Book Details
- ISBN: 979-8339372837
- Published: September 16, 2024
- Categories: Books Computers & Technology Databases & Big Data
Gallery
Foundations of Graphics & Compute: Volume 3: Computing
About This Book
In an age where data is growing exponentially and performance demands are ever-increasing, parallel computing has become essential. From rendering graphics in real-time to simulating complex physical systems and training deep learning models, the ability to perform computations across hundreds or thousands of cores simultaneously has transformed the way we approach large-scale problems. With the rise of WebGPU and its native shading language, WGSL (WebGPU Shading Language), the potential to harness the power of modern GPUs is no longer limited to desktop or server-based applications. Now, it is accessible directly through the browser, ushering in a new era of web-based high-performance computing. This book on computing is written to guide you through the exciting and rapidly evolving landscape of parallel GPU computing. Whether you are a developer seeking to optimize your applications, a researcher looking to accelerate simulations, or a student eager to learn about cutting-edge technology, this book will provide a solid foundation for leveraging the immense computational power of the GPU using WebGPU and WGSL. The choice of WebGPU as the focus is deliberate. Unlike legacy APIs, WebGPU is designed for modern workloads and offers cross-platform support across browsers. WGSL, as a shading language tailored for WebGPU, provides an elegant and intuitive syntax for both compute and graphics programming, making it a natural choice for those looking to build high-performance web applications. By using these tools, developers can now build complex compute shaders that run directly in the browser, without the need for plugins or native apps. Throughout this book, you will embark on a journey from understanding the basics of GPU architecture and parallel computing to writing advanced compute shaders for large-scale simulations, real-time rendering, and even machine learning. The content has been carefully structured to build your knowledge step by step, combining theoretical insights with practical, hands-on examples. You'll learn not just how to write compute shaders, but also how to optimize them for performance, ensuring that you can fully unlock the potential of the GPU. At the heart of this text is the goal of demystifying parallel computing and making it accessible to a broader audience. WebGPU and WGSL provide an unprecedented opportunity to democratize high-performance computing, bringing it from specialized environments into everyday use on the web. By mastering these tools, you will not only be able to tackle today's challenges but also be prepared to meet the demands of tomorrow.
Key Features
- Comprehensive coverage of Books topics
- Practical examples and real-world applications
- Clear explanations suitable for beginners and experts
- Latest trends and techniques in the field
- Exercises and challenges to test your knowledge
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What Readers Are Saying
Henry Lee
Cognitive Psychologist
As a scholar in the field of webgpu, I find this volume to be an indispensable resource. The author's treatment of complex topics is both rigorous and accessible, making it suitable for classroom use as well as independent study. I highly recommend this book to anyone serious about mastering this subject.
Posted 3 days ago
User502
Verified Purchase
I completely agree with Henry Lee's review. This book exceeded my expectations!
Posted 7 days ago
Ava Garcia
Tech Journalist
This book changed how I think about webgpu. The author has a gift for making complex ideas feel simple and approachable. It's rare to find a technical book that's this enjoyable to read.
Posted 11 days ago
User793
Verified Purchase
I completely agree with Ava Garcia's review. This book exceeded my expectations!
Posted 5 days ago
Ava Miller
Book Blogger
Excellent resource - packed with useful information!
Posted 10 days ago
Henry Chen
Software Engineer
This comprehensive work by the author, provides an exceptional examination of webgpu. The depth of analysis is particularly impressive, offering both theoretical frameworks and practical applications that will benefit readers at all levels of expertise. I highly recommend this book to anyone serious about mastering this subject.
Posted 29 days ago
Olivia Rodriguez
Tech Journalist
I couldn't put this book down! As someone who's been working with webgpu for years, I still learned so much from reading this book, clear explanations and real-world examples. It's rare to find a technical book that's this enjoyable to read.
Posted 4 days ago