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

0001 import FWCore.ParameterSet.Config as cms
0002 
0003 pfDeepBoostedJetPreprocessParams = cms.PSet(
0004     input_names = cms.vstring(
0005         'pfcand', 
0006         'sv'
0007     ),
0008     pfcand = cms.PSet(
0009         input_shape = cms.vuint32(1, 42, 100, 1),
0010         var_infos = cms.PSet(
0011             pfcand_VTX_ass = cms.PSet(
0012                 median = cms.double(7.0),
0013                 norm_factor = cms.double(1.0),
0014                 replace_inf_value = cms.double(0),
0015                 lower_bound = cms.double(-5),
0016                 upper_bound = cms.double(5)
0017             ),
0018             pfcand_abseta = cms.PSet(
0019                 median = cms.double(0.632648706436),
0020                 norm_factor = cms.double(1.59032225958),
0021                 replace_inf_value = cms.double(0),
0022                 lower_bound = cms.double(-5),
0023                 upper_bound = cms.double(5)
0024             ),
0025             pfcand_btagEtaRel = cms.PSet(
0026                 median = cms.double(1.19703966379),
0027                 norm_factor = cms.double(0.521026991705),
0028                 replace_inf_value = cms.double(0),
0029                 lower_bound = cms.double(-5),
0030                 upper_bound = cms.double(5)
0031             ),
0032             pfcand_btagJetDistVal = cms.PSet(
0033                 median = cms.double(-0.000215483247302),
0034                 norm_factor = cms.double(161.385119349),
0035                 replace_inf_value = cms.double(0),
0036                 lower_bound = cms.double(-5),
0037                 upper_bound = cms.double(5)
0038             ),
0039             pfcand_btagPParRatio = cms.PSet(
0040                 median = cms.double(0.839023888111),
0041                 norm_factor = cms.double(1.19186117841),
0042                 replace_inf_value = cms.double(0),
0043                 lower_bound = cms.double(-5),
0044                 upper_bound = cms.double(5)
0045             ),
0046             pfcand_btagPtRatio = cms.PSet(
0047                 median = cms.double(0.0173742230982),
0048                 norm_factor = cms.double(4.25351138308),
0049                 replace_inf_value = cms.double(0),
0050                 lower_bound = cms.double(-5),
0051                 upper_bound = cms.double(5)
0052             ),
0053             pfcand_btagSip2dSig = cms.PSet(
0054                 median = cms.double(0.0),
0055                 norm_factor = cms.double(1.41174531059),
0056                 replace_inf_value = cms.double(0),
0057                 lower_bound = cms.double(-5),
0058                 upper_bound = cms.double(5)
0059             ),
0060             pfcand_btagSip2dVal = cms.PSet(
0061                 median = cms.double(0.0),
0062                 norm_factor = cms.double(495.583709284),
0063                 replace_inf_value = cms.double(0),
0064                 lower_bound = cms.double(-5),
0065                 upper_bound = cms.double(5)
0066             ),
0067             pfcand_btagSip3dSig = cms.PSet(
0068                 median = cms.double(0.0),
0069                 norm_factor = cms.double(0.831133090749),
0070                 replace_inf_value = cms.double(0),
0071                 lower_bound = cms.double(-5),
0072                 upper_bound = cms.double(5)
0073             ),
0074             pfcand_btagSip3dVal = cms.PSet(
0075                 median = cms.double(0.0),
0076                 norm_factor = cms.double(233.664322627),
0077                 replace_inf_value = cms.double(0),
0078                 lower_bound = cms.double(-5),
0079                 upper_bound = cms.double(5)
0080             ),
0081             pfcand_charge = cms.PSet(
0082                 median = cms.double(0.0),
0083                 norm_factor = cms.double(1.0),
0084                 replace_inf_value = cms.double(0),
0085                 lower_bound = cms.double(-5),
0086                 upper_bound = cms.double(5)
0087             ),
0088             pfcand_deltaR = cms.PSet(
0089                 median = cms.double(0.252654820681),
0090                 norm_factor = cms.double(3.50836328292),
0091                 replace_inf_value = cms.double(0),
0092                 lower_bound = cms.double(-5),
0093                 upper_bound = cms.double(5)
