is this is highlighted in this set of equations so with that what you can do is you can plot for instance a picture like that where i plot the generalization error and the training error in the intersect the generalization here in the main part is a function of the time and now the points that's just running the stock the persistent stochastic gradient descent numerically on this data set so this is just a plain simulation of this simple neural network and the lines that's a result that i get from the dynamic community fury