add training metrics to `Experiment` results
As a Fed-BioMed user, I want to receive some metrics about the local training/testing on the nodes during an experiment.
Currently, doing a Fed-BioMed experiment, the feedback from the nodes to the researcher occurs via the MonitorHistory
. This is very valuable, but targets real-time "view" by the researcher. This is not added to the Experiment()
results and saved with these results. If the notebook and/or the tensorboard data are cleared, these metrics are lost.
Proposal: add a metrics
field to the TrainingReply
message. The node sends some metrics about the training and/or testing at the end of each round. These metrics are added to the Experiment()
results
and saved with these results.
Precise content of this field (training and or testing, loss, accuracy, etc.) is to be defined.
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