Skip to content

Add Scouting Glo-ParT ONNX model for Run-3 PFScouting #67

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
cmsbuild merged 1 commit into from
Apr 21, 2025
Merged

Add Scouting Glo-ParT ONNX model for Run-3 PFScouting #67

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Binary file added Run3Scouting/GlobalParticleTransformerAK8/General/V00/global-part_2024.onnx
View file
Open in desktop
Binary file not shown.
286 changes: 286 additions & 0 deletions Run3Scouting/GlobalParticleTransformerAK8/General/V00/preprocess.json
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,286 @@
{
"output_names": [
"probQCD",
"probXbb",
"probXcc",
"probXss",
"probXqq",
"probXbs",
"probXgg",
"probXee",
"probXmm",
"probXtauhtaue",
"probXtauhtaum",
"probXtauhtauh",
"probXbc",
"probXcs",
"probXud",
"massCorrGeneric",
"massCorrGenericX2p",
"massCorrGenericW2p",
"massCorrResonance"
],
"input_names": [
"pf_features",
"pf_vectors",
"pf_mask"
],
"pf_features": {
"var_names": [
"pfcand_quality",
"pfcand_charge",
"pfcand_isEl",
"pfcand_isMu",
"pfcand_isChargedHad",
"pfcand_isGamma",
"pfcand_isNeutralHad",
"pfcand_phirel",
"pfcand_etarel",
"pfcand_abseta",
"pfcand_pt_log",
"pfcand_normchi2",
"pfcand_dz",
"pfcand_dxy",
"pfcand_dxysig",
"pfcand_btagEtaRel",
"pfcand_btagPtRatio",
"pfcand_btagPParRatio",
"pfcand_dzsig",
"pfcand_e_log_nopuppi",
"pfcand_lostInnerHits"
],
"var_infos": {
"pfcand_quality": {
"median": 0,
"norm_factor": 0.2,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_charge": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
},
"pfcand_isEl": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
},
"pfcand_isMu": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
},
"pfcand_isChargedHad": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
},
"pfcand_isGamma": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
},
"pfcand_isNeutralHad": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
},
"pfcand_phirel": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
},
"pfcand_etarel": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
},
"pfcand_abseta": {
"median": 0.6,
"norm_factor": 1.6,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_pt_log": {
"median": 1,
"norm_factor": 0.5,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_normchi2": {
"median": 5,
"norm_factor": 0.2,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_dz": {
"median": 0,
"norm_factor": 180,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_dxy": {
"median": 0.0,
"norm_factor": 300,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_dxysig": {
"median": 0,
"norm_factor": 1.0,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_btagEtaRel": {
"median": 1.5,
"norm_factor": 0.5,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_btagPtRatio": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_btagPParRatio": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_dzsig": {
"median": 0,
"norm_factor": 0.9,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_e_log_nopuppi": {
"median": 1.3,
"norm_factor": 0.5,
"replace_inf_value": 0,
"lower_bound": -5,
"upper_bound": 5,
"pad": 0
},
"pfcand_lostInnerHits": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
}
},
"max_length": 200,
"min_length": 16
},
"pf_vectors": {
"var_names": [
"pfcand_px",
"pfcand_py",
"pfcand_pz",
"pfcand_energy"
],
"var_infos": {
"pfcand_px": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
},
"pfcand_py": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
},
"pfcand_pz": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
},
"pfcand_energy": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
}
},
"max_length": 200,
"min_length": 16
},
"pf_mask": {
"var_names": [
"pfcand_mask"
],
"var_infos": {
"pfcand_mask": {
"median": 0,
"norm_factor": 1,
"replace_inf_value": 0,
"lower_bound": -1e+32,
"upper_bound": 1e+32,
"pad": 0
}
},
"max_length": 200,
"min_length": 16
}
}