GPU Parallel Program Development Using CUDA, Soyata 9780367572242 PB..

GPU Parallel Program Development Using CUDA, Soyata 9780367572242 PB..

CRC Press

GPU Parallel Program Development Using CUDAAuthor(s): Tolga Soyata\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: Chapman & Hall/CRC\nISBN-13: 9780367572242, 978-0367572242\nSynopsis\nGPU Parallel Program Development using CUDA teaches GPU programming by showing the differences among different families of GPUs. This approach prepares the reader for the next generation and future generations of GPUs. The book emphasizes concepts that will remain relevant for a long time, rather than concepts that are platform-specific. At the same time, the book also provides platform-dependent explanations that are as valuable as generalized GPU concepts. \n\nThe book consists of three separate parts; it starts by explaining parallelism using CPU multi-threading in Part I. A few simple programs are used to demonstrate the concept of dividing a large task into multiple parallel sub-tasks and mapping them to CPU threads. Multiple ways of parallelizing the same tas.

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