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#include <ATen/ATen.h> | |
#include <ATen/NativeFunctions.h> | |
#include <ATen/Parallel.h> | |
const auto mdtype = torch::dtype(torch::kFloat32).device(torch::kCUDA); | |
typedef float mtype; | |
class EfficentE | |
{ | |
private: | |
torch::Tensor block_index_tensor, index_tensor, patch_to_ku; | |
const int t0; | |
public: | |
const int ppf; | |
torch::Tensor E_lookup, ij_xself; | |
EfficentE(const torch::Tensor &ii, const torch::Tensor &jj, const torch::Tensor &ku, const int patches_per_frame, const int t0); | |
EfficentE(); | |
torch::Tensor computeEQEt(const int N, const torch::Tensor &Q) const; | |
torch::Tensor computeEv(const int N, const torch::Tensor &vec) const; | |
torch::Tensor computeEtv(const int M, const torch::Tensor &vec) const; | |
}; |