View a Pipeline Execution - Amazon SageMaker

View a Pipeline Execution

This procedure shows you how to view a pipeline execution. For information about how to view a list of pipeline executions, and how to use SageMaker search to narrow the executions in the list, see View a Pipeline.

To view a pipeline execution in the Amazon SageMaker Studio console, complete the following steps based on whether you use Studio or Studio Classic.

Studio

  1. Open the SageMaker Studio console by following the instructions in Launch Amazon SageMaker Studio.

  2. In the left navigation pane, select Pipelines.

  3. (Optional) To filter the list of pipelines by name, enter a full or partial pipeline name in the search field.

  4. Select a pipeline name to view details about the pipeline. The pipeline's Executions page opens and displays a list of pipeline executions.

  5. Select the name of a pipeline execution to view. The pipeline graph of the execution appears.

  6. (Optional) Select a step in the Select step dropdown menu to the right of the graph to center the graph on your chosen step. Use the resizing icons on the lower-right side of the graph to zoom in and out of the graph, fit the graph to screen, and expand the graph to full screen. To focus on a specific part of the graph, you can select a blank area of the graph and drag the graph to center on that area.

    A pipeline graph and tabs showing pipeline details.

  7. Choose one of the pipeline steps in the graph to see details about the step. You can view step execution details in the following tabs:

    • Overview — Details related to the step execution, including status and runtime, related metrics and charts, and file locations of output collaterals.

    • Settings — Parameters and values related to your pipeline step, as defined by the JSON definition for the step. Includes input scripts and datasets.

    • Details — General information about the step, including step type (such as processing or training), and log file locations.

Studio Classic

  1. Sign in to Amazon SageMaker Studio Classic. For more information, see Launch Amazon SageMaker Studio Classic.

  2. In the Studio Classic sidebar, choose the Home icon ( ).

  3. Select Pipelines from the menu.

  4. To narrow the list of pipelines by name, enter a full or partial pipeline name in the search field.

  5. Select a pipeline name. The pipeline's Executions page opens.

  6. In the Executions page, select an execution name to view details about the execution. The execution details tab opens and displays a graph of the steps in the pipeline.

  7. To search for a step by name, type characters that match a step name in the search field. Use the resizing icons on the lower-right side of the graph to zoom in and out of the graph, fit the graph to screen, and expand the graph to full screen. To focus on a specific part of the graph, you can select a blank area of the graph and drag the graph to center on that area.

    The pipeline DAG.

  8. Choose one of the pipeline steps in the graph to see details about the step. In the preceding screenshot, a training step is chosen and displays the following tabs:

    • Input – The training inputs. If an input source is from Amazon Simple Storage Service (Amazon S3), choose the link to view the file in the Amazon S3 console.

    • Output – The training outputs, such as metrics, charts, files, and evaluation outcome. The graphs are produced using the Tracker APIs.

    • Logs – The Amazon CloudWatch logs produced by the step.

    • Info – The parameters and metadata associated with the step.

      The pipeline step's parameters and metadata.