~/talk

Leverage Power of Machine Learning with ONNX

Talkat All Things Open 2020 · 2020-10-19..10-20· [machine-learning, web-performance]
slides:none on file

Claims that ONNX is an interoperable model format and shows concrete proofs: a demo export ML.NET to ONNX and run ONNX in Python and Node that produces correct predictions, use of Netron to inspect inputs/outputs, and deployment options from cloud to edge with ONNX Runtime plus hardware accelerators. Project health numbers appear: 9,000 stars 1,700 pull requests 175 contributors. Examples include Jupyter, Docker, onnx.js for browser, and a working end-to-end export→inferencing pipeline.

AI-written summary · about

  1. 0:00Start
  2. 9:14Convert models 1. Load existing model
  3. 17:33What is the Edge?
  4. 18:40Al on the edge
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