Webgpu

Open-source projects categorized as Webgpu
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Language: + TypeScript + JavaScript + Rust + C++ + C# + Jupyter Notebook + Zig + C
Topics: Rust wgpu Webgl JavaScript 3D
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Top 23 Webgpu Open-Source Projects

  • three.js

    JavaScript 3D Library.

    • Project mention: Implementing Bloom Effect with Mapbox and Three.js | dev.to | 2024-04-08

    Regarding the optimization of the effect, I found an issue on the three.js GitHub repository: https://github.com/mrdoob/three.js/issues/14104 The alpha channel issue seems to be a difficult problem, which has been present since 2018. At the end of the discussion, a solution proposed by a contributor is not to modify the UnrealBloomPass but to blend the source texture and target texture in the shader.

  • BabylonJS

    Babylon.js is a powerful, beautiful, simple, and open game and rendering engine packed into a friendly JavaScript framework.

    • Project mention: Show HN: My wife and I made a maze game | news.ycombinator.com | 2024-04-12

  • SurveyJS

    Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

    SurveyJS logo

  • wgpu

    Cross-platform, safe, pure-rust graphics api.

    • Project mention: GPU Compute in the Browser at the Speed of Native: WebGPU Marching Cubes | news.ycombinator.com | 2024-04-23

    Oh look it's subgroup support landing last week: https://github.com/gfx-rs/wgpu/pull/5301

  • engine

    Fast and lightweight JavaScript game engine built on WebGL and glTF

    • Project mention: Gamedev.js Jam 2024 start and theme announcement! | dev.to | 2024-04-13

    10 × PlayCanvas Personal plan for 12 months

  • web-llm

    Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support.

    • Project mention: What stack would you recommend to build a LLM app in React without a backend? | /r/react | 2023-12-08

  • burn

    Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

    • Project mention: 3 years of fulltime Rust game development, and why we're leaving Rust behind | news.ycombinator.com | 2024-04-26

    You can use libtorch directly via `tch-rs`, and at present I'm porting over to Burn (see https://burn.dev) which appears incredibly promising. My impression is it's in a good place, if of course not close to the ecosystem of Python/C++. At very least I've gotten my nn models training and running without too much difficulty. (I'm moving to Burn for the thread safety - their `Tensor` impl is `Sync` - libtorch doesn't have such a guarantee.)

    Burn has Candle as one of its backends, which I understand is also quite popular.

  • cocos-engine

    Cocos simplifies game creation and distribution with Cocos Creator, a free, open-source, cross-platform game engine. Empowering millions of developers to create high-performance, engaging 2D/3D games and instant web entertainment.

    • Project mention: Not only Unity... | /r/opensourcegames | 2023-11-11

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • orillusion

    Orillusion is a pure Web3D rendering engine which is fully developed based on the WebGPU standard.

    • Project mention: Building a Compute Bezier Quad Rasterizer with WebGPU | /r/webgpu | 2023-05-27

    I've been working on orillusion engine fork.

  • Silk.NET

    The high-speed OpenGL, OpenCL, OpenAL, OpenXR, GLFW, SDL, Vulkan, Assimp, WebGPU, and DirectX bindings library your mother warned you about.

    • Project mention: Is there a real time graphics llibrary in c# | /r/csharp | 2023-05-17

    A couple other options than what has been suggested so far: - TerraFX.Interop.Windows. Raw, blittable, 1:1 bindings for all Win32, D2D/D3D11/D3D12 APIs (there's also a version with Vulkan bindings). As close to doing #include as you can get in C#. This is my personal favorite, I use it in my own ComputeSharp library, and transitively we use it in the Microsoft Store too 🙂 - Silk.NET another version of high-performance bindings, more opinionated than TerraFX and with some additional helpers to make it a bit easier to use.

  • WebGPT

    Run GPT model on the browser with WebGPU. An implementation of GPT inference in less than ~1500 lines of vanilla Javascript.

    • Project mention: WebGPT: GPT Model on the Browser with WebGPU | news.ycombinator.com | 2024-04-01

  • web-stable-diffusion

    Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

    • Project mention: GPU-Accelerated LLM on a $100 Orange Pi | news.ycombinator.com | 2023-08-15

    Yup, here's their web stable diffusion repo: https://github.com/mlc-ai/web-stable-diffusion

    The input is a model (weights + runtime lib) compiled via the mlc-llm project: https://mlc.ai/mlc-llm/docs/compilation/compile_models.html

  • mach

    zig game engine & graphics toolkit

    • Project mention: Zig Software Foundation 2024 Financial Report and Fundraiser | news.ycombinator.com | 2024-01-18

    Myself and many others are betting on Zig in major ways, I truly think it has a bright future ahead.

