Publisher: Springer; 2014 edition (July 5, 2014)
Format: PDF / Kindle / ePub
Size: 6.7 MB
Downloadable formats: PDF
This ebook brings jointly study on numerical equipment tailored for images Processing devices (GPUs). It explains contemporary efforts to evolve vintage numerical equipment, together with resolution of linear equations and FFT, for vastly parallel GPU architectures. This quantity consolidates fresh study and variations, protecting regularly occurring tools which are on the center of many clinical and engineering computations. every one bankruptcy is written through authors engaged on a particular workforce of equipment; those major specialists supply mathematical historical past, parallel algorithms and implementation information resulting in reusable, adaptable and scalable code fragments. This booklet additionally serves as a GPU implementation guide for lots of numerical algorithms, sharing tips about GPUs that may raise program potency. the dear insights into parallelization techniques for GPUs are supplemented by way of ready-to-use code fragments. Numerical Computations with GPUs goals execs and researchers operating in excessive functionality computing and GPU programming. Advanced-level scholars concerned about desktop technology and arithmetic also will locate this e-book helpful as secondary textual content e-book or reference.
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