Tue Apr 10 08:29:26 BST 2018 Linux cl019 2.6.32-696.20.1.el6.x86_64 #1 SMP Thu Jan 25 16:19:46 CET 2018 x86_64 x86_64 x86_64 GNU/Linux Submit Host pclx `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training/TMVA-TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25.txt' -> `train-config.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training/AllPhysTracksInEvent.txt' -> `./AllPhysTracksInEvent.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training/AllPhysTracksInEvent.txt' -> `./AllPhysTracksInEvent.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/TrackSelection/NoTrackPreSelection.txt' -> `./NoTrackPreSelection.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MVA-Configuration.txt' -> `MVA.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC2016Deuterons-TrainingFiles-Mixture-Cambridge.txt' -> `TrainingFiles-Mixture.txt' `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC2016Deuterons-TrainingFiles-Mixture-Cambridge.txt' -> `MC2016Deuterons-EvalFiles-Mixture.txt' Training in /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Downstream Will use ionice `/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-Run2-NoTkLikCDVelodEdx/GlobalPID_Deuteron_Downstream_ANN.txt' -> `./GlobalPID_Deuteron_Downstream_ANN.txt' 2018-04-10 08:29:33 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache' 2018-04-10 08:29:33 INFO | Network Config file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Downstream/GlobalPID_Deuteron_Downstream_ANN.txt 2018-04-10 08:29:33 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Downstream/train-config.txt 2018-04-10 08:29:33 INFO | Parsed EqualSigBck : Signal Fraction 0.25 2018-04-10 08:29:33 INFO | Particle type = Deuteron 2018-04-10 08:29:33 INFO | Background types = All 2018-04-10 08:29:33 INFO | Training Mix = EqualSigBck 2018-04-10 08:29:33 INFO | Track type = Downstream 2018-04-10 08:29:33 INFO | Track PresSel = NoTrackPreSelection.txt 2018-04-10 08:29:33 INFO | Network type = TMVA 2018-04-10 08:29:33 INFO | Ghost treatment = Ghosts Ghosts 2018-04-10 08:29:33 INFO | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2018-04-10 08:29:33 INFO | Reweighting = NoReweight 2018-04-10 08:29:33 INFO | Output file = GlobalPID_Deuteron_Downstream_TMVA.weights.xml 2018-04-10 08:29:33 INFO | Skipping input #TrackCloneDist 2018-04-10 08:29:33 INFO | Skipping input #RichAboveElThres 2018-04-10 08:29:33 INFO | Skipping input #RichAboveMuThres 2018-04-10 08:29:33 INFO | Creating selection from 'NoTrackPreSelection.txt' 2018-04-10 08:29:33 INFO | -> # very very loose. Essentially no cuts 2018-04-10 08:29:33 INFO | -> TrackP > 0 2018-04-10 08:29:33 INFO | -> TrackPt > 0 2018-04-10 08:29:33 INFO | Creating selection from 'AllPhysTracksInEvent.txt' 2018-04-10 08:29:33 INFO | -> !HasMC || MCVertexType==1 || MCVertexType==2 2018-04-10 08:29:33 INFO | Training sample size (excluding ghosts) = 1800000 2018-04-10 08:29:33 INFO | Evaluation sample size = 10000000 2018-04-10 08:29:33 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Downstream/MVA.txt 2018-04-10 08:29:33 INFO | -> NBTASK = CLA 2018-04-10 08:29:33 INFO | -> NBMOM = 0.0 2018-04-10 08:29:33 INFO | -> NBREG = ALL 2018-04-10 08:29:33 INFO | -> TMVAVALIDATIONFRAC = 0.3 2018-04-10 08:29:33 INFO | -> TMVATESTFRAC = 0.3 2018-04-10 08:29:33 INFO | -> MaxTrainSizeFactor = 1.5 2018-04-10 08:29:33 INFO | -> HiddenLayerScaleFactor = 1.3 2018-04-10 08:29:33 INFO | -> NumberHiddenLayers = 1 2018-04-10 08:29:33 INFO | -> GhostAcceptFraction = 0.05 2018-04-10 08:29:33 INFO | -> PionAcceptFraction = 1.0 2018-04-10 08:29:33 INFO | -> KaonAcceptFraction = 0.5 2018-04-10 08:29:33 INFO | -> ProtonAcceptFraction = 0.5 2018-04-10 08:29:33 INFO | -> ReuseTrainingFiles = 1 2018-04-10 08:29:33 INFO | -> TrainingYear = MC2016Deuterons 2018-04-10 08:29:33 INFO | -> TMVAMETHOD = MLP 2018-04-10 08:29:33 INFO | -> TMVAUSEREGULATOR = false 2018-04-10 08:29:33 INFO | -> TMVAMLPNCYCLES = 750 2018-04-10 08:29:33 INFO | -> TMVAVARTRANSFORM = Norm 2018-04-10 08:29:33 INFO | -> TMVAMLPNEURONTYPE = tanh 2018-04-10 08:29:33 INFO | -> TMVAMLPMETHOD = BP 2018-04-10 08:29:33 INFO | -> TMVAMLPESTIMATORTYPE = CE 2018-04-10 08:29:33 INFO | -> TMVAMLPCONVIMPROVE = 1e-16 2018-04-10 08:29:33 INFO | -> TMVAMLPCONVTEST = 15 2018-04-10 08:29:33 INFO | -> TMVABDTBOOSTTYPE = AdaBoost 2018-04-10 08:29:33 INFO | -> TMVABDTNTREES = 800 2018-04-10 08:29:33 INFO | -> TMVABDTPRUNEMETHOD = CostComplexity 2018-04-10 08:29:33 INFO | -> TMVABDTMAXTREEDEPTH = 3 2018-04-10 08:29:33 INFO | -> TMVADNNERRSTRAT = CROSSENTROPY 2018-04-10 08:29:33 INFO | -> TMVADNNTRAINCONFA = UNDEFINED 2018-04-10 08:29:33 INFO | -> TMVADNNTRAINCONFB = 2018-04-10 08:29:33 INFO | -> TMVADNNTRAINCONFC = 2018-04-10 08:29:33 INFO | -> TMVADNNLAYOUT = UNDEFINED 2018-04-10 08:29:33 INFO | -> TMVADNNWEIGHTINIT = XAVIERUNIFORM 2018-04-10 08:29:33 INFO | -> TMVADNNARCH = STANDARD 2018-04-10 08:29:33 INFO | Node layer two scale = 1.3 2018-04-10 08:29:33 INFO | Ghost Accept Fraction = 0.05 2018-04-10 08:29:33 INFO | Proton Accept Fraction = 0.5 2018-04-10 08:29:33 INFO | Kaon Accept Fraction = 0.5 2018-04-10 08:29:33 INFO | Pion Accept Fraction = 1 2018-04-10 08:29:33 INFO | Max Training sample size (with ghosts) = 2700000 2018-04-10 08:29:33 INFO | Training data year = MC2016Deuterons 2018-04-10 08:29:33 INFO | Evaluation data year = MC2016Deuterons 2018-04-10 08:29:33 INFO | TMVA Output ROOT file Downstream-Deuteron-TMVA.root 2018-04-10 08:29:33 INFO | TMVA testing fraction = 0.3 : Parsing option string: : ... "V:!Silent:!Color:!DrawProgressBar:AnalysisType=Classification" : The following options are set: : - By User: : V: "True" [Verbose flag] : Color: "False" [Flag for coloured screen output (default: True, if in batch mode: False)] : Silent: "False" [Batch mode: boolean silent flag inhibiting any output from TMVA after the creation of the factory class object (default: False)] : DrawProgressBar: "False" [Draw progress bar to display training, testing and evaluation schedule (default: True)] : AnalysisType: "Classification" [Set the analysis type (Classification, Regression, Multiclass, Auto) (default: Auto)] : - Default: : Transformations: "I" [List of transformations to test; formatting example: "Transformations=I;D;P;U;G,D", for identity, decorrelation, PCA, Uniform and Gaussianisation followed by decorrelation transformations] : Correlations: "False" [boolean to show correlation in output] : ROC: "True" [boolean to show ROC in output] : ModelPersistence: "True" [Option to save the trained model in xml file or using serialization]
DataSetInfo : [GlobalPID_DataSet] : Added class "Signal"
DataSetInfo : [GlobalPID_DataSet] : Added class "Background" 2018-04-10 08:29:33 INFO | Input TrackP Type F 2018-04-10 08:29:33 INFO | Input TrackPt Type F 2018-04-10 08:29:33 INFO | Input TrackChi2PerDof Type F 2018-04-10 08:29:33 INFO | Input TrackNumDof Type I 2018-04-10 08:29:33 INFO | Input TrackGhostProbability Type F 2018-04-10 08:29:33 INFO | Input TrackFitTChi2 Type F 2018-04-10 08:29:33 INFO | Input TrackFitTNDoF Type I 2018-04-10 08:29:33 INFO | Input RichUsedR1Gas Type I 2018-04-10 08:29:33 INFO | Input RichUsedR2Gas Type I 2018-04-10 08:29:33 INFO | Input RichAbovePiThres Type I 2018-04-10 08:29:33 INFO | Input RichAboveKaThres Type I 2018-04-10 08:29:33 INFO | Input RichAbovePrThres Type I 2018-04-10 08:29:33 INFO | Input RichDLLe Type F 2018-04-10 08:29:33 INFO | Input RichDLLmu Type F 2018-04-10 08:29:33 INFO | Input RichDLLk Type F 2018-04-10 08:29:33 INFO | Input RichDLLp Type F 2018-04-10 08:29:33 INFO | Input RichDLLd Type F 2018-04-10 08:29:33 INFO | Input RichDLLbt Type F 2018-04-10 08:29:33 INFO | Input MuonBkgLL Type F 2018-04-10 08:29:33 INFO | Input MuonMuLL Type F 2018-04-10 08:29:33 INFO | Input MuonIsMuon Type I 2018-04-10 08:29:33 INFO | Input MuonNShared Type I 2018-04-10 08:29:33 INFO | Input InAccMuon Type I 2018-04-10 08:29:33 INFO | Input MuonIsLooseMuon Type I 2018-04-10 08:29:33 INFO | Input InAccEcal Type I 2018-04-10 08:29:33 INFO | Input EcalPIDe Type F 2018-04-10 08:29:33 INFO | Input EcalPIDmu Type F 2018-04-10 08:29:33 INFO | Input InAccHcal Type I 2018-04-10 08:29:33 INFO | Input HcalPIDe Type F 2018-04-10 08:29:33 INFO | Input HcalPIDmu Type F 2018-04-10 08:29:33 INFO | Input PrsPIDe Type F 2018-04-10 08:29:33 INFO | Input Data file = TrainingFiles-Mixture.txt 2018-04-10 08:29:33 INFO | Using 255 data files 2018-04-10 08:29:33 INFO | Will prescale non deuterons by 0.05 2018-04-10 08:29:33 INFO | Training Datafile Selection hash = e87e06c331983693 2018-04-10 08:29:33 INFO | Target selected entries per file = 15748 2018-04-10 08:29:33 INFO | Using training file (1/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000022.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:34 INFO | -> Pre-selected 1374 entries from 4151 ( 33.1005 % ) 2018-04-10 08:29:34 INFO | -> Selected 366 entries ( 8.81715 % ). Overall 233 ( 0.0129444 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:34 INFO | Using training file (2/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000016.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:34 INFO | -> Pre-selected 524 entries from 1650 ( 31.7576 % ) 2018-04-10 08:29:34 INFO | -> Selected 181 entries ( 10.9697 % ). Overall 350 ( 0.0194444 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:34 INFO | Using training file (3/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000023.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:34 INFO | -> Pre-selected 1442 entries from 4423 ( 32.6023 % ) 2018-04-10 08:29:35 INFO | -> Selected 423 entries ( 9.56364 % ). Overall 626 ( 0.0347778 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:35 INFO | Using training file (4/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000085.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:35 INFO | -> Pre-selected 360 entries from 1125 ( 32 % ) 2018-04-10 08:29:35 INFO | -> Selected 112 entries ( 9.95556 % ). Overall 695 ( 0.0386111 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:35 INFO | Using training file (5/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000067.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:35 INFO | -> Pre-selected 1019 entries from 3151 ( 32.3389 % ) 2018-04-10 08:29:35 INFO | -> Selected 367 entries ( 11.6471 % ). Overall 923 ( 0.0512778 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:35 INFO | Using training file (6/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000028.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:35 INFO | -> Pre-selected 564 entries from 1726 ( 32.6767 % ) 2018-04-10 08:29:35 INFO | -> Selected 133 entries ( 7.70568 % ). Overall 1003 ( 0.0557222 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:35 INFO | Using training file (7/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000044.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:35 INFO | -> Pre-selected 1510 entries from 4459 ( 33.8641 % ) 2018-04-10 08:29:35 INFO | -> Selected 548 entries ( 12.2898 % ). Overall 1367 ( 0.0759444 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:35 INFO | Using training file (8/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000079.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:35 INFO | -> Pre-selected 1469 entries from 4430 ( 33.1603 % ) 2018-04-10 08:29:36 INFO | -> Selected 402 entries ( 9.07449 % ). Overall 1632 ( 0.0906667 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:36 INFO | Using training file (9/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000054.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:36 INFO | -> Pre-selected 1378 entries from 4339 ( 31.7585 % ) 2018-04-10 08:29:36 INFO | -> Selected 403 entries ( 9.28785 % ). Overall 1903 ( 0.105722 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:36 INFO | Using training file (10/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000025.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:36 INFO | -> Pre-selected 517 entries from 1644 ( 31.4477 % ) 2018-04-10 08:29:36 INFO | -> Selected 193 entries ( 11.7397 % ). Overall 2027 ( 0.112611 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:36 INFO | Using training file (11/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000101.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:36 INFO | -> Pre-selected 1096 entries from 3337 ( 32.8439 % ) 2018-04-10 08:29:36 INFO | -> Selected 315 entries ( 9.43962 % ). Overall 2231 ( 0.123944 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:36 INFO | Using training file (12/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000060.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:36 INFO | -> Pre-selected 1391 entries from 4415 ( 31.5062 % ) 2018-04-10 08:29:36 INFO | -> Selected 478 entries ( 10.8267 % ). Overall 2550 ( 0.141667 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:36 INFO | Using training file (13/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000036.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:36 INFO | -> Pre-selected 1398 entries from 4380 ( 31.9178 % ) 2018-04-10 08:29:37 INFO | -> Selected 414 entries ( 9.45205 % ). Overall 2810 ( 0.156111 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:37 INFO | Using training file (14/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000064.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:37 INFO | -> Pre-selected 1394 entries from 4474 ( 31.1578 % ) 2018-04-10 08:29:37 INFO | -> Selected 379 entries ( 8.47117 % ). Overall 3063 ( 0.170167 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:37 INFO | Using training file (15/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000105.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:37 INFO | -> Pre-selected 1452 entries from 4450 ( 32.6292 % ) 2018-04-10 08:29:37 INFO | -> Selected 431 entries ( 9.68539 % ). Overall 3342 ( 0.185667 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:37 INFO | Using training file (16/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000010.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:37 INFO | -> Pre-selected 532 entries from 1650 ( 32.2424 % ) 2018-04-10 08:29:37 INFO | -> Selected 143 entries ( 8.66667 % ). Overall 3436 ( 0.190889 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:37 INFO | Using training file (17/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000056.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:37 INFO | -> Pre-selected 1073 entries from 3189 ( 33.6469 % ) 2018-04-10 08:29:37 INFO | -> Selected 353 entries ( 11.0693 % ). Overall 3664 ( 0.203556 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:37 INFO | Using training file (18/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000086.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:37 INFO | -> Pre-selected 1039 entries from 3328 ( 31.22 % ) 2018-04-10 08:29:38 INFO | -> Selected 306 entries ( 9.19471 % ). Overall 3867 ( 0.214833 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:38 INFO | Using training file (19/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000099.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:38 INFO | -> Pre-selected 1514 entries from 4514 ( 33.5401 % ) 2018-04-10 08:29:38 INFO | -> Selected 558 entries ( 12.3615 % ). Overall 4208 ( 0.233778 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:38 INFO | Using training file (20/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000106.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:38 INFO | -> Pre-selected 1397 entries from 4246 ( 32.9016 % ) 2018-04-10 08:29:38 INFO | -> Selected 433 entries ( 10.1978 % ). Overall 4494 ( 0.249667 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:38 INFO | Using training file (21/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000006.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:38 INFO | -> Pre-selected 1398 entries from 4198 ( 33.3016 % ) 2018-04-10 08:29:38 INFO | -> Selected 423 entries ( 10.0762 % ). Overall 4780 ( 0.265556 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:38 INFO | Using training file (22/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000025.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:38 INFO | -> Pre-selected 1042 entries from 3212 ( 32.4408 % ) 2018-04-10 08:29:38 INFO | -> Selected 295 entries ( 9.18431 % ). Overall 4968 ( 0.276 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:38 INFO | Using training file (23/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000063.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:38 INFO | -> Pre-selected 1492 entries from 4428 ( 33.6947 % ) 2018-04-10 08:29:39 INFO | -> Selected 446 entries ( 10.0723 % ). Overall 5252 ( 0.291778 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:39 INFO | Using training file (24/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000087.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:39 INFO | -> Pre-selected 1408 entries from 4342 ( 32.4275 % ) 2018-04-10 08:29:39 INFO | -> Selected 451 entries ( 10.3869 % ). Overall 5561 ( 0.308944 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:39 INFO | Using training file (25/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000075.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:39 INFO | -> Pre-selected 1486 entries from 4462 ( 33.3035 % ) 2018-04-10 08:29:39 INFO | -> Selected 393 entries ( 8.80771 % ). Overall 5806 ( 0.322556 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:39 INFO | Using training file (26/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000002.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:39 INFO | -> Pre-selected 1086 entries from 3388 ( 32.0543 % ) 2018-04-10 08:29:39 INFO | -> Selected 258 entries ( 7.61511 % ). Overall 5969 ( 0.331611 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:39 INFO | Using training file (27/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000090.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:39 INFO | -> Pre-selected 1045 entries from 3114 ( 33.5581 % ) 2018-04-10 08:29:39 INFO | -> Selected 292 entries ( 9.37701 % ). Overall 6159 ( 0.342167 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:39 INFO | Using training file (28/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000069.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:39 INFO | -> Pre-selected 1529 entries from 4540 ( 33.6784 % ) 2018-04-10 08:29:40 INFO | -> Selected 487 entries ( 10.7269 % ). Overall 6469 ( 0.359389 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:40 INFO | Using training file (29/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000008.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:40 INFO | -> Pre-selected 560 entries from 1653 ( 33.8778 % ) 2018-04-10 08:29:40 INFO | -> Selected 149 entries ( 9.01391 % ). Overall 6567 ( 0.364833 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:40 INFO | Using training file (30/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000051.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:40 INFO | -> Pre-selected 1394 entries from 4346 ( 32.0755 % ) 2018-04-10 08:29:40 INFO | -> Selected 497 entries ( 11.4358 % ). Overall 6874 ( 0.381889 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:40 INFO | Using training file (31/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000003.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:40 INFO | -> Pre-selected 1492 entries from 4389 ( 33.9941 % ) 2018-04-10 08:29:40 INFO | -> Selected 443 entries ( 10.0934 % ). Overall 7164 ( 0.398 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:40 INFO | Using training file (32/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000070.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:40 INFO | -> Pre-selected 380 entries from 1183 ( 32.1217 % ) 2018-04-10 08:29:40 INFO | -> Selected 133 entries ( 11.2426 % ). Overall 7245 ( 0.4025 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:40 INFO | Using training file (33/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000030.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:40 INFO | -> Pre-selected 1047 entries from 3415 ( 30.6589 % ) 2018-04-10 08:29:40 INFO | -> Selected 290 entries ( 8.49195 % ). Overall 7441 ( 0.413389 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:40 INFO | Using training file (34/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000031.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:40 INFO | -> Pre-selected 1385 entries from 4246 ( 32.6189 % ) 2018-04-10 08:29:41 INFO | -> Selected 427 entries ( 10.0565 % ). Overall 7721 ( 0.428944 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:41 INFO | Using training file (35/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000015.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:41 INFO | -> Pre-selected 1486 entries from 4372 ( 33.989 % ) 2018-04-10 08:29:41 INFO | -> Selected 435 entries ( 9.94968 % ). Overall 8003 ( 0.444611 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:41 INFO | Using training file (36/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000027.