Par04/include/Par04TorchInference.hh

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