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In it's current state, you cannot convert CGNet to torchscript using torch.jit.script. This is due to how torchscript handles variable resolution. I have changed some of the control flow in forward and I have also modified the constructor of ContextGuidedBlock slightly to fix these problems. This will be useful for those who want to compile their model using TensoRT for embedded devices.

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This change is backwards compatible with existing cgnet weights.

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