Webgpu Compute
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Author | : Jack Xu |
Publisher | : UniCAD |
Total Pages | : 126 |
Release | : 101-01-01 |
Genre | : Computers |
ISBN | : |
WebGPU and Compute Shaders for Real-Time Graphics – A Practical Guide to Web-Based GPU Acceleration Unleash the limitless potential of next-generation web graphics development with WebGPU and compute shaders. WebGPU, a cutting-edge graphics API, is transforming the web landscape. It offers an array of features that surpass WebGL, including compute shaders and storage buffers. These innovations unlock new horizons for crafting ultra-responsive, high-performance web experiences, ideal for real-time data visualization, scientific simulations, machine learning, web games, and more. This eBook is your definitive guide to mastering WebGPU and compute shaders. It starts by covering the basics of WebGPU, including shaders, buffers, and pipelines. Then, it dives into the more advanced topics of compute shaders and storage buffers. Finally, it provides real-world examples of how to use WebGPU and compute shaders to create stunning real-time web graphics. What you'll learn: · The basics of WebGPU and Compute Shaders. · How to use compute shaders to render simple 3D surfaces. · How to use compute shaders to render Parametric 3D surfaces. · How to use compute shaders to render 3D super shapes. · How to use storage buffers to store large amounts of data on the GPU. Who this book is for: · Web developers eager to elevate their proficiency in crafting high-performance web graphics. · Graphics enthusiasts keen to explore the latest real-time graphics technologies. · Tech explorers who want to be at the forefront of web development innovation. Empower your journey in web graphics: WebGPU and Compute Shaders for Real-Time Graphics is your passport to shaping the future of web-based 3D graphics. Whether you're a web developer, a graphics enthusiast, a game developer, or a tech explorer, this eBook is the perfect resource for you. Order your copy today and start creating stunning real-time web graphics like never before!
Author | : Jack Xu |
Publisher | : UniCAD |
Total Pages | : 522 |
Release | : 2023-05-10 |
Genre | : Computers |
ISBN | : |
Are you ready to take your web graphics to the next level? Look no further than "WebGPU by Examples". This comprehensive guide equips you with all the tools you need to create stunning 3D graphics in your web applications with the help of GPU acceleration. With this book, you will discover how to design an array of 3D graphics, from basic shapes like cubes, spheres, cylinders, and tori to intricate 3D graphics like wireframes, simple and parametric surfaces, supershapes, implicit surfaces, procedural terrains, volcanoes, Minecraft, voxel terrains, text rendering, and complex function visualization, as well as particle systems made using compute shaders. The author has simplified the learning process by breaking down the concepts of WebGPU, the cutting-edge graphics API for the Web, so even those with minimal experience can grasp the fundamentals of advanced graphics development. This book includes: - Introduce a starter template for graphics programming with WebGPU. - Create basic 3D shapes like cube, sphere, cylinder, torus, etc. - Design intricate 3D surface graphics such as wireframes, simple and parametric 3D surfaces, and procedural terrains. - Simulate light and shadow using different models, including point, directional, and spot light. - Implement physical-based rendering lighting methods to create realistic graphics. - Apply colormap and texture techniques to 3D surfaces. - Generate 3D surfaces and super shapes using compute shaders for improving performance. - Construct marching cubes for generating 3D implicit surfaces, metaballs, and voxel terrains. - Visualize complex functions using 3D plots and domain coloring. - Create particle systems for 3D graphics applications. Whether you are a beginner or an experienced developer, this book is the ideal resource to help you design a wide range of graphics applications in WebGPU. So, are you ready to explore next-generation web graphics and compute API? Start your journey with "WebGPU by Examples" today!
