26 articles tagged with WebGPU
An advanced graphics engineering guide to WebGPU compute pipelines. We dissect WebGPU Shading Language (WGSL), workgroup shared memory optimization, million-particle physics simulations, and client-side ONNX neural inference.
The 2026 WebGPU production adoption report. How WebGPU transformed in-browser 3D graphics, local LLM inference (WebLLM / ONNX Runtime), and video rendering.
Ditch heavy 3D mesh assets. Learn how to implement WebGPU compute pipelines to sort, project, and render millions of 3D Gaussian Splats at 60+ FPS directly in client browsers.
Ditch WebGL shaders. Learn how to configure WebGPU bindings inside background Web Workers for high-throughput, hardware-accelerated browser neural networks.
Full native WebGPU rendering inside a WebXR session is still catching up across browsers. Here's the pragmatic hybrid pipeline teams are actually shipping today, and how to structure it so you can drop the hybrid part later.
WebGPU is not just for 3D gaming. Discover how to leverage WebGPU compute shaders and WGSL to perform ultra-fast, parallel pixel operations and image filters directly on the GPU.
WebGPU and WebNN have fundamentally changed what's possible for LLM inference directly in the browser. This deep dive benchmarks both APIs, dissects WGSL shader code for matrix multiplication, and shows you exactly when to pick each technology.
Stop paying for inference APIs. This deep dive covers the full stack of running quantized LLMs directly in the browser using WebGPU compute pipelines, Transformers.js v3, and ONNX Runtime Web — with real benchmark numbers and production architecture patterns.
Learn how to optimize browser-native LLM execution. Compile heavy HuggingFace tokenizers from Rust to WebAssembly to eliminate pre-processing bottlenecks in WebGPU pipelines.
Learn how to build a fully client-side Retrieval-Augmented Generation (RAG) pipeline. Query documents locally using SQLite-VSS vector search and WebGPU-accelerated LLMs.
Learn how to program WebGPU compute shaders using WGSL. Write a high-performance matrix multiplication (MatMul) kernel from scratch using workgroups and local memory.
Learn how to build a real-time fluid dynamics simulation in the browser. Code a Smooth Particle Hydrodynamics (SPH) solver using WebGPU compute shaders and WGSL pipelines.