    In spare time, myself and a few others are working on a game engine in Zig[0], and the Zig core team has been very receptive to addressing issues our project faces and supporting us.

    Others are working on pixel art editors[1], open source 2D RPG games[2], there's a group of independent folks working on a 3D massive immersive sim game[3], a group working on making Zig an amazing language for micro-controllers[4], etc.

    Please consider donating $5-10 a month to the ZSF! They are a great group of people, and it has so many knock-on effects for others in the FOSS community. :)

    [0] https://machengine.org/

    [1] https://github.com/foxnne/pixi

    [2] https://github.com/foxnne/aftersun

    [3] https://github.com/Srekel/tides-of-revival

    [4] https://github.com/ZigEmbeddedGroup

  • zig-gamedev

    Main monorepo for @zig-gamedev libs and example applications

  • WebDNN

    The Fastest DNN Running Framework on Web Browser

    • Project mention: I want to talk about WebGPU | news.ycombinator.com | 2023-05-03

    I haven't tried it myself, but it looks like several are already looking at implementing machine learning with WebGPU, and that this is one of the goals of WebGPU. Some info I found:

    * "WebGPU powered machine learning in the browser with Apache TVM" - https://octoml.ai/blog/webgpu-powered-machine-learning-in-th...

    * "Fastest DNN Execution Framework on Web Browser" https://mil-tokyo.github.io/webdnn/

    * "Google builds WebGPU into Chrome to speed up rendering and AI tasks" https://siliconangle.com/2023/04/07/google-builds-webgpu-chr...

  • wonnx

    A WebGPU-accelerated ONNX inference run-time written 100% in Rust, ready for native and the web

    • Project mention: Intel CEO: 'The entire industry is motivated to eliminate the CUDA market' | news.ycombinator.com | 2023-12-14

    The two I know of are IREE and Kompute[1]. I'm not sure how much momentum the latter has, I don't see it referenced much. There's also a growing body of work that uses Vulkan indirectly through WebGPU. This is currently lagging in performance due to lack of subgroups and cooperative matrix mult, but I see that gap closing. There I think wonnx[2] has the most momentum, but I am aware of other efforts.

    [1]: https://kompute.cc/

    [2]: https://github.com/webonnx/wonnx

  • awesome-webgpu

    😎 Curated list of awesome things around WebGPU ecosystem.

  • react-llm

    Easy-to-use headless React Hooks to run LLMs in the browser with WebGPU. Just useLLM().

    • Project mention: Show HN: Use ChatGPT, Bing, Bard and Claude in One App | news.ycombinator.com | 2023-05-15

    Here's mine that runs entirely in the browser and doesn't send any data to a server[1]

    [1] https://chat.matt-rickard.com

  • supersplat

    3D Gaussian Splat Editor

    • Project mention: Gaussian Splats – online editor (WebGL, PlayCanvas) | news.ycombinator.com | 2023-11-08

  • urde

    A native reimplementation of the Metroid Prime engine

  • WebGPU-Step-By-Step

    WebGPU Tutorial: Step-by-step graphics programming with WebGPU - the next-generation graphics API for the web.

    • Project mention: Has WGSL changed? | /r/webgpu | 2023-05-13

  • taichi.js

    Modern GPU Compute and Rendering in Javascript

    • Project mention: Deep Learning in JavaScript | news.ycombinator.com | 2024-03-28

    FWIW also taichi is quite popular in python and seems has some javascript related implementation (I haven't used it though), taichi.js [0]

    [0] https://github.com/AmesingFlank/taichi.js

  • ossos

    Webbased Character Animation System

  • AgentLLM

    AgentLLM is a PoC for browser-native autonomous agents

    • Project mention: AgentLLM - AgentLLM is a PoC for browser-native autonomous agents | /r/AutoGPT | 2023-05-04

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Webgpu related posts

Index

What are some of the best open-source Webgpu projects? This list will help you:

Project Stars
1 three.js 98,992
2 BabylonJS 22,488
3 wgpu 10,995
4 engine 9,138
5 web-llm 9,102
6 burn 7,074
7 cocos-engine 5,306
8 orillusion 3,744
9 Silk.NET 3,686
10 WebGPT 3,509
11 web-stable-diffusion 3,440
12 mach 2,787
13 zig-gamedev 1,980
14 WebDNN 1,970
15 wonnx 1,493
16 awesome-webgpu 1,341
17 react-llm 645
18 supersplat 592
19 urde 570
20 WebGPU-Step-By-Step 427
21 taichi.js 415
22 ossos 358
23 AgentLLM 342

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