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:41 INFO | -> Pre-selected 504 entries from 1605 ( 31.4019 % ) 2018-04-10 08:29:41 INFO | -> Selected 159 entries ( 9.90654 % ). Overall 8106 ( 0.450333 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:41 INFO | Using training file (37/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000011.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:41 INFO | -> Pre-selected 570 entries from 1649 ( 34.5664 % ) 2018-04-10 08:29:41 INFO | -> Selected 184 entries ( 11.1583 % ). Overall 8230 ( 0.457222 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:41 INFO | Using training file (38/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000057.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:41 INFO | -> Pre-selected 1495 entries from 4522 ( 33.0606 % ) 2018-04-10 08:29:41 INFO | -> Selected 443 entries ( 9.79655 % ). Overall 8516 ( 0.473111 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:41 INFO | Using training file (39/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000017.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:41 INFO | -> Pre-selected 1440 entries from 4448 ( 32.3741 % ) 2018-04-10 08:29:42 INFO | -> Selected 465 entries ( 10.4541 % ). Overall 8822 ( 0.490111 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:42 INFO | Using training file (40/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000098.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:42 INFO | -> Pre-selected 1127 entries from 3439 ( 32.7712 % ) 2018-04-10 08:29:42 INFO | -> Selected 346 entries ( 10.0611 % ). Overall 9021 ( 0.501167 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:42 INFO | Using training file (41/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000052.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:42 INFO | -> Pre-selected 1400 entries from 4283 ( 32.6874 % ) 2018-04-10 08:29:42 INFO | -> Selected 448 entries ( 10.46 % ). Overall 9329 ( 0.518278 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:42 INFO | Using training file (42/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000093.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:42 INFO | -> Pre-selected 1420 entries from 4257 ( 33.3568 % ) 2018-04-10 08:29:42 INFO | -> Selected 484 entries ( 11.3695 % ). Overall 9646 ( 0.535889 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:42 INFO | Using training file (43/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000111.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:42 INFO | -> Pre-selected 1425 entries from 4329 ( 32.9175 % ) 2018-04-10 08:29:42 INFO | -> Selected 497 entries ( 11.4807 % ). Overall 9961 ( 0.553389 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:42 INFO | Using training file (44/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000005.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:42 INFO | -> Pre-selected 1494 entries from 4520 ( 33.0531 % ) 2018-04-10 08:29:43 INFO | -> Selected 432 entries ( 9.55752 % ). Overall 10239 ( 0.568833 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:43 INFO | Using training file (45/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000018.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:43 INFO | -> Pre-selected 1476 entries from 4506 ( 32.7563 % ) 2018-04-10 08:29:43 INFO | -> Selected 399 entries ( 8.85486 % ). Overall 10499 ( 0.583278 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:43 INFO | Using training file (46/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000067.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:43 INFO | -> Pre-selected 1506 entries from 4519 ( 33.326 % ) 2018-04-10 08:29:43 INFO | -> Selected 384 entries ( 8.49746 % ). Overall 10746 ( 0.597 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:43 INFO | Using training file (47/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000075.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:43 INFO | -> Pre-selected 1479 entries from 4554 ( 32.4769 % ) 2018-04-10 08:29:43 INFO | -> Selected 408 entries ( 8.95916 % ). Overall 10986 ( 0.610333 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:43 INFO | Using training file (48/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000066.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:43 INFO | -> Pre-selected 973 entries from 2951 ( 32.9719 % ) 2018-04-10 08:29:43 INFO | -> Selected 290 entries ( 9.82718 % ). Overall 11179 ( 0.621056 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:43 INFO | Using training file (49/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000012.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:43 INFO | -> Pre-selected 1063 entries from 3323 ( 31.9892 % ) 2018-04-10 08:29:44 INFO | -> Selected 336 entries ( 10.1113 % ). Overall 11389 ( 0.632722 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:44 INFO | Using training file (50/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000096.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:44 INFO | -> Pre-selected 1420 entries from 4557 ( 31.1609 % ) 2018-04-10 08:29:44 INFO | -> Selected 398 entries ( 8.73382 % ). Overall 11657 ( 0.647611 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:44 INFO | Using training file (51/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000058.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:44 INFO | -> Pre-selected 1090 entries from 3303 ( 33.0003 % ) 2018-04-10 08:29:44 INFO | -> Selected 372 entries ( 11.2625 % ). Overall 11896 ( 0.660889 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:44 INFO | Using training file (52/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000037.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:44 INFO | -> Pre-selected 1362 entries from 4293 ( 31.7261 % ) 2018-04-10 08:29:44 INFO | -> Selected 372 entries ( 8.66527 % ). Overall 12138 ( 0.674333 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:44 INFO | Using training file (53/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000028.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:44 INFO | -> Pre-selected 1400 entries from 4198 ( 33.3492 % ) 2018-04-10 08:29:44 INFO | -> Selected 392 entries ( 9.33778 % ). Overall 12394 ( 0.688556 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:44 INFO | Using training file (54/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000021.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:44 INFO | -> Pre-selected 499 entries from 1585 ( 31.4826 % ) 2018-04-10 08:29:45 INFO | -> Selected 150 entries ( 9.46372 % ). Overall 12500 ( 0.694444 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:45 INFO | Using training file (55/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000081.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:45 INFO | -> Pre-selected 1475 entries from 4455 ( 33.1089 % ) 2018-04-10 08:29:45 INFO | -> Selected 420 entries ( 9.42761 % ). Overall 12760 ( 0.708889 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:45 INFO | Using training file (56/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000091.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:45 INFO | -> Pre-selected 1095 entries from 3487 ( 31.4024 % ) 2018-04-10 08:29:45 INFO | -> Selected 369 entries ( 10.5822 % ). Overall 12993 ( 0.721833 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:45 INFO | Using training file (57/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000108.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:45 INFO | -> Pre-selected 1441 entries from 4501 ( 32.0151 % ) 2018-04-10 08:29:45 INFO | -> Selected 432 entries ( 9.59787 % ). Overall 13264 ( 0.736889 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:45 INFO | Using training file (58/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000005.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:45 INFO | -> Pre-selected 1468 entries from 4433 ( 33.1153 % ) 2018-04-10 08:29:45 INFO | -> Selected 444 entries ( 10.0158 % ). Overall 13549 ( 0.752722 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:45 INFO | Using training file (59/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000055.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:45 INFO | -> Pre-selected 1378 entries from 4131 ( 33.3575 % ) 2018-04-10 08:29:46 INFO | -> Selected 354 entries ( 8.56935 % ). Overall 13772 ( 0.765111 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:46 INFO | Using training file (60/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000020.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:46 INFO | -> Pre-selected 1063 entries from 3460 ( 30.7225 % ) 2018-04-10 08:29:46 INFO | -> Selected 353 entries ( 10.2023 % ). Overall 13993 ( 0.777389 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:46 INFO | Using training file (61/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000034.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:46 INFO | -> Pre-selected 1439 entries from 4355 ( 33.0425 % ) 2018-04-10 08:29:46 INFO | -> Selected 413 entries ( 9.48335 % ). Overall 14260 ( 0.792222 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:46 INFO | Using training file (62/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000082.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:46 INFO | -> Pre-selected 1487 entries from 4373 ( 34.0041 % ) 2018-04-10 08:29:46 INFO | -> Selected 452 entries ( 10.3362 % ). Overall 14563 ( 0.809056 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:46 INFO | Using training file (63/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000074.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:46 INFO | -> Pre-selected 1441 entries from 4195 ( 34.3504 % ) 2018-04-10 08:29:46 INFO | -> Selected 428 entries ( 10.2026 % ). Overall 14836 ( 0.824222 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:46 INFO | Using training file (64/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000054.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:46 INFO | -> Pre-selected 1523 entries from 4430 ( 34.3792 % ) 2018-04-10 08:29:47 INFO | -> Selected 498 entries ( 11.2415 % ). Overall 15148 ( 0.841556 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:47 INFO | Using training file (65/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000061.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:47 INFO | -> Pre-selected 1075 entries from 3337 ( 32.2146 % ) 2018-04-10 08:29:47 INFO | -> Selected 358 entries ( 10.7282 % ). Overall 15377 ( 0.854278 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:47 INFO | Using training file (66/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000041.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:47 INFO | -> Pre-selected 1432 entries from 4567 ( 31.3554 % ) 2018-04-10 08:29:47 INFO | -> Selected 472 entries ( 10.335 % ). Overall 15669 ( 0.8705 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:47 INFO | Using training file (67/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000035.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:47 INFO | -> Pre-selected 1388 entries from 4401 ( 31.5383 % ) 2018-04-10 08:29:47 INFO | -> Selected 389 entries ( 8.8389 % ). Overall 15919 ( 0.884389 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:47 INFO | Using training file (68/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000013.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:47 INFO | -> Pre-selected 523 entries from 1589 ( 32.9138 % ) 2018-04-10 08:29:47 INFO | -> Selected 131 entries ( 8.24418 % ). Overall 16006 ( 0.889222 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:47 INFO | Using training file (69/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000062.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:47 INFO | -> Pre-selected 1076 entries from 3219 ( 33.4265 % ) 2018-04-10 08:29:48 INFO | -> Selected 359 entries ( 11.1525 % ). Overall 16233 ( 0.901833 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:48 INFO | Using training file (70/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000097.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:48 INFO | -> Pre-selected 1396 entries from 4303 ( 32.4425 % ) 2018-04-10 08:29:48 INFO | -> Selected 387 entries ( 8.99373 % ). Overall 16504 ( 0.916889 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:48 INFO | Using training file (71/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000088.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:48 INFO | -> Pre-selected 1147 entries from 3482 ( 32.9408 % ) 2018-04-10 08:29:48 INFO | -> Selected 397 entries ( 11.4015 % ). Overall 16773 ( 0.931833 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:48 INFO | Using training file (72/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000093.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:48 INFO | -> Pre-selected 1422 entries from 4409 ( 32.2522 % ) 2018-04-10 08:29:48 INFO | -> Selected 377 entries ( 8.55069 % ). Overall 17004 ( 0.944667 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:48 INFO | Using training file (73/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000046.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:48 INFO | -> Pre-selected 1440 entries from 4409 ( 32.6605 % ) 2018-04-10 08:29:48 INFO | -> Selected 386 entries ( 8.75482 % ). Overall 17249 ( 0.958278 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:48 INFO | Using training file (74/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000076.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:48 INFO | -> Pre-selected 1392 entries from 4320 ( 32.2222 % ) 2018-04-10 08:29:49 INFO | -> Selected 495 entries ( 11.4583 % ). Overall 17566 ( 0.975889 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:49 INFO | Using training file (75/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000027.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:49 INFO | -> Pre-selected 1471 entries from 4427 ( 33.2279 % ) 2018-04-10 08:29:49 INFO | -> Selected 501 entries ( 11.3169 % ). Overall 17893 ( 0.994056 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:49 INFO | Using training file (76/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000110.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:49 INFO | -> Pre-selected 1497 entries from 4477 ( 33.4376 % ) 2018-04-10 08:29:49 INFO | -> Selected 440 entries ( 9.82801 % ). Overall 18174 ( 1.00967 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:49 INFO | Using training file (77/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000018.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:49 INFO | -> Pre-selected 1380 entries from 4248 ( 32.4859 % ) 2018-04-10 08:29:49 INFO | -> Selected 413 entries ( 9.72222 % ). Overall 18433 ( 1.02406 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:49 INFO | Using training file (78/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000007.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:49 INFO | -> Pre-selected 565 entries from 1718 ( 32.8871 % ) 2018-04-10 08:29:49 INFO | -> Selected 217 entries ( 12.631 % ). Overall 18566 ( 1.03144 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:49 INFO | Using training file (79/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000000.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:49 INFO | -> Pre-selected 556 entries from 1620 ( 34.321 % ) 2018-04-10 08:29:49 INFO | -> Selected 158 entries ( 9.75309 % ). Overall 18677 ( 1.03761 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:49 INFO | Using training file (80/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000050.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:49 INFO | -> Pre-selected 1426 entries from 4286 ( 33.2711 % ) 2018-04-10 08:29:50 INFO | -> Selected 476 entries ( 11.1059 % ). Overall 18974 ( 1.05411 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:50 INFO | Using training file (81/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000097.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:50 INFO | -> Pre-selected 1474 entries from 4416 ( 33.3786 % ) 2018-04-10 08:29:50 INFO | -> Selected 403 entries ( 9.12591 % ). Overall 19233 ( 1.0685 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:50 INFO | Using training file (82/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000096.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:50 INFO | -> Pre-selected 1390 entries from 4324 ( 32.1462 % ) 2018-04-10 08:29:50 INFO | -> Selected 430 entries ( 9.9445 % ). Overall 19510 ( 1.08389 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:50 INFO | Using training file (83/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000029.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:50 INFO | -> Pre-selected 1420 entries from 4337 ( 32.7415 % ) 2018-04-10 08:29:50 INFO | -> Selected 373 entries ( 8.60042 % ). Overall 19750 ( 1.09722 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:50 INFO | Using training file (84/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000019.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:50 INFO | -> Pre-selected 532 entries from 1644 ( 32.3601 % ) 2018-04-10 08:29:50 INFO | -> Selected 182 entries ( 11.0706 % ). Overall 19867 ( 1.10372 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:50 INFO | Using training file (85/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000035.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:50 INFO | -> Pre-selected 1498 entries from 4393 ( 34.0997 % ) 2018-04-10 08:29:51 INFO | -> Selected 520 entries ( 11.837 % ). Overall 20181 ( 1.12117 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:51 INFO | Using training file (86/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000080.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:51 INFO | -> Pre-selected 1491 entries from 4534 ( 32.8849 % ) 2018-04-10 08:29:51 INFO | -> Selected 466 entries ( 10.2779 % ). Overall 20471 ( 1.13728 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:51 INFO | Using training file (87/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000024.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:51 INFO | -> Pre-selected 544 entries from 1635 ( 33.2722 % ) 2018-04-10 08:29:51 INFO | -> Selected 170 entries ( 10.3976 % ). Overall 20575 ( 1.14306 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:51 INFO | Using training file (88/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000053.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:51 INFO | -> Pre-selected 1413 entries from 4300 ( 32.8605 % ) 2018-04-10 08:29:51 INFO | -> Selected 427 entries ( 9.93023 % ). Overall 20858 ( 1.15878 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:51 INFO | Using training file (89/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000004.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:51 INFO | -> Pre-selected 1520 entries from 4662 ( 32.604 % ) 2018-04-10 08:29:51 INFO | -> Selected 488 entries ( 10.4676 % ). Overall 21157 ( 1.17539 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:51 INFO | Using training file (90/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000063.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:51 INFO | -> Pre-selected 1402 entries from 4239 ( 33.0738 % ) 2018-04-10 08:29:52 INFO | -> Selected 481 entries ( 11.347 % ). Overall 21466 ( 1.19256 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:52 INFO | Using training file (91/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000020.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:52 INFO | -> Pre-selected 524 entries from 1676 ( 31.2649 % ) 2018-04-10 08:29:52 INFO | -> Selected 147 entries ( 8.77088 % ). Overall 21556 ( 1.19756 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:52 INFO | Using training file (92/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000059.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:52 INFO | -> Pre-selected 1394 entries from 4380 ( 31.8265 % ) 2018-04-10 08:29:52 INFO | -> Selected 451 entries ( 10.2968 % ). Overall 21837 ( 1.21317 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:52 INFO | Using training file (93/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000071.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:52 INFO | -> Pre-selected 1444 entries from 4323 ( 33.4027 % ) 2018-04-10 08:29:52 INFO | -> Selected 412 entries ( 9.53042 % ). Overall 22093 ( 1.22739 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:52 INFO | Using training file (94/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000078.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:52 INFO | -> Pre-selected 1460 entries from 4620 ( 31.6017 % ) 2018-04-10 08:29:52 INFO | -> Selected 410 entries ( 8.87446 % ). Overall 22352 ( 1.24178 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:52 INFO | Using training file (95/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000066.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:52 INFO | -> Pre-selected 1426 entries from 4148 ( 34.378 % ) 2018-04-10 08:29:53 INFO | -> Selected 411 entries ( 9.90839 % ). Overall 22625 ( 1.25694 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:53 INFO | Using training file (96/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000072.