Oct. 27, 2023, 5:09 p.m. | Donal Byrne

Towards Data Science - Medium towardsdatascience.com

Image generated with DALL.E-3

Welcome to the rollercoaster of ML optimization! This post will take you through my process for optimizing any ML system for lightning-fast training and inference in 4 simple steps.

Imagine this: You finally get put on a cool new ML project where you are training your agent to count how many hot dogs are in a photo, the success of which could possibly make your company tens of dollars!

You get the latest hotshot object detection …

agent count dall generated hpc humor image inference lightning machine learning optimization problem-solving process project simple systems systems thinking through training

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