| Geant4 Cross Reference |
1 // 1
2 // *******************************************
3 // * License and Disclaimer
4 // *
5 // * The Geant4 software is copyright of th
6 // * the Geant4 Collaboration. It is provided
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12 // * institutes,nor the agencies providing fin
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15 // * use. Please see the license in the file
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17 // *
18 // * This code implementation is the result
19 // * technical work of the GEANT4 collaboratio
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21 // * any work based on the software) you ag
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23 // * acceptance of all terms of the Geant4 Sof
24 // *******************************************
25 //
26
27 #ifdef USE_INFERENCE_LWTNN
28 # ifndef PAR04LWTNNINFERENCE_HH
29 # define PAR04LWTNNINFERENCE_HH
30
31 # include "Par04InferenceInterface.hh" //
32 # include "lwtnn/LightweightGraph.hh" // f
33
34 # include <G4String.hh> // for G4String
35 # include <G4Types.hh> // for G4double
36 # include <map> // for map, map<>::value_c
37 # include <memory> // for unique_ptr
38 # include <string> // for string, basic_st
39 # include <vector> // for vector
40
41 /**
42 * @brief Inference using the LWTNN library.
43 *
44 * Initializes a computation object or a light
45 * as a JSON file.
46 * Runs the inference by evaluating the graph
47 *
48 **/
49
50 class Par04LwtnnInference : public Par04Infere
51 {
52 public:
53 Par04LwtnnInference(G4String);
54 Par04LwtnnInference();
55
56 /// Run inference
57 /// @param[in] aGenVector Input latent spa
58 /// @param[out] aEnergies Model output = g
59 /// @param[in] aSize Size of the output
60 void RunInference(std::vector<float> aGenV
61
62 private:
63 /// LWTNN graph , Network input and output
64 std::unique_ptr<lwt::LightweightGraph> fGr
65 typedef std::map<std::string, std::map<std
66 typedef std::map<std::string, double> fNet
67 };
68
69 # endif /* PAR04LWTNNINFERENCE_HH */
70 #endif
71