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

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 …

artificial intelligence learning machine machine learning machine learning models onnx onnx-runtime serverless