Continuing training resets logger epoch

[wittenator]

Hi people,

I am running Pytorch Lightning in a federated learning setting. Therefore I have several models and I need to instantiate a Trainer object for one model multiple times. Every time I do that the associated logger resets the epoch and logs the metrics on top of each other in the plots. Since instantiating a new Trainer object to continue training a model is allowed as far as I know: Do you know if that is expected behaviour and whether there is a workaround?