0094             ),
0095             pfcand_detadeta = cms.PSet(
0096                 median = cms.double(1.15567200254e-08),
0097                 norm_factor = cms.double(1644010.14927),
0098                 replace_inf_value = cms.double(0),
0099                 lower_bound = cms.double(-5),
0100                 upper_bound = cms.double(5)
0101             ),
0102             pfcand_dlambdadz = cms.PSet(
0103                 median = cms.double(-1.2810873784e-07),
0104                 norm_factor = cms.double(268715.13012),
0105                 replace_inf_value = cms.double(0),
0106                 lower_bound = cms.double(-5),
0107                 upper_bound = cms.double(5)
0108             ),
0109             pfcand_dphidphi = cms.PSet(
0110                 median = cms.double(1.130510352e-08),
0111                 norm_factor = cms.double(796482.476472),
0112                 replace_inf_value = cms.double(0),
0113                 lower_bound = cms.double(-5),
0114                 upper_bound = cms.double(5)
0115             ),
0116             pfcand_dphidxy = cms.PSet(
0117                 median = cms.double(-9.61654578191e-08),
0118                 norm_factor = cms.double(204149.346943),
0119                 replace_inf_value = cms.double(0),
0120                 lower_bound = cms.double(-5),
0121                 upper_bound = cms.double(5)
0122             ),
0123             pfcand_dptdpt = cms.PSet(
0124                 median = cms.double(4.11880840545e-08),
0125                 norm_factor = cms.double(66429.1000843),
0126                 replace_inf_value = cms.double(0),
0127                 lower_bound = cms.double(-5),
0128                 upper_bound = cms.double(5)
0129             ),
0130             pfcand_drminsv = cms.PSet(
0131                 median = cms.double(0.192182734609),
0132                 norm_factor = cms.double(2.38205282141),
0133                 replace_inf_value = cms.double(-1),
0134                 lower_bound = cms.double(-5),
0135                 upper_bound = cms.double(5)
0136             ),
0137             pfcand_drsubjet1 = cms.PSet(
0138                 median = cms.double(0.258241385221),
0139                 norm_factor = cms.double(2.92607580997),
0140                 replace_inf_value = cms.double(0),
0141                 lower_bound = cms.double(-5),
0142                 upper_bound = cms.double(5)
0143             ),
0144             pfcand_drsubjet2 = cms.PSet(
0145                 median = cms.double(0.305164307356),
0146                 norm_factor = cms.double(2.88195895791),
0147                 replace_inf_value = cms.double(0),
0148                 lower_bound = cms.double(-5),
0149                 upper_bound = cms.double(5)
0150             ),
0151             pfcand_dxy = cms.PSet(
0152                 median = cms.double(0.0),
0153                 norm_factor = cms.double(415.415835966),
0154                 replace_inf_value = cms.double(0),
0155                 lower_bound = cms.double(-5),
0156                 upper_bound = cms.double(5)
0157             ),
0158             pfcand_dxydxy = cms.PSet(
0159                 median = cms.double(9.32332170578e-07),
0160                 norm_factor = cms.double(45949.2394216),
0161                 replace_inf_value = cms.double(0),
0162                 lower_bound = cms.double(-5),
0163                 upper_bound = cms.double(5)
0164             ),
0165             pfcand_dxydz = cms.PSet(
0166                 median = cms.double(0.0),
0167                 norm_factor = cms.double(10598589.4298),
0168                 replace_inf_value = cms.double(0),
0169                 lower_bound = cms.double(-5),
0170                 upper_bound = cms.double(5)
0171             ),
0172             pfcand_dxysig = cms.PSet(
0173                 median = cms.double(0.0),
0174                 norm_factor = cms.double(1.54565964258),
0175                 replace_inf_value = cms.double(0),
0176                 lower_bound = cms.double(-5),
0177                 upper_bound = cms.double(5)
0178             ),
0179             pfcand_dz = cms.PSet(
0180                 median = cms.double(0.0),
0181                 norm_factor = cms.double(264.770519024),
0182                 replace_inf_value = cms.double(0),
0183                 lower_bound = cms.double(-5),
