sentence1: also , the training is typically done using cross-entropy loss , while during test , metrics such as rouge are used to evaluate the model .
sentence2: in the training phase , the cost is measured by cross-entropy while in the testing phase , the model is evaluated with nondifferentiable metrics , like rouge score .