hyper_drive_step Module

  • Reference

Contains funtionality for creating and managing Azure ML Pipeline steps that run hyperparameter tuning.

Classes

HyperDriveStep

Creates an Azure ML Pipeline step to run hyperparameter tunning for Machine Learning model training.

For an example of using HyperDriveStep, see the notebook https://aka.ms/pl-hyperdrive.

Create an Azure ML Pipeline step to run hyperparameter tunning for Machine Learning model training.
HyperDriveStepRun

Manage, check status, and retrieve run details for a HyperDriveStep pipeline step.

HyperDriveStepRun provides the functionality of HyperDriveRun with the additional support of StepRun. The HyperDriveStepRun class enables you to manage, check status, and retrieve run details for the HyperDrive run and each of its generated child runs. The StepRun class enables you to do this once the parent pipeline run is submitted and the pipeline has submitted the step run.

Initialize a HyperDriveStepRun.

HyperDriveStepRun provides the functionality of HyperDriveRun with the additional support of StepRun. The HyperDriveRun class enables you to manage, check status, and retrieve run details for the HyperDrive run and each of its generated child runs. The StepRun class enables you to do this once the parent pipeline run is submitted and the pipeline has submitted the step run.