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:53 INFO | -> Pre-selected 1520 entries from 4548 ( 33.4213 % ) 2018-04-10 08:29:53 INFO | -> Selected 492 entries ( 10.8179 % ). Overall 22922 ( 1.27344 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:53 INFO | Using training file (97/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000012.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:53 INFO | -> Pre-selected 550 entries from 1609 ( 34.1827 % ) 2018-04-10 08:29:53 INFO | -> Selected 192 entries ( 11.9329 % ). Overall 23051 ( 1.28061 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:53 INFO | Using training file (98/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000023.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:53 INFO | -> Pre-selected 1420 entries from 4372 ( 32.4794 % ) 2018-04-10 08:29:53 INFO | -> Selected 420 entries ( 9.60659 % ). Overall 23330 ( 1.29611 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:53 INFO | Using training file (99/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000110.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:53 INFO | -> Pre-selected 1515 entries from 4561 ( 33.2164 % ) 2018-04-10 08:29:54 INFO | -> Selected 451 entries ( 9.88818 % ). Overall 23615 ( 1.31194 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:54 INFO | Using training file (100/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000092.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:54 INFO | -> Pre-selected 1377 entries from 4248 ( 32.4153 % ) 2018-04-10 08:29:54 INFO | -> Selected 393 entries ( 9.25141 % ). Overall 23870 ( 1.32611 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:54 INFO | Using training file (101/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000023.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:54 INFO | -> Pre-selected 554 entries from 1613 ( 34.3459 % ) 2018-04-10 08:29:54 INFO | -> Selected 180 entries ( 11.1593 % ). Overall 23992 ( 1.33289 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:54 INFO | Using training file (102/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000111.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:54 INFO | -> Pre-selected 1011 entries from 3102 ( 32.5919 % ) 2018-04-10 08:29:54 INFO | -> Selected 326 entries ( 10.5093 % ). Overall 24209 ( 1.34494 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:54 INFO | Using training file (103/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000085.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:54 INFO | -> Pre-selected 1442 entries from 4366 ( 33.0279 % ) 2018-04-10 08:29:54 INFO | -> Selected 427 entries ( 9.78012 % ). Overall 24500 ( 1.36111 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:54 INFO | Using training file (104/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000059.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:54 INFO | -> Pre-selected 1504 entries from 4498 ( 33.4371 % ) 2018-04-10 08:29:55 INFO | -> Selected 458 entries ( 10.1823 % ). Overall 24800 ( 1.37778 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:55 INFO | Using training file (105/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000020.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:55 INFO | -> Pre-selected 1421 entries from 4411 ( 32.2149 % ) 2018-04-10 08:29:55 INFO | -> Selected 431 entries ( 9.77103 % ). Overall 25103 ( 1.39461 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:55 INFO | Using training file (106/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000016.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:55 INFO | -> Pre-selected 1493 entries from 4380 ( 34.0868 % ) 2018-04-10 08:29:55 INFO | -> Selected 458 entries ( 10.4566 % ). Overall 25399 ( 1.41106 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:55 INFO | Using training file (107/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000060.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:55 INFO | -> Pre-selected 1362 entries from 4210 ( 32.3515 % ) 2018-04-10 08:29:55 INFO | -> Selected 341 entries ( 8.09976 % ). Overall 25611 ( 1.42283 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:55 INFO | Using training file (108/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000045.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:55 INFO | -> Pre-selected 1424 entries from 4286 ( 33.2245 % ) 2018-04-10 08:29:55 INFO | -> Selected 343 entries ( 8.0028 % ). Overall 25831 ( 1.43506 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:55 INFO | Using training file (109/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000055.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:55 INFO | -> Pre-selected 1474 entries from 4585 ( 32.1483 % ) 2018-04-10 08:29:56 INFO | -> Selected 428 entries ( 9.33479 % ). Overall 26117 ( 1.45094 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:56 INFO | Using training file (110/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000009.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:56 INFO | -> Pre-selected 1385 entries from 4260 ( 32.5117 % ) 2018-04-10 08:29:56 INFO | -> Selected 447 entries ( 10.493 % ). Overall 26390 ( 1.46611 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:56 INFO | Using training file (111/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000108.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:56 INFO | -> Pre-selected 1097 entries from 3203 ( 34.2491 % ) 2018-04-10 08:29:56 INFO | -> Selected 351 entries ( 10.9585 % ). Overall 26625 ( 1.47917 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:56 INFO | Using training file (112/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000011.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:56 INFO | -> Pre-selected 1476 entries from 4343 ( 33.9857 % ) 2018-04-10 08:29:56 INFO | -> Selected 437 entries ( 10.0622 % ). Overall 26895 ( 1.49417 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:56 INFO | Using training file (113/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000029.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:56 INFO | -> Pre-selected 444 entries from 1439 ( 30.8548 % ) 2018-04-10 08:29:57 INFO | -> Selected 151 entries ( 10.4934 % ). Overall 26989 ( 1.49939 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:57 INFO | Using training file (114/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000015.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:57 INFO | -> Pre-selected 1092 entries from 3253 ( 33.569 % ) 2018-04-10 08:29:57 INFO | -> Selected 383 entries ( 11.7737 % ). Overall 27225 ( 1.5125 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:57 INFO | Using training file (115/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000019.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:57 INFO | -> Pre-selected 1433 entries from 4288 ( 33.4188 % ) 2018-04-10 08:29:57 INFO | -> Selected 366 entries ( 8.53545 % ). Overall 27465 ( 1.52583 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:57 INFO | Using training file (116/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000010.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:57 INFO | -> Pre-selected 1493 entries from 4449 ( 33.5581 % ) 2018-04-10 08:29:57 INFO | -> Selected 408 entries ( 9.1706 % ). Overall 27736 ( 1.54089 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:57 INFO | Using training file (117/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000004.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:57 INFO | -> Pre-selected 698 entries from 2200 ( 31.7273 % ) 2018-04-10 08:29:57 INFO | -> Selected 212 entries ( 9.63636 % ). Overall 27858 ( 1.54767 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:57 INFO | Using training file (118/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000047.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:57 INFO | -> Pre-selected 1455 entries from 4409 ( 33.0007 % ) 2018-04-10 08:29:58 INFO | -> Selected 391 entries ( 8.86822 % ). Overall 28106 ( 1.56144 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:58 INFO | Using training file (119/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000007.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:58 INFO | -> Pre-selected 788 entries from 2289 ( 34.4255 % ) 2018-04-10 08:29:58 INFO | -> Selected 269 entries ( 11.7519 % ). Overall 28281 ( 1.57117 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:58 INFO | Using training file (120/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000092.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:58 INFO | -> Pre-selected 1476 entries from 4483 ( 32.9244 % ) 2018-04-10 08:29:58 INFO | -> Selected 494 entries ( 11.0194 % ). Overall 28599 ( 1.58883 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:58 INFO | Using training file (121/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000107.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:58 INFO | -> Pre-selected 1115 entries from 3277 ( 34.025 % ) 2018-04-10 08:29:58 INFO | -> Selected 332 entries ( 10.1312 % ). Overall 28808 ( 1.60044 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:58 INFO | Using training file (122/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000026.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:58 INFO | -> Pre-selected 1100 entries from 3213 ( 34.2359 % ) 2018-04-10 08:29:59 INFO | -> Selected 346 entries ( 10.7688 % ). Overall 29031 ( 1.61283 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:59 INFO | Using training file (123/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000039.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:59 INFO | -> Pre-selected 1531 entries from 4527 ( 33.8193 % ) 2018-04-10 08:29:59 INFO | -> Selected 447 entries ( 9.87409 % ). Overall 29332 ( 1.62956 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:59 INFO | Using training file (124/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000002.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:59 INFO | -> Pre-selected 590 entries from 1723 ( 34.2426 % ) 2018-04-10 08:29:59 INFO | -> Selected 208 entries ( 12.072 % ). Overall 29456 ( 1.63644 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:59 INFO | Using training file (125/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000006.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:59 INFO | -> Pre-selected 1077 entries from 3371 ( 31.949 % ) 2018-04-10 08:29:59 INFO | -> Selected 321 entries ( 9.5224 % ). Overall 29671 ( 1.64839 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:59 INFO | Using training file (126/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000053.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:59 INFO | -> Pre-selected 1430 entries from 4453 ( 32.1132 % ) 2018-04-10 08:29:59 INFO | -> Selected 423 entries ( 9.49921 % ). Overall 29942 ( 1.66344 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:29:59 INFO | Using training file (127/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000049.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:29:59 INFO | -> Pre-selected 1505 entries from 4596 ( 32.7459 % ) 2018-04-10 08:30:00 INFO | -> Selected 470 entries ( 10.2263 % ). Overall 30241 ( 1.68006 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:00 INFO | Using training file (128/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000038.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:00 INFO | -> Pre-selected 1417 entries from 4240 ( 33.4198 % ) 2018-04-10 08:30:00 INFO | -> Selected 428 entries ( 10.0943 % ). Overall 30509 ( 1.69494 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:00 INFO | Using training file (129/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000086.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:00 INFO | -> Pre-selected 1393 entries from 4214 ( 33.0565 % ) 2018-04-10 08:30:00 INFO | -> Selected 509 entries ( 12.0788 % ). Overall 30848 ( 1.71378 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:00 INFO | Using training file (130/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000046.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:00 INFO | -> Pre-selected 1337 entries from 4042 ( 33.0777 % ) 2018-04-10 08:30:00 INFO | -> Selected 431 entries ( 10.663 % ). Overall 31134 ( 1.72967 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:00 INFO | Using training file (131/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000038.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:00 INFO | -> Pre-selected 1103 entries from 3308 ( 33.3434 % ) 2018-04-10 08:30:01 INFO | -> Selected 323 entries ( 9.76421 % ). Overall 31339 ( 1.74106 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:01 INFO | Using training file (132/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000032.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:01 INFO | -> Pre-selected 1422 entries from 4333 ( 32.8179 % ) 2018-04-10 08:30:01 INFO | -> Selected 503 entries ( 11.6086 % ). Overall 31656 ( 1.75867 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:01 INFO | Using training file (133/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000094.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:01 INFO | -> Pre-selected 1508 entries from 4571 ( 32.9906 % ) 2018-04-10 08:30:01 INFO | -> Selected 374 entries ( 8.18202 % ). Overall 31907 ( 1.77261 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:01 INFO | Using training file (134/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000112.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:01 INFO | -> Pre-selected 1515 entries from 4401 ( 34.424 % ) 2018-04-10 08:30:01 INFO | -> Selected 425 entries ( 9.6569 % ). Overall 32199 ( 1.78883 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:01 INFO | Using training file (135/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000089.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:01 INFO | -> Pre-selected 1443 entries from 4355 ( 33.1343 % ) 2018-04-10 08:30:01 INFO | -> Selected 412 entries ( 9.46039 % ). Overall 32443 ( 1.80239 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:01 INFO | Using training file (136/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000104.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:01 INFO | -> Pre-selected 1414 entries from 4294 ( 32.9297 % ) 2018-04-10 08:30:02 INFO | -> Selected 425 entries ( 9.89753 % ). Overall 32719 ( 1.81772 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:02 INFO | Using training file (137/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000039.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:02 INFO | -> Pre-selected 1432 entries from 4350 ( 32.9195 % ) 2018-04-10 08:30:02 INFO | -> Selected 457 entries ( 10.5057 % ). Overall 33012 ( 1.834 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:02 INFO | Using training file (138/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000040.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:02 INFO | -> Pre-selected 1172 entries from 3654 ( 32.0744 % ) 2018-04-10 08:30:02 INFO | -> Selected 378 entries ( 10.3448 % ). Overall 33242 ( 1.84678 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:02 INFO | Using training file (139/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000091.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:02 INFO | -> Pre-selected 1382 entries from 4284 ( 32.2596 % ) 2018-04-10 08:30:02 INFO | -> Selected 437 entries ( 10.2007 % ). Overall 33540 ( 1.86333 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:02 INFO | Using training file (140/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000030.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:02 INFO | -> Pre-selected 1461 entries from 4565 ( 32.0044 % ) 2018-04-10 08:30:03 INFO | -> Selected 468 entries ( 10.2519 % ). Overall 33831 ( 1.8795 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:03 INFO | Using training file (141/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000026.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:03 INFO | -> Pre-selected 533 entries from 1586 ( 33.6066 % ) 2018-04-10 08:30:03 INFO | -> Selected 144 entries ( 9.07945 % ). Overall 33925 ( 1.88472 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:03 INFO | Using training file (142/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000079.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:03 INFO | -> Pre-selected 1421 entries from 4262 ( 33.3412 % ) 2018-04-10 08:30:03 INFO | -> Selected 333 entries ( 7.81323 % ). Overall 34140 ( 1.89667 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:03 INFO | Using training file (143/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000087.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:03 INFO | -> Pre-selected 1510 entries from 4553 ( 33.1649 % ) 2018-04-10 08:30:03 INFO | -> Selected 362 entries ( 7.9508 % ). Overall 34363 ( 1.90906 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:03 INFO | Using training file (144/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000073.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:03 INFO | -> Pre-selected 1383 entries from 4355 ( 31.7566 % ) 2018-04-10 08:30:03 INFO | -> Selected 461 entries ( 10.5855 % ). Overall 34653 ( 1.92517 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:03 INFO | Using training file (145/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000088.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:03 INFO | -> Pre-selected 1367 entries from 4246 ( 32.195 % ) 2018-04-10 08:30:03 INFO | -> Selected 447 entries ( 10.5276 % ). Overall 34932 ( 1.94067 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:04 INFO | Using training file (146/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000068.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:04 INFO | -> Pre-selected 1322 entries from 3975 ( 33.2579 % ) 2018-04-10 08:30:04 INFO | -> Selected 362 entries ( 9.10692 % ). Overall 35163 ( 1.9535 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:04 INFO | Using training file (147/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000073.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:04 INFO | -> Pre-selected 1139 entries from 3622 ( 31.4467 % ) 2018-04-10 08:30:04 INFO | -> Selected 265 entries ( 7.3164 % ). Overall 35336 ( 1.96311 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:04 INFO | Using training file (148/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000098.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:04 INFO | -> Pre-selected 1478 entries from 4485 ( 32.9543 % ) 2018-04-10 08:30:04 INFO | -> Selected 471 entries ( 10.5017 % ). Overall 35645 ( 1.98028 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:04 INFO | Using training file (149/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000102.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:04 INFO | -> Pre-selected 1409 entries from 4317 ( 32.6384 % ) 2018-04-10 08:30:04 INFO | -> Selected 335 entries ( 7.76002 % ). Overall 35859 ( 1.99217 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:04 INFO | Using training file (150/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000056.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:04 INFO | -> Pre-selected 1427 entries from 4254 ( 33.5449 % ) 2018-04-10 08:30:05 INFO | -> Selected 529 entries ( 12.4354 % ). Overall 36217 ( 2.01206 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:05 INFO | Using training file (151/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000044.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:05 INFO | -> Pre-selected 1119 entries from 3362 ( 33.2838 % ) 2018-04-10 08:30:05 INFO | -> Selected 358 entries ( 10.6484 % ). Overall 36449 ( 2.02494 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:05 INFO | Using training file (152/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000048.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:05 INFO | -> Pre-selected 1405 entries from 4334 ( 32.4181 % ) 2018-04-10 08:30:05 INFO | -> Selected 382 entries ( 8.81403 % ). Overall 36682 ( 2.03789 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:05 INFO | Using training file (153/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000018.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:05 INFO | -> Pre-selected 526 entries from 1620 ( 32.4691 % ) 2018-04-10 08:30:05 INFO | -> Selected 184 entries ( 11.358 % ). Overall 36793 ( 2.04406 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:05 INFO | Using training file (154/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000095.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:05 INFO | -> Pre-selected 1404 entries from 4220 ( 33.2701 % ) 2018-04-10 08:30:05 INFO | -> Selected 384 entries ( 9.09953 % ). Overall 37038 ( 2.05767 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:05 INFO | Using training file (155/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000043.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:05 INFO | -> Pre-selected 777 entries from 2240 ( 34.6875 % ) 2018-04-10 08:30:06 INFO | -> Selected 216 entries ( 9.64286 % ). Overall 37180 ( 2.06556 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:06 INFO | Using training file (156/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000084.