Gpu Assembly And Shader Programming For Compute
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Gpu Assembly And Shader Programming For Compute
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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-02-10
Gpu Assembly And Shader Programming For Compute written by Robert Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-10 with Computers categories.
"GPU Assembly and Shader Programming for Compute: Low-Level Optimization Techniques for High-Performance Parallel Processing" is a comprehensive guide to unlocking the full potential of modern Graphics Processing Units. Navigate the complexities of GPU architecture as this book elucidates foundational concepts and advanced techniques relevant to both novice and experienced developers. Through detailed exploration of shader languages and assembly programming, readers gain the skills to implement efficient, scalable solutions leveraging the immense power of GPUs. The book is carefully structured to build from the essentials of setting up a robust development environment to sophisticated strategies for optimizing shader code and mastering advanced GPU compute techniques. Each chapter sheds light on key areas of GPU computing, encompassing debugging, performance profiling, and tackling cross-platform programming challenges. Real-world applications are illustrated with practical examples, revealing GPU capabilities across diverse industries—from scientific research and machine learning to game development and medical imaging. Anticipating future trends, this text also addresses upcoming innovations in GPU technology, equipping readers with insights to adapt and thrive in a rapidly evolving field. Whether you are a software engineer, researcher, or enthusiast, this book is your definitive resource for mastering GPU programming, setting the stage for innovative applications and unparalleled computational performance.
Gpu Gems 2
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Author : Matt Pharr
language : en
Publisher: Addison-Wesley Professional
Release Date : 2005
Gpu Gems 2 written by Matt Pharr and has been published by Addison-Wesley Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Computers categories.
More useful techniques, tips, and tricks for harnessing the power of the new generation of powerful GPUs.
Cuda Programming
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Author : Shane Cook
language : en
Publisher: Newnes
Release Date : 2012-11-13
Cuda Programming written by Shane Cook and has been published by Newnes this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-13 with Computers categories.
'CUDA Programming' offers a detailed guide to CUDA with a grounding in parallel fundamentals. It starts by introducing CUDA and bringing you up to speed on GPU parallelism and hardware, then delving into CUDA installation.
Fundamentals Of Computer Graphics
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Author : Peter Shirley
language : en
Publisher: CRC Press
Release Date : 2009-07-21
Fundamentals Of Computer Graphics written by Peter Shirley and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-07-21 with Computers categories.
With contributions by Michael Ashikhmin, Michael Gleicher, Naty Hoffman, Garrett Johnson, Tamara Munzner, Erik Reinhard, Kelvin Sung, William B. Thompson, Peter Willemsen, Brian Wyvill. The third edition of this widely adopted text gives students a comprehensive, fundamental introduction to computer graphics. The authors present the mathematical fo
Gpu Based Parallel Implementation Of Swarm Intelligence Algorithms
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Author : Ying Tan
language : en
Publisher: Morgan Kaufmann
Release Date : 2016-04-15
Gpu Based Parallel Implementation Of Swarm Intelligence Algorithms written by Ying Tan and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-15 with Computers categories.
GPU-based Parallel Implementation of Swarm Intelligence Algorithms combines and covers two emerging areas attracting increased attention and applications: graphics processing units (GPUs) for general-purpose computing (GPGPU) and swarm intelligence. This book not only presents GPGPU in adequate detail, but also includes guidance on the appropriate implementation of swarm intelligence algorithms on the GPU platform. GPU-based implementations of several typical swarm intelligence algorithms such as PSO, FWA, GA, DE, and ACO are presented and having described the implementation details including parallel models, implementation considerations as well as performance metrics are discussed. Finally, several typical applications of GPU-based swarm intelligence algorithms are presented. This valuable reference book provides a unique perspective not possible by studying either GPGPU or swarm intelligence alone. This book gives a complete and whole picture for interested readers and new comers who will find many implementation algorithms in the book suitable for immediate use in their projects. Additionally, some algorithms can also be used as a starting point for further research. - Presents a concise but sufficient introduction to general-purpose GPU computing which can help the layman become familiar with this emerging computing technique - Describes implementation details, such as parallel models and performance metrics, so readers can easily utilize the techniques to accelerate their algorithmic programs - Appeals to readers from the domain of high performance computing (HPC) who will find the relatively young research domain of swarm intelligence very interesting - Includes many real-world applications, which can be of great help in deciding whether or not swarm intelligence algorithms or GPGPU is appropriate for the task at hand
Maximum Pc
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Author :
language : en
Publisher:
Release Date : 2005
Maximum Pc written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
Maximum PC is the magazine that every computer fanatic, PC gamer or content creator must read. Each and every issue is packed with punishing product reviews, insightful and innovative how-to stories and the illuminating technical articles that enthusiasts crave.
