How to view MSE for individual predictions?

I am using tensorflow for a regression problem and I would like to see the error for each prediction that the model makes during training. At the end of epoch it prints the MSE for that epoch but I would like to be able to print or view all the errors for each prediction. Is there a way to do that? I was thinking about adding some print statements or modifying the tensorflow source code in some way. Thanks!