arXiv Open Access 2020

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

Nathan George

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Abstrak

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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cs.DC

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Nathan George

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George, N. (2020). Literature Review and Implementation Overview: High Performance Computing with Graphics Processing Units for Classroom and Research Use. https://arxiv.org/abs/2005.07598

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Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