def run_training(self):
    self.maybe_update_lr(self.epoch)
    ds = self.network.decoder.deep_supervision
    self.network.decoder.deep_supervision = True
    ret = nnUNetTrainer.run_training(self)
    self.network.decoder.deep_supervision = ds
    return ret
def run_training(self):
    self.maybe_update_lr(self.epoch)
    ds = self.network.decoder.deep_supervision
    self.network.decoder.deep_supervision = True
    ret = nnUNetTrainer.run_training(self)
    self.network.decoder.deep_supervision = ds
    return ret