Pytorch, Torch, Torchvision, Deep Learning, Python.
torch.nn . loss_ = torch.nn.MSELoss() loss = loss_(x, y) Gradient To find the slope of the loss function and approximate it, we need to approximate its derivative. We can achieve the derivative using grad in the torch. In the following, we are trying to approximate the derivative using the grad ;