Fast And Accurate Finite Element Multigrid Solvers For Pde Simulations On Gpu Clusters
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Author : Dominik Göddeke
language : en
Publisher: Logos Verlag Berlin GmbH
Release Date : 2011
Fast And Accurate Finite Element Multigrid Solvers For Pde Simulations On Gpu Clusters written by Dominik Göddeke and has been published by Logos Verlag Berlin GmbH this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Computers categories.
This dissertation demonstrates that graphics processors (GPUs) as representatives of emerging many-core architectures are very well-suited for the fast and accurate solution of large, sparse linear systems of equations, using parallel multigrid methods on heterogeneous compute clusters. Such systems arise for instance in the discretisation of (elliptic) partial differential equations with finite elements. Fine-granular parallelisation techniques and methods to ensure accuracy are developed that enable at least one order of magnitude speedup over highly-tuned conventional CPU implementations, without sacrificing neither accuracy nor functionality.
Monte Carlo Techniques In Radiation Therapy
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Author : Joao Seco
language : en
Publisher: Taylor & Francis
Release Date : 2016-04-19
Monte Carlo Techniques In Radiation Therapy written by Joao Seco and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-19 with Mathematics categories.
Modern cancer treatment relies on Monte Carlo simulations to help radiotherapists and clinical physicists better understand and compute radiation dose from imaging devices as well as exploit four-dimensional imaging data. With Monte Carlo-based treatment planning tools now available from commercial vendors, a complete transition to Monte Carlo-base
Accelerator Programming Using Directives
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Author : Sridutt Bhalachandra
language : en
Publisher: Springer Nature
Release Date : 2021-04-16
Accelerator Programming Using Directives written by Sridutt Bhalachandra and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-16 with Computers categories.
This book constitutes the proceedings of the 7th International Workshop on Accelerator Programming Using Directives, WACCPD 2020, which took place on November 20, 2021. The workshop was initially planned to take place in Atlanta, GA, USA, and changed to an online format due to the COVID-19 pandemic. WACCPD is one of the major forums for bringing together users, developers, and the software and tools community to share knowledge and experiences when programming emerging complex parallel computing systems. The 5 papers presented in this volume were carefully reviewed and selected from 7 submissions. They were organized in topical sections named: OpenMP; OpenACC; and Domain-specific Solvers.
Gpgpu Programming For Games And Science
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Author : David H. Eberly
language : en
Publisher: CRC Press
Release Date : 2014-08-15
Gpgpu Programming For Games And Science written by David H. Eberly and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-15 with Computers categories.
An In-Depth, Practical Guide to GPGPU Programming Using Direct3D 11 GPGPU Programming for Games and Science demonstrates how to achieve the following requirements to tackle practical problems in computer science and software engineering: Robustness Accuracy Speed Quality source code that is easily maintained, reusable, and readable The book primarily addresses programming on a graphics processing unit (GPU) while covering some material also relevant to programming on a central processing unit (CPU). It discusses many concepts of general purpose GPU (GPGPU) programming and presents practical examples in game programming and scientific programming. The author first describes numerical issues that arise when computing with floating-point arithmetic, including making trade-offs among robustness, accuracy, and speed. He then shows how single instruction multiple data (SIMD) extensions work on CPUs since GPUs also use SIMD. The core of the book focuses on the GPU from the perspective of Direct3D 11 (D3D11) and the High Level Shading Language (HLSL). This chapter covers drawing 3D objects; vertex, geometry, pixel, and compute shaders; input and output resources for shaders; copying data between CPU and GPU; configuring two or more GPUs to act as one; and IEEE floating-point support on a GPU. The book goes on to explore practical matters of programming a GPU, including code sharing among applications and performing basic tasks on the GPU. Focusing on mathematics, it next discusses vector and matrix algebra, rotations and quaternions, and coordinate systems. The final chapter gives several sample GPGPU applications on relatively advanced topics. Web Resource Available on a supporting website, the author’s fully featured Geometric Tools Engine for computing and graphics saves you from having to write a large amount of infrastructure code necessary for even the simplest of applications involving shader programming. The engine provides robust and accurate source code with SIMD when appropriate and GPU versions of algorithms when possible.