Graph Correlation/Comparision

Hey guys, I was seeing these graphs on the Tensorboard and wondered if there was a way to combine two different graphs and analyze their similarity. Would such information help in fine-tuning a model?

I wanted to find the similarity between my training and validation loss to see if my model is over- or underfitting.