The Models Table¶
The models table is a customizable list of models associated with the experiments in a project. From the models table, view model details, modify, publish, archive, tag, and move models to other projects.
Models table columns¶
The models table contains the columns described in the following table.
|FRAMEWORK||The model framework. The list includes all frameworks, including custom frameworks, for the models in the project.||Default|
|TAGS||User-defined tags added to models for grouping and organization.||Default|
|STATUS||The status of the model, which can be Draft (editable) or Published (read-only).||Default|
|PROJECT||The project with which the model is associated.||Default|
|USER||The user who ran the experiment that created the model, or the user who imported the model.||Default|
|TASK||The experiment (Task) name which created the model.||Default|
|CREATED||Elapsed time since the model creation. Hover over the elapsed time to view the date and time.||Default|
|DESCRIPTION||The model description.||Default (hidden)|
Customizing the models table¶
You can customize the models table. Changes are persistent (cached in the browser), and represented in the URL so that you can save customized settings in a browser bookmark and share it with other ClearML users to collaborate.
Customize any combination of the following:
Dynamic column ordering - Drag a column title to a different position.
Show / hide columns - Click > select or clear the checkboxes of columns to show or hide.
Filter columns - Type of experiment, experiment status (state), user
Sort columns - Metrics and hyperparameters, type of experiment, experiment name, start and last update elapsed time, and last iteration.
Column autofit - In the column heading, double click a resizer (column separator).
ClearML Actions from the models table¶
The following table describes the ClearML features you can use from the models table, including the states that allow each feature. Model states are Draft (editable) and Published (read-only).
|ClearML Action||Description||States Valid for the Action|
|View details||Model details include general information, the model configuration, and label enumeration. Click a model and the info panel slides open.||Any state|
|Publish||Publish a model to prevent changes to it. Published models are read-only. If a model is Published, its experiment is also Published (becomes read-only).||Draft|
|Archive||To more easily work with active experiments, move an experiment to the archive. See Archiving.||Any state|
|Tags||Tag experiments with color-coded labels to assist you in organizing your work. See tagging models.||Any state|
|Download||Download a model. The file format depends upon the framework.||Published|
|Move to project||To organize your work and improve collaboration, move an experiment to another project.||Any state|
Tags are user-defined, color-coded labels that you can add to experiments (and models) allowing you to easily identify and group of experiments. A tag shows any text you choose, for any purpose. For example, add tags for the type of remote machine experiments execute on, label versions of experiments, or apply team names to organize experimentation.
Adding tags and changing tag colors:
Click the experiment > Hover over the tag area > +ADD TAG or (menu)
Do one of the following:
Add a new tag - Type the new tag name > (Create New).
Add an existing tag - Click a tag.
Change a tag’s colors - Click Tag Colors > Click the tag icon > Background or Foreground > Pick a color > OK > CLOSE.
Remove a tag - Hover over the tag > X.