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In recent versions of Pytorch the to_cuda function used here was not working as it should and there were some issues with device calculations. Hence, here it is proposed to change to_cuda function with directly setting model and x to cuda if available.

PD: Several formatting changes are done here automatically by black package but they are not changing the funtionality of the code.

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