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File indexing completed on 2021-02-14 13:33:41

0001 import FWCore.ParameterSet.Config as cms
0002 
0003 pfHiggsInteractionNetPreprocessParams = cms.PSet(
0004     input_names = cms.vstring(
0005         'input_cpf',
0006         'input_sv'
0007     ),
0008     input_cpf = cms.PSet(
0009         input_shape = cms.vuint32(1, 30, 60),
0010         var_infos = cms.PSet(
0011             pfcand_ptrel = cms.PSet(
0012                 median = cms.double(0.0),
0013                 norm_factor = cms.double(1.0),
0014                 replace_inf_value = cms.double(0.0),
0015                 lower_bound = cms.double(-1e32),
0016                 upper_bound = cms.double(1e32),
0017             ),
0018             pfcand_erel = cms.PSet(
0019                 median = cms.double(0.0),
0020                 norm_factor = cms.double(1.0),
0021                 replace_inf_value = cms.double(0.0),
0022                 lower_bound = cms.double(-1e32),
0023                 upper_bound = cms.double(1e32),
0024             ),
0025             pfcand_phirel = cms.PSet(
0026                 median = cms.double(0.0),
0027                 norm_factor = cms.double(1.0),
0028                 replace_inf_value = cms.double(0.0),
0029                 lower_bound = cms.double(-1e32),
0030                 upper_bound = cms.double(1e32),
0031             ),
0032             pfcand_etarel = cms.PSet(
0033                 median = cms.double(0.0),
0034                 norm_factor = cms.double(1.0),
0035                 replace_inf_value = cms.double(0.0),
0036                 lower_bound = cms.double(-1e32),
0037                 upper_bound = cms.double(1e32),
0038             ),
0039             pfcand_deltaR = cms.PSet(
0040                 median = cms.double(0.0),
0041                 norm_factor = cms.double(1.0),
0042                 replace_inf_value = cms.double(0.0),
0043                 lower_bound = cms.double(-1e32),
0044                 upper_bound = cms.double(1e32),
0045             ),
0046             pfcand_drminsv = cms.PSet(
0047                 median = cms.double(0.8),
0048                 norm_factor = cms.double(1.0),
0049                 replace_inf_value = cms.double(0.8),
0050                 lower_bound = cms.double(-0.8),
0051                 upper_bound = cms.double(0),
0052             ),
0053             pfcand_drsubjet1 = cms.PSet(
0054                 median = cms.double(0.0),
0055                 norm_factor = cms.double(1.0),
0056                 replace_inf_value = cms.double(0.0),
0057                 lower_bound = cms.double(-1e32),
0058                 upper_bound = cms.double(1e32),
0059             ),
0060             pfcand_drsubjet2 = cms.PSet(
0061                 median = cms.double(0.0),
0062                 norm_factor = cms.double(1.0),
0063                 replace_inf_value = cms.double(0.0),
0064                 lower_bound = cms.double(-1e32),
0065                 upper_bound = cms.double(1e32),
0066             ),
0067             pfcand_dz = cms.PSet(
0068                 median = cms.double(0.0),
0069                 norm_factor = cms.double(1.0),
0070                 replace_inf_value = cms.double(0.0),
0071                 lower_bound = cms.double(-1e32),
0072                 upper_bound = cms.double(1e32),
0073             ),
0074             pfcand_dzsig = cms.PSet(
0075                 median = cms.double(0.0),
0076                 norm_factor = cms.double(1.0),
0077                 replace_inf_value = cms.double(0.0),
0078                 lower_bound = cms.double(-2000),
0079                 upper_bound = cms.double(2000),
0080             ),
0081             pfcand_dxy  = cms.PSet(
0082                 median = cms.double(0.0),
0083                 norm_factor = cms.double(1.0),
0084                 replace_inf_value = cms.double(0.0),
0085                 lower_bound = cms.double(-1e32),
0086                 upper_bound = cms.double(1e32),
0087             ),
0088             pfcand_dxysig = cms.PSet(
0089                 median = cms.double(0.0),
0090                 norm_factor = cms.double(1.0),
