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