L1TCalorimeter/python/caloStage2Params_2017_v1_4_cfi.py

0001 import FWCore.ParameterSet.Config as cms
0002
0003 from L1Trigger.L1TCalorimeter.caloParams_cfi import caloParamsSource
0004 import L1Trigger.L1TCalorimeter.caloParams_cfi
0005 caloStage2Params = L1Trigger.L1TCalorimeter.caloParams_cfi.caloParams.clone()
0006
0007 # towers
0008 caloStage2Params.towerLsbH        = cms.double(0.5)
0009 caloStage2Params.towerLsbE        = cms.double(0.5)
0010 caloStage2Params.towerLsbSum      = cms.double(0.5)
0011 caloStage2Params.towerNBitsH      = cms.int32(8)
0012 caloStage2Params.towerNBitsE      = cms.int32(8)
0013 caloStage2Params.towerNBitsSum    = cms.int32(9)
0014 caloStage2Params.towerNBitsRatio  = cms.int32(3)
0015 caloStage2Params.towerEncoding    = cms.bool(True)
0016
0017 # regions
0018 caloStage2Params.regionLsb        = cms.double(0.5)
0019 caloStage2Params.regionPUSType    = cms.string("None")
0020 caloStage2Params.regionPUSParams  = cms.vdouble()
0021
0022 # EG
0023 caloStage2Params.egLsb                      = cms.double(0.5)
0024 caloStage2Params.egSeedThreshold            = cms.double(2.)
0025 caloStage2Params.egNeighbourThreshold       = cms.double(1.)
0026 caloStage2Params.egHcalThreshold            = cms.double(0.)
0027 caloStage2Params.egTrimmingLUTFile          = cms.FileInPath("L1Trigger/L1TCalorimeter/data/egTrimmingLUT_10_v16.01.19.txt")
0028 caloStage2Params.egMaxHcalEt                = cms.double(0.)
0029 caloStage2Params.egMaxPtHOverE          = cms.double(128.)
0030 caloStage2Params.egMaxHOverELUTFile         = cms.FileInPath("L1Trigger/L1TCalorimeter/data/HoverEIdentification_0.995_v15.12.23.txt")
0031 caloStage2Params.egCompressShapesLUTFile    = cms.FileInPath("L1Trigger/L1TCalorimeter/data/egCompressLUT_v4.txt")
0032 caloStage2Params.egShapeIdType              = cms.string("compressed")
0033 caloStage2Params.egShapeIdVersion           = cms.uint32(0)
0034 caloStage2Params.egShapeIdLUTFile           = cms.FileInPath("L1Trigger/L1TCalorimeter/data/shapeIdentification_adapt0.99_compressedieta_compressedE_compressedshape_v15.12.08.txt")#Not used any more in the current emulator version, merged with calibration LUT
0035
0036 caloStage2Params.egPUSType                  = cms.string("None")
0037 caloStage2Params.egIsolationType            = cms.string("compressed")
0038 #caloStage2Params.egIsoLUTFile               = cms.FileInPath("L1Trigger/L1TCalorimeter/data/IsoIdentification_adapt_extrap_v16.07.29.txt")
0039 caloStage2Params.egIsoLUTFile               = cms.FileInPath("L1Trigger/L1TCalorimeter/data/EG_Iso_LUT_04_04_2017.txt")
0040 caloStage2Params.egIsoAreaNrTowersEta       = cms.uint32(2)
0041 caloStage2Params.egIsoAreaNrTowersPhi       = cms.uint32(4)
0042 caloStage2Params.egIsoVetoNrTowersPhi       = cms.uint32(2)
0043 #caloStage2Params.egIsoPUEstTowerGranularity = cms.uint32(1)
0044 #caloStage2Params.egIsoMaxEtaAbsForTowerSum  = cms.uint32(4)
0045 #caloStage2Params.egIsoMaxEtaAbsForIsoSum    = cms.uint32(27)
0046 caloStage2Params.egPUSParams                = cms.vdouble(1,4,32) #Isolation window in firmware goes up to abs(ieta)=32 for now
0047 caloStage2Params.egCalibrationType          = cms.string("compressed")
0048 caloStage2Params.egCalibrationVersion       = cms.uint32(0)
0049 caloStage2Params.egCalibrationLUTFile       = cms.FileInPath("L1Trigger/L1TCalorimeter/data/EG_Calibration_LUT_FW_v17.04.04_shapeIdentification_adapt0.99_compressedieta_compressedE_compressedshape_v15.12.08_correct.txt")
0050
0051
0052 # Tau
0053 caloStage2Params.tauLsb                        = cms.double(0.5)
0054 caloStage2Params.tauSeedThreshold              = cms.double(0.)
