How could I use the pretrained model for evaluation?

@Andrew-Qibin  I am trying to test the results based on the given pre-trained model. But it seems that tthe .pth provided is saved from .state_dict(), which cannot be used to load the structure of the network. Could you please show how can I evaluate the network? Thank you.