| Geant4 Cross Reference |
1 // 1 //
2 // ******************************************* 2 // ********************************************************************
3 // * License and Disclaimer 3 // * License and Disclaimer *
4 // * 4 // * *
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24 // ******************************************* 24 // ********************************************************************
25 // 25 //
26 26
27 #ifdef USE_INFERENCE_TORCH 27 #ifdef USE_INFERENCE_TORCH
28 # ifndef PAR04TORCHINFERENCE_HH << 28 #ifndef PAR04TORCHINFERENCE_HH
29 # define PAR04TORCHINFERENCE_HH << 29 #define PAR04TORCHINFERENCE_HH
30 # include "Par04InferenceInterface.hh" // << 30 #include <G4String.hh> // for G4String
31 << 31 #include <G4Types.hh> // for G4int, G4double
32 # include <G4String.hh> // for G4String << 32 #include <memory> // for unique_ptr
33 # include <G4Types.hh> // for G4int, G4dou << 33 #include <vector> // for vector
34 # include <memory> // for unique_ptr << 34 #include "Par04InferenceInterface.hh" // for Par04InferenceInterface
35 # include <torch/script.h> << 35 #include <torch/script.h>
36 # include <vector> // for vector <<
37 36
38 /** 37 /**
39 * @brief Inference using the TORCH. 38 * @brief Inference using the TORCH.
40 * 39 *
41 * Runs the inference with LibTorch using the 40 * Runs the inference with LibTorch using the input vector from Par04InferenceSetup.
42 * 41 *
43 **/ 42 **/
44 43
45 class Par04TorchInference : public Par04Infere 44 class Par04TorchInference : public Par04InferenceInterface
46 { 45 {
47 public: << 46 public:
48 Par04TorchInference(G4String); << 47 Par04TorchInference(G4String);
49 Par04TorchInference(); << 48 Par04TorchInference();
50 << 49
51 /// Run inference << 50 /// Run inference
52 /// @param[in] aGenVector Input latent spa << 51 /// @param[in] aGenVector Input latent space and conditions
53 /// @param[out] aEnergies Model output = g << 52 /// @param[out] aEnergies Model output = generated shower energies
54 /// @param[in] aSize Size of the output << 53 /// @param[in] aSize Size of the output
55 void RunInference(std::vector<float> aGenV << 54 void RunInference(std::vector<float> aGenVector, std::vector<G4double>& aEnergies, int aSize);
>> 55
>> 56 private:
>> 57 torch::jit::script::Module fModule;
56 58
57 private: <<
58 torch::jit::script::Module fModule; <<
59 }; 59 };
60 60
61 # endif /* PAR04TORCHINFERENCE_HH */ << 61 #endif /* PAR04TORCHINFERENCE_HH */
62 #endif 62 #endif
63 63