Debugging and Tuning Amazon SageMaker Training Jobs with SageMaker SSH Helper

A new tool that increases the debuggability of managed training workloads

Considering all the new Amazon SageMaker features announced over the past year (2023), including at the most recent AWS re:invent, it would have been easy to have overlooked SageMaker SSH Helper — a new utility for connecting to remote SageMaker training environments. But sometimes it is the quiet enhancements that have the potential to make the greatest impact on your daily development. …

amazon amazon sagemaker aws aws re:invent debugging deep learning easy features james jobs managed mlops optimization re:invent sagemaker ssh tool training