1. Pre-requisite

1. Pre-requisite

In order to monitor your externally deployed model on Picsellia you have to configure:

  • A Modelon Picsellia
  • A ModelVersion related
  • Add a LabelMap for your ModelVersion
  • A Deploymentin monitoring mode with your ModelVersionattached.

1. Variables

Let's say you have a PyTorch Classification Model called Silicon-Valley-Classification with a version called Deployed predicting the classes HOT-DOG & NOT-HOT-DOG with the Labelmap:

{
  '0': 'HOT-DOG',
  '1': 'NOT-HOT-DOG'
}

2. Configuration

A. Create your Picsellia Model

B. Create your ModelVersion

🚧

You need to have the exact same order in the Labelmap of your custom ModelVersion and the Labelmap configured on Picsellia

Now you should see a new version in your ModelVersionoverview:

It's time to deploy your ModelVersion

You should select the Monitoring only mode

And now you should be good to go: