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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.weight = torch.cuda.FloatTensor([0.2,0.8])
self.loss = ExpLog_loss({'batch_dice': self.batch_dice, 'smooth': 1e-5, 'do_bg': False, 'square': False}, {'weight':self.weight})