Machine Learning, Deep Learning, Pytorch, Python, Artificial Neural Network.
on the ranking of the inputs x1 and x2. Assuming margin to have the default value of 0, if y and (x1-x2) are of the same sign, then the loss will be zero. This means that x1/x2 was ranked higher(for y=1/-1), as expected by the data. If y and (x1-x2) are of the opposite sign, then the loss will be