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def __init__(self, plans_file, fold, output_folder=None, dataset_directory=None, batch_dice=True, stage=None,
unpack_data=True, deterministic=True, fp16=False):
super().__init__(plans_file, fold, output_folder, dataset_directory, batch_dice, stage,
unpack_data, deterministic, fp16)
self.apply_nonlin = softmax_helper
self.loss = GDiceLossV2(apply_nonlin=self.apply_nonlin, smooth=1e-5)