基于dpc++的异构计算教学

J. Fuentes, Daniel López, Sebastián González
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引用次数: 4

摘要

现代计算机系统从传统的处理器发展到具有异构加速器的复杂硬件单元是一个现实。在过去的十年中,在本科课程中教授并行计算的意识有所增加,然而,重点主要集中在多核cpu上。gpu、fpga和其他加速器现在出现在人们日常使用的大多数设备中,但它们的编程仍然留给经验丰富的工程师。针对异构体系结构的新的高级编程语言,如dpc++,为没有经验的程序员提供了一个接近加速器的好机会。在本文中,我们提出了一个新的异构计算课程,其教学大纲侧重于异构架构(多核cpu, gpu和fpga)的基础以及它们的dpc++编程。在此,我们将介绍本课程的教学成果。学生评价和考核数据表明,学生参与课程的学习活动,对课程内容的满意度较高
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Teaching Heterogeneous Computing Using DPC++
The evolution of modern computer systems with conventional processors to complex hardware units with heterogeneous accelerators is a reality. In the last decade, the awareness of teaching parallel computing in undergraduate programs has increased, however, the focus has been mainly on multi-core CPUs. GPUs, FPGAs, and other accelerators are now present in most of the devices people use daily, but their programming is still left to experienced engineers. New high-level programming languages for heterogeneous architectures such as DPC++ represent a good opportunity to bring closer inexperienced programmers to accelerators. In this paper, we present a new Heterogeneous Computing course with a syllabus focused on the foundations of heterogeneous architectures (multi-core CPUs, GPUs, and FPGAs) and their programming with DPC++. We present results from the experience of teaching this course to undergraduate students. Student evaluation and assessment data show that students engaged with the course's learning activities and there is high satisfaction with the contents covered
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