Course on Advanced GPU computing

Course on Advanced GPU computing

Dr. Manuel Carcenac

Computer Engineering Department

European University of Lefke

(manuel.carcenac@gmail.com)

The following course lecture notes are freely available to anyone interested.

They can be used and modified without any restrictions.

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Chapters:

Presentation [ pdf ; doc ]

CUDA architecture and programming model [ pdf ; doc ]

CUDA programming interface - CUDA C [ pdf ; doc ]

Optimization of a CUDA code [ pdf ; doc ]

CUBLAS linear algebra library [ pdf ; doc ]

Application: linear system resolution with Gauss method [ pdf ; doc ]

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Some programs:

matrix multiplication with either CUDA or CUBLAS

Gauss method with either CUDA or CUBLAS

Important: batch file for compilation with Windows 7 64 bits, CUDA 3.2, CUBLAS and compute capability 2.0 (C2050)