Jobs

If you click the Jobs tab to the left, you will see a distinct 'job' (basically a run template) for the server code, and another for the client code. By logging these as jobs within W&B we can then use them as part of an automated workflow.

Automations

If you click the Automat. tab on the left hand side, you will see a series of automations that have been created. We have setup automations such that once a federated learning experiment is started (i.e., the server.py is run), then we automatically spin up three clients that will connect to the server. These clients can be running on different nodes in different networks, but the automations functionality of W&B removes the manual processes and steps required to conduct realistic federated learning experiments.