Par04/include/Par04TorchInference.hh

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0025 //
0026 /// \file Par04TorchInference.hh
0027 /// \brief Definition of the Par04TorchInference class
0028
0029 #ifdef USE_INFERENCE_TORCH
0030 #  ifndef PAR04TORCHINFERENCE_HH
0031 #    define PAR04TORCHINFERENCE_HH
0032 #    include "Par04InferenceInterface.hh"  // for Par04InferenceInterface
0033
0034 #    include <G4String.hh>  // for G4String
0035 #    include <G4Types.hh>  // for G4int, G4double
0036 #    include <memory>  // for unique_ptr
0037 #    include <torch/script.h>
0038 #    include <vector>  // for vector
0039
0040 /**
0041  * @brief Inference using the TORCH.
0042  *
0043  * Runs the inference with LibTorch using the input vector from Par04InferenceSetup.
0044  *
0045  **/
0046
0047 class Par04TorchInference : public Par04InferenceInterface
0048 {
0049   public:
0050     Par04TorchInference(G4String);
0051     Par04TorchInference();
0052
0053     /// Run inference
0054     /// @param[in] aGenVector Input latent space and conditions
0055     /// @param[out] aEnergies Model output = generated shower energies
0056     /// @param[in] aSize Size of the output
0057     void RunInference(std::vector<float> aGenVector, std::vector<G4double>& aEnergies, int aSize);
0058
0059   private:
0060     torch::jit::script::Module fModule;
0061 };
0062
0063 #  endif /* PAR04TORCHINFERENCE_HH */
0064 #endif