0055 caloStage2Params.tauNeighbourThreshold         = cms.double(0.)
0056 caloStage2Params.tauIsoAreaNrTowersEta         = cms.uint32(2)
0057 caloStage2Params.tauIsoAreaNrTowersPhi         = cms.uint32(4)
0058 caloStage2Params.tauIsoVetoNrTowersPhi         = cms.uint32(2)
0059 caloStage2Params.tauPUSType                    = cms.string("None")
0060 caloStage2Params.tauIsoLUTFile                 = cms.FileInPath("L1Trigger/L1TCalorimeter/data/Tau_Iso_LUT_Option_22_2017_FW_v9.0.0.txt")
0061 caloStage2Params.tauIsoLUTFile2                = cms.FileInPath("L1Trigger/L1TCalorimeter/data/Tau_Iso_LUT_Option_22_2017_FW_v9.0.0.txt")
0062 caloStage2Params.tauCalibrationLUTFile         = cms.FileInPath("L1Trigger/L1TCalorimeter/data/Tau_Calibration_LUT_2017_Layer1Calibration_FW_v12.0.0.txt")
0063 caloStage2Params.tauCompressLUTFile            = cms.FileInPath("L1Trigger/L1TCalorimeter/data/tauCompressAllLUT_12bit_v3.txt")
0064 caloStage2Params.tauPUSParams                  = cms.vdouble(1,4,32)
0065
0066 # jets
0067 caloStage2Params.jetLsb                = cms.double(0.5)
0068 caloStage2Params.jetSeedThreshold      = cms.double(4.0)
0069 caloStage2Params.jetNeighbourThreshold = cms.double(0.)
0070 caloStage2Params.jetPUSType            = cms.string("ChunkyDonut")
0071 caloStage2Params.jetBypassPUS          = cms.uint32(0)
0072
0073 # Calibration options
0074 # function6PtParams22EtaBins or None
0075 #caloStage2Params.jetCalibrationType    = cms.string("None")
0076 #caloStage2Params.jetCalibrationType = cms.string("function8PtParams22EtaBins")
0077 caloStage2Params.jetCalibrationType = cms.string("LUT")
0078
0079 #Vector with 6 parameters for eta bin, from low eta to high
0080 # 1,0,1,0,1,1 gives no correction
0081 # must be in this form as may require > 255 arguments
0082
0083 # Or vector with 8 parameters, which caps correction value below given pT
0084 # as 6 parameters, but last two are max correction and L1 pT below which cap is applied, respectively
0085
0086 jetCalibParamsVector = cms.vdouble()
0087 jetCalibParamsVector.extend([
0088         1,0,1,0,1,1,1.36123039014,1024,
0089         1,0,1,0,1,1,1.37830172245,1024,
0090         1,0,1,0,1,1,1.37157036457,1024,
0091         1,0,1,0,1,1,1.42460009989,1024,
0092         10.1179757811,-697.422255848,55.9767511168,599.040770412,0.00930772659892,-21.9921521313,1.77585386314,24.1202894336,
0093         12.2578170485,-736.96846599,45.3225355911,848.976802835,0.00946235693865,-21.7970133915,2.04623980351,19.6049149791,
0094         14.0198255047,-769.175319944,38.687351315,1072.9785137,0.00951954709279,-21.6277409602,2.08021511285,22.265051562,
0095         14.119589176,-766.199501821,38.7767169666,1059.63374337,0.00952979125289,-21.6477483043,2.05901166216,23.8125466978,
0096         13.7594864391,-761.860391454,39.9060363401,1019.30588542,0.00952105483129,-21.6814176696,2.03808638982,22.2127275989,
0097         10.2635352836,-466.890522023,32.5408463829,2429.03382746,0.0111274121697,-22.0890253377,2.04880080215,22.5083699943,
0098         5.46086027683,-150.888778124,18.3292242153,16968.6469599,0.0147496053457,-22.4089831889,2.08107691501,22.4129703515,
0099         5.46086027683,-150.888778124,18.3292242153,16968.6469599,0.0147496053457,-22.4089831889,2.08107691501,22.4129703515,