0091                 replace_inf_value = cms.double(0.0),
0092                 lower_bound = cms.double(-2000),
0093                 upper_bound = cms.double(2000),
0094             ),
0095             pfcand_normchi2  = cms.PSet(
0096                 median = cms.double(0.0),
0097                 norm_factor = cms.double(1.0),
0098                 replace_inf_value = cms.double(300),
0099                 lower_bound = cms.double(-1),
0100                 upper_bound = cms.double(300),
0101             ),
0102             pfcand_quality = cms.PSet(
0103                 median = cms.double(0.0),
0104                 norm_factor = cms.double(1.0),
0105                 replace_inf_value = cms.double(0.0),
0106                 lower_bound = cms.double(-1e32),
0107                 upper_bound = cms.double(1e32),
0108             ),
0109             pfcand_dptdpt  = cms.PSet(
0110                 median = cms.double(0.0),
0111                 norm_factor = cms.double(1.0),
0112                 replace_inf_value = cms.double(0.0),
0113                 lower_bound = cms.double(-1e32),
0114                 upper_bound = cms.double(1e32),
0115             ),
0116             pfcand_detadeta = cms.PSet(
0117                 median = cms.double(0.0),
0118                 norm_factor = cms.double(1.0),
0119                 replace_inf_value = cms.double(0.0),
0120                 lower_bound = cms.double(-1e32),
0121                 upper_bound = cms.double(1e32),
0122             ),
0123             pfcand_dphidphi = cms.PSet(
0124                 median = cms.double(0.0),
0125                 norm_factor = cms.double(1.0),
0126                 replace_inf_value = cms.double(0.0),
0127                 lower_bound = cms.double(-1e32),
0128                 upper_bound = cms.double(1e32),
0129             ),
0130             pfcand_dxydxy = cms.PSet(
0131                 median = cms.double(0.0),
0132                 norm_factor = cms.double(1.0),
0133                 replace_inf_value = cms.double(0.0),
0134                 lower_bound = cms.double(-1e32),
0135                 upper_bound = cms.double(1e32),
0136             ),
0137             pfcand_dzdz = cms.PSet(
0138                 median = cms.double(0.0),
0139                 norm_factor = cms.double(1.0),
0140                 replace_inf_value = cms.double(0.0),
0141                 lower_bound = cms.double(-1e32),
0142                 upper_bound = cms.double(1e32),
0143             ),
0144             pfcand_dxydz = cms.PSet(
0145                 median = cms.double(0.0),
0146                 norm_factor = cms.double(1.0),
0147                 replace_inf_value = cms.double(0.0),
0148                 lower_bound = cms.double(-1e32),
0149                 upper_bound = cms.double(1e32),
0150             ),
0151             pfcand_dphidxy  = cms.PSet(
0152                 median = cms.double(0.0),
0153                 norm_factor = cms.double(1.0),
0154                 replace_inf_value = cms.double(0.0),
0155                 lower_bound = cms.double(-1e32),
0156                 upper_bound = cms.double(1e32),
0157             ),
0158             pfcand_dlambdadz = cms.PSet(
0159                 median = cms.double(0.0),
0160                 norm_factor = cms.double(1.0),
0161                 replace_inf_value = cms.double(0.0),
0162                 lower_bound = cms.double(-1e32),
0163                 upper_bound = cms.double(1e32),
0164             ),
0165             pfcand_btagEtaRel = cms.PSet(
0166                 median = cms.double(0.0),
0167                 norm_factor = cms.double(1.0),
0168                 replace_inf_value = cms.double(0.0),
0169                 lower_bound = cms.double(-5),
0170                 upper_bound = cms.double(15),
0171             ),
0172             pfcand_btagPtRatio = cms.PSet(
0173                 median = cms.double(0.0),
0174                 norm_factor = cms.double(1.0),
0175                 replace_inf_value = cms.double(0.0),
0176                 lower_bound = cms.double(-1),
0177                 upper_bound = cms.double(10),
0178             ),
0179             pfcand_btagPParRatio = cms.PSet(