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:06 INFO | -> Pre-selected 1093 entries from 3376 ( 32.3756 % ) 2018-04-10 08:30:06 INFO | -> Selected 354 entries ( 10.4858 % ). Overall 37420 ( 2.07889 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:06 INFO | Using training file (157/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000014.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:06 INFO | -> Pre-selected 1455 entries from 4347 ( 33.4714 % ) 2018-04-10 08:30:06 INFO | -> Selected 498 entries ( 11.4562 % ). Overall 37741 ( 2.09672 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:06 INFO | Using training file (158/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000082.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:06 INFO | -> Pre-selected 1464 entries from 4468 ( 32.7663 % ) 2018-04-10 08:30:06 INFO | -> Selected 448 entries ( 10.0269 % ). Overall 38023 ( 2.11239 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:06 INFO | Using training file (159/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000061.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:06 INFO | -> Pre-selected 1086 entries from 3330 ( 32.6126 % ) 2018-04-10 08:30:06 INFO | -> Selected 316 entries ( 9.48949 % ). Overall 38222 ( 2.12344 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:06 INFO | Using training file (160/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000015.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:06 INFO | -> Pre-selected 487 entries from 1582 ( 30.7838 % ) 2018-04-10 08:30:07 INFO | -> Selected 154 entries ( 9.73451 % ). Overall 38324 ( 2.12911 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:07 INFO | Using training file (161/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000049.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:07 INFO | -> Pre-selected 1040 entries from 3148 ( 33.0368 % ) 2018-04-10 08:30:07 INFO | -> Selected 290 entries ( 9.2122 % ). Overall 38517 ( 2.13983 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:07 INFO | Using training file (162/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000104.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:07 INFO | -> Pre-selected 1122 entries from 3544 ( 31.6591 % ) 2018-04-10 08:30:07 INFO | -> Selected 313 entries ( 8.83183 % ). Overall 38722 ( 2.15122 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:07 INFO | Using training file (163/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000021.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:07 INFO | -> Pre-selected 1473 entries from 4416 ( 33.356 % ) 2018-04-10 08:30:07 INFO | -> Selected 418 entries ( 9.46558 % ). Overall 38986 ( 2.16589 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:07 INFO | Using training file (164/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000025.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:07 INFO | -> Pre-selected 1535 entries from 4635 ( 33.1176 % ) 2018-04-10 08:30:07 INFO | -> Selected 475 entries ( 10.2481 % ). Overall 39283 ( 2.18239 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:07 INFO | Using training file (165/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000105.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:07 INFO | -> Pre-selected 1500 entries from 4575 ( 32.7869 % ) 2018-04-10 08:30:08 INFO | -> Selected 420 entries ( 9.18033 % ). Overall 39547 ( 2.19706 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:08 INFO | Using training file (166/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000024.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:08 INFO | -> Pre-selected 1152 entries from 3412 ( 33.7632 % ) 2018-04-10 08:30:08 INFO | -> Selected 363 entries ( 10.6389 % ). Overall 39780 ( 2.21 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:08 INFO | Using training file (167/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000047.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:08 INFO | -> Pre-selected 1403 entries from 4143 ( 33.8643 % ) 2018-04-10 08:30:08 INFO | -> Selected 400 entries ( 9.65484 % ). Overall 40050 ( 2.225 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:08 INFO | Using training file (168/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000083.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:08 INFO | -> Pre-selected 1216 entries from 3663 ( 33.1968 % ) 2018-04-10 08:30:08 INFO | -> Selected 373 entries ( 10.1829 % ). Overall 40310 ( 2.23944 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:08 INFO | Using training file (169/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000016.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:08 INFO | -> Pre-selected 1428 entries from 4509 ( 31.67 % ) 2018-04-10 08:30:08 INFO | -> Selected 341 entries ( 7.56265 % ). Overall 40522 ( 2.25122 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:08 INFO | Using training file (170/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000058.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:08 INFO | -> Pre-selected 1462 entries from 4385 ( 33.3409 % ) 2018-04-10 08:30:09 INFO | -> Selected 445 entries ( 10.1482 % ). Overall 40824 ( 2.268 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:09 INFO | Using training file (171/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000103.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:09 INFO | -> Pre-selected 1076 entries from 3234 ( 33.2715 % ) 2018-04-10 08:30:09 INFO | -> Selected 270 entries ( 8.34879 % ). Overall 41003 ( 2.27794 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:09 INFO | Using training file (172/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000014.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:09 INFO | -> Pre-selected 1107 entries from 3304 ( 33.5048 % ) 2018-04-10 08:30:09 INFO | -> Selected 370 entries ( 11.1985 % ). Overall 41234 ( 2.29078 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:09 INFO | Using training file (173/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000004.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:09 INFO | -> Pre-selected 486 entries from 1578 ( 30.7985 % ) 2018-04-10 08:30:09 INFO | -> Selected 149 entries ( 9.44233 % ). Overall 41331 ( 2.29617 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:09 INFO | Using training file (174/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000074.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:09 INFO | -> Pre-selected 1141 entries from 3308 ( 34.4921 % ) 2018-04-10 08:30:09 INFO | -> Selected 332 entries ( 10.0363 % ). Overall 41546 ( 2.30811 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:09 INFO | Using training file (175/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000045.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:09 INFO | -> Pre-selected 1385 entries from 4311 ( 32.1271 % ) 2018-04-10 08:30:09 INFO | -> Selected 397 entries ( 9.209 % ). Overall 41804 ( 2.32244 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:09 INFO | Using training file (176/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000114.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:09 INFO | -> Pre-selected 1510 entries from 4543 ( 33.2379 % ) 2018-04-10 08:30:10 INFO | -> Selected 459 entries ( 10.1035 % ). Overall 42088 ( 2.33822 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:10 INFO | Using training file (177/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000022.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:10 INFO | -> Pre-selected 524 entries from 1618 ( 32.3857 % ) 2018-04-10 08:30:10 INFO | -> Selected 178 entries ( 11.0012 % ). Overall 42190 ( 2.34389 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:10 INFO | Using training file (178/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000027.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:10 INFO | -> Pre-selected 1448 entries from 4259 ( 33.9986 % ) 2018-04-10 08:30:10 INFO | -> Selected 483 entries ( 11.3407 % ). Overall 42505 ( 2.36139 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:10 INFO | Using training file (179/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000026.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:10 INFO | -> Pre-selected 1409 entries from 4216 ( 33.4203 % ) 2018-04-10 08:30:10 INFO | -> Selected 405 entries ( 9.60626 % ). Overall 42757 ( 2.37539 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:10 INFO | Using training file (180/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000017.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:10 INFO | -> Pre-selected 1439 entries from 4449 ( 32.3443 % ) 2018-04-10 08:30:11 INFO | -> Selected 382 entries ( 8.5862 % ). Overall 43009 ( 2.38939 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:11 INFO | Using training file (181/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000008.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:11 INFO | -> Pre-selected 1443 entries from 4435 ( 32.5366 % ) 2018-04-10 08:30:11 INFO | -> Selected 400 entries ( 9.01917 % ). Overall 43259 ( 2.40328 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:11 INFO | Using training file (182/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000071.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:11 INFO | -> Pre-selected 1291 entries from 3853 ( 33.5064 % ) 2018-04-10 08:30:11 INFO | -> Selected 451 entries ( 11.7052 % ). Overall 43540 ( 2.41889 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:11 INFO | Using training file (183/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000077.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:11 INFO | -> Pre-selected 1470 entries from 4453 ( 33.0115 % ) 2018-04-10 08:30:11 INFO | -> Selected 480 entries ( 10.7792 % ). Overall 43843 ( 2.43572 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:11 INFO | Using training file (184/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000033.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:11 INFO | -> Pre-selected 1005 entries from 3104 ( 32.3776 % ) 2018-04-10 08:30:11 INFO | -> Selected 250 entries ( 8.05412 % ). Overall 43995 ( 2.44417 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:11 INFO | Using training file (185/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000003.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:11 INFO | -> Pre-selected 1450 entries from 4450 ( 32.5843 % ) 2018-04-10 08:30:12 INFO | -> Selected 409 entries ( 9.19101 % ). Overall 44243 ( 2.45794 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:12 INFO | Using training file (186/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000009.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:12 INFO | -> Pre-selected 764 entries from 2266 ( 33.7158 % ) 2018-04-10 08:30:12 INFO | -> Selected 212 entries ( 9.35569 % ). Overall 44392 ( 2.46622 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:12 INFO | Using training file (187/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000090.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:12 INFO | -> Pre-selected 1472 entries from 4426 ( 33.258 % ) 2018-04-10 08:30:12 INFO | -> Selected 402 entries ( 9.08269 % ). Overall 44642 ( 2.48011 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:12 INFO | Using training file (188/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000010.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:12 INFO | -> Pre-selected 1500 entries from 4541 ( 33.0324 % ) 2018-04-10 08:30:12 INFO | -> Selected 421 entries ( 9.27109 % ). Overall 44908 ( 2.49489 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:12 INFO | Using training file (189/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000052.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:12 INFO | -> Pre-selected 1398 entries from 4289 ( 32.595 % ) 2018-04-10 08:30:12 INFO | -> Selected 436 entries ( 10.1655 % ). Overall 45194 ( 2.51078 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:12 INFO | Using training file (190/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000032.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:12 INFO | -> Pre-selected 1387 entries from 4212 ( 32.9297 % ) 2018-04-10 08:30:13 INFO | -> Selected 441 entries ( 10.4701 % ). Overall 45470 ( 2.52611 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:13 INFO | Using training file (191/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000029.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:13 INFO | -> Pre-selected 1450 entries from 4321 ( 33.557 % ) 2018-04-10 08:30:13 INFO | -> Selected 420 entries ( 9.71997 % ). Overall 45725 ( 2.54028 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:13 INFO | Using training file (192/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000057.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:13 INFO | -> Pre-selected 1450 entries from 4427 ( 32.7536 % ) 2018-04-10 08:30:13 INFO | -> Selected 448 entries ( 10.1197 % ). Overall 46009 ( 2.55606 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:13 INFO | Using training file (193/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000013.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:13 INFO | -> Pre-selected 1437 entries from 4384 ( 32.7783 % ) 2018-04-10 08:30:13 INFO | -> Selected 429 entries ( 9.78558 % ). Overall 46278 ( 2.571 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:13 INFO | Using training file (194/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000001.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:13 INFO | -> Pre-selected 1458 entries from 4323 ( 33.7266 % ) 2018-04-10 08:30:14 INFO | -> Selected 485 entries ( 11.2191 % ). Overall 46579 ( 2.58772 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:14 INFO | Using training file (195/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000013.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:14 INFO | -> Pre-selected 1577 entries from 4694 ( 33.5961 % ) 2018-04-10 08:30:14 INFO | -> Selected 484 entries ( 10.311 % ). Overall 46875 ( 2.60417 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:14 INFO | Using training file (196/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000078.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:14 INFO | -> Pre-selected 1444 entries from 4425 ( 32.6328 % ) 2018-04-10 08:30:14 INFO | -> Selected 425 entries ( 9.60452 % ). Overall 47154 ( 2.61967 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:14 INFO | Using training file (197/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000070.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:14 INFO | -> Pre-selected 1377 entries from 4365 ( 31.5464 % ) 2018-04-10 08:30:14 INFO | -> Selected 476 entries ( 10.9049 % ). Overall 47453 ( 2.63628 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:14 INFO | Using training file (198/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000076.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:14 INFO | -> Pre-selected 1502 entries from 4465 ( 33.6394 % ) 2018-04-10 08:30:14 INFO | -> Selected 475 entries ( 10.6383 % ). Overall 47748 ( 2.65267 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:14 INFO | Using training file (199/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000101.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:14 INFO | -> Pre-selected 1489 entries from 4521 ( 32.9352 % ) 2018-04-10 08:30:15 INFO | -> Selected 518 entries ( 11.4576 % ). Overall 48082 ( 2.67122 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:15 INFO | Using training file (200/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000036.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:15 INFO | -> Pre-selected 1424 entries from 4249 ( 33.5138 % ) 2018-04-10 08:30:15 INFO | -> Selected 410 entries ( 9.64933 % ). Overall 48359 ( 2.68661 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:15 INFO | Using training file (201/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000041.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:15 INFO | -> Pre-selected 1446 entries from 4499 ( 32.1405 % ) 2018-04-10 08:30:15 INFO | -> Selected 419 entries ( 9.31318 % ). Overall 48630 ( 2.70167 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:15 INFO | Using training file (202/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000009.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:15 INFO | -> Pre-selected 488 entries from 1619 ( 30.1421 % ) 2018-04-10 08:30:15 INFO | -> Selected 157 entries ( 9.69734 % ). Overall 48730 ( 2.70722 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:15 INFO | Using training file (203/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000072.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:15 INFO | -> Pre-selected 1458 entries from 4441 ( 32.8304 % ) 2018-04-10 08:30:15 INFO | -> Selected 424 entries ( 9.5474 % ). Overall 49007 ( 2.72261 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:15 INFO | Using training file (204/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000022.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:15 INFO | -> Pre-selected 1492 entries from 4361 ( 34.2123 % ) 2018-04-10 08:30:16 INFO | -> Selected 488 entries ( 11.1901 % ). Overall 49324 ( 2.74022 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:16 INFO | Using training file (205/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000083.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:16 INFO | -> Pre-selected 1377 entries from 4258 ( 32.3391 % ) 2018-04-10 08:30:16 INFO | -> Selected 442 entries ( 10.3805 % ). Overall 49613 ( 2.75628 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:16 INFO | Using training file (206/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000034.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:16 INFO | -> Pre-selected 1170 entries from 3501 ( 33.419 % ) 2018-04-10 08:30:16 INFO | -> Selected 328 entries ( 9.36875 % ). Overall 49828 ( 2.76822 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:16 INFO | Using training file (207/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000042.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:16 INFO | -> Pre-selected 1379 entries from 4263 ( 32.3481 % ) 2018-04-10 08:30:16 INFO | -> Selected 397 entries ( 9.31269 % ). Overall 50088 ( 2.78267 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:16 INFO | Using training file (208/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000068.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:16 INFO | -> Pre-selected 720 entries from 2157 ( 33.3797 % ) 2018-04-10 08:30:16 INFO | -> Selected 235 entries ( 10.8948 % ). Overall 50234 ( 2.79078 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:17 INFO | Using training file (209/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000037.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:17 INFO | -> Pre-selected 1531 entries from 4503 ( 33.9996 % ) 2018-04-10 08:30:17 INFO | -> Selected 481 entries ( 10.6818 % ). Overall 50533 ( 2.80739 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:17 INFO | Using training file (210/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000001.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:17 INFO | -> Pre-selected 1476 entries from 4607 ( 32.0382 % ) 2018-04-10 08:30:17 INFO | -> Selected 415 entries ( 9.00803 % ). Overall 50799 ( 2.82217 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:17 INFO | Using training file (211/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000028.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:17 INFO | -> Pre-selected 1460 entries from 4287 ( 34.0564 % ) 2018-04-10 08:30:17 INFO | -> Selected 397 entries ( 9.26056 % ). Overall 51061 ( 2.83672 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:17 INFO | Using training file (212/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000103.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:17 INFO | -> Pre-selected 1512 entries from 4540 ( 33.304 % ) 2018-04-10 08:30:17 INFO | -> Selected 453 entries ( 9.97797 % ). Overall 51358 ( 2.85322 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:17 INFO | Using training file (213/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000051.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:17 INFO | -> Pre-selected 1105 entries from 3185 ( 34.6939 % ) 2018-04-10 08:30:18 INFO | -> Selected 313 entries ( 9.82732 % ). Overall 51572 ( 2.86511 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:18 INFO | Using training file (214/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000006.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:18 INFO | -> Pre-selected 506 entries from 1625 ( 31.1385 % ) 2018-04-10 08:30:18 INFO | -> Selected 164 entries ( 10.0923 % ). Overall 51683 ( 2.87128 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:18 INFO | Using training file (215/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000062.