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geant4/examples/extended/parameterisations/Par04/examplePar04_torch.mac
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2022-12-09 14:43:28 +01:00

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# examplePar04_torch.mac
#
# Detector Construction
/Par04/detector/setDetectorInnerRadius 80 cm
/Par04/detector/setDetectorLength 2 m
/Par04/detector/setNbOfLayers 90
/Par04/detector/setAbsorber 0 G4_W 1.4 mm true
/Par04/detector/setAbsorber 1 G4_Si 0.3 mm true
## 2.325 mm of tungsten =~ 0.25 * 9.327 mm = 0.25 * R_Moliere
/Par04/mesh/setSizeOfRhoCells 2.325 mm
## 2 * 1.4 mm of tungsten =~ 0.65 X_0
/Par04/mesh/setSizeOfZCells 3.4 mm
/Par04/mesh/setNbOfRhoCells 18
/Par04/mesh/setNbOfPhiCells 50
/Par04/mesh/setNbOfZCells 45
# Initialize
/run/initialize
/gun/energy 10 GeV
/gun/position 0 0 0
/gun/direction 0 1 0
# Inference Setup
## dimension of the latent vector (encoded vector in a Variational Autoencoder model)
/Par04/inference/setSizeLatentVector 10
## size of the condition vector (energy, angle and geometry)
/Par04/inference/setSizeConditionVector 4
## path to the model which is set to download by cmake
/Par04/inference/setModelPathName MLModels/Generator.pt
/Par04/inference/setInferenceLibrary TORCH
## set mesh size for inference == mesh size of a full sim that
## was used for training; it coincides with readout mesh size
/Par04/inference/setSizeOfRhoCells 2.325 mm
/Par04/inference/setSizeOfZCells 3.4 mm
/Par04/inference/setNbOfRhoCells 18
/Par04/inference/setNbOfPhiCells 50
/Par04/inference/setNbOfZCells 45
# Fast Simulation
/analysis/setFileName 10GeV_100events_fastsim_libtorch.root
## dynamically set readout mesh from particle direction
## needs to be the first fast sim model!
/param/ActivateModel defineMesh
## ML fast sim, configured with the inference setup /Par04/inference
/param/ActivateModel inferenceModel
/run/beamOn 100