Code example at https://pytorch.org/features/ is incorrect

📚 Documentation

The first code shown in https://pytorch.org/features is

  import torch
  class MyModule(torch.nn.Module):

    def __init__(self, N, M):
      super(MyModule, self).__init__()
      self.weight = torch.nn.Parameter(torch.rand(N, M))

    def forward(self, input):
      if input.sum() > 0:
        output = self.weight.mv(input)
      else:
        output = self.weight + input
      return output

    # Compile the model code to a static representation
    my_script_module = torch.jit.script(MyModule(3, 4))

    # Save the compiled code and model data so it can be loaded elsewhere
    my_script_module.save("my_script_module.pt")

This is incorrect Python as the last four lines should be outdented and not in the body of MyModule.

Open the first code example on https://pytorch.org/features/ and inspect its indentation. Move the final four compilation and save lines outside the MyModule class, then verify the displayed example is valid Python.