Performance Analysis and Tuning for General Purpose Graphics Processing Units (Gpgpu)

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General-purpose graphics processing units (GPGPU) have emerged as an important class of shared memory parallel processing architectures, with widespread deployment in every computer class from high-end supercomputers to embedded mobile platforms. Relative to more traditional multicore systems of today, GPGPUs have distinctly higher degrees of hardware multithreading (hundreds of hardware thread contexts vs. tens), a return to wide vector units (several tens vs. 1-10), memory architectures that deliver higher peak memory ...

Performance Analysis and Tuning for General Purpose Graphics Processing Units (GPGPU) 2012, Morgan & Claypool Publishers, San Rafael

ISBN-13: 9781608459544

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