书目名称 | General-Purpose Graphics Processor Architectures | 编辑 | Tor M. Aamodt,Wilson Wai Lun Fung,Timothy G. Roger | 视频video | | 丛书名称 | Synthesis Lectures on Computer Architecture | 图书封面 |  | 描述 | .Originally developed to support video games, graphics processor units (GPUs) are now increasingly used for general-purpose (non-graphics) applications ranging from machine learning to mining of cryptographic currencies. GPUs can achieve improved performance and efficiency versus central processing units (CPUs) by dedicating a larger fraction of hardware resources to computation. In addition, their general-purpose programmability makes contemporary GPUs appealing to software developers in comparison to domain-specific accelerators. This book provides an introduction to those interested in studying the architecture of GPUs that support general-purpose computing. It collects together information currently only found among a wide range of disparate sources. The authors led development of the GPGPU-Sim simulator widely used in academic research on GPU architectures...The first chapter of this book describes the basic hardware structure of GPUs and provides a brief overview of theirhistory. Chapter 2 provides a summary of GPU programming models relevant to the rest of the book. Chapter 3 explores the architecture of GPU compute cores. Chapter 4 explores the architecture of the GPU memor | 出版日期 | Book 2018 | 版次 | 1 | doi | https://doi.org/10.1007/978-3-031-01759-9 | isbn_softcover | 978-3-031-00631-9 | isbn_ebook | 978-3-031-01759-9Series ISSN 1935-3235 Series E-ISSN 1935-3243 | issn_series | 1935-3235 | copyright | Springer Nature Switzerland AG 2018 |
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