import torch import torch.nn as nn class SimpleNN(nn.Module): def __init__(self, input_size=784, hidden_size=128, num_classes=10): super(SimpleNN, self).__init__() self.fc1 = nn.Linear(input_size, hidden_size) self.relu = nn.ReLU() self.fc2 = nn.Linear(hidden_size, num_classes) def forward(self, x): x = x.view(x.size(0), -1) x = self.fc1(x) x = self.relu(x) x = self.fc2(x) return x