0100         10.2635352836,-466.890522023,32.5408463829,2429.03382746,0.0111274121697,-22.0890253377,2.04880080215,22.5083699943,
0101         13.7594864391,-761.860391454,39.9060363401,1019.30588542,0.00952105483129,-21.6814176696,2.03808638982,22.2127275989,
0102         14.119589176,-766.199501821,38.7767169666,1059.63374337,0.00952979125289,-21.6477483043,2.05901166216,23.8125466978,
0103         14.0198255047,-769.175319944,38.687351315,1072.9785137,0.00951954709279,-21.6277409602,2.08021511285,22.265051562,
0104         12.2578170485,-736.96846599,45.3225355911,848.976802835,0.00946235693865,-21.7970133915,2.04623980351,19.6049149791,
0105         10.1179757811,-697.422255848,55.9767511168,599.040770412,0.00930772659892,-21.9921521313,1.77585386314,24.1202894336,
0106         1,0,1,0,1,1,1.42460009989,1024,
0107         1,0,1,0,1,1,1.37157036457,1024,
0108         1,0,1,0,1,1,1.37830172245,1024,
0109         1,0,1,0,1,1,1.36123039014,1024
0110 ])
0111 caloStage2Params.jetCalibrationParams  = jetCalibParamsVector
0112
0113 caloStage2Params.jetCompressPtLUTFile     = cms.FileInPath("L1Trigger/L1TCalorimeter/data/lut_pt_compress_2017v1.txt")
0114 caloStage2Params.jetCompressEtaLUTFile    = cms.FileInPath("L1Trigger/L1TCalorimeter/data/lut_eta_compress_2017v1.txt")
0115 caloStage2Params.jetCalibrationLUTFile    = cms.FileInPath("L1Trigger/L1TCalorimeter/data/lut_calib_2017v1.txt")
0116
0117
0118 # sums: 0=ET, 1=HT, 2=MET, 3=MHT
0119 caloStage2Params.etSumLsb                = cms.double(0.5)
0120 caloStage2Params.etSumEtaMin             = cms.vint32(1, 1, 1, 1, 1)
0121 caloStage2Params.etSumEtaMax             = cms.vint32(28,  26, 28,  28, 28)
0122 caloStage2Params.etSumEtThreshold        = cms.vdouble(0.,  30.,  0.,  30., 0.) # only 2nd (HT) and 4th (MHT) values applied
0123 caloStage2Params.etSumPUSType            = cms.string("LUT") # et threshold from this LUT supercedes et threshold in line above
0124 caloStage2Params.etSumBypassPUS           = cms.uint32(0)
0125 caloStage2Params.etSumXCalibrationType    = cms.string("None")
0126 caloStage2Params.etSumYCalibrationType    = cms.string("None")
0127 caloStage2Params.etSumEttCalibrationType  = cms.string("None")
0128 caloStage2Params.etSumEcalSumCalibrationType = cms.string("None")
0129
0130 caloStage2Params.etSumPUSLUTFile                  = cms.FileInPath("L1Trigger/L1TCalorimeter/data/lut_towEtThresh_2017v2.txt")
0131 caloStage2Params.etSumXCalibrationLUTFile         = cms.FileInPath("L1Trigger/L1TCalorimeter/data/lut_etSumPUS_dummy.txt")
0132 caloStage2Params.etSumYCalibrationLUTFile         = cms.FileInPath("L1Trigger/L1TCalorimeter/data/lut_etSumPUS_dummy.txt")
0133 caloStage2Params.etSumEttCalibrationLUTFile       = cms.FileInPath("L1Trigger/L1TCalorimeter/data/lut_etSumPUS_dummy.txt")
0134 caloStage2Params.etSumEcalSumCalibrationLUTFile   = cms.FileInPath("L1Trigger/L1TCalorimeter/data/lut_etSumPUS_dummy.txt")
0135
0136
0137 # Layer 1 LUT specification
0138 #
0139 # Et-dependent scale factors
0140 # ECal/HCal scale factors will be a 9*28 array:
0141 #   28 eta scale factors (1-28)
0142 #   in 9 ET bins (10, 15, 20, 25, 30, 35, 40, 45, Max)
0143 #  So, index = etBin*28+ieta
0144 #FInal ecal and HCAl calibrations using mean..
