Strategy logs : handling difference between logs that occur every round and the ones that occur inside every round

[umarteauowkin]

FLamby/flamby/strategies/fed_avg.py

Lines 114 to 118 in 8004ce6

	log=self.log,
	client_id=i,
	log_period=self.log_period,
	log_basename=self.log_basename,
	logdir=self.logdir,

This is an example of the issue (but it is the case for all strategies). The default setting here is to say : the log period is the same at the round level and inside (hence in terms of updates) the round. It would be more logical to have either 1) no local logs when logging a strategy or 2) having a log period specific to the local computations (for example, we might want to log at every round at the server level, but only get logs every 10 updates in the local updates)