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Advanced Topics

General

Speed up activating Open Federated Learning () commands:

  • advanced_topics/bash_autocomplete_activation

Aggregator-Based Workflow

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

  • advanced_topics/multiple_plans

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

  • advanced_topics/compression_settings

Customize the aggregation function for each task:

  • advanced_topics/overriding_agg_fn

Customize straggler handling function:

  • advanced_topics/straggler_handling_algorithms

Director-Based Workflow

Customize the logging function for each task:

  • advanced_topics/log_metric_callback

Update plan settings:

  • advanced_topics/overriding_plan_settings

advanced_topics/bash_autocomplete_activation advanced_topics/multiple_plans advanced_topics/compression_settings advanced_topics/overriding_agg_fn advanced_topics/straggler_handling_algorithms advanced_topics/log_metric_callback advanced_topics/overriding_plan_settings