# LossMetric LossMetric用于打印和评估残差和grad_norm信息 ```python from twinkle.metric import LossMetric from twinkle.data_format import InputFeature, ModelOutput metric = LossMetric(device_mesh=..., process_group=...) metric.accumulate(InputFeature(labels=...), ModelOutput(loss=...), grad_norm=...) ... _metric = metric.calculate() ```