Author | : Matthew Scarpino |
Publisher | : CRC Press |
Total Pages | : 385 |
Release | : 2024-10-02 |
Genre | : Computers |
ISBN | : 1040124763 |
The WebGPU Sourcebook: High-Performance Graphics and Machine Learning in the Browser explains how to code web applications that access the client’s graphics processor unit, or GPU. This makes it possible to render graphics in a browser at high speed and perform computationally intensive tasks such as machine learning. By taking advantage of WebGPU, web developers can harness the same performance available to desktop developers. The first part of the book introduces WebGPU at a high level, without graphics theory or heavy math. The chapters in the second part are focused on graphical rendering and the rest of the book focuses on compute shaders. This book walks through several examples of WebGPU usage. It also: Discusses the classes and functions defined in the WebGPU API and shows how they’re used in practice Explains the theory of graphical rendering and shows how to implement rendering inside a web application Examines the theory of neural networks (machine learning) and shows how to create a web application that trains and executes a neural network
Author | : Jack Xu |
Publisher | : UniCAD |
Total Pages | : 117 |
Release | : 101-01-01 |
Genre | : Computers |
ISBN | : |
WebGPU Marching Cubes – A Practical Guide to Creating Implicit 3D Surfaces and Metaballs using WebGPU and Compute Shaders Welcome to the future of web graphics development! WebGPU Marching Cubes is an immersive eBook that takes a practical approach to learning WebGPU, the next-generation graphics API currently under development by the W3C GPU for the Web Community Group. This comprehensive resource equips you with the tools you need to make your web projects visually stunning, whether you're a seasoned developer or just starting out. Inside, you'll unlock the secrets to creating implicit 3D surfaces and mesmerizing metaballs on the web, all using the power of the new WebGPU graphics API. We've simplified the learning process by breaking down WebGPU concepts, ensuring that even beginners with minimal experience can grasp the fundamentals of advanced graphics development. Inside this book, you'll explore: - How to use the marching cubes algorithm to create intricate 3D surfaces - How to harness the power of compute shaders to enhance your 3D graphics in web applications - A complete guide to implicit 3D surface generation in WebGPU, with comprehensive sample code listings - Hands-on learning opportunities with example programs that allow you to explore the 3D graphics techniques explained in the book WebGPU Marching Cubes is your gateway to unlocking the full potential of WebGPU and bringing breathtaking 3D graphics to your web applications. Whether you aspire to create immersive game environments, interactive data visualizations, or stunning web designs, this book will set you on the path to success. Join the ranks of forward-thinking web developers who are embracing the future of graphics with WebGPU. Get your copy today and embark on a journey that will elevate your web development skills to new heights. Your audience will thank you for the visually stunning experiences you'll create.
Author | : Jack Xu |
Publisher | : UniCAD |
Total Pages | : 98 |
Release | : 101-01-01 |
Genre | : Computers |
ISBN | : |
WebGPU for Complex Function Visualization – Learn to Create Real-Time Visualization of Complex Functions Using WebGPU and Compute Shaders Embark on a journey into the future of web-based visualization with “WebGPU for Complex Function Visualization.” This book is your definitive guide to creating real-time, stunning visuals of complex functions using WebGPU and compute shaders. Inside this book, you will: Explore the next-generation graphics technology through step-by-step, real-world examples that empower you to visualize complex functions like never before on the web. Master the art of domain coloring, a process that transforms intricate mathematical data into vivid, dynamic visual representations. Gain insights into the intricacies of rendering 3D surface plots for complex functions on both the CPU and GPU, and discover how to optimize performance. Unleash the true potential of WebGPU by harnessing the power of compute shaders to accelerate domain coloring computations, achieving real-time performance for even the most extensive complex plane grids. This comprehensive resource goes beyond theory, offering practical insights and sample code listings that guide you through each step of the process. As you work through the example projects, you will develop a deep understanding of complex function graphics techniques, enabling you to effortlessly create sophisticated 3D graphics for your web applications. Whether you are captivated by the mathematical beauty of complex functions or eager to elevate your web development skills, this book is your gateway to a world of immersive and dynamic web-based visualization. Join the revolution in web graphics and start crafting stunning visuals with WebGPU today!
