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Break into the extremely efficient world of parallel GPU programming with this down-to-earth, smart info
Designed for professionals all through various industrial sectors, Professional CUDA C Programming presents CUDA — a parallel computing platform and programming model designed to ease the occasion of GPU programming — fundamentals in a easy-to-adjust to format, and teaches readers the best way to imagine in parallel and implement parallel algorithms on GPUs. Each chapter covers a specific matter, and consists of workable examples that reveal the occasion course of, allowing readers to find every the "exhausting" and "tender" options of GPU programming.
Computing architectures are experiencing a elementary shift in the direction of scalable parallel computing motivated by software requirements in business and science. This book demonstrates the challenges of successfully utilizing compute belongings at peak effectivity, presents fashionable strategies for tackling these challenges, whereas rising accessibility for professionals who often will not be primarily parallel programming specialists. The CUDA programming model and tools empower builders to place in writing high-effectivity functions on a scalable, parallel computing platform: the GPU. However, CUDA itself could possibly be troublesome to review with out in depth programming experience. Acknowledged CUDA authorities John Cheng, Max Grossman, and Ty McKercher info readers by way of necessary GPU programming experience and biggest practices in Professional CUDA C Programming, along with: CUDA Programming Model GPU Execution Model GPU Memory model Streams, Event and Concurrency Multi-GPU Programming CUDA Space-Specific Libraries Profiling and Effectivity Tuning
The book makes difficult CUDA concepts simple to know for anyone with info of main software enchancment with exercises designed to be every readable and high-effectivity. For the expert seeking entrance to parallel computing and the high-effectivity computing group, Professional CUDA C Programming is a helpful helpful useful resource, with in all probability probably the most current information obtainable obtainable available on the market.
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