SageMaker Debugger interactive report - Amazon SageMaker

SageMaker Debugger interactive report

Receive profiling reports autogenerated by Debugger. The Debugger report provide insights into your training jobs and suggest recommendations to improve your model performance. The following screenshot shows a collage of the Debugger profiling report. To learn more, see SageMaker Debugger interactive report.

Note

You can download a Debugger reports while your training job is running or after the job has finished. During training, Debugger concurrently updates the report reflecting the current rules' evaluation status. You can download a complete Debugger report only after the training job has completed.

Important

In the reports, plots and and recommendations are provided for informational purposes and are not definitive. You are responsible for making your own independent assessment of the information.

An example of a Debugger training job summary report

For any SageMaker training jobs, the SageMaker Debugger ProfilerReport rule invokes all of the monitoring and profiling rules and aggregates the rule analysis into a comprehensive report. Following this guide, download the report using the Amazon SageMaker Python SDK or the S3 console, and learn what you can interpret from the profiling results.

Important

In the report, plots and and recommendations are provided for informational purposes and are not definitive. You are responsible for making your own independent assessment of the information.