Author | : Jack Xu |
Publisher | : UniCAD |
Total Pages | : 445 |
Release | : 2021-06-11 |
Genre | : Computers |
ISBN | : |
WebGPU is the next-generation graphics API and future web standard for graphics and compute, aiming to provide modern 3D graphics and computation capabilities with the GPU acceleration. This book provides all the tools you need to help you create advanced 3D graphics and GPU computing on the web with this new WebGPU API. The book starts by taking you through the WebPack-TypeScript template for building the WebGPU apps and then shows you the WebGPU basics, shader program, GPU buffer, and rendering pipeline. Next, you will learn how to create primitives and simple objects in WebGPU. As you progress through the chapters, you will get to grips with advanced WebGPU topics, including 3D transformation, lighting calculation, colormaps, and textures. At the same time, you will learn how to create advanced 3D WebGPU objects, including various 3D wireframes, 3D shapes, simple and parametric 3D surfaces with colormaps and textures, as well as 3D surface plots and fractal graphics described by complex functions. In addition, you will explore new WebGPU features, such as compute shader and storage buffer, and how to use them to simulate large particle systems. By the end of this book, you will have the skill you need to build your own GPU-accelerated graphics and computing on the web with the WebGPU API. The book includes: - Template based on WebPack and TypeScript for developing WebGPU apps. - WebGPU basics, GLSL and WGSL shaders, and rendering pipeline. - Create primitives and simple shapes in WebGPU. - 3D transformations, model, viewing, projection, and various coordinate systems. - GPU buffers, uniform buffer objects, animation, and camera controls. - Normal vectors, lighting model, ambient, diffuse, and specular light calculations. - UV coordinates, texture mapping.- Color model, colormaps, and color interpolation. - Create 3D shapes, wireframes, surfaces, and 3D charts. - Create 3D plots and fractal graphics using complex functions. - Compute shaders, storage buffers, and large particle system simulation.
Author | : Josh Elster |
Publisher | : Packt Publishing Ltd |
Total Pages | : 426 |
Release | : 2022-09-16 |
Genre | : Computers |
ISBN | : 1801073724 |
Learn to effortlessly leverage the power of the GPU in a 3D game or application using Babylon.js v5.0 from start to finish Key FeaturesExplore browser-based, editable, interactive Playground samplesCreate GPU-based resources using the Node Material Editor – no shader code requiredExtended topics in each chapter as well as a dedicated chapter that helps you explore and contribute back to OSS projectsBook Description Babylon.js allows anyone to effortlessly create and render 3D content in a web browser using the power of WebGL and JavaScript. 3D games and apps accessible via the web open numerous opportunities for both entertainment and profit. Developers working with Babylon.js will be able to put their knowledge to work with this guide to building a fully featured 3D game. The book provides a hands-on approach to implementation and associated methodologies that will have you up and running, and productive in no time. Complete with step-by-step explanations of essential concepts, practical examples, and links to fully working self-contained code snippets, you'll start by learning about Babylon.js and the finished Space-Truckers game. You'll also explore the development workflows involved in making the game. Focusing on a wide range of features in Babylon.js, you'll iteratively add pieces of functionality and assets to the application being built. Once you've built out the basic game mechanics, you'll learn how to bring the Space-Truckers environment to life with cut scenes, particle systems, animations, shadows, PBR materials, and more. By the end of this book, you'll have learned how to structure your code, organize your workflow processes, and continuously deploy to a static website/PWA a game limited only by bandwidth and your imagination. What you will learnUse Babylon.js v5.0 to build an extensible open-source 3D game accessible with a web browserDesign and integrate compelling and performant 3D interactive scenes with a web-based applicationWrite WebGL/WebGPU shader code using the Node Material EditorSeparate code concerns to make the best use of the available resourcesUse the Babylon.js Playground to tightly iterate application implementationConvert a web application into a Progressive Web Application (PWA)Create rich, native-ready graphical user interfaces (GUIs) using the GUI EditorWho this book is for This book on 3D programming in JavaScript is for those who have some familiarity with JavaScript programming and/or 3D game engine development and are looking to learn how to incorporate beautiful interactive 3D scenes into their work. Developers familiar with Unity, Unreal Engine, or three.js will also find this book to be a key resource for learning the ins and outs of Babylon.js.
