact For questions, contact Ignacio Laguna <ilaguna@llnl.gov>. To cite FPChecker please use ``` Laguna, Ignacio. "FPChecker: Detecting Floating-point Exceptions in GPU Applications." In 2019 34th IEEE/ACM International Conference on Automated Software Engineering (ASE), pp. 1126-1129. IEEE, 2019. ``` or ``` Ignacio Laguna, Tanmay Tirpankar, Xinyi Li, and Ganesh Gopalakrishnan. "Fpchecker: Floating-point exception detection tool and benchmark for parallel and distributed HPC." In 2022 IEEE International Symposium on Workload Characterization (IISWC), pp. 39-50. IEEE, 2022. ``` ## License FPChecker is distributed under the terms of the Apache License (Version 2.0). All new contributions must be made under the Apache-2.0 license. See LICENSE and NOTICE for details. LLNL-CODE-769426

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这个仓库中的 skills

软件开发工程师软件质量保证分析师与测试员

2 个职业分类 · 已分类 100%

skill

职业分类

描述

更新

build-the-tool

软件开发工程师

Guide for building the tool when asked by the user or testing a code change that requires a new build of the tool

原文语言：英语

2026-04-04

html-reports-description

软件开发工程师

Guide for understanding the structure and content of HTML reports generated by the tool

原文语言：英语

2026-04-03

write-tests

软件质量保证分析师与测试员

Guide for writing tests in the project

原文语言：英语

2026-04-03

tool-description-error-tracking

软件开发工程师

Guide for understanding the tool's functionality and usage in error tracking

原文语言：英语

2026-04-02

已展示 4 / 4 个已收集 Skill。