sentence1: while studies have shown deeper layers extract more semantic and more global features , these do not prove that the last layer is the ultimate representation for any task .
sentence2: layerwise accuracy comparisons show that deeper layers extract more semantic and more global features , but these signs do not prove that the last layer is the ultimate representation for any task .