0180                 median = cms.double(0.0),
0181                 norm_factor = cms.double(1.0),
0182                 replace_inf_value = cms.double(0.0),
0183                 lower_bound = cms.double(-10),
0184                 upper_bound = cms.double(100),
0185             ),
0186             pfcand_btagSip2dVal = cms.PSet(
0187                 median = cms.double(0.0),
0188                 norm_factor = cms.double(1.0),
0189                 replace_inf_value = cms.double(0.0),
0190                 lower_bound = cms.double(-1),
0191                 upper_bound = cms.double(70),
0192             ),
0193             pfcand_btagSip2dSig = cms.PSet(
0194                 median = cms.double(0.0),
0195                 norm_factor = cms.double(1.0),
0196                 replace_inf_value = cms.double(0.0),
0197                 lower_bound = cms.double(-1),
0198                 upper_bound = cms.double(4e4),
0199             ),
0200             pfcand_btagSip3dVal = cms.PSet(
0201                 median = cms.double(0.0),
0202                 norm_factor = cms.double(1.0),
0203                 replace_inf_value = cms.double(0.0),
0204                 lower_bound = cms.double(-1),
0205                 upper_bound = cms.double(1e5),
0206             ),
0207             pfcand_btagSip3dSig = cms.PSet(
0208                 median = cms.double(0.0),
0209                 norm_factor = cms.double(1.0),
0210                 replace_inf_value = cms.double(0.0),
0211                 lower_bound = cms.double(-1),
0212                 upper_bound = cms.double(4e4),
0213             ),
0214             pfcand_btagJetDistVal = cms.PSet(
0215                 median = cms.double(0.0),
0216                 norm_factor = cms.double(1.0),
0217                 replace_inf_value = cms.double(0.0),
0218                 lower_bound = cms.double(-20),
0219                 upper_bound = cms.double(1),
0220             ),
0221         ),
0222         var_length = cms.uint32(60),
0223         var_names = cms.vstring(
0224             'pfcand_ptrel', 
0225             'pfcand_erel', 
0226             'pfcand_phirel', 
0227             'pfcand_etarel', 
0228             'pfcand_deltaR', 
0229             'pfcand_drminsv', 
0230             'pfcand_drsubjet1', 
0231             'pfcand_drsubjet2', 
0232             'pfcand_dz', 
0233             'pfcand_dzsig', 
0234             'pfcand_dxy', 
0235             'pfcand_dxysig', 
0236             'pfcand_normchi2', 
0237             'pfcand_quality', 
0238             'pfcand_dptdpt', 
0239             'pfcand_detadeta', 
0240             'pfcand_dphidphi', 
0241             'pfcand_dxydxy', 
0242             'pfcand_dzdz', 
0243             'pfcand_dxydz', 
0244             'pfcand_dphidxy', 
0245             'pfcand_dlambdadz', 
0246             'pfcand_btagEtaRel', 
0247             'pfcand_btagPtRatio', 
0248             'pfcand_btagPParRatio', 
0249             'pfcand_btagSip2dVal', 
0250             'pfcand_btagSip2dSig', 
0251             'pfcand_btagSip3dVal', 
0252             'pfcand_btagSip3dSig', 
0253             'pfcand_btagJetDistVal'
0254         )
0255     ),
0256     input_sv = cms.PSet(
0257         input_shape = cms.vuint32(1, 14, 5),
0258         var_infos = cms.PSet(
0259             sv_ptrel = cms.PSet(
0260                 median = cms.double(0.0),
0261                 norm_factor = cms.double(1.0),
0262                 replace_inf_value = cms.double(0.0),
0263                 lower_bound = cms.double(-1e32),
0264                 upper_bound = cms.double(1e32),
0265             ),
0266             sv_erel = cms.PSet(
0267                 median = cms.double(0.0),
0268                 norm_factor = cms.double(1.0),
0269                 replace_inf_value = cms.double(0.0),
0270                 lower_bound = cms.double(-1e32),
0271                 upper_bound = cms.double(1e32),
0272             ),
0273             sv_phirel = cms.PSet(
0274                 median = cms.double(0.0),
0275                 norm_factor = cms.double(1.0),
0276                 replace_inf_value = cms.double(0.0),
0277                 lower_bound = cms.double(-1e32),
