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Introducing model profiling in Amazon SageMaker Debugger — AWS re:Invent 2020

Dec 8, 2020

Amazon SageMaker Debugger can now profile machine learning models, making it much easier to identify and fix training issues caused by hardware resource usage.

In this video, I show how you to use the new model profiling capability in Amazon SageMaker Debugger. Training a PyTorch model, I see profiling information in real-time, and I also get a full report once training is complete.

Julien Simon
Julien Simon

Written by Julien Simon

AI Operating Partner @ Fortino Capital (www.fortinocapital.com) - Ex-Arcee AI, Hugging Face, AWS - Tech, Cloud, AI, VC, PE, Investing - https://www.airealist.ai