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Title Performance analysis and tuning for general purpose graphics processing units (GPGPU) [electronic resource] / Hyesoon Kim ... [et al.].
Publication Info. [San Rafael, Calif.] : Morgan & Claypool, c2012.
Location Call No. Status Notes
 Libraries Electronic Books  ELECTRONIC BOOKS-DDA    AVAIL. ONLINE
Description 1 online resource.
Series Synthesis lectures in computer architecture ; #20. 1935-3235
Bibliography Includes bibliographical references (p. 71-81).
Reproduction Electronic reproduction. Perth, W.A. Available via World Wide Web.
Note Description based on online resource; title from PDF t.p. (Morgan & Claypool, viewed Nov. 27, 2012).
Contents 1. GPU design, programming, and trends -- 1.1 A brief history of GPU -- 1.2 A brief overview of a GPU system -- 1.2.1 An overview of GPU architecture -- 1.3 A GPGPU programming model: CUDA -- 1.3.1 Kernels -- 1.3.2 Thread hierarchy in CUDA -- 1.3.3 Memory hierarchy -- 1.3.4 SIMT execution -- 1.3.5 CUDA language extensions -- 1.3.6 Vector addition example -- 1.3.7 PTX -- 1.3.8 Consistency model and special memory operations -- 1.3.9 IEEE floating-point support -- 1.3.10 Execution model of OpenCL -- 1.4 GPU architecture -- 1.4.1 GPU pipeline -- 1.4.2 Handling branch instructions -- 1.4.3 GPU memory systems -- 1.5 Other GPU architectures -- 1.5.1 The Fermi architecture -- 1.5.2 The AMD architecture -- 1.5.3 Many integrated core architecture -- 1.5.4 Combining CPUs and GPUs on the same die --
Subject Graphics processing units.
Parallel processing (Electronic computers)
GPGPU
performance analysis
performance modeling
CUDA
Added Author Kim, Hyesoon, 1974-
Ebooks Corporation
Related To Print version: Performance analysis and tuning for general purpose graphics processing units (GPGPU). [San Rafael, Calif.] : Morgan & Claypool, c2012 9781608459544
ISBN 9781608459551 (electronic bk.)
1608459551 (electronic bk.)
9781608459544 (paperback)
Standard No. 10.2200/S00451ED1V01Y201209CAC020 doi
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