0278                 upper_bound = cms.double(1e32),
0279             ),
0280             sv_etarel = cms.PSet(
0281                 median = cms.double(0.0),
0282                 norm_factor = cms.double(1.0),
0283                 replace_inf_value = cms.double(0.0),
0284                 lower_bound = cms.double(-1e32),
0285                 upper_bound = cms.double(1e32),
0286             ),
0287             sv_deltaR = cms.PSet(
0288                 median = cms.double(0.5),
0289                 norm_factor = cms.double(1.0),
0290                 replace_inf_value = cms.double(0.0),
0291                 lower_bound = cms.double(-2),
0292                 upper_bound = cms.double(0),
0293             ),
0294             sv_pt = cms.PSet(
0295                 median = cms.double(0.0),
0296                 norm_factor = cms.double(1.0),
0297                 replace_inf_value = cms.double(0.0),
0298                 lower_bound = cms.double(-1e32),
0299                 upper_bound = cms.double(1e32),
0300             ),
0301             sv_mass = cms.PSet(
0302                 median = cms.double(0.0),
0303                 norm_factor = cms.double(1.0),
0304                 replace_inf_value = cms.double(0.0),
0305                 lower_bound = cms.double(-1e32),
0306                 upper_bound = cms.double(1e32),
0307             ),
0308             sv_ntracks = cms.PSet(
0309                 median = cms.double(0.0),
0310                 norm_factor = cms.double(1.0),
0311                 replace_inf_value = cms.double(0.0),
0312                 lower_bound = cms.double(-1e32),
0313                 upper_bound = cms.double(1e32),
0314             ),
0315             sv_normchi2 = cms.PSet(
0316                 median = cms.double(0.0),
0317                 norm_factor = cms.double(1.0),
0318                 replace_inf_value = cms.double(1000),
0319                 lower_bound = cms.double(-1000),
0320                 upper_bound = cms.double(1000),
0321             ),
0322             sv_dxy = cms.PSet(
0323                 median = cms.double(0.0),
0324                 norm_factor = cms.double(1.0),
0325                 replace_inf_value = cms.double(0.0),
0326                 lower_bound = cms.double(-1e32),
0327                 upper_bound = cms.double(1e32),
0328             ),
0329             sv_dxysig = cms.PSet(
0330                 median = cms.double(0.0),
0331                 norm_factor = cms.double(1.0),
0332                 replace_inf_value = cms.double(0.0),
0333                 lower_bound = cms.double(-1),
0334                 upper_bound = cms.double(800),
0335             ),
0336             sv_d3d = cms.PSet(
0337                 median = cms.double(0.0),
0338                 norm_factor = cms.double(1.0),
0339                 replace_inf_value = cms.double(0.0),
0340                 lower_bound = cms.double(-1e32),
0341                 upper_bound = cms.double(1e32),
0342             ),
0343             sv_d3dsig = cms.PSet(
0344                 median = cms.double(0.0),
0345                 norm_factor = cms.double(1.0),
0346                 replace_inf_value = cms.double(0.0),
0347                 lower_bound = cms.double(-1),
0348                 upper_bound = cms.double(800),
0349             ),
0350             sv_costhetasvpv = cms.PSet(
0351                 median = cms.double(0.0),
0352                 norm_factor = cms.double(1.0),
0353                 replace_inf_value = cms.double(0.0),
0354                 lower_bound = cms.double(-1e32),
0355                 upper_bound = cms.double(1e32),
0356             ),
0357         ),
0358         var_length = cms.uint32(5),
0359         var_names = cms.vstring(
0360             'sv_ptrel', 
0361             'sv_erel', 
0362             'sv_phirel', 
0363             'sv_etarel', 
0364             'sv_deltaR',
0365             'sv_pt',  
0366             'sv_mass', 
0367             'sv_ntracks', 
0368             'sv_normchi2', 
0369             'sv_dxy', 
0370             'sv_dxysig', 
0371             'sv_d3d', 
0372             'sv_d3dsig', 
0373             'sv_costhetasvpv'
0374         )
0375     )
0376 )