Researcher component needs better memory management about fedbiomed HOT 2 CLOSED

Hi @srcansiz

This is a know behaviour/limitation :-)

To avoid such issue you can use (currently in develop not in master) you can use the following to keep only training_replies for last round:

exp.set_retain_full_history(False)

We also noted in #207 a point to (possibly) re-implement training replies so as to keep only last round in memory (and other rounds on disk for minimal memory impact).

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Hi @mvesin,

Thank you very much. I totally forgot that there is this method to avoid this issue. I am going to try the run tests by disabling retain_full_history.

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