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:18 INFO | -> Pre-selected 1451 entries from 4365 ( 33.2417 % ) 2018-04-10 08:30:18 INFO | -> Selected 385 entries ( 8.82016 % ). Overall 51943 ( 2.88572 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:18 INFO | Using training file (216/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000099.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:18 INFO | -> Pre-selected 1459 entries from 4402 ( 33.144 % ) 2018-04-10 08:30:18 INFO | -> Selected 392 entries ( 8.90504 % ). Overall 52192 ( 2.89956 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:18 INFO | Using training file (217/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000095.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:18 INFO | -> Pre-selected 1417 entries from 4349 ( 32.5822 % ) 2018-04-10 08:30:18 INFO | -> Selected 399 entries ( 9.17452 % ). Overall 52421 ( 2.91228 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:18 INFO | Using training file (218/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000050.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:18 INFO | -> Pre-selected 1412 entries from 4378 ( 32.2522 % ) 2018-04-10 08:30:19 INFO | -> Selected 406 entries ( 9.27364 % ). Overall 52672 ( 2.92622 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:19 INFO | Using training file (219/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000043.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:19 INFO | -> Pre-selected 1017 entries from 3091 ( 32.902 % ) 2018-04-10 08:30:19 INFO | -> Selected 281 entries ( 9.09091 % ). Overall 52848 ( 2.936 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:19 INFO | Using training file (220/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000077.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:19 INFO | -> Pre-selected 1326 entries from 4138 ( 32.0445 % ) 2018-04-10 08:30:19 INFO | -> Selected 389 entries ( 9.40068 % ). Overall 53091 ( 2.9495 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:19 INFO | Using training file (221/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000011.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:19 INFO | -> Pre-selected 1541 entries from 4631 ( 33.2758 % ) 2018-04-10 08:30:19 INFO | -> Selected 521 entries ( 11.2503 % ). Overall 53433 ( 2.9685 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:19 INFO | Using training file (222/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000014.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:19 INFO | -> Pre-selected 514 entries from 1634 ( 31.4565 % ) 2018-04-10 08:30:19 INFO | -> Selected 173 entries ( 10.5875 % ). Overall 53537 ( 2.97428 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:19 INFO | Using training file (223/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000064.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:20 INFO | -> Pre-selected 1431 entries from 4378 ( 32.6862 % ) 2018-04-10 08:30:20 INFO | -> Selected 465 entries ( 10.6213 % ). Overall 53822 ( 2.99011 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:20 INFO | Using training file (224/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000065.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:20 INFO | -> Pre-selected 1383 entries from 4236 ( 32.6487 % ) 2018-04-10 08:30:20 INFO | -> Selected 412 entries ( 9.72616 % ). Overall 54093 ( 3.00517 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:20 INFO | Using training file (225/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000040.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:20 INFO | -> Pre-selected 1114 entries from 3619 ( 30.782 % ) 2018-04-10 08:30:20 INFO | -> Selected 300 entries ( 8.28958 % ). Overall 54287 ( 3.01594 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:20 INFO | Using training file (226/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000065.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:20 INFO | -> Pre-selected 1409 entries from 4322 ( 32.6006 % ) 2018-04-10 08:30:20 INFO | -> Selected 438 entries ( 10.1342 % ). Overall 54575 ( 3.03194 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:20 INFO | Using training file (227/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000017.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:20 INFO | -> Pre-selected 542 entries from 1623 ( 33.3949 % ) 2018-04-10 08:30:20 INFO | -> Selected 182 entries ( 11.2138 % ). Overall 54697 ( 3.03872 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:20 INFO | Using training file (228/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000107.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:20 INFO | -> Pre-selected 339 entries from 1065 ( 31.831 % ) 2018-04-10 08:30:21 INFO | -> Selected 120 entries ( 11.2676 % ). Overall 54762 ( 3.04233 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:21 INFO | Using training file (229/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000113.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:21 INFO | -> Pre-selected 1111 entries from 3363 ( 33.036 % ) 2018-04-10 08:30:21 INFO | -> Selected 364 entries ( 10.8237 % ). Overall 54997 ( 3.05539 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:21 INFO | Using training file (230/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000080.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:21 INFO | -> Pre-selected 1484 entries from 4391 ( 33.7964 % ) 2018-04-10 08:30:21 INFO | -> Selected 480 entries ( 10.9315 % ). Overall 55292 ( 3.07178 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:21 INFO | Using training file (231/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000084.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:21 INFO | -> Pre-selected 1415 entries from 4205 ( 33.6504 % ) 2018-04-10 08:30:21 INFO | -> Selected 434 entries ( 10.321 % ). Overall 55576 ( 3.08756 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:21 INFO | Using training file (232/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000069.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:21 INFO | -> Pre-selected 399 entries from 1168 ( 34.161 % ) 2018-04-10 08:30:21 INFO | -> Selected 114 entries ( 9.76027 % ). Overall 55655 ( 3.09194 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:21 INFO | Using training file (233/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000109.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:21 INFO | -> Pre-selected 1524 entries from 4460 ( 34.1704 % ) 2018-04-10 08:30:22 INFO | -> Selected 422 entries ( 9.46188 % ). Overall 55918 ( 3.10656 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:22 INFO | Using training file (234/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000012.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:22 INFO | -> Pre-selected 1416 entries from 4356 ( 32.5069 % ) 2018-04-10 08:30:22 INFO | -> Selected 364 entries ( 8.35629 % ). Overall 56145 ( 3.11917 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:22 INFO | Using training file (235/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000031.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:22 INFO | -> Pre-selected 1381 entries from 4330 ( 31.8938 % ) 2018-04-10 08:30:22 INFO | -> Selected 435 entries ( 10.0462 % ). Overall 56434 ( 3.13522 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:22 INFO | Using training file (236/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000081.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:22 INFO | -> Pre-selected 338 entries from 1024 ( 33.0078 % ) 2018-04-10 08:30:22 INFO | -> Selected 112 entries ( 10.9375 % ). Overall 56516 ( 3.13978 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:22 INFO | Using training file (237/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000042.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:22 INFO | -> Pre-selected 320 entries from 1044 ( 30.6513 % ) 2018-04-10 08:30:22 INFO | -> Selected 77 entries ( 7.37548 % ). Overall 56562 ( 3.14233 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:22 INFO | Using training file (238/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000003.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:22 INFO | -> Pre-selected 535 entries from 1575 ( 33.9683 % ) 2018-04-10 08:30:22 INFO | -> Selected 168 entries ( 10.6667 % ). Overall 56659 ( 3.14772 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:22 INFO | Using training file (239/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000094.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:22 INFO | -> Pre-selected 1436 entries from 4311 ( 33.3101 % ) 2018-04-10 08:30:23 INFO | -> Selected 435 entries ( 10.0905 % ). Overall 56950 ( 3.16389 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:23 INFO | Using training file (240/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000106.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:23 INFO | -> Pre-selected 1208 entries from 3587 ( 33.6772 % ) 2018-04-10 08:30:23 INFO | -> Selected 297 entries ( 8.2799 % ). Overall 57134 ( 3.17411 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:23 INFO | Using training file (241/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000008.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:23 INFO | -> Pre-selected 1485 entries from 4337 ( 34.2403 % ) 2018-04-10 08:30:23 INFO | -> Selected 406 entries ( 9.36131 % ). Overall 57394 ( 3.18856 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:23 INFO | Using training file (242/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000021.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:23 INFO | -> Pre-selected 1414 entries from 4162 ( 33.9741 % ) 2018-04-10 08:30:23 INFO | -> Selected 434 entries ( 10.4277 % ). Overall 57681 ( 3.2045 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:23 INFO | Using training file (243/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000109.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:23 INFO | -> Pre-selected 1449 entries from 4378 ( 33.0973 % ) 2018-04-10 08:30:24 INFO | -> Selected 477 entries ( 10.8954 % ). Overall 57989 ( 3.22161 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:24 INFO | Using training file (244/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000033.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:24 INFO | -> Pre-selected 1089 entries from 3210 ( 33.9252 % ) 2018-04-10 08:30:24 INFO | -> Selected 300 entries ( 9.34579 % ). Overall 58172 ( 3.23178 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:24 INFO | Using training file (245/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000100.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:24 INFO | -> Pre-selected 1485 entries from 4446 ( 33.4008 % ) 2018-04-10 08:30:24 INFO | -> Selected 527 entries ( 11.8534 % ). Overall 58505 ( 3.25028 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:24 INFO | Using training file (246/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000048.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:24 INFO | -> Pre-selected 1484 entries from 4474 ( 33.1694 % ) 2018-04-10 08:30:24 INFO | -> Selected 387 entries ( 8.64998 % ). Overall 58730 ( 3.26278 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:24 INFO | Using training file (247/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000007.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:24 INFO | -> Pre-selected 1583 entries from 4458 ( 35.5092 % ) 2018-04-10 08:30:24 INFO | -> Selected 462 entries ( 10.3634 % ). Overall 59026 ( 3.27922 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:24 INFO | Using training file (248/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000001.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:24 INFO | -> Pre-selected 571 entries from 1648 ( 34.6481 % ) 2018-04-10 08:30:25 INFO | -> Selected 169 entries ( 10.2549 % ). Overall 59125 ( 3.28472 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:25 INFO | Using training file (249/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000100.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:25 INFO | -> Pre-selected 1019 entries from 3235 ( 31.4992 % ) 2018-04-10 08:30:25 INFO | -> Selected 245 entries ( 7.57342 % ). Overall 59284 ( 3.29356 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:25 INFO | Using training file (250/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000102.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:25 INFO | -> Pre-selected 1457 entries from 4418 ( 32.9787 % ) 2018-04-10 08:30:25 INFO | -> Selected 440 entries ( 9.95926 % ). Overall 59564 ( 3.30911 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:25 INFO | Using training file (251/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000002.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:25 INFO | -> Pre-selected 1074 entries from 3228 ( 33.2714 % ) 2018-04-10 08:30:25 INFO | -> Selected 315 entries ( 9.75836 % ). Overall 59775 ( 3.32083 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:25 INFO | Using training file (252/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000005.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:25 INFO | -> Pre-selected 539 entries from 1620 ( 33.2716 % ) 2018-04-10 08:30:25 INFO | -> Selected 162 entries ( 10 % ). Overall 59883 ( 3.32683 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:25 INFO | Using training file (253/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000024.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:25 INFO | -> Pre-selected 1205 entries from 3819 ( 31.5528 % ) 2018-04-10 08:30:25 INFO | -> Selected 405 entries ( 10.6049 % ). Overall 60150 ( 3.34167 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:25 INFO | Using training file (254/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000019.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:25 INFO | -> Pre-selected 1403 entries from 4331 ( 32.3944 % ) 2018-04-10 08:30:26 INFO | -> Selected 384 entries ( 8.86631 % ). Overall 60397 ( 3.35539 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:26 INFO | Using training file (255/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000089.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 08:30:26 INFO | -> Pre-selected 1049 entries from 3242 ( 32.3566 % ) 2018-04-10 08:30:26 INFO | -> Selected 275 entries ( 8.48242 % ). Overall 60576 ( 3.36533 % ) of required 1800000 non-ghost training entries. 2018-04-10 08:30:26 INFO | Considered 313792 tracks for input to MVA training 2018-04-10 08:30:26 INFO | Sel. Eff. = 30.076% 2018-04-10 08:30:26 INFO | Selected 66149/25775 tracks for input to MVA training/testing 2018-04-10 08:30:26 INFO | Ghost percentage = 8.42492% 2018-04-10 08:30:26 INFO | Electron percentage = 0.359794% 2018-04-10 08:30:26 INFO | Muon percentage = 3.1429% 2018-04-10 08:30:26 INFO | Pion percentage = 54.7975% 2018-04-10 08:30:26 INFO | Kaon percentage = 1.30312% 2018-04-10 08:30:26 INFO | Proton percentage = 6.91016% 2018-04-10 08:30:26 WARN | Unknown Particle type 3112 2018-04-10 08:30:26 INFO | 'PDG=3112' percentage = 0.0317465% 2018-04-10 08:30:26 WARN | Unknown Particle type 3222 2018-04-10 08:30:26 INFO | 'PDG=3222' percentage = 0.0196526% 2018-04-10 08:30:26 WARN | Unknown Particle type 3312 2018-04-10 08:30:26 INFO | 'PDG=3312' percentage = 0.0105822% 2018-04-10 08:30:26 INFO | Deuteron percentage = 24.9996% : Add Tree TrainAssignTree_Signal of type Signal with 16537 events : Add Tree TestAssignTree_Signal of type Signal with 7003 events : Add Tree TrainAssignTree_Background of type Background with 49612 events : Add Tree TestAssignTree_Background of type Background with 21224 events : Dataset[GlobalPID_DataSet] : Class index : 0 name : Signal : Dataset[GlobalPID_DataSet] : Class index : 1 name : Background 2018-04-10 08:30:26 INFO | Input layer has 32 nodes, hidden layer has 40 nodes 2018-04-10 08:30:26 INFO | TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=40:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE'
Factory : Booking method: Deuteron_Downstream_TMVA : : Parsing option string: : ... "H:V:EpochMonitoring:HiddenLayers=40:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE" : The following options are set: : - By User: : : - Default: : Boost_num: "0" [Number of times the classifier will be boosted] : Parsing option string: : ... "H:V:EpochMonitoring:HiddenLayers=40:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE" : The following options are set: : - By User: : NCycles: "750" [Number of training cycles] : HiddenLayers: "40" [Specification of hidden layer architecture] : NeuronType: "tanh" [Neuron activation function type] : EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood] : V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] : VarTransform: "Norm" [List of variable transformations performed before training, e.g., "D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is assumed)"] : H: "True" [Print method-specific help message] : TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)] : EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)] : ConvergenceImprove: "1.000000e-16" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)] : ConvergenceTests: "15" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)] : UseRegulator: "False" [Use regulator to avoid over-training] : - Default: : RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')] : NeuronInputType: "sum" [Neuron input function type] : VerbosityLevel: "Default" [Verbosity level] : CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] : IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)] : LearningRate: "2.000000e-02" [ANN learning rate parameter] : DecayRate: "1.000000e-02" [Decay rate for learning parameter] : TestRate: "10" [Test for overtraining performed at each #th epochs] : Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch] : SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training] : SamplingImportance: "1.000000e+00" [ The sampling weights of events in epochs which successful (worse estimator than before) are multiplied with SamplingImportance, else they are divided.] : SamplingTraining: "True" [The training sample is sampled] : SamplingTesting: "False" [The testing sample is sampled] : ResetStep: "50" [How often BFGS should reset history] : Tau: "3.000000e+00" [LineSearch "size step"] : BPMode: "sequential" [Back-propagation learning mode: sequential or batch] : BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events] : UpdateLimit: "10000" [Maximum times of regulator update] : CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value] : WeightRange: "1.000000e+00" [Take the events for the estimator calculations from small deviations from the desired value to large deviations only over the weight range]
Deuteron_Downstream_TMVA : [GlobalPID_DataSet] : Create Transformation "Norm" with events from all classes. :
: Transformation, Variable selection : : Input : variable 'TrackP' <---> Output : variable 'TrackP' : Input : variable 'TrackPt' <---> Output : variable 'TrackPt' : Input : variable 'TrackChi2PerDof' <---> Output : variable 'TrackChi2PerDof' : Input : variable 'TrackNumDof' <---> Output : variable 'TrackNumDof' : Input : variable 'TrackGhostProbability' <---> Output : variable 'TrackGhostProbability' : Input : variable 'TrackFitTChi2' <---> Output : variable 'TrackFitTChi2' : Input : variable 'TrackFitTNDoF' <---> Output : variable 'TrackFitTNDoF' : Input : variable 'RichUsedR1Gas' <---> Output : variable 'RichUsedR1Gas' : Input : variable 'RichUsedR2Gas' <---> Output : variable 'RichUsedR2Gas' : Input : variable 'RichAbovePiThres' <---> Output : variable 'RichAbovePiThres' : Input : variable 'RichAboveKaThres' <---> Output : variable 'RichAboveKaThres' : Input : variable 'RichAbovePrThres' <---> Output : variable 'RichAbovePrThres' : Input : variable 'RichDLLe' <---> Output : variable 'RichDLLe' : Input : variable 'RichDLLmu' <---> Output : variable 'RichDLLmu' : Input : variable 'RichDLLk' <---> Output : variable 'RichDLLk' : Input : variable 'RichDLLp' <---> Output : variable 'RichDLLp' : Input : variable 'RichDLLd' <---> Output : variable 'RichDLLd' : Input : variable 'RichDLLbt' <---> Output : variable 'RichDLLbt' : Input : variable 'MuonBkgLL' <---> Output : variable 'MuonBkgLL' : Input : variable 'MuonMuLL' <---> Output : variable 'MuonMuLL' : Input : variable 'MuonIsMuon' <---> Output : variable 'MuonIsMuon' : Input : variable 'MuonNShared' <---> Output : variable 'MuonNShared' : Input : variable 'InAccMuon' <---> Output : variable 'InAccMuon' : Input : variable 'MuonIsLooseMuon' <---> Output : variable 'MuonIsLooseMuon' : Input : variable 'InAccEcal' <---> Output : variable 'InAccEcal' : Input : variable 'EcalPIDe' <---> Output : variable 'EcalPIDe' : Input : variable 'EcalPIDmu' <---> Output : variable 'EcalPIDmu' : Input : variable 'InAccHcal' <---> Output : variable 'InAccHcal' : Input : variable 'HcalPIDe' <---> Output : variable 'HcalPIDe' : Input : variable 'HcalPIDmu' <---> Output : variable 'HcalPIDmu' : Input : variable 'PrsPIDe' <---> Output : variable 'PrsPIDe'
Deuteron_Downstream_TMVA : Building Network. : Initializing weights 2018-04-10 08:30:26 INFO | Starting Training...
