We are using community version I belive, since we are not paying.

did you mean this by "own server or community"?

we are running it locally on a self hosted server with a single 3080Ti. ClearML server and worker is on the same machine

@<1523701070390366208:profile|CostlyOstrich36> thanks for your insight. then we will probably check Optuna's code and see if we can eliminate this behaviour, if not we are gonna rethink our workflow

@<1523701205467926528:profile|AgitatedDove14> yeah, just checked my code and here's a snippet which uses EarlyStopping :

        history = regressor.fit(
            x=train_generator,
            validation_data=test_generator,
            epochs=epochs,
            callbacks=[
                board,
                LearningRateScheduler(scheduler),
                EarlyStopping(monitor="loss", patience=20, restore_best_weights=True),
            ],
        )

But does it mean ...

@<1523701070390366208:profile|CostlyOstrich36> yeah then we are definately on self-hosted.

@<1541954614918647808:profile|EmaciatedCormorant16> FYI

I am using Optuna