File indexing completed on 2024-04-06 12:24:29
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 )