0145 #caloStage2Params.layer1ECalScaleETBins = cms.vint32([10, 15, 20, 25, 30, 35, 40, 45, 256])
0146 caloStage2Params.layer1ECalScaleETBins = cms.vint32([6, 9, 12, 15, 20, 25, 30, 35, 40, 45, 55, 70, 256])
0147 caloStage2Params.layer1ECalScaleFactors = cms.vdouble([
0148         1.230770, 1.208991, 1.215351, 1.213350, 1.208275, 1.219069, 1.222985, 1.217729, 1.221262, 1.238302, 1.251040, 1.263300, 1.323678, 1.330580, 1.326592, 1.348387, 1.444263,
0149         2.278846, 1.519648, 1.646930, 1.655937, 1.632773, 1.599511, 1.646612, 1.654494, 1.617013, 1.486696, 1.509178, 1.200818, 1.188237, 1.183589, 1.208003, 1.181402, 1.225384,
0150         1.225197, 1.238568, 1.229019, 1.226685, 1.247974, 1.243772, 1.247896, 1.307835, 1.292458, 1.292431, 1.408326, 2.086560, 1.375806, 1.479160, 1.471558, 1.472672, 1.470455, 1.504425,
0151         1.522293, 1.505404, 1.396942, 1.439355, 1.157450, 1.163603, 1.172625, 1.215935, 1.164385, 1.192617, 1.175256, 1.189703, 1.194979, 1.211745, 1.201289, 1.213436, 1.233816, 1.263384,
0152         1.261724, 1.270097, 1.355681, 1.948426, 1.289409, 1.380269, 1.429089, 1.409515, 1.402992, 1.432428, 1.454425, 1.448494, 1.356177, 1.415035, 1.109329, 1.130229, 1.136506, 1.156603,
0153         1.148180, 1.136802, 1.157053, 1.146116, 1.147593, 1.160180, 1.157040, 1.175752, 1.176997, 1.192450, 1.192074, 1.219774, 1.279824, 1.946019, 1.262478, 1.341427, 1.385701, 1.349399,
0154         1.344777, 1.377678, 1.428243, 1.404236, 1.338994, 1.396023, 1.089770, 1.082103, 1.090228, 1.089163, 1.090443, 1.103950, 1.093130, 1.097591, 1.112827, 1.115258, 1.115559, 1.119360,
0155         1.139471, 1.152378, 1.154278, 1.156148, 1.206562, 1.852929, 1.225639, 1.299721, 1.351968, 1.317715, 1.315265, 1.349087, 1.395426, 1.382078, 1.313055, 1.375904, 1.071911, 1.067929,
0156         1.066290, 1.064308, 1.070857, 1.077186, 1.072581, 1.073245, 1.086873, 1.104813, 1.080402, 1.086703, 1.096386, 1.114866, 1.122498, 1.129279, 1.167211, 1.815989, 1.202916, 1.279602,
0157         1.328353, 1.295723, 1.289288, 1.324630, 1.370921, 1.360803, 1.295568, 1.360794, 1.059307, 1.055444, 1.055547, 1.054844, 1.055633, 1.070619, 1.067176, 1.060437, 1.064041, 1.082473,
0158         1.077814, 1.076358, 1.083088, 1.096413, 1.110072, 1.117249, 1.141054, 1.656952, 1.183193, 1.250519, 1.271871, 1.264930, 1.265938, 1.305469, 1.346518, 1.333812, 1.280760, 1.349732,
0159         1.050145, 1.045243, 1.048544, 1.045844, 1.048177, 1.065325, 1.054551, 1.058521, 1.054766, 1.072195, 1.064060, 1.066467, 1.077743, 1.085108, 1.080674, 1.098568, 1.129347, 1.505618,
0160         1.177574, 1.230855, 1.230263, 1.254251, 1.260679, 1.296709, 1.339361, 1.331497, 1.276333, 1.346620, 1.044434, 1.046443, 1.044523, 1.045117, 1.042187, 1.054454, 1.047753, 1.049621,
0161         1.054001, 1.067735, 1.058934, 1.056480, 1.067558, 1.092601, 1.075606, 1.082969, 1.119556, 1.487269, 1.163707, 1.220454, 1.211224, 1.245848, 1.245011, 1.276404, 1.320622, 1.317634,
0162         1.259293, 1.331703, 1.036507, 1.031687, 1.034341, 1.038718, 1.039960, 1.056759, 1.042963, 1.047073, 1.046287, 1.061804, 1.047322, 1.051865, 1.061811, 1.077710, 1.065041, 1.074170,
