Machine Learning, Deep Learning, Pytorch, Python, Artificial Neural Network.
based on the value of the input x. Assuming margin to have the default value of 1, if y=-1, then the loss will be maximum of 0 and (1 — x). If x > 0 loss will be x itself (higher value), if 0<x<1 loss will be 1 — x (smaller value) and if x < 0 loss will be 0 (minimum value). For y =1, the loss is