#include #include // CUDA forward declarations at::Tensor shift_cuda_forward( const at::Tensor input, const at::Tensor shift); at::Tensor shift_cuda_backward( const at::Tensor grad_input, const at::Tensor shift); // C++ interface // NOTE: AT_ASSERT has become AT_CHECK on master after 0.4. #define CHECK_CUDA(x) AT_ASSERTM(x.type().is_cuda(), #x " must be a CUDA tensor") #define CHECK_CONTIGUOUS(x) AT_ASSERTM(x.is_contiguous(), #x " must be contiguous") #define CHECK_INPUT(x) CHECK_CUDA(x); CHECK_CONTIGUOUS(x) at::Tensor shift_forward( const at::Tensor input, const at::Tensor shift) { CHECK_INPUT(input); CHECK_INPUT(shift); return shift_cuda_forward(input, shift); } at::Tensor shift_backward( const at::Tensor grad_input, const at::Tensor shift) { CHECK_INPUT(grad_input); CHECK_INPUT(shift); return shift_cuda_backward(grad_input, shift); } PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) { m.def("forward", &shift_forward, "Shift forward (CUDA)"); m.def("backward", &shift_backward, "Shift backward (CUDA)"); }