Virtual Event
May 4, 2021
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Tuesday, May 4 • 11:10 - 11:40
AI inference on the Edge cloud using WebAssembly - Michael Yuan, Second State

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Michael Yuan will discuss options to run Tensorflow model inference on WebAssembly. Using a Mobilenet image classification task as an example, he will cover the plain JS approach, Tensorflow.js, pure Rust libraries for Tensorflow, and WASI-like Tensorflow extensions that run on specialized inference chips. The session will go through the journey of 60,000x performance gain over the evolution of WebAssembly. He will also discuss what’s the future for WebAssembly-based AI on the edge cloud.

avatar for Michael Yuan

Michael Yuan

Co founder of Second State and maintainer of WasmEdge, Second State
Dr. Michael Yuan is a maintainer of WasmEdge Runtime (a project under CNCF) and a co-founder of Second State. He is the author of 5 books on software engineering published by Addison-Wesley, Prentice-Hall, and O'Reilly. Michael is a long-time open-source developer and contributor... Read More →

Tuesday May 4, 2021 11:10 - 11:40 CEST