论文标题

文献综述和实施概述:具有教室和研究用途的图形处理单元的高性能计算

Literature Review and Implementation Overview: High Performance Computing with Graphics Processing Units for Classroom and Research Use

论文作者

George, Nathan

论文摘要

在本报告中,我讨论了GPU HPC系统的历史和当前状态。尽管高功率GPU仅存在很短的时间,但他们在深度学习应用中发现了迅速采用。我还讨论了商品硬件NVIDIA GPU HPC群集的实施,用于深度学习研究和学术教学使用。

In this report, I discuss the history and current state of GPU HPC systems. Although high-power GPUs have only existed a short time, they have found rapid adoption in deep learning applications. I also discuss an implementation of a commodity-hardware NVIDIA GPU HPC cluster for deep learning research and academic teaching use.

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