multiple_plans.rst

Manage Multiple Plans

With aggregator-based workflow, you can use multiple Federated Learning plans (FL plan) for the same workspace. All FL plans are located in the WORKSPACE.FOLDER/plan/plans directory.

The following are the fx commands to manage your FL plans:

• :ref:`creating_new_plans`
• :ref:`saving_new_plans`
• :ref:`switching_plans`
• :ref:`removing_plans`

Create a New FL Plan

All workspaces begin with a default FL plan. See :ref:`Create a Workspace on the Aggregator <creating_workspaces>` for details.

Save a New FL Plan

When you are working on an FL plan, you can save it for future use.

fx plan save -n NEW.PLAN.NAME

where NEW.PLAN.NAME is the new FL plan for your workspace. This command also combines switching to the NEW.PLAN.NAME plan.

Switch FL Plans

To switch to a different FL plan, run the following command from the workspace directory.

fx plan switch -n PLAN.NAME

where PLAN.NAME is the FL plan to which you want to switch.

Note

If you have changed the plan.yaml file, you should :ref:`save the FL plan <creating_new_plans>` before switching. Otherwise, any changes will be lost.

Remove FL Plans

To remove an FL plan, run the following command from the workspace directory.

fx plan remove -n PLAN.NAME

where PLAN.NAME is the FL plan you wish to remove.