Machine Learning with Wasm - WASI-NN

Machine Learning with Wasm - WASI-NN

CNCF [Cloud Native Computing Foundation] via YouTube Direct link

WebAssembly Environments & Use Cases

6 of 13

6 of 13

WebAssembly Environments & Use Cases

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Machine Learning with Wasm - WASI-NN

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  1. 1 Intro
  2. 2 Agenda
  3. 3 What is WASI?
  4. 4 What is the Bytecode Alliance?
  5. 5 Why wasi-nn?
  6. 6 WebAssembly Environments & Use Cases
  7. 7 Loader vs. Builder API
  8. 8 ML Model as a virtualized I/O type
  9. 9 API Walkthrough
  10. 10 Reference implementation on Wasmtime
  11. 11 Demo: wasi-nn
  12. 12 Performance Comparison (cont.)
  13. 13 Call for action

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