HPCnix:让高性能计算应用程序像 shell 脚本一样更简单

Minoru Kanatsu, Hiroshi Yamada
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摘要

在高性能计算(HPC)领域,人们希望使用高度优化的框架来提取极高的计算性能,而无需使用通用的操作系统 API 和个人桌面框架。然而,这使得开发成本高于普通应用程序开发,对初学者来说也具有挑战性。由于云计算环境的发展以及深度学习和大规模语言模型带来的人工智能热潮,对大规模计算的需求日益增长。因此,我们需要一个能让高性能计算应用编程更容易处理的框架。本研究展示了一种概念模型,它可以使用类似于 Unix 中 shell 命令流水线的语义来编写 HPC 应用程序。它为 HPC 初学者提出了一个名为 HPCnix 的简单应用框架。
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HPCnix: make HPC Apps more easier like shell script
In the area of high-performance computing (HPC), it is expected to extract extreme computing performance using a highly optimized framework without even common OS APIs and frameworks for personal desktops. However, this makes the development cost higher than normal application development and challenging for beginners. The demand for large-scale computation is increasing due to the growth of cloud computing environments and the AI boom resulting from deep learning and large-scale language models. Therefore, a framework that makes it easier to handle HPC application programming is needed. This study shows a concept model that makes it possible to write HPC applications using semantics like the shell command pipeline in Unix. It proposes a simple application framework for beginners in HPC called HPCnix.
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