Web Interface (WebUI)#
You can use the WebUI to create and monitor experiment progress, organize your experiments into projects and workspaces, start a Jupyter Notebook, and more.
To access the WebUI, go to the default URL
http://master-addr:8080 in your web browser, where
master-addr is the hostname or IP address of the master. If Transport Layer Security (TLS) is
enabled, use port
If you have not yet established a valid HPE Machine Learning Development Environment session, the WebUI will automatically redirect you to the sign-in page. Once you sign in, you will be redirected to the initial URL you entered.
To end the HPE Machine Learning Development Environment session and sign out of the WebUI, select your profile name in the upper left corner and choose Sign Out.
Creating an Experiment#
If you have an existing experiment or trial, you can use the WebUI to create an experiment. You’ll need to use the CLI to create a new experiment. To learn how to create a new experiment, visit Submit Experiment.
Organizing Your Experiments into Projects and Workspaces#
The WebUI lets you organize your experiments into projects and workspaces. To learn more about Projects and Workspaces, visit Workspaces and Projects.
Configuring the Behavior of an Experiment#
Many experiment configuration settings can be performed via the WebUI. To learn more about configuring an experiment via a YAML file, visit Experiment Configuration Reference.
Evaluating the Performance of a Model#
You can access training and validation performance information via the WebUI. To see model evaluation in action, follow the steps described in the PyTorch MNIST Tutorial.
Adding Models to the Model Registry#
You can use the WebUI to create and edit models and add models to the model registry. You can also use the WebUI to edit model metadata. To find out more, visit Organize Models in the Model Registry.
Viewing Historical Cluster Usage Data#
You can use the WebUI to view Historical Cluster Usage Data.
Managing User Accounts and Groups#
admin user manages user authentication including creating and managing users. To learn more,
visit User Accounts.
With the HPE Machine Learning Development Environment Enterprise Edition, you can also create and manage user groups. To learn more, visit RBAC.
Managing User Settings#
User settings allow you to manage profile settings, preferences, and shortcuts. You can also toggle experimental features on or off and access advanced features.
To view user settings:
Select your profile name in the upper left corner and choose Settings.
To change user settings:
Select the edit icon.
Make changes to the setting.
Confirm the changes by selecting the checkmark.
To revert to default settings:
Navigate to the Advanced section of the user settings.
Select I know what I’m doing.
Select Reset to Default.
Confirm you want to reset all user settings to their default values.
Selecting a Table Density (Row Height)#
In the Preferences section of your user settings, you can set the table density so that the rows are shorter or taller.
Toggling Experimental (Pre-Release) Features On or Off#
In the Experimental section of your user settings, you can turn experimental features on or off. However, if you don’t know what the feature is referring to or the possible impact, you likely should not turn it on.
Experimental features are pre-release features. They can be changed or removed at any time.
To find what kind of anonymous information the WebUI collects, visit Common Configuration Options.
Viewing and Managing the Job Queue#
To find out how to view and modify the Job Queue in the WebUI, start with View the Job Queue.
Starting a Jupyter Notebook#
You can start Jupyter Notebooks from the WebUI.
You can launch TensorBoard from the WebUI. To learn how, visit Using TensorBoard.