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import torch

class Net(torch.nn.Module):
  def __init__(self):
    super(Net, self).__init__()
    self.conv1 = torch.nn.Conv2d(1, 1, 3, padding=1, padding_mode="circular")

  def forward(self, x):
    return self.conv1(x)


def main():
  # Create model
  model = Net()
  print("FCN model:", model)

  # Move model to GPU, JIT, and save
  model.to("cuda")
  model_jit = torch.jit.script(model)
  model_jit.save("fcn_torchscript.pt")

if __name__ == "__main__":
  main()
