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ZTF_ATAT: early stopping object configured to track loss_validation/mix but mode set to "max" #487

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HexaPulsar opened this issue Sep 13, 2024 · 0 comments

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@HexaPulsar
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HexaPulsar commented Sep 13, 2024

Issue regarding ATAT_ALeRCE training at branch main:

training.py: early stopping object configured as track='loss_validation/mix' but mode ='max' . For consistency with tracked variable it mode should be set mode= 'min' or track should change to a variable that increases over time.

EarlyStopping(
            monitor="loss_validation/mix",
            min_delta=0.00,
            patience=args_general["patience"],
            verbose=False,
            mode="max",
        )

should be

EarlyStopping(
            monitor="loss_validation/mix",
            min_delta=0.00,
            patience=args_general["patience"],
            verbose=False,
            mode="min",
        )
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