Activity Spotlight

Ron Dagdag

Camp Counselor

Making neural networks portable with ONNX

Wednesday, May 25, 2022 - 6:00 PM UTC, for 1 hour.

Regular, 60 minute presentation

Room: Campsite 1

iot

machine learning

javascript

python

The world of machine learning frameworks is complex. What if we can use the lightest framework for inferencing on edge devices? That’s the idea behind ONNX format. Attend this session and find out how to train models using the framework of your choice, save or convert models into ONNX, and deploy to cloud and edge using a high-performance runtime in python, C# or javascript.

Take Aways

What is Neural Network
Machine Learning Primer
How to convert to ONNX
When to use ONNX
Edge AI

Supporting Resources

Open Neural Network Exchange

ONNX is an open format built to represent machine learning models. ONNX defines a common set of operators - the building blocks of machine learning and deep learning models - and a common file format to enable AI developers to use models with a variety of frameworks, tools, runtimes, and compilers

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