Advanced Topics

General

Speed up activating Open Federated Learning (OpenFL) commands:

• Activate Bash Autocomplete

Aggregator-Based Workflow

Learn to manage multiple Federation Learning plans (FL plan) in the same workspace:

• Manage Multiple Plans

Reduce the amount of data transferred in a federation through compression pipelines available in OpenFL:

• Apply Compression Settings

Customize the aggregation function for each task:

• Override Aggregation Function

Customize straggler handling function:

• Straggler Handling Interface

Director-Based Workflow

Customize the logging function for each task:

• Metric Logging Callback

Update plan settings:

• Updating plan settings