code: def test_SGD():
      linear = torch.nn.Linear(1, 1)
      opt = SGD(linear.parameters())
      x = torch.randn(1, 1)
      linear(x).sum().backward()
      opt.step()
  
label_desc: Use image node_id 1 for calling a global function with example usage: test_SGD() without return types