0163         1.110572, 1.409428, 1.161587, 1.209903, 1.200401, 1.237205, 1.239067, 1.274367, 1.311375, 1.309819, 1.206232, 1.281656, 1.034128, 1.028977, 1.031212, 1.032869, 1.032576, 1.048159,
0164         1.035764, 1.037963, 1.038160, 1.051300, 1.042707, 1.043292, 1.051796, 1.064664, 1.058869, 1.066773, 1.098222, 1.340830, 1.150792, 1.192509, 1.188802, 1.222087, 1.222194, 1.261393,
0165         1.296707, 1.293975, 1.098204, 1.090501, 1.024842, 1.022760, 1.023820, 1.023853, 1.025343, 1.037737, 1.029393, 1.028506, 1.030900, 1.041196, 1.031898, 1.034541, 1.040246, 1.054993,
0166         1.048250, 1.054786, 1.080644, 1.270714, 1.140567, 1.177924, 1.174622, 1.207597, 1.215113, 1.250065, 1.286407, 1.284189, 1.284189, 1.284189, 1.018863, 1.016991, 1.017559, 1.017933,
0167         1.019889, 1.027862, 1.020909, 1.022602, 1.024068, 1.031407, 1.025612, 1.027150, 1.033400, 1.043217, 1.039784, 1.044029, 1.063090, 1.203727, 1.127824, 1.157782, 1.153493, 1.179254,
0168         1.181702, 1.203665, 1.236615, 1.223496, 1.223496, 1.223496,
0169     ])
0170 caloStage2Params.layer1HCalScaleETBins = cms.vint32([6, 9, 12, 15, 20, 25, 30, 35, 40, 45, 55, 70, 256])
0171 caloStage2Params.layer1HCalScaleFactors = cms.vdouble([
0172         1.461291, 1.454625, 1.455598, 1.449939, 1.460976, 1.473480, 1.466595, 1.468804, 1.481637, 1.497836, 1.504469, 1.517996, 1.543596, 1.558518, 1.575825, 1.586335, 1.544925,
0173         1.389349, 1.396040, 1.439915, 1.398678, 1.441202, 1.451638, 1.471108, 1.491032, 1.530464, 1.654074, 1.650121, 1.375991, 1.376866, 1.374574, 1.372501, 1.375971, 1.388565,
0174         1.389183, 1.393546, 1.396302, 1.418089, 1.422244, 1.443768, 1.457298, 1.469873, 1.485083, 1.488035, 1.443898, 1.288701, 1.318062, 1.354571, 1.296165, 1.316493, 1.324791,
0175         1.329227, 1.329808, 1.347197, 1.385654, 1.367404, 1.330324, 1.330662, 1.332125, 1.334518, 1.330010, 1.343405, 1.346451, 1.346908, 1.349793, 1.374879, 1.374081, 1.391796,
0176         1.406290, 1.417394, 1.433500, 1.422528, 1.373563, 1.235496, 1.274484, 1.300781, 1.222220, 1.234458, 1.242407, 1.238218, 1.231158, 1.229238, 1.248514, 1.261873, 1.301111,
0177         1.303505, 1.304342, 1.300883, 1.301955, 1.312233, 1.316385, 1.317202, 1.315308, 1.335695, 1.342003, 1.353083, 1.362459, 1.370255, 1.379031, 1.369051, 1.319807, 1.199383,
0178         1.235890, 1.263149, 1.172396, 1.189026, 1.182243, 1.174765, 1.160341, 1.159067, 1.211505, 1.281201, 1.275768, 1.275028, 1.274251, 1.272298, 1.272090, 1.283374, 1.284263,
0179         1.283754, 1.283420, 1.301406, 1.301963, 1.309314, 1.315140, 1.319884, 1.327534, 1.312294, 1.264995, 1.168509, 1.199964, 1.223081, 1.121649, 1.128651, 1.126169, 1.112205,
0180         1.112272, 1.146819, 1.194809, 1.195220, 1.247213, 1.246675, 1.246937, 1.246958, 1.242936, 1.249726, 1.251084, 1.250033, 1.246985, 1.258533, 1.259635, 1.264881, 1.266468,
0181         1.266983, 1.271018, 1.255678, 1.213176, 1.138423, 1.164712, 1.181474, 1.075510, 1.076280, 1.074546, 1.080937, 1.122946, 1.131501, 1.111036, 1.110220, 1.225062, 1.224108,
