Import Geant4 11.0.0 source tree

2021-12-10 14:46:44 +01:00
parent 6399a014b6
commit 80e2389dd8
3932 changed files with 202519 additions and 246221 deletions
@@ -0,0 +1,67 @@
+//
+// ********************************************************************
+// * License and Disclaimer                                           *
+// *                                                                  *
+// * The  Geant4 software  is  copyright of the Copyright Holders  of *
+// * the Geant4 Collaboration.  It is provided  under  the terms  and *
+// * conditions of the Geant4 Software License,  included in the file *
+// * LICENSE and available at  http://cern.ch/geant4/license .  These *
+// * include a list of copyright holders.                             *
+// *                                                                  *
+// * Neither the authors of this software system, nor their employing *
+// * institutes,nor the agencies providing financial support for this *
+// * work  make  any representation or  warranty, express or implied, *
+// * regarding  this  software system or assume any liability for its *
+// * use.  Please see the license in the file  LICENSE  and URL above *
+// * for the full disclaimer and the limitation of liability.         *
+// *                                                                  *
+// * This  code  implementation is the result of  the  scientific and *
+// * technical work of the GEANT4 collaboration.                      *
+// * By using,  copying,  modifying or  distributing the software (or *
+// * any work based  on the software)  you  agree  to acknowledge its *
+// * use  in  resulting  scientific  publications,  and indicate your *
+// * acceptance of all terms of the Geant4 Software license.          *
+// ********************************************************************
+//
+
+#ifdef USE_INFERENCE_LWTNN
+#ifndef PAR04LWTNNINFERENCE_HH
+#define PAR04LWTNNINFERENCE_HH
+
+#include "Par04InferenceInterface.hh"
+#include "lwtnn/LightweightGraph.hh"
+#include "lwtnn/parse_json.hh"
+#include <fstream>
+
+/**
+ * @brief Inference using the LWTNN library.
+ *
+ * Initializes a computation object or a light weight graph using the ML model saved
+ * as a JSON file.
+ * Runs the inference by evaluating the graph on the input vector from Par04InferenceSetup.
+ *
+ **/
+
+using namespace std;
+
+class Par04LwtnnInference : public Par04InferenceInterface
+{
+ public:
+  Par04LwtnnInference(G4String);
+  Par04LwtnnInference();
+
+  /// Run inference
+  /// @param[in] aGenVector Input latent space and conditions
+  /// @param[out] aEnergies Model output = generated shower energies
+  /// @param[in] aSize Size of the output
+  void RunInference(vector<float> aGenVector, std::vector<G4double>& aEnergies, int aSize);
+
+ private:
+  /// LWTNN graph , Network input and output vectors
+  std::unique_ptr<lwt::LightweightGraph> fGraph;
+  typedef std::map<std::string, std::map<std::string, double>> fNetworkInputs;
+  typedef std::map<std::string, double> fNetworkOutputs;
+};
+
+#endif /* PAR04LWTNNINFERENCE_HH */
+#endif