Factory : Train all methods : Parsing option string: : ... "V:nTrain_Signal=0:nTrain_Background=0:SplitMode=Random:NormMode=NumEvents" : The following options are set: : - By User: : SplitMode: "Random" [Method of picking training and testing events (default: random)] : NormMode: "NumEvents" [Overall renormalisation of event-by-event weights used in the training (NumEvents: average weight of 1 per event, independently for signal and background; EqualNumEvents: average weight of 1 per event for signal, and sum of weights for background equal to sum of weights for signal)] : nTrain_Signal: "0" [Number of training events of class Signal (default: 0 = all)] : nTrain_Background: "0" [Number of training events of class Background (default: 0 = all)] : V: "True" [Verbosity (default: true)] : - Default: : MixMode: "SameAsSplitMode" [Method of mixing events of different classes into one dataset (default: SameAsSplitMode)] : SplitSeed: "100" [Seed for random event shuffling] : ScaleWithPreselEff: "False" [Scale the number of requested events by the eff. of the preselection cuts (or not)] : nTest_Signal: "0" [Number of test events of class Signal (default: 0 = all)] : TrainTestSplit_Signal: "0.000000e+00" [Number of test events of class Signal (default: 0 = all)] : nTest_Background: "0" [Number of test events of class Background (default: 0 = all)] : TrainTestSplit_Background: "0.000000e+00" [Number of test events of class Background (default: 0 = all)] : VerboseLevel: "Info" [VerboseLevel (Debug/Verbose/Info)] : Correlations: "True" [Boolean to show correlation output (Default: true)]
DataSetFactory : [GlobalPID_DataSet] : Number of events in input trees : : : Number of training and testing events : --------------------------------------------------------------------------- : Signal -- training events : 16537 : Signal -- testing events : 7003 : Signal -- training and testing events: 23540 : Background -- training events : 49612 : Background -- testing events : 21224 : Background -- training and testing events: 70836 :
DataSetInfo : Correlation matrix (Signal): : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLd RichDLLbt MuonBkgLL MuonMuLL MuonIsMuon MuonNShared InAccMuon MuonIsLooseMuon InAccEcal EcalPIDe EcalPIDmu InAccHcal HcalPIDe HcalPIDmu PrsPIDe : TrackP: +1.000 +0.366 +0.033 -0.444 -0.078 -0.273 -0.449 -0.489 +0.345 +0.007 +0.279 +0.470 -0.022 -0.033 -0.118 -0.144 -0.093 -0.160 +0.010 +0.010 -0.019 -0.019 -0.036 +0.010 -0.366 -0.366 -0.366 -0.343 -0.343 -0.343 -0.323 : TrackPt: +0.366 +1.000 -0.143 +0.166 -0.082 +0.004 +0.169 +0.129 -0.174 +0.064 +0.282 +0.349 +0.047 +0.037 -0.020 -0.002 +0.087 +0.055 -0.043 -0.043 -0.047 -0.044 +0.078 -0.043 +0.050 +0.050 +0.050 +0.020 +0.020 +0.020 +0.068 : TrackChi2PerDof: +0.033 -0.143 +1.000 -0.184 +0.435 +0.506 -0.171 -0.101 +0.036 -0.009 -0.127 -0.047 -0.033 -0.029 -0.025 -0.041 -0.054 -0.055 +0.041 +0.041 +0.026 +0.026 -0.042 +0.041 -0.088 -0.088 -0.088 -0.050 -0.050 -0.050 -0.064 : TrackNumDof: -0.444 +0.166 -0.184 +1.000 -0.119 +0.533 +0.993 +0.616 -0.343 +0.071 -0.166 -0.300 +0.080 +0.086 +0.151 +0.184 +0.185 +0.203 -0.033 -0.033 +0.003 -0.006 +0.185 -0.033 +0.541 +0.541 +0.541 +0.439 +0.439 +0.439 +0.457 : TrackGhostProbability: -0.078 -0.082 +0.435 -0.119 +1.000 +0.056 -0.082 +0.013 -0.025 -0.065 -0.073 -0.069 -0.008 -0.005 -0.006 -0.012 -0.025 -0.019 +0.016 +0.016 +0.011 +0.021 -0.028 +0.016 +0.008 +0.008 +0.008 +0.018 +0.018 +0.018 +0.003 : TrackFitTChi2: -0.273 +0.004 +0.506 +0.533 +0.056 +1.000 +0.539 +0.335 -0.228 +0.054 -0.251 -0.252 +0.028 +0.036 +0.087 +0.094 +0.085 +0.095 +0.025 +0.025 +0.033 +0.031 +0.104 +0.025 +0.298 +0.298 +0.298 +0.255 +0.255 +0.255 +0.252 : TrackFitTNDoF: -0.449 +0.169 -0.171 +0.993 -0.082 +0.539 +1.000 +0.614 -0.353 +0.071 -0.170 -0.307 +0.079 +0.085 +0.152 +0.185 +0.186 +0.204 -0.034 -0.034 +0.002 -0.006 +0.179 -0.034 +0.540 +0.539 +0.540 +0.439 +0.439 +0.439 +0.453 : RichUsedR1Gas: -0.489 +0.129 -0.101 +0.616 +0.013 +0.335 +0.614 +1.000 -0.274 +0.078 -0.125 -0.227 +0.131 +0.138 +0.191 +0.220 +0.224 +0.232 -0.016 -0.016 +0.010 +0.004 +0.075 -0.016 +0.543 +0.543 +0.543 +0.484 +0.485 +0.485 +0.448 : RichUsedR2Gas: +0.345 -0.174 +0.036 -0.343 -0.025 -0.228 -0.353 -0.274 +1.000 +0.120 +0.356 +0.424 +0.094 +0.086 +0.035 +0.023 +0.037 +0.018 +0.019 +0.019 +0.005 +0.002 +0.149 +0.019 -0.026 -0.026 -0.026 +0.069 +0.069 +0.069 -0.032 : RichAbovePiThres: +0.007 +0.064 -0.009 +0.071 -0.065 +0.054 +0.071 +0.078 +0.120 +1.000 +0.197 +0.106 +0.696 +0.684 +0.672 +0.672 +0.667 +0.670 +0.003 +0.003 +0.006 +0.000 +0.221 +0.003 +0.089 +0.089 +0.089 +0.078 +0.078 +0.078 +0.114 : RichAboveKaThres: +0.279 +0.282 -0.127 -0.166 -0.073 -0.251 -0.170 -0.125 +0.356 +0.197 +1.000 +0.540 +0.171 +0.148 +0.050 +0.099 +0.136 +0.128 -0.099 -0.099 -0.108 -0.100 +0.131 -0.099 -0.060 -0.060 -0.061 -0.040 -0.041 -0.040 -0.029 : RichAbovePrThres: +0.470 +0.349 -0.047 -0.300 -0.069 -0.252 -0.307 -0.227 +0.424 +0.106 +0.540 +1.000 +0.100 +0.083 -0.050 -0.037 +0.035 +0.017 -0.050 -0.050 -0.063 -0.056 +0.081 -0.050 -0.146 -0.146 -0.147 -0.127 -0.128 -0.127 -0.113 : RichDLLe: -0.022 +0.047 -0.033 +0.080 -0.008 +0.028 +0.079 +0.131 +0.094 +0.696 +0.171 +0.100 +1.000 +0.998 +0.973 +0.966 +0.956 +0.961 -0.008 -0.008 -0.002 -0.010 +0.190 -0.008 +0.092 +0.092 +0.092 +0.071 +0.071 +0.071 +0.123 : RichDLLmu: -0.033 +0.037 -0.029 +0.086 -0.005 +0.036 +0.085 +0.138 +0.086 +0.684 +0.148 +0.083 +0.998 +1.000 +0.977 +0.969 +0.957 +0.963 -0.004 -0.004 +0.002 -0.006 +0.187 -0.004 +0.096 +0.096 +0.096 +0.075 +0.075 +0.075 +0.126 : RichDLLk: -0.118 -0.020 -0.025 +0.151 -0.006 +0.087 +0.152 +0.191 +0.035 +0.672 +0.050 -0.050 +0.973 +0.977 +1.000 +0.988 +0.964 +0.974 -0.004 -0.004 +0.006 -0.006 +0.180 -0.004 +0.132 +0.132 +0.132 +0.106 +0.106 +0.106 +0.153 : RichDLLp: -0.144 -0.002 -0.041 +0.184 -0.012 +0.094 +0.185 +0.220 +0.023 +0.672 +0.099 -0.037 +0.966 +0.969 +0.988 +1.000 +0.973 +0.985 -0.014 -0.014 -0.003 -0.013 +0.192 -0.014 +0.152 +0.152 +0.152 +0.125 +0.125 +0.125 +0.173 : RichDLLd: -0.093 +0.087 -0.054 +0.185 -0.025 +0.085 +0.186 +0.224 +0.037 +0.667 +0.136 +0.035 +0.956 +0.957 +0.964 +0.973 +1.000 +0.979 -0.020 -0.020 -0.008 -0.018 +0.205 -0.020 +0.155 +0.155 +0.155 +0.129 +0.129 +0.129 +0.181 : RichDLLbt: -0.160 +0.055 -0.055 +0.203 -0.019 +0.095 +0.204 +0.232 +0.018 +0.670 +0.128 +0.017 +0.961 +0.963 +0.974 +0.985 +0.979 +1.000 -0.022 -0.022 -0.008 -0.018 +0.208 -0.022 +0.169 +0.169 +0.169 +0.147 +0.147 +0.148 +0.192 : MuonBkgLL: +0.010 -0.043 +0.041 -0.033 +0.016 +0.025 -0.034 -0.016 +0.019 +0.003 -0.099 -0.050 -0.008 -0.004 -0.004 -0.014 -0.020 -0.022 +1.000 +1.000 +0.655 +0.661 +0.032 +1.000 -0.008 -0.008 -0.008 -0.013 -0.013 -0.013 +0.005 : MuonMuLL: +0.010 -0.043 +0.041 -0.033 +0.016 +0.025 -0.034 -0.016 +0.019 +0.003 -0.099 -0.050 -0.008 -0.004 -0.004 -0.014 -0.020 -0.022 +1.000 +1.000 +0.654 +0.661 +0.032 +1.000 -0.008 -0.008 -0.008 -0.013 -0.013 -0.013 +0.005 : MuonIsMuon: -0.019 -0.047 +0.026 +0.003 +0.011 +0.033 +0.002 +0.010 +0.005 +0.006 -0.108 -0.063 -0.002 +0.002 +0.006 -0.003 -0.008 -0.008 +0.655 +0.654 +1.000 +0.492 +0.021 +0.654 +0.019 +0.019 +0.019 +0.017 +0.017 +0.017 +0.021 : MuonNShared: -0.019 -0.044 +0.026 -0.006 +0.021 +0.031 -0.006 +0.004 +0.002 +0.000 -0.100 -0.056 -0.010 -0.006 -0.006 -0.013 -0.018 -0.018 +0.661 +0.661 +0.492 +1.000 +0.021 +0.661 +0.010 +0.010 +0.010 +0.013 +0.013 +0.013 +0.014 : InAccMuon: -0.036 +0.078 -0.042 +0.185 -0.028 +0.104 +0.179 +0.075 +0.149 +0.221 +0.131 +0.081 +0.190 +0.187 +0.180 +0.192 +0.205 +0.208 +0.032 +0.032 +0.021 +0.021 +1.000 +0.032 +0.510 +0.510 +0.510 +0.431 +0.431 +0.431 +0.612 : MuonIsLooseMuon: +0.010 -0.043 +0.041 -0.033 +0.016 +0.025 -0.034 -0.016 +0.019 +0.003 -0.099 -0.050 -0.008 -0.004 -0.004 -0.014 -0.020 -0.022 +1.000 +1.000 +0.654 +0.661 +0.032 +1.000 -0.008 -0.008 -0.008 -0.013 -0.013 -0.013 +0.005 : InAccEcal: -0.366 +0.050 -0.088 +0.541 +0.008 +0.298 +0.540 +0.543 -0.026 +0.089 -0.060 -0.146 +0.092 +0.096 +0.132 +0.152 +0.155 +0.169 -0.008 -0.008 +0.019 +0.010 +0.510 -0.008 +1.000 +1.000 +1.000 +0.782 +0.782 +0.782 +0.775 : EcalPIDe: -0.366 +0.050 -0.088 +0.541 +0.008 +0.298 +0.539 +0.543 -0.026 +0.089 -0.060 -0.146 +0.092 +0.096 +0.132 +0.152 +0.155 +0.169 -0.008 -0.008 +0.019 +0.010 +0.510 -0.008 +1.000 +1.000 +1.000 +0.782 +0.782 +0.782 +0.775 : EcalPIDmu: -0.366 +0.050 -0.088 +0.541 +0.008 +0.298 +0.540 +0.543 -0.026 +0.089 -0.061 -0.147 +0.092 +0.096 +0.132 +0.152 +0.155 +0.169 -0.008 -0.008 +0.019 +0.010 +0.510 -0.008 +1.000 +1.000 +1.000 +0.782 +0.782 +0.782 +0.775 : InAccHcal: -0.343 +0.020 -0.050 +0.439 +0.018 +0.255 +0.439 +0.484 +0.069 +0.078 -0.040 -0.127 +0.071 +0.075 +0.106 +0.125 +0.129 +0.147 -0.013 -0.013 +0.017 +0.013 +0.431 -0.013 +0.782 +0.782 +0.782 +1.000 +1.000 +1.000 +0.620 : HcalPIDe: -0.343 +0.020 -0.050 +0.439 +0.018 +0.255 +0.439 +0.485 +0.069 +0.078 -0.041 -0.128 +0.071 +0.075 +0.106 +0.125 +0.129 +0.147 -0.013 -0.013 +0.017 +0.013 +0.431 -0.013 +0.782 +0.782 +0.782 +1.000 +1.000 +1.000 +0.620 : HcalPIDmu: -0.343 +0.020 -0.050 +0.439 +0.018 +0.255 +0.439 +0.485 +0.069 +0.078 -0.040 -0.127 +0.071 +0.075 +0.106 +0.125 +0.129 +0.148 -0.013 -0.013 +0.017 +0.013 +0.431 -0.013 +0.782 +0.782 +0.782 +1.000 +1.000 +1.000 +0.620 : PrsPIDe: -0.323 +0.068 -0.064 +0.457 +0.003 +0.252 +0.453 +0.448 -0.032 +0.114 -0.029 -0.113 +0.123 +0.126 +0.153 +0.173 +0.181 +0.192 +0.005 +0.005 +0.021 +0.014 +0.612 +0.005 +0.775 +0.775 +0.775 +0.620 +0.620 +0.620 +1.000 : -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