0184                 upper_bound = cms.double(5)
0185             ),
0186             pfcand_dzdz = cms.PSet(
0187                 median = cms.double(1.58729170607e-06),
0188                 norm_factor = cms.double(36545.958354),
0189                 replace_inf_value = cms.double(0),
0190                 lower_bound = cms.double(-5),
0191                 upper_bound = cms.double(5)
0192             ),
0193             pfcand_dzsig = cms.PSet(
0194                 median = cms.double(0.0),
0195                 norm_factor = cms.double(1.23840120847),
0196                 replace_inf_value = cms.double(0),
0197                 lower_bound = cms.double(-5),
0198                 upper_bound = cms.double(5)
0199             ),
0200             pfcand_erel_log = cms.PSet(
0201                 median = cms.double(-5.38221979141),
0202                 norm_factor = cms.double(0.556499386531),
0203                 replace_inf_value = cms.double(-99),
0204                 lower_bound = cms.double(-5),
0205                 upper_bound = cms.double(5)
0206             ),
0207             pfcand_etarel = cms.PSet(
0208                 median = cms.double(-0.00711047858931),
0209                 norm_factor = cms.double(4.2642743837),
0210                 replace_inf_value = cms.double(0),
0211                 lower_bound = cms.double(-5),
0212                 upper_bound = cms.double(5)
0213             ),
0214             pfcand_hcalFrac = cms.PSet(
0215                 median = cms.double(0.0),
0216                 norm_factor = cms.double(1.0),
0217                 replace_inf_value = cms.double(0),
0218                 lower_bound = cms.double(-5),
0219                 upper_bound = cms.double(5)
0220             ),
0221             pfcand_isChargedHad = cms.PSet(
0222                 median = cms.double(1.0),
0223                 norm_factor = cms.double(1.0),
0224                 replace_inf_value = cms.double(0),
0225                 lower_bound = cms.double(-5),
0226                 upper_bound = cms.double(5)
0227             ),
0228             pfcand_isEl = cms.PSet(
0229                 median = cms.double(0.0),
0230                 norm_factor = cms.double(1.0),
0231                 replace_inf_value = cms.double(0),
0232                 lower_bound = cms.double(-5),
0233                 upper_bound = cms.double(5)
0234             ),
0235             pfcand_isGamma = cms.PSet(
0236                 median = cms.double(0.0),
0237                 norm_factor = cms.double(1.0),
0238                 replace_inf_value = cms.double(0),
0239                 lower_bound = cms.double(-5),
0240                 upper_bound = cms.double(5)
0241             ),
0242             pfcand_isMu = cms.PSet(
0243                 median = cms.double(0.0),
0244                 norm_factor = cms.double(1.0),
0245                 replace_inf_value = cms.double(0),
0246                 lower_bound = cms.double(-5),
0247                 upper_bound = cms.double(5)
0248             ),
0249             pfcand_isNeutralHad = cms.PSet(
0250                 median = cms.double(0.0),
0251                 norm_factor = cms.double(1.0),
0252                 replace_inf_value = cms.double(0),
0253                 lower_bound = cms.double(-5),
0254                 upper_bound = cms.double(5)
0255             ),
0256             pfcand_lostInnerHits = cms.PSet(
0257                 median = cms.double(-1.0),
0258                 norm_factor = cms.double(1.0),
0259                 replace_inf_value = cms.double(0),
0260                 lower_bound = cms.double(-5),
0261                 upper_bound = cms.double(5)
0262             ),
0263             pfcand_normchi2 = cms.PSet(
0264                 median = cms.double(2.0),
0265                 norm_factor = cms.double(0.00100300902708),
0266                 replace_inf_value = cms.double(0),
0267                 lower_bound = cms.double(-5),
0268                 upper_bound = cms.double(5)
0269             ),
0270             pfcand_phirel = cms.PSet(
0271                 median = cms.double(-1.71389010575e-05),
0272                 norm_factor = cms.double(4.22784626632),
0273                 replace_inf_value = cms.double(0),
0274                 lower_bound = cms.double(-5),
0275                 upper_bound = cms.double(5)
0276             ),
