Geant4 Cross Reference

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Geant4/examples/extended/parameterisations/Par04/examplePar04_onnx.mac

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  1 #  examplePar04_onnx.mac
  2 #
  3 /control/execute common_settings.mac
  4 
  5 # Inference Setup
  6 ## dimension of the latent vector (encoded vector in a Variational Autoencoder model)
  7 /Par04/inference/setSizeLatentVector 10
  8 ## size of the condition vector (energy, angle and geometry)
  9 /Par04/inference/setSizeConditionVector 4
 10 ## path to the model which is set to download by cmake
 11 /Par04/inference/setModelPathName MLModels/Generator.onnx
 12 /Par04/inference/setProfileFlag 1
 13 /Par04/inference/setOptimizationFlag 0
 14 ## cuda flag 
 15 /Par04/inference/setCudaFlag 0
 16 /Par04/inference/setInferenceLibrary ONNX
 17 ## set mesh size for inference == mesh size of a full sim that
 18 ## was used for training; it coincides with readout mesh size
 19 /Par04/inference/setSizeOfRhoCells 2.325 mm
 20 /Par04/inference/setSizeOfZCells 3.4 mm
 21 /Par04/inference/setNbOfRhoCells 18
 22 /Par04/inference/setNbOfPhiCells 50
 23 /Par04/inference/setNbOfZCells 45
 24 
 25 # cuda options
 26 /Par04/inference/cuda/setDeviceId 0
 27 /Par04/inference/cuda/setGpuMemLimit 2147483648
 28 /Par04/inference/cuda/setArenaExtendedStrategy kSameAsRequested
 29 /Par04/inference/cuda/setCudnnConvAlgoSearch DEFAULT
 30 /Par04/inference/cuda/setDoCopyInDefaultStream 1
 31 /Par04/inference/cuda/setCudnnConvUseMaxWorkspace 1
 32 
 33 # Fast Simulation
 34 /analysis/setFileName 10GeV_100events_fastsim_onnx.root
 35 ## dynamically set readout mesh from particle direction
 36 ## needs to be the first fast sim model!
 37 /param/ActivateModel defineMesh
 38 ## ML fast sim, configured with the inference setup /Par04/inference
 39 /param/ActivateModel inferenceModel
 40 /run/beamOn 100