DataSetInfo : Correlation matrix (Background): : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLd RichDLLbt MuonBkgLL MuonMuLL MuonIsMuon MuonNShared InAccMuon MuonIsLooseMuon InAccEcal EcalPIDe EcalPIDmu InAccHcal HcalPIDe HcalPIDmu PrsPIDe : TrackP: +1.000 +0.557 +0.046 -0.380 -0.112 -0.172 -0.383 -0.277 +0.495 +0.255 +0.588 +0.665 +0.086 +0.074 +0.065 +0.066 +0.060 +0.062 -0.033 -0.033 -0.041 -0.039 +0.204 -0.033 -0.036 -0.036 -0.036 -0.009 -0.009 -0.009 +0.012 : TrackPt: +0.557 +1.000 +0.007 -0.087 -0.214 -0.011 -0.080 +0.109 +0.269 +0.270 +0.438 +0.443 +0.152 +0.153 +0.146 +0.150 +0.146 +0.149 -0.033 -0.033 -0.027 -0.041 +0.203 -0.033 +0.091 +0.090 +0.091 +0.089 +0.089 +0.089 +0.111 : TrackChi2PerDof: +0.046 +0.007 +1.000 -0.152 +0.550 +0.482 -0.135 -0.017 +0.051 +0.021 +0.041 +0.037 +0.024 +0.022 +0.026 +0.026 +0.026 +0.026 +0.044 +0.045 +0.043 +0.030 +0.043 +0.045 +0.029 +0.030 +0.030 +0.032 +0.032 +0.032 +0.032 : TrackNumDof: -0.380 -0.087 -0.152 +1.000 -0.105 +0.497 +0.992 +0.309 -0.400 -0.218 -0.349 -0.274 -0.066 -0.060 -0.056 -0.055 -0.053 -0.054 -0.060 -0.060 -0.029 -0.039 -0.203 -0.060 -0.019 -0.019 -0.019 -0.070 -0.070 -0.070 -0.065 : TrackGhostProbability: -0.112 -0.214 +0.550 -0.105 +1.000 +0.093 -0.067 -0.068 -0.113 -0.163 -0.140 -0.098 -0.108 -0.115 -0.109 -0.110 -0.109 -0.109 +0.031 +0.031 +0.030 +0.038 -0.109 +0.031 -0.046 -0.046 -0.046 -0.061 -0.061 -0.061 -0.052 : TrackFitTChi2: -0.172 -0.011 +0.482 +0.497 +0.093 +1.000 +0.503 +0.168 -0.173 -0.087 -0.151 -0.122 -0.013 -0.010 -0.007 -0.006 -0.006 -0.006 -0.016 -0.016 -0.006 -0.007 -0.063 -0.016 +0.026 +0.026 +0.026 -0.001 -0.001 -0.001 -0.000 : TrackFitTNDoF: -0.383 -0.080 -0.135 +0.992 -0.067 +0.503 +1.000 +0.311 -0.406 -0.224 -0.354 -0.278 -0.064 -0.057 -0.052 -0.052 -0.050 -0.050 -0.060 -0.060 -0.028 -0.040 -0.208 -0.060 -0.021 -0.022 -0.021 -0.073 -0.073 -0.073 -0.068 : RichUsedR1Gas: -0.277 +0.109 -0.017 +0.309 -0.068 +0.168 +0.311 +1.000 -0.252 +0.114 -0.108 -0.091 +0.544 +0.553 +0.555 +0.555 +0.555 +0.555 +0.004 +0.004 +0.014 +0.005 -0.105 +0.004 +0.032 +0.032 +0.032 -0.007 -0.007 -0.007 +0.001 : RichUsedR2Gas: +0.495 +0.269 +0.051 -0.400 -0.113 -0.173 -0.406 -0.252 +1.000 +0.395 +0.669 +0.397 +0.177 +0.167 +0.150 +0.152 +0.149 +0.150 +0.022 +0.022 -0.004 -0.008 +0.376 +0.022 +0.189 +0.188 +0.188 +0.250 +0.250 +0.250 +0.205 : RichAbovePiThres: +0.255 +0.270 +0.021 -0.218 -0.163 -0.087 -0.224 +0.114 +0.395 +1.000 +0.297 +0.166 +0.414 +0.403 +0.394 +0.395 +0.394 +0.395 +0.116 +0.116 +0.096 +0.079 +0.536 +0.116 +0.400 +0.400 +0.400 +0.419 +0.419 +0.419 +0.414 : RichAboveKaThres: +0.588 +0.438 +0.041 -0.349 -0.140 -0.151 -0.354 -0.108 +0.669 +0.297 +1.000 +0.560 +0.142 +0.130 +0.111 +0.114 +0.111 +0.112 -0.052 -0.052 -0.063 -0.064 +0.249 -0.052 +0.052 +0.052 +0.052 +0.090 +0.089 +0.090 +0.085 : RichAbovePrThres: +0.665 +0.443 +0.037 -0.274 -0.098 -0.122 -0.278 -0.091 +0.397 +0.166 +0.560 +1.000 +0.086 +0.074 +0.065 +0.067 +0.062 +0.064 -0.052 -0.052 -0.055 -0.049 +0.116 -0.052 -0.064 -0.064 -0.064 -0.065 -0.065 -0.065 -0.027 : RichDLLe: +0.086 +0.152 +0.024 -0.066 -0.108 -0.013 -0.064 +0.544 +0.177 +0.414 +0.142 +0.086 +1.000 +0.998 +0.996 +0.996 +0.996 +0.996 -0.015 -0.015 -0.015 -0.018 +0.040 -0.015 +0.006 +0.006 +0.007 +0.012 +0.012 +0.012 +0.014 : RichDLLmu: +0.074 +0.153 +0.022 -0.060 -0.115 -0.010 -0.057 +0.553 +0.167 +0.403 +0.130 +0.074 +0.998 +1.000 +0.997 +0.997 +0.997 +0.997 -0.015 -0.015 -0.014 -0.020 +0.034 -0.015 +0.005 +0.005 +0.005 +0.009 +0.009 +0.009 +0.012 : RichDLLk: +0.065 +0.146 +0.026 -0.056 -0.109 -0.007 -0.052 +0.555 +0.150 +0.394 +0.111 +0.065 +0.996 +0.997 +1.000 +1.000 +1.000 +1.000 -0.017 -0.017 -0.016 -0.020 +0.025 -0.017 -0.001 -0.001 -0.001 +0.002 +0.002 +0.002 +0.006 : RichDLLp: +0.066 +0.150 +0.026 -0.055 -0.110 -0.006 -0.052 +0.555 +0.152 +0.395 +0.114 +0.067 +0.996 +0.997 +1.000 +1.000 +1.000 +1.000 -0.018 -0.018 -0.017 -0.020 +0.026 -0.018 +0.000 +0.000 +0.000 +0.004 +0.003 +0.003 +0.007 : RichDLLd: +0.060 +0.146 +0.026 -0.053 -0.109 -0.006 -0.050 +0.555 +0.149 +0.394 +0.111 +0.062 +0.996 +0.997 +1.000 +1.000 +1.000 +1.000 -0.017 -0.017 -0.016 -0.020 +0.025 -0.017 +0.001 +0.000 +0.001 +0.004 +0.004 +0.004 +0.007 : RichDLLbt: +0.062 +0.149 +0.026 -0.054 -0.109 -0.006 -0.050 +0.555 +0.150 +0.395 +0.112 +0.064 +0.996 +0.997 +1.000 +1.000 +1.000 +1.000 -0.018 -0.018 -0.017 -0.020 +0.026 -0.018 +0.001 +0.000 +0.001 +0.004 +0.004 +0.004 +0.007 : MuonBkgLL: -0.033 -0.033 +0.044 -0.060 +0.031 -0.016 -0.060 +0.004 +0.022 +0.116 -0.052 -0.052 -0.015 -0.015 -0.017 -0.018 -0.017 -0.018 +1.000 +1.000 +0.837 +0.712 +0.167 +1.000 +0.121 +0.121 +0.121 +0.143 +0.142 +0.143 +0.119 : MuonMuLL: -0.033 -0.033 +0.045 -0.060 +0.031 -0.016 -0.060 +0.004 +0.022 +0.116 -0.052 -0.052 -0.015 -0.015 -0.017 -0.018 -0.017 -0.018 +1.000 +1.000 +0.837 +0.712 +0.167 +1.000 +0.121 +0.121 +0.121 +0.143 +0.142 +0.143 +0.119 : MuonIsMuon: -0.041 -0.027 +0.043 -0.029 +0.030 -0.006 -0.028 +0.014 -0.004 +0.096 -0.063 -0.055 -0.015 -0.014 -0.016 -0.017 -0.016 -0.017 +0.837 +0.837 +1.000 +0.531 +0.140 +0.837 +0.110 +0.110 +0.110 +0.129 +0.129 +0.130 +0.105 : MuonNShared: -0.039 -0.041 +0.030 -0.039 +0.038 -0.007 -0.040 +0.005 -0.008 +0.079 -0.064 -0.049 -0.018 -0.020 -0.020 -0.020 -0.020 -0.020 +0.712 +0.712 +0.531 +1.000 +0.119 +0.712 +0.094 +0.095 +0.095 +0.113 +0.112 +0.113 +0.089 : InAccMuon: +0.204 +0.203 +0.043 -0.203 -0.109 -0.063 -0.208 -0.105 +0.376 +0.536 +0.249 +0.116 +0.040 +0.034 +0.025 +0.026 +0.025 +0.026 +0.167 +0.167 +0.140 +0.119 +1.000 +0.167 +0.730 +0.730 +0.730 +0.844 +0.844 +0.844 +0.709 : MuonIsLooseMuon: -0.033 -0.033 +0.045 -0.060 +0.031 -0.016 -0.060 +0.004 +0.022 +0.116 -0.052 -0.052 -0.015 -0.015 -0.017 -0.018 -0.017 -0.018 +1.000 +1.000 +0.837 +0.712 +0.167 +1.000 +0.121 +0.121 +0.121 +0.143 +0.142 +0.143 +0.119 : InAccEcal: -0.036 +0.091 +0.029 -0.019 -0.046 +0.026 -0.021 +0.032 +0.189 +0.400 +0.052 -0.064 +0.006 +0.005 -0.001 +0.000 +0.001 +0.001 +0.121 +0.121 +0.110 +0.094 +0.730 +0.121 +1.000 +1.000 +1.000 +0.805 +0.805 +0.805 +0.889 : EcalPIDe: -0.036 +0.090 +0.030 -0.019 -0.046 +0.026 -0.022 +0.032 +0.188 +0.400 +0.052 -0.064 +0.006 +0.005 -0.001 +0.000 +0.000 +0.000 +0.121 +0.121 +0.110 +0.095 +0.730 +0.121 +1.000 +1.000 +1.000 +0.805 +0.805 +0.805 +0.889 : EcalPIDmu: -0.036 +0.091 +0.030 -0.019 -0.046 +0.026 -0.021 +0.032 +0.188 +0.400 +0.052 -0.064 +0.007 +0.005 -0.001 +0.000 +0.001 +0.001 +0.121 +0.121 +0.110 +0.095 +0.730 +0.121 +1.000 +1.000 +1.000 +0.805 +0.805 +0.805 +0.889 : InAccHcal: -0.009 +0.089 +0.032 -0.070 -0.061 -0.001 -0.073 -0.007 +0.250 +0.419 +0.090 -0.065 +0.012 +0.009 +0.002 +0.004 +0.004 +0.004 +0.143 +0.143 +0.129 +0.113 +0.844 +0.143 +0.805 +0.805 +0.805 +1.000 +1.000 +1.000 +0.729 : HcalPIDe: -0.009 +0.089 +0.032 -0.070 -0.061 -0.001 -0.073 -0.007 +0.250 +0.419 +0.089 -0.065 +0.012 +0.009 +0.002 +0.003 +0.004 +0.004 +0.142 +0.142 +0.129 +0.112 +0.844 +0.142 +0.805 +0.805 +0.805 +1.000 +1.000 +1.000 +0.729 : HcalPIDmu: -0.009 +0.089 +0.032 -0.070 -0.061 -0.001 -0.073 -0.007 +0.250 +0.419 +0.090 -0.065 +0.012 +0.009 +0.002 +0.003 +0.004 +0.004 +0.143 +0.143 +0.130 +0.113 +0.844 +0.143 +0.805 +0.805 +0.805 +1.000 +1.000 +1.000 +0.729 : PrsPIDe: +0.012 +0.111 +0.032 -0.065 -0.052 -0.000 -0.068 +0.001 +0.205 +0.414 +0.085 -0.027 +0.014 +0.012 +0.006 +0.007 +0.007 +0.007 +0.119 +0.119 +0.105 +0.089 +0.709 +0.119 +0.889 +0.889 +0.889 +0.729 +0.729 +0.729 +1.000 : -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
DataSetFactory : [GlobalPID_DataSet] : :
Factory : [GlobalPID_DataSet] : Create Transformation "I" with events from all classes. :
: Transformation, Variable selection : : Input : variable 'TrackP' <---> Output : variable 'TrackP' : Input : variable 'TrackPt' <---> Output : variable 'TrackPt' : Input : variable 'TrackChi2PerDof' <---> Output : variable 'TrackChi2PerDof' : Input : variable 'TrackNumDof' <---> Output : variable 'TrackNumDof' : Input : variable 'TrackGhostProbability' <---> Output : variable 'TrackGhostProbability' : Input : variable 'TrackFitTChi2' <---> Output : variable 'TrackFitTChi2' : Input : variable 'TrackFitTNDoF' <---> Output : variable 'TrackFitTNDoF' : Input : variable 'RichUsedR1Gas' <---> Output : variable 'RichUsedR1Gas' : Input : variable 'RichUsedR2Gas' <---> Output : variable 'RichUsedR2Gas' : Input : variable 'RichAbovePiThres' <---> Output : variable 'RichAbovePiThres' : Input : variable 'RichAboveKaThres' <---> Output : variable 'RichAboveKaThres' : Input : variable 'RichAbovePrThres' <---> Output : variable 'RichAbovePrThres' : Input : variable 'RichDLLe' <---> Output : variable 'RichDLLe' : Input : variable 'RichDLLmu' <---> Output : variable 'RichDLLmu' : Input : variable 'RichDLLk' <---> Output : variable 'RichDLLk' : Input : variable 'RichDLLp' <---> Output : variable 'RichDLLp' : Input : variable 'RichDLLd' <---> Output : variable 'RichDLLd' : Input : variable 'RichDLLbt' <---> Output : variable 'RichDLLbt' : Input : variable 'MuonBkgLL' <---> Output : variable 'MuonBkgLL' : Input : variable 'MuonMuLL' <---> Output : variable 'MuonMuLL' : Input : variable 'MuonIsMuon' <---> Output : variable 'MuonIsMuon' : Input : variable 'MuonNShared' <---> Output : variable 'MuonNShared' : Input : variable 'InAccMuon' <---> Output : variable 'InAccMuon' : Input : variable 'MuonIsLooseMuon' <---> Output : variable 'MuonIsLooseMuon' : Input : variable 'InAccEcal' <---> Output : variable 'InAccEcal' : Input : variable 'EcalPIDe' <---> Output : variable 'EcalPIDe' : Input : variable 'EcalPIDmu' <---> Output : variable 'EcalPIDmu' : Input : variable 'InAccHcal' <---> Output : variable 'InAccHcal' : Input : variable 'HcalPIDe' <---> Output : variable 'HcalPIDe' : Input : variable 'HcalPIDmu' <---> Output : variable 'HcalPIDmu' : Input : variable 'PrsPIDe' <---> Output : variable 'PrsPIDe'
TFHandler_Factory : Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: 17928. 34316. [ 1197.4 8.5751e+05 ] : TrackPt: 1244.2 1937.4 [ 8.4684 56463. ] : TrackChi2PerDof: 1.0891 0.49487 [ 0.088675 3.9995 ] : TrackNumDof: 18.331 3.9094 [ 6.0000 30.000 ] : TrackGhostProbability: 0.041933 0.080646 [ 0.00011847 0.39996 ] : TrackFitTChi2: 14.352 6.4230 [ 0.074916 54.824 ] : TrackFitTNDoF: 14.354 3.8546 [ 2.0000 26.000 ] : RichUsedR1Gas: 0.86316 0.34368 [ 0.0000 1.0000 ] : RichUsedR2Gas: 0.42944 0.49500 [ 0.0000 1.0000 ] : RichAbovePiThres: 0.83143 0.37438 [ 0.0000 1.0000 ] : RichAboveKaThres: 0.38679 0.48702 [ 0.0000 1.0000 ] : RichAbovePrThres: 0.21721 0.41234 [ 0.0000 1.0000 ] : RichDLLe: -45.549 183.25 [ -999.00 106.34 ] : RichDLLmu: -38.817 184.04 [ -999.00 97.025 ] : RichDLLk: -38.187 184.74 [ -999.00 85.371 ] : RichDLLp: -36.205 185.32 [ -999.00 86.328 ] : RichDLLd: -35.113 185.76 [ -999.00 154.31 ] : RichDLLbt: -35.329 185.63 [ -999.00 70.646 ] : MuonBkgLL: -936.20 242.31 [ -999.00 0.013400 ] : MuonMuLL: -936.13 242.55 [ -999.00 0.0000 ] : MuonIsMuon: 0.044249 0.20565 [ 0.0000 1.0000 ] : MuonNShared: 0.16913 0.91713 [ 0.0000 25.000 ] : InAccMuon: 0.79856 0.40108 [ 0.0000 1.0000 ] : MuonIsLooseMuon: 0.062949 0.24287 [ 0.0000 1.0000 ] : InAccEcal: 0.78629 0.40993 [ 0.0000 1.0000 ] : EcalPIDe: -214.56 408.97 [ -999.00 4.0548 ] : EcalPIDmu: -214.09 409.21 [ -999.00 2.6452 ] : InAccHcal: 0.71316 0.45228 [ 0.0000 1.0000 ] : HcalPIDe: -287.05 451.51 [ -999.00 2.4864 ] : HcalPIDmu: -287.22 451.41 [ -999.00 2.6102 ] : PrsPIDe: -170.31 373.31 [ -999.00 3.4631 ] : ---------------------------------------------------------------------------------------------------------------------------- : : Will not produce scatter plots ==> : | The number of 31 input variables and 0 target values would require 465 two-dimensional : | histograms, which would occupy the computer's memory. Note that this : | suppression does not have any consequences for your analysis, other : | than not disposing of these scatter plots. You can modify the maximum : | number of input variables allowed to generate scatter plots in your : | script via the command line: : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" : : Some more output : Ranking input variables (method unspecific)...
