Geant4 Cross Reference |
1 // 1 // 2 // ******************************************* 2 // ******************************************************************** 3 // * License and Disclaimer 3 // * License and Disclaimer * 4 // * 4 // * * 5 // * The Geant4 software is copyright of th 5 // * The Geant4 software is copyright of the Copyright Holders of * 6 // * the Geant4 Collaboration. It is provided 6 // * the Geant4 Collaboration. It is provided under the terms and * 7 // * conditions of the Geant4 Software License 7 // * conditions of the Geant4 Software License, included in the file * 8 // * LICENSE and available at http://cern.ch/ 8 // * LICENSE and available at http://cern.ch/geant4/license . These * 9 // * include a list of copyright holders. 9 // * include a list of copyright holders. * 10 // * 10 // * * 11 // * Neither the authors of this software syst 11 // * Neither the authors of this software system, nor their employing * 12 // * institutes,nor the agencies providing fin 12 // * institutes,nor the agencies providing financial support for this * 13 // * work make any representation or warran 13 // * work make any representation or warranty, express or implied, * 14 // * regarding this software system or assum 14 // * regarding this software system or assume any liability for its * 15 // * use. Please see the license in the file 15 // * use. Please see the license in the file LICENSE and URL above * 16 // * for the full disclaimer and the limitatio 16 // * for the full disclaimer and the limitation of liability. * 17 // * 17 // * * 18 // * This code implementation is the result 18 // * This code implementation is the result of the scientific and * 19 // * technical work of the GEANT4 collaboratio 19 // * technical work of the GEANT4 collaboration. * 20 // * By using, copying, modifying or distri 20 // * By using, copying, modifying or distributing the software (or * 21 // * any work based on the software) you ag 21 // * any work based on the software) you agree to acknowledge its * 22 // * use in resulting scientific publicati 22 // * use in resulting scientific publications, and indicate your * 23 // * acceptance of all terms of the Geant4 Sof 23 // * acceptance of all terms of the Geant4 Software license. * 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