Should the model in deep learning papers converge?
Yes Deep learning is the research idea of artificial neural network. When writing a paper, in order to make your argument more realistic and feasible, you should put a model convergence diagram. Deep learning is the inherent law and representation level of learning sample data, and the information obtained in these learning processes is of great help to the interpretation of data such as words, images and sounds.