Author | : Jack Xu |
Publisher | : UniCAD |
Total Pages | : 136 |
Release | : 101-01-01 |
Genre | : Computers |
ISBN | : |
WebGPU Voxel Terrains: Create Volumetric Landscapes Using Compute Shaders Learn how to create stunning voxel terrains for your web applications with this concise guide. This book covers the entire process of voxel terrain creation, from the basics of marching cubes to advanced techniques like crafting voxel volcanoes. With practical code examples, you'll have hands-on guidance throughout. Explore real-time voxel terrain creation with WebGPU and compute shaders. By reading and practicing with the included examples, you'll gain a deep understanding and the ability to implement these techniques in your own projects. Discover practical projects to solidify your skills in voxel terrain generation. This book is suitable for web developers, game developers, and anyone interested in procedural voxel terrain creation.
Author | : Frank Luna |
Publisher | : Mercury Learning and Information |
Total Pages | : 1029 |
Release | : 2012-03-15 |
Genre | : Computers |
ISBN | : 1937585964 |
This updated bestseller provides an introduction to programming interactive computer graphics, with an emphasis on game development using DirectX 11. The book is divided into three main parts: basic mathematical tools, fundamental tasks in Direct3D, and techniques and special effects. It includes new Direct3D 11 features such as hardware tessellation, the compute shader, dynamic shader linkage and covers advanced rendering techniques such as screen-space ambient occlusion, level-of-detail handling, cascading shadow maps, volume rendering, and character animation. Includes a companion CD-ROM with code and figures. eBook Customers: Companion files are available for downloading with order number/proof of purchase by writing to the publisher at [email protected].
Author | : Parminder Singh |
Publisher | : Packt Publishing Ltd |
Total Pages | : 457 |
Release | : 2016-12-15 |
Genre | : Computers |
ISBN | : 178646084X |
Discover how to build impressive 3D graphics with the next-generation graphics API—Vulkan About This Book Get started with the Vulkan API and its programming techniques using the easy-to-follow examples to create stunning 3D graphics Understand memory management in Vulkan and implement image and buffer resources Get hands-on with the drawing process and synchronization, and render a 3D graphics scene with the Vulkan graphics pipeline Who This Book Is For This book is ideal for graphic programmers who want to get up and running with Vulkan. It's also great for programmers who have experience with OpenGL and other graphic APIs who want to take advantage of next generation APIs. A good knowledge of C/C++ is expected. What You Will Learn Learn fundamentals of Vulkan programing model to harness the power of modern GPU devices. Implement device, command buffer and queues to get connected with the physical hardware. Explore various validation layers and learn how to use it for debugging Vulkan application. Get a grip on memory management to control host and device memory operations. Understand and implement buffer and image resource types in Vulkan. Define drawing operations in the Render pass and implement graphics pipeline. Manage GLSL shader using SPIR-V and update the shader resources with descriptor sets and push constants. Learn the drawing process, manage resources with synchronization objects and render 3D scene output on screen with Swapchain. Bring realism to your rendered 3D scene with textures, and implement linear and optimal textures In Detail Vulkan, the next generation graphics and compute API, is the latest offering by Khronos. This API is the successor of OpenGL and unlike OpenGL, it offers great flexibility and high performance capabilities to control modern GPU devices. With this book, you'll get great insights into the workings of Vulkan and how you can make stunning graphics run with minimum hardware requirements. We begin with a brief introduction to the Vulkan system and show you its distinct features with the successor to the OpenGL API. First, you will see how to establish a connection with hardware devices to query the available queues, memory types, and capabilities offered. Vulkan is verbose, so before diving deep into programing, you'll get to grips with debugging techniques so even first-timers can overcome error traps using Vulkan's layer and extension features. You'll get a grip on command buffers and acquire the knowledge to record various operation commands into command buffer and submit it to a proper queue for GPU processing. We'll take a detailed look at memory management and demonstrate the use of buffer and image resources to create drawing textures and image views for the presentation engine and vertex buffers to store geometry information. You'll get a brief overview of SPIR-V, the new way to manage shaders, and you'll define the drawing operations as a single unit of work in the Render pass with the help of attachments and subpasses. You'll also create frame buffers and build a solid graphics pipeline, as well as making use of the synchronizing mechanism to manage GPU and CPU hand-shaking. By the end, you'll know everything you need to know to get your hands dirty with the coolest Graphics API on the block. Style and approach This book takes a practical approach to guide you through the Vulkan API, and you will get to build an application throughout the course of the book. Since you are expected to be familiar with C/C++, there is not much hand-holding throughout the course of the book.