0277             pfcand_pt_log = cms.PSet(
0278                 median = cms.double(1.03476798534),
0279                 norm_factor = cms.double(0.542224410728),
0280                 replace_inf_value = cms.double(-99),
0281                 lower_bound = cms.double(-5),
0282                 upper_bound = cms.double(5)
0283             ),
0284             pfcand_ptrel_log = cms.PSet(
0285                 median = cms.double(-5.37407469749),
0286                 norm_factor = cms.double(0.554677114485),
0287                 replace_inf_value = cms.double(-99),
0288                 lower_bound = cms.double(-5),
0289                 upper_bound = cms.double(5)
0290             ),
0291             pfcand_puppiw = cms.PSet(
0292                 median = cms.double(1.0),
0293                 norm_factor = cms.double(255.000015199),
0294                 replace_inf_value = cms.double(0),
0295                 lower_bound = cms.double(-5),
0296                 upper_bound = cms.double(5)
0297             ),
0298             pfcand_quality = cms.PSet(
0299                 median = cms.double(5.0),
0300                 norm_factor = cms.double(0.2),
0301                 replace_inf_value = cms.double(0),
0302                 lower_bound = cms.double(-5),
0303                 upper_bound = cms.double(5)
0304             )
0305         ),
0306         var_length = cms.uint32(100),
0307         var_names = cms.vstring(
0308             'pfcand_pt_log', 
0309             'pfcand_ptrel_log', 
0310             'pfcand_erel_log', 
0311             'pfcand_phirel', 
0312             'pfcand_etarel', 
0313             'pfcand_deltaR', 
0314             'pfcand_abseta', 
0315             'pfcand_puppiw', 
0316             'pfcand_drminsv', 
0317             'pfcand_drsubjet1', 
0318             'pfcand_drsubjet2', 
0319             'pfcand_charge', 
0320             'pfcand_isMu', 
0321             'pfcand_isEl', 
0322             'pfcand_isChargedHad', 
0323             'pfcand_isGamma', 
0324             'pfcand_isNeutralHad', 
0325             'pfcand_hcalFrac', 
0326             'pfcand_VTX_ass', 
0327             'pfcand_lostInnerHits', 
0328             'pfcand_normchi2', 
0329             'pfcand_quality', 
0330             'pfcand_dz', 
0331             'pfcand_dzsig', 
0332             'pfcand_dxy', 
0333             'pfcand_dxysig', 
0334             'pfcand_dptdpt', 
0335             'pfcand_detadeta', 
0336             'pfcand_dphidphi', 
0337             'pfcand_dxydxy', 
0338             'pfcand_dzdz', 
0339             'pfcand_dxydz', 
0340             'pfcand_dphidxy', 
0341             'pfcand_dlambdadz', 
0342             'pfcand_btagEtaRel', 
0343             'pfcand_btagPtRatio', 
0344             'pfcand_btagPParRatio', 
0345             'pfcand_btagSip2dVal', 
0346             'pfcand_btagSip2dSig', 
0347             'pfcand_btagSip3dVal', 
0348             'pfcand_btagSip3dSig', 
0349             'pfcand_btagJetDistVal'
0350         )
0351     ),
0352     sv = cms.PSet(
0353         input_shape = cms.vuint32(1, 15, 7, 1),
0354         var_infos = cms.PSet(
0355             sv_abseta = cms.PSet(
0356                 median = cms.double(0.616221785545),
0357                 norm_factor = cms.double(1.49676942133),
0358                 replace_inf_value = cms.double(0),
0359                 lower_bound = cms.double(-5),
0360                 upper_bound = cms.double(5)
0361             ),
0362             sv_costhetasvpv = cms.PSet(
0363                 median = cms.double(0.999747157097),
0364                 norm_factor = cms.double(174.907183727),
0365                 replace_inf_value = cms.double(0),
0366                 lower_bound = cms.double(-5),
0367                 upper_bound = cms.double(5)
0368             ),
0369             sv_d3d = cms.PSet(
0370                 median = cms.double(0.5242870152),
0371                 norm_factor = cms.double(0.255813267634),
0372                 replace_inf_value = cms.double(0),
0373                 lower_bound = cms.double(-5),
0374                 upper_bound = cms.double(5)
0375             ),
0376             sv_d3dsig = cms.PSet(
0377                 median = cms.double(9.12465429306),
0378                 norm_factor = cms.double(0.0238374692882),
0379                 replace_inf_value = cms.double(0),
0380                 lower_bound = cms.double(-5),
