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Refactor effort constraints

ANDREY Paul requested to merge refactor-effort-constraints into main

Changes:

  • Add the use of effort constraint parameters in federated evaluation rounds.
  • Add fields in EvaluationRequest and EvaluationReply messages wrapping these parameters.
  • Add utils to specify constraints under declearn.main.utils, that lighten the code implementing the constrained training and evaluation rounds.

Notes:

  • This code paves the way for future constraint features, such as measuring and limiting the energy cost of computations.
  • Further refactoring may be used to:
    • group together constraint parameters into a dict (in methods and messages)
    • limit code redundancies as to instantiating constraints
    • turn train_under_constraints and evaluate_under_constraints into generic functions that may be re-used when implementing alternative federated learning orchestrating classes

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