Modeling Tool

The Modeling Tool encompasses the workspace where you edit your models. This includes the toolbar, the Component dropdowns, the Components Pane, and the Code Editor.

Modeling Tool Toolbar

Key elements of the Modeling Tool's toolbar.

Key elements of the Modeling Tool Toolbar:

  1. Undo/redo: performs an undo or redo of the last action performed.

  2. Run: displays the model training settings popup where you can customize the training settings to use prior to starting the model training process.

  3. Run with current settings: starts the training process using the current settings that were set in the Data Wizard or customized by a previous training processed invoked with the Run button.

  4. Go to statistics: displays the Statistics View (only available when the model is or has completed training).

  5. Data Settings: allows you to modify settings for your data that were originally configured in the Data Wizard.

  6. Weights: Load and use your most recent checkpoint.

  7. Preview: toggles previews in the workspace on or off. Previews show what the transformed data looks like for each component.

  8. Pane Toggle: toggles the display of the right-hand workspace panes.

Note: When you run your model after having previously trained it, you may be presented with a popup that says Start training from latest epoch?. Clicking Yes means that PerceptiLabs will continue the training from where you last stopped it. For example, if you had to stop the training for any reason you can easily pick it back up. Or if you notice that the number of epochs that you trained on were not enough, you can continue training it a bit longer.

Components

The Component tabs above the workspace categorize all of the components that you can drag and drop onto your model.

Component dropdowns

See Components for a description of each component.

Components Pane

The pane on the right-hand side of PerceptiLabs provides an overview of the project's components, by listing each component that has been added to the model. You can click on each component listed to quickly locate and highlight that component in the workspace.

Code Editor

Click Open Code to show the Code Editor which displays the code for the currently selected component in your model. Using this editor you can modify the default code that was generated by PerceptiLabs for that component.

The Open code button on the right opens a component's code.