Quick and Easy Way to Debug SageMaker Pipelines

A brief introduction to AWS SageMaker local mode

Introduction

As you may have experienced, debugging a pipeline is time-consuming in a cloud environment. Since our programs interact with cloud-hosted services, we have many points to consider compared to the local environment. For example, imagine your pipeline failed due to a version issue in the last step of the pipeline. Maybe it has been running for 2 hours before failing. In that case, your money …

easy pipelines sagemaker