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supported_losses

Losses supported by CAREamics.

SupportedLoss #

Bases: str, BaseEnum

Supported losses.

Attributes:

Name Type Description
MSE str

Mean Squared Error loss.

MAE str

Mean Absolute Error loss.

N2V str

Noise2Void loss.

Source code in src/careamics/config/support/supported_losses.py
class SupportedLoss(str, BaseEnum):
    """Supported losses.

    Attributes
    ----------
    MSE : str
        Mean Squared Error loss.
    MAE : str
        Mean Absolute Error loss.
    N2V : str
        Noise2Void loss.
    """

    MSE = "mse"
    MAE = "mae"
    N2V = "n2v"
    # PN2V = "pn2v"
    # HDN = "hdn"
    MUSPLIT = "musplit"
    DENOISPLIT = "denoisplit"
    DENOISPLIT_MUSPLIT = "denoisplit_musplit"