0381                 upper_bound = cms.double(5)
0382             ),
0383             sv_deltaR = cms.PSet(
0384                 median = cms.double(0.140969499946),
0385                 norm_factor = cms.double(4.30546783192),
0386                 replace_inf_value = cms.double(0),
0387                 lower_bound = cms.double(-5),
0388                 upper_bound = cms.double(5)
0389             ),
0390             sv_dxy = cms.PSet(
0391                 median = cms.double(0.387232214212),
0392                 norm_factor = cms.double(0.360931771841),
0393                 replace_inf_value = cms.double(0),
0394                 lower_bound = cms.double(-5),
0395                 upper_bound = cms.double(5)
0396             ),
0397             sv_dxysig = cms.PSet(
0398                 median = cms.double(9.11130714417),
0399                 norm_factor = cms.double(0.0238327380073),
0400                 replace_inf_value = cms.double(0),
0401                 lower_bound = cms.double(-5),
0402                 upper_bound = cms.double(5)
0403             ),
0404             sv_erel_log = cms.PSet(
0405                 median = cms.double(-2.82667005062),
0406                 norm_factor = cms.double(0.704463981589),
0407                 replace_inf_value = cms.double(-99),
0408                 lower_bound = cms.double(-5),
0409                 upper_bound = cms.double(5)
0410             ),
0411             sv_etarel = cms.PSet(
0412                 median = cms.double(-0.0037129354896),
0413                 norm_factor = cms.double(6.99426943996),
0414                 replace_inf_value = cms.double(0),
0415                 lower_bound = cms.double(-5),
0416                 upper_bound = cms.double(5)
0417             ),
0418             sv_mass = cms.PSet(
0419                 median = cms.double(1.34319722652),
0420                 norm_factor = cms.double(0.368495534421),
0421                 replace_inf_value = cms.double(0),
0422                 lower_bound = cms.double(-5),
0423                 upper_bound = cms.double(5)
0424             ),
0425             sv_normchi2 = cms.PSet(
0426                 median = cms.double(0.819934427738),
0427                 norm_factor = cms.double(0.725797320076),
0428                 replace_inf_value = cms.double(0),
0429                 lower_bound = cms.double(-5),
0430                 upper_bound = cms.double(5)
0431             ),
0432             sv_ntracks = cms.PSet(
0433                 median = cms.double(3.0),
0434                 norm_factor = cms.double(0.5),
0435                 replace_inf_value = cms.double(0),
0436                 lower_bound = cms.double(-5),
0437                 upper_bound = cms.double(5)
0438             ),
0439             sv_phirel = cms.PSet(
0440                 median = cms.double(0.000521215377375),
0441                 norm_factor = cms.double(7.16761972364),
0442                 replace_inf_value = cms.double(0),
0443                 lower_bound = cms.double(-5),
0444                 upper_bound = cms.double(5)
0445             ),
0446             sv_pt_log = cms.PSet(
0447                 median = cms.double(3.64881515503),
0448                 norm_factor = cms.double(0.725050067872),
0449                 replace_inf_value = cms.double(-99),
0450                 lower_bound = cms.double(-5),
0451                 upper_bound = cms.double(5)
0452             ),
0453             sv_ptrel_log = cms.PSet(
0454                 median = cms.double(-2.81496477127),
0455                 norm_factor = cms.double(0.701236308041),
0456                 replace_inf_value = cms.double(-99),
0457                 lower_bound = cms.double(-5),
0458                 upper_bound = cms.double(5)
0459             )
0460         ),
0461         var_length = cms.uint32(7),
0462         var_names = cms.vstring(
0463             'sv_pt_log', 
0464             'sv_ptrel_log', 
0465             'sv_erel_log', 
0466             'sv_phirel', 
0467             'sv_etarel', 
0468             'sv_deltaR', 
0469             'sv_abseta', 
0470             'sv_mass', 
0471             'sv_ntracks', 
0472             'sv_normchi2', 
0473             'sv_dxy', 
0474             'sv_dxysig', 
0475             'sv_d3d', 
0476             'sv_d3dsig', 
0477             'sv_costhetasvpv'
0478         )
0479     )
0480 )