#include #include #include #include #include #include #include #include #include extern THCState *state; void three_nn_wrapper(int b, int n, int m, at::Tensor unknown_tensor, at::Tensor known_tensor, at::Tensor dist2_tensor, at::Tensor idx_tensor); void three_nn_kernel_launcher(int b, int n, int m, const float *unknown, const float *known, float *dist2, int *idx, cudaStream_t stream); void three_interpolate_wrapper(int b, int c, int m, int n, at::Tensor points_tensor, at::Tensor idx_tensor, at::Tensor weight_tensor, at::Tensor out_tensor); void three_interpolate_kernel_launcher(int b, int c, int m, int n, const float *points, const int *idx, const float *weight, float *out, cudaStream_t stream); void three_interpolate_grad_wrapper(int b, int c, int n, int m, at::Tensor grad_out_tensor, at::Tensor idx_tensor, at::Tensor weight_tensor, at::Tensor grad_points_tensor); void three_interpolate_grad_kernel_launcher(int b, int c, int n, int m, const float *grad_out, const int *idx, const float *weight, float *grad_points, cudaStream_t stream); void three_nn_wrapper(int b, int n, int m, at::Tensor unknown_tensor, at::Tensor known_tensor, at::Tensor dist2_tensor, at::Tensor idx_tensor) { const float *unknown = unknown_tensor.data_ptr(); const float *known = known_tensor.data_ptr(); float *dist2 = dist2_tensor.data_ptr(); int *idx = idx_tensor.data_ptr(); cudaStream_t stream = THCState_getCurrentStream(state); three_nn_kernel_launcher(b, n, m, unknown, known, dist2, idx, stream); } void three_interpolate_wrapper(int b, int c, int m, int n, at::Tensor points_tensor, at::Tensor idx_tensor, at::Tensor weight_tensor, at::Tensor out_tensor) { const float *points = points_tensor.data_ptr(); const float *weight = weight_tensor.data_ptr(); float *out = out_tensor.data_ptr(); const int *idx = idx_tensor.data_ptr(); cudaStream_t stream = THCState_getCurrentStream(state); three_interpolate_kernel_launcher(b, c, m, n, points, idx, weight, out, stream); } void three_interpolate_grad_wrapper(int b, int c, int n, int m, at::Tensor grad_out_tensor, at::Tensor idx_tensor, at::Tensor weight_tensor, at::Tensor grad_points_tensor) { const float *grad_out = grad_out_tensor.data_ptr(); const float *weight = weight_tensor.data_ptr(); float *grad_points = grad_points_tensor.data_ptr(); const int *idx = idx_tensor.data_ptr(); cudaStream_t stream = THCState_getCurrentStream(state); three_interpolate_grad_kernel_launcher(b, c, n, m, grad_out, idx, weight, grad_points, stream); } PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) { m.def("three_nn_wrapper", &three_nn_wrapper, "three_nn_wrapper"); m.def("three_interpolate_wrapper", &three_interpolate_wrapper, "three_interpolate_wrapper"); m.def("three_interpolate_grad_wrapper", &three_interpolate_grad_wrapper, "three_interpolate_grad_wrapper"); }