import torch import torch.nn as nn class AddModel(nn.Module): """ Input(2) -> Linear(32) -> ReLU -> Linear(64) -> ReLU -> Linear(1) -> Output """ def __init__(self): super(AddModel, self).__init__() self.fc1 = nn.Linear(2, 32) self.relu1 = nn.ReLU() self.fc2 = nn.Linear(32, 64) self.relu2 = nn.ReLU() self.fc3 = nn.Linear(64, 1) def forward(self, x): x = self.relu1(self.fc1(x)) x = self.relu2(self.fc2(x)) x = self.fc3(x) return x