The Web Neural Network (WebNN) API: Where we are and what's Next

Опубликовано 11 ноября 2024, 18:02

Hear from Rob Kochman (Google Chrome), and Rafael Cintron (Microsoft), with regards how advanced web technologies like WebAssembly and WebGPU have recently brought real AI capabilities to the browser. The proposed Web Neural Network (WebNN) API aims to build on that momentum, enabling AI workloads to run faster and more efficiently on a variety of devices, including devices with AI accelerator hardware (NPUs), all based on web standards. This session will start with a brief overview of WebNN, then describe recent developments, including API shape, device support, framework support, and browser implementations. We’ll also describe the plan forward, as we work to get feedback from the community.

Try demos for yourself → goo.gle/3YjNwpZ

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Speakers: Rob Kochman, Rafael Cintron
Products mentioned: AI for the web, Google Chrome Browser, Chrome Browser Automation, Chrome Extensions, Chrome, Chrome Web Platform, Web AI, Web apps, Web Assembly (Wasm), Web Platform in Chrome, WebAssembly for Chrome, WebGPU, CodeGemma, Gemma 2, Gemma, RecurrentGemma, Generative AI, AI, Google AI, Google AI Edge, Responsible AI, Kaggle Models, LiteRT, TensorFlow, Hugging Face Models