Creating a Model
You can add a model to a model registry by selecting a previous experiment or by uploading local checkpoint files. To create a model, create a model repository first under MODELS. We recommend following our naming conventions to improve project maintainability.
There are two entry points to create a model in the repository.
You can create models on the model repository page. Click the
New Modelbutton, set the model description and tag, find the experiment you want, and choose the desired directory you want to put in the model.
If you find an experiment that you want to create a model from its output files, you can create one by clicking the
Create Modelbutton under the
Actionsbutton on the experiment detail page. Select the model repository and click
SELECTon the dialog.
Then, set the model description and tag, and choose the desired directory among the output files of the experiment on the model create page. You can include or exclude specific directories in the output files checkbox section.
Uploading the checkpoint files on your local machine to VESSL is another way to utilize the model registry feature. If you select the
model from localtype when selecting Source in
Models>Model Repository>New Model, you can create a model by uploading a local file.