0182         1.223705, 1.222218, 1.218175, 1.223123, 1.224592, 1.222768, 1.215725, 1.224004, 1.223652, 1.225737, 1.227469, 1.227681, 1.230391, 1.213227, 1.171645, 1.115248, 1.135580,
0183         1.145603, 1.037666, 1.051260, 1.080362, 1.099305, 1.088466, 1.075173, 1.056630, 1.032875, 1.202830, 1.204155, 1.203486, 1.201967, 1.194002, 1.197947, 1.198415, 1.196705,
0184         1.188166, 1.196680, 1.192931, 1.197918, 1.197352, 1.192337, 1.193319, 1.177775, 1.139192, 1.096009, 1.110544, 1.116609, 1.042172, 1.074235, 1.080403, 1.064799, 1.053359,
0185         1.037543, 1.006759, 1.006759, 1.188028, 1.183705, 1.183068, 1.180943, 1.176596, 1.180435, 1.176822, 1.172566, 1.167376, 1.172652, 1.171996, 1.172278, 1.170926, 1.164278,
0186         1.161894, 1.142646, 1.108552, 1.076311, 1.086825, 1.092867, 1.057110, 1.060453, 1.051915, 1.037153, 1.022450, 1.001390, 1.001390, 1.001390, 1.169376, 1.169865, 1.167855,
0187         1.166754, 1.159677, 1.161727, 1.161602, 1.159157, 1.149591, 1.155508, 1.150864, 1.150443, 1.147936, 1.137900, 1.131026, 1.112978, 1.080918, 1.061229, 1.066055, 1.073614,
0188         1.042392, 1.038032, 1.029904, 1.012558, 1.012558, 1.012558, 1.012558, 1.012558, 1.150175, 1.150513, 1.150216, 1.147693, 1.140891, 1.143654, 1.140204, 1.134718, 1.128271,
0189         1.127001, 1.122190, 1.119082, 1.114472, 1.102259, 1.089926, 1.075835, 1.045855, 1.041539, 1.044984, 1.046205, 1.015383, 1.011540, 1.001439, 1.001439, 1.001439, 1.001439,
0190         1.001439, 1.001439, 1.125661, 1.124191, 1.123250, 1.118812, 1.112736, 1.111236, 1.106057, 1.098389, 1.089647, 1.086947, 1.079851, 1.073968, 1.068117, 1.051795, 1.035960,
0191         1.021170, 1.001873, 1.014026, 1.014703, 1.023760, 1.023760, 1.023760, 1.023760, 1.023760, 1.023760, 1.023760, 1.023760, 1.023760, 1.090500, 1.089670, 1.086302, 1.082156,
0192         1.075398, 1.072158, 1.065357, 1.056707, 1.048909, 1.041525, 1.033163, 1.023515, 1.015901, 1.015901, 1.015901, 1.137542, 1.188167, 1.019230, 1.019230, 1.036922, 1.036922,
0193         1.036922, 1.036922, 1.036922, 1.036922, 1.036922, 1.036922, 1.036922,
0194     ])
0195 # HF 1x1 scale factors will be a 5*12 array:
0196 #  12 eta scale factors (30-41)
0197 #  in 5 REAL ET bins (5, 20, 30, 50, Max)
0198 #  So, index = etBin*12+ietaHF
0199 caloStage2Params.layer1HFScaleETBins = cms.vint32([5, 20, 30, 50, 256])
0200 caloStage2Params.layer1HFScaleFactors = cms.vdouble([
0201     1.00, 1.00, 1.00, 1.00, 1.00, 1.00, 1.00, 1.00, 1.00, 1.00, 1.00, 1.00,
0202     1.767080, 1.767080, 1.755186, 1.769951, 1.763527, 1.791043, 1.898787, 1.982235, 2.071074, 2.193011, 2.356886, 2.403384,
0203     2.170477, 2.170477, 2.123540, 2.019866, 1.907698, 1.963179, 1.989122, 2.035251, 2.184642, 2.436399, 2.810884, 2.923750,
0204     1.943941, 1.943941, 1.899826, 1.813950, 1.714978, 1.736184, 1.785928, 1.834211, 1.944230, 2.153565, 2.720887, 2.749795,
0205     1.679984, 1.679984, 1.669753, 1.601871, 1.547276, 1.577805, 1.611497, 1.670184, 1.775022, 1.937061, 2.488311, 2.618629,
0206     ])