7 Lessons I’ve Learnt From Deploying Machine Learning Models Using ONNX

Web: https://towardsdatascience.com/7-lessons-ive-learnt-from-deploying-machine-learning-models-using-onnx-3e993da4028c?source=rss----7f60cf5620c9---4

A great way to build once and deploy everywhere

In this post, we will outline key learnings from a real-world example of running inference on a sci-kit learn model using the ONNX Runtime API in an AWS Lambda function. This is not a tutorial but rather a guide focusing on useful tips, points to consider, and quirks that may save you some head-scratching!

What is ONNX?

The Open Neural Network Exchange (ONNX) format is …

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