Master GPU Architecture - Deckman, William
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A Comprehensive Guide to GPU Computing This book is a comprehensive guide to GPU computing, covering the fundamentals of GPU architecture, programming, and applications. We delve into the intricacies of GPU design, exploring the various components that make up a modern GPU, from the core processing units to the memory hierarchy. We explore the world of GPU programming, covering languages like CUDA and OpenCL, and how to write efficient and high-performance GPU kernels. You'll learn about memory optimization techniques, performance profiling, and tuning your code for maximum performance. We…mehr

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A Comprehensive Guide to GPU Computing This book is a comprehensive guide to GPU computing, covering the fundamentals of GPU architecture, programming, and applications. We delve into the intricacies of GPU design, exploring the various components that make up a modern GPU, from the core processing units to the memory hierarchy. We explore the world of GPU programming, covering languages like CUDA and OpenCL, and how to write efficient and high-performance GPU kernels. You'll learn about memory optimization techniques, performance profiling, and tuning your code for maximum performance. We also delve into the practical applications of GPUs, including gaming, machine learning, and artificial intelligence. Discover how GPUs can enhance your gaming experience, accelerate machine learning models, and power AI applications. Whether you're a seasoned GPU programmer or a newcomer to the field, this book will provide you with the knowledge and skills you need to harness the power of GPUs.
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