IdTransformation : Ranking result (top variable is best ranked) : ---------------------------------------------- : Rank : Variable : Separation : ---------------------------------------------- : 1 : TrackPt : 5.918e-01 : 2 : RichDLLd : 5.038e-01 : 3 : RichDLLp : 4.247e-01 : 4 : RichDLLbt : 4.142e-01 : 5 : TrackP : 3.922e-01 : 6 : RichAboveKaThres : 3.669e-01 : 7 : RichDLLe : 3.031e-01 : 8 : RichAbovePrThres : 2.941e-01 : 9 : RichDLLk : 2.787e-01 : 10 : TrackGhostProbability : 1.193e-01 : 11 : RichAbovePiThres : 1.137e-01 : 12 : RichUsedR2Gas : 9.470e-02 : 13 : RichDLLmu : 7.588e-02 : 14 : InAccMuon : 5.296e-02 : 15 : TrackNumDof : 4.720e-02 : 16 : TrackFitTNDoF : 4.676e-02 : 17 : MuonNShared : 2.582e-02 : 18 : MuonMuLL : 2.580e-02 : 19 : MuonBkgLL : 2.540e-02 : 20 : MuonIsLooseMuon : 2.540e-02 : 21 : MuonIsMuon : 2.198e-02 : 22 : TrackChi2PerDof : 5.735e-03 : 23 : HcalPIDmu : 3.739e-03 : 24 : EcalPIDmu : 3.155e-03 : 25 : TrackFitTChi2 : 2.893e-03 : 26 : PrsPIDe : 2.087e-03 : 27 : HcalPIDe : 1.281e-03 : 28 : InAccHcal : 4.666e-04 : 29 : EcalPIDe : 2.822e-04 : 30 : RichUsedR1Gas : 2.019e-04 : 31 : InAccEcal : 2.487e-05 : ----------------------------------------------
Factory : Train method: Deuteron_Downstream_TMVA for Classification : : : ================================================================ : H e l p f o r M V A m e t h o d [ Deuteron_Downstream_TMVA ] : : : --- Short description: : : The MLP artificial neural network (ANN) is a traditional feed- : forward multilayer perceptron implementation. The MLP has a user- : defined hidden layer architecture, while the number of input (output) : nodes is determined by the input variables (output classes, i.e., : signal and one background). : : --- Performance optimisation: : : Neural networks are stable and performing for a large variety of : linear and non-linear classification problems. However, in contrast : to (e.g.) boosted decision trees, the user is advised to reduce the : number of input variables that have only little discrimination power. : : In the tests we have carried out so far, the MLP and ROOT networks : (TMlpANN, interfaced via TMVA) performed equally well, with however : a clear speed advantage for the MLP. The Clermont-Ferrand neural : net (CFMlpANN) exhibited worse classification performance in these : tests, which is partly due to the slow convergence of its training : (at least 10k training cycles are required to achieve approximately : competitive results). : : Overtraining: only the TMlpANN performs an explicit separation of the : full training sample into independent training and validation samples. : We have found that in most high-energy physics applications the : available degrees of freedom (training events) are sufficient to : constrain the weights of the relatively simple architectures required : to achieve good performance. Hence no overtraining should occur, and : the use of validation samples would only reduce the available training : information. However, if the performance on the training sample is : found to be significantly better than the one found with the inde- : pendent test sample, caution is needed. The results for these samples : are printed to standard output at the end of each training job. : : --- Performance tuning via configuration options: : : The hidden layer architecture for all ANNs is defined by the option : "HiddenLayers=N+1,N,...", where here the first hidden layer has N+1 : neurons and the second N neurons (and so on), and where N is the number : of input variables. Excessive numbers of hidden layers should be avoided, : in favour of more neurons in the first hidden layer. : : The number of cycles should be above 500. As said, if the number of : adjustable weights is small compared to the training sample size, : using a large number of training samples should not lead to overtraining. : : : ================================================================ :
TFHandler_Deuteron_Dow...: Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: -0.96093 0.080149 [ -1.0000 1.0000 ] : TrackPt: -0.95622 0.068636 [ -1.0000 1.0000 ] : TrackChi2PerDof: -0.48840 0.25308 [ -1.0000 1.0000 ] : TrackNumDof: 0.027578 0.32578 [ -1.0000 1.0000 ] : TrackGhostProbability: -0.79084 0.40339 [ -1.0000 1.0000 ] : TrackFitTChi2: -0.47846 0.23463 [ -1.0000 1.0000 ] : TrackFitTNDoF: 0.029509 0.32122 [ -1.0000 1.0000 ] : RichUsedR1Gas: 0.72631 0.68736 [ -1.0000 1.0000 ] : RichUsedR2Gas: -0.14112 0.98999 [ -1.0000 1.0000 ] : RichAbovePiThres: 0.66285 0.74875 [ -1.0000 1.0000 ] : RichAboveKaThres: -0.22641 0.97403 [ -1.0000 1.0000 ] : RichAbovePrThres: -0.56559 0.82469 [ -1.0000 1.0000 ] : RichDLLe: 0.72517 0.33157 [ -1.0000 1.0000 ] : RichDLLmu: 0.75212 0.33584 [ -1.0000 1.0000 ] : RichDLLk: 0.77211 0.34074 [ -1.0000 1.0000 ] : RichDLLp: 0.77420 0.34151 [ -1.0000 1.0000 ] : RichDLLd: 0.67151 0.32213 [ -1.0000 1.0000 ] : RichDLLbt: 0.80185 0.34708 [ -1.0000 1.0000 ] : MuonBkgLL: -0.87427 0.48509 [ -1.0000 1.0000 ] : MuonMuLL: -0.87414 0.48558 [ -1.0000 1.0000 ] : MuonIsMuon: -0.91150 0.41129 [ -1.0000 1.0000 ] : MuonNShared: -0.98647 0.073370 [ -1.0000 1.0000 ] : InAccMuon: 0.59712 0.80215 [ -1.0000 1.0000 ] : MuonIsLooseMuon: -0.87410 0.48574 [ -1.0000 1.0000 ] : InAccEcal: 0.57257 0.81986 [ -1.0000 1.0000 ] : EcalPIDe: 0.56411 0.81545 [ -1.0000 1.0000 ] : EcalPIDmu: 0.56724 0.81708 [ -1.0000 1.0000 ] : InAccHcal: 0.42633 0.90457 [ -1.0000 1.0000 ] : HcalPIDe: 0.42178 0.90169 [ -1.0000 1.0000 ] : HcalPIDmu: 0.42128 0.90137 [ -1.0000 1.0000 ] : PrsPIDe: 0.65332 0.74478 [ -1.0000 1.0000 ] : ---------------------------------------------------------------------------------------------------------------------------- : Training Network : : Inaccurate progress timing for MLP... : Elapsed time for training with 66149 events: 3.23e+03 sec
Deuteron_Downstream_TMVA : [GlobalPID_DataSet] : Evaluation of Deuteron_Downstream_TMVA on training sample (66149 events) : Elapsed time for evaluation of 66149 events: 1.63 sec : Creating xml weight file: GlobalPID_DataSet/./GlobalPID_Deuteron_Downstream_TMVA.weights.xml : Creating standalone class: GlobalPID_DataSet/./GlobalPID_Deuteron_Downstream_TMVA.class.C : Write special histos to file: Downstream-Deuteron-TMVA.root:/GlobalPID_DataSet/Method_Deuteron_Downstream_TMVA/Deuteron_Downstream_TMVA
Factory : Training finished : : Ranking input variables (method specific)...
Deuteron_Downstream_TMVA : Ranking result (top variable is best ranked) : ---------------------------------------------- : Rank : Variable : Importance : ---------------------------------------------- : 1 : TrackPt : 7.394e+02 : 2 : RichDLLbt : 4.997e+02 : 3 : RichDLLd : 2.713e+02 : 4 : TrackP : 2.293e+02 : 5 : RichDLLp : 2.167e+02 : 6 : RichDLLk : 1.749e+02 : 7 : MuonIsMuon : 1.036e+02 : 8 : MuonNShared : 7.926e+01 : 9 : RichAbovePiThres : 7.314e+01 : 10 : TrackGhostProbability : 6.889e+01 : 11 : RichAboveKaThres : 6.658e+01 : 12 : EcalPIDmu : 6.080e+01 : 13 : MuonMuLL : 5.619e+01 : 14 : MuonIsLooseMuon : 5.312e+01 : 15 : RichUsedR2Gas : 5.148e+01 : 16 : HcalPIDmu : 4.880e+01 : 17 : MuonBkgLL : 4.738e+01 : 18 : EcalPIDe : 4.540e+01 : 19 : RichAbovePrThres : 4.469e+01 : 20 : InAccEcal : 3.844e+01 : 21 : RichDLLe : 3.732e+01 : 22 : HcalPIDe : 3.621e+01 : 23 : RichDLLmu : 3.575e+01 : 24 : InAccHcal : 3.490e+01 : 25 : RichUsedR1Gas : 3.310e+01 : 26 : PrsPIDe : 3.112e+01 : 27 : InAccMuon : 2.789e+01 : 28 : TrackFitTChi2 : 2.537e+01 : 29 : TrackChi2PerDof : 2.108e+01 : 30 : TrackNumDof : 8.205e+00 : 31 : TrackFitTNDoF : 6.069e+00 : ----------------------------------------------
Factory : === Destroy and recreate all methods via weight files for testing === :
Deuteron_Downstream_TMVA : Building Network. : Initializing weights 2018-04-10 09:24:30 INFO | Starting Testing...
Factory : Test all methods
Factory : Test method: Deuteron_Downstream_TMVA for Classification performance :
Deuteron_Downstream_TMVA : [GlobalPID_DataSet] : Evaluation of Deuteron_Downstream_TMVA on testing sample (28227 events) : Elapsed time for evaluation of 28227 events: 0.692 sec 2018-04-10 09:24:30 INFO | Starting Evaluation...
Factory : Evaluate all methods
Factory : Evaluate classifier: Deuteron_Downstream_TMVA :
TFHandler_Deuteron_Dow...: Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: -0.96108 0.079146 [ -1.0001 0.50484 ] : TrackPt: -0.95671 0.066463 [ -1.0001 0.54293 ] : TrackChi2PerDof: -0.49043 0.25347 [ -0.99957 0.99996 ] : TrackNumDof: 0.029617 0.32388 [ -1.0833 1.0833 ] : TrackGhostProbability: -0.78675 0.40988 [ -0.99955 0.99953 ] : TrackFitTChi2: -0.47936 0.23486 [ -1.0003 0.82879 ] : TrackFitTNDoF: 0.032044 0.31938 [ -1.0000 1.0833 ] : RichUsedR1Gas: 0.73132 0.68203 [ -1.0000 1.0000 ] : RichUsedR2Gas: -0.14770 0.98903 [ -1.0000 1.0000 ] : RichAbovePiThres: 0.65884 0.75229 [ -1.0000 1.0000 ] : RichAboveKaThres: -0.22719 0.97385 [ -1.0000 1.0000 ] : RichAbovePrThres: -0.56793 0.82308 [ -1.0000 1.0000 ] : RichDLLe: 0.72149 0.33962 [ -1.0000 1.0004 ] : RichDLLmu: 0.74859 0.34407 [ -1.0000 0.95255 ] : RichDLLk: 0.76843 0.34907 [ -1.0000 0.95998 ] : RichDLLp: 0.77037 0.34981 [ -1.0000 1.0531 ] : RichDLLd: 0.66783 0.32993 [ -1.0000 0.98820 ] : RichDLLbt: 0.79787 0.35549 [ -1.0000 0.99921 ] : MuonBkgLL: -0.87504 0.48372 [ -1.0000 0.99998 ] : MuonMuLL: -0.87491 0.48419 [ -1.0000 1.0000 ] : MuonIsMuon: -0.90994 0.41473 [ -1.0000 1.0000 ] : MuonNShared: -0.98696 0.070238 [ -1.0000 0.76000 ] : InAccMuon: 0.58968 0.80763 [ -1.0000 1.0000 ] : MuonIsLooseMuon: -0.87487 0.48435 [ -1.0000 1.0000 ] : InAccEcal: 0.56425 0.82561 [ -1.0000 1.0000 ] : EcalPIDe: 0.55585 0.82118 [ -1.0000 1.0000 ] : EcalPIDmu: 0.55896 0.82282 [ -1.0000 1.0000 ] : InAccHcal: 0.42148 0.90684 [ -1.0000 1.0000 ] : HcalPIDe: 0.41693 0.90394 [ -1.0000 0.99993 ] : HcalPIDmu: 0.41644 0.90363 [ -1.0000 1.0000 ] : PrsPIDe: 0.64873 0.74883 [ -1.0000 1.0000 ] : ----------------------------------------------------------------------------------------------------------------------------
Deuteron_Downstream_TMVA : [GlobalPID_DataSet] : Loop over test events and fill histograms with classifier response... :
TFHandler_Deuteron_Dow...: Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: -0.96108 0.079146 [ -1.0001 0.50484 ] : TrackPt: -0.95671 0.066463 [ -1.0001 0.54293 ] : TrackChi2PerDof: -0.49043 0.25347 [ -0.99957 0.99996 ] : TrackNumDof: 0.029617 0.32388 [ -1.0833 1.0833 ] : TrackGhostProbability: -0.78675 0.40988 [ -0.99955 0.99953 ] : TrackFitTChi2: -0.47936 0.23486 [ -1.0003 0.82879 ] : TrackFitTNDoF: 0.032044 0.31938 [ -1.0000 1.0833 ] : RichUsedR1Gas: 0.73132 0.68203 [ -1.0000 1.0000 ] : RichUsedR2Gas: -0.14770 0.98903 [ -1.0000 1.0000 ] : RichAbovePiThres: 0.65884 0.75229 [ -1.0000 1.0000 ] : RichAboveKaThres: -0.22719 0.97385 [ -1.0000 1.0000 ] : RichAbovePrThres: -0.56793 0.82308 [ -1.0000 1.0000 ] : RichDLLe: 0.72149 0.33962 [ -1.0000 1.0004 ] : RichDLLmu: 0.74859 0.34407 [ -1.0000 0.95255 ] : RichDLLk: 0.76843 0.34907 [ -1.0000 0.95998 ] : RichDLLp: 0.77037 0.34981 [ -1.0000 1.0531 ] : RichDLLd: 0.66783 0.32993 [ -1.0000 0.98820 ] : RichDLLbt: 0.79787 0.35549 [ -1.0000 0.99921 ] : MuonBkgLL: -0.87504 0.48372 [ -1.0000 0.99998 ] : MuonMuLL: -0.87491 0.48419 [ -1.0000 1.0000 ] : MuonIsMuon: -0.90994 0.41473 [ -1.0000 1.0000 ] : MuonNShared: -0.98696 0.070238 [ -1.0000 0.76000 ] : InAccMuon: 0.58968 0.80763 [ -1.0000 1.0000 ] : MuonIsLooseMuon: -0.87487 0.48435 [ -1.0000 1.0000 ] : InAccEcal: 0.56425 0.82561 [ -1.0000 1.0000 ] : EcalPIDe: 0.55585 0.82118 [ -1.0000 1.0000 ] : EcalPIDmu: 0.55896 0.82282 [ -1.0000 1.0000 ] : InAccHcal: 0.42148 0.90684 [ -1.0000 1.0000 ] : HcalPIDe: 0.41693 0.90394 [ -1.0000 0.99993 ] : HcalPIDmu: 0.41644 0.90363 [ -1.0000 1.0000 ] : PrsPIDe: 0.64873 0.74883 [ -1.0000 1.0000 ] : ---------------------------------------------------------------------------------------------------------------------------- : : Will not produce scatter plots ==> : | The number of 31 input variables and 0 target values would require 465 two-dimensional : | histograms, which would occupy the computer's memory. Note that this : | suppression does not have any consequences for your analysis, other : | than not disposing of these scatter plots. You can modify the maximum : | number of input variables allowed to generate scatter plots in your : | script via the command line: : | "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = ;" : : Some more output : : Evaluation results ranked by best signal efficiency and purity (area) : ------------------------------------------------------------------------------------------------------------------- : DataSet MVA : Name: Method: ROC-integ : GlobalPID_DataSet Deuteron_Downstream_TMVA: 0.972 : ------------------------------------------------------------------------------------------------------------------- : : Testing efficiency compared to training efficiency (overtraining check) : ------------------------------------------------------------------------------------------------------------------- : DataSet MVA Signal efficiency: from test sample (from training sample) : Name: Method: @B=0.01 @B=0.10 @B=0.30 : ------------------------------------------------------------------------------------------------------------------- : GlobalPID_DataSet Deuteron_Downstream_TMVA: 0.585 (0.595) 0.934 (0.937) 0.988 (0.987) : ------------------------------------------------------------------------------------------------------------------- :
Dataset:GlobalPID_DataSet: Created tree 'TestTree' with 28227 events :
Dataset:GlobalPID_DataSet: Created tree 'TrainTree' with 66149 events :
Factory : Thank you for using TMVA! : For citation information, please visit: http://tmva.sf.net/citeTMVA.html 2018-04-10 09:24:41 INFO | ... Complete :) 2018-04-10 09:24:41 INFO | Finished... `GlobalPID_DataSet/GlobalPID_Deuteron_Downstream_TMVA.class.C' -> `./GlobalPID_Deuteron_Downstream_TMVA.class.C' `GlobalPID_DataSet/GlobalPID_Deuteron_Downstream_TMVA.weights.xml' -> `./GlobalPID_Deuteron_Downstream_TMVA.weights.xml' removed directory: `GlobalPID_DataSet' 2018-04-10 09:24:47 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache' 2018-04-10 09:24:47 INFO | Network Config file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Downstream/GlobalPID_Deuteron_Downstream_ANN.txt 2018-04-10 09:24:47 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Downstream/train-config.txt 2018-04-10 09:24:47 INFO | Parsed EqualSigBck : Signal Fraction 0.25 2018-04-10 09:24:47 INFO | Particle type = Deuteron 2018-04-10 09:24:47 INFO | Background types = All 2018-04-10 09:24:47 INFO | Training Mix = EqualSigBck 2018-04-10 09:24:47 INFO | Track type = Downstream 2018-04-10 09:24:47 INFO | Track PresSel = NoTrackPreSelection.txt 2018-04-10 09:24:47 INFO | Network type = TMVA 2018-04-10 09:24:47 INFO | Ghost treatment = Ghosts Ghosts 2018-04-10 09:24:47 INFO | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2018-04-10 09:24:47 INFO | Reweighting = NoReweight 2018-04-10 09:24:47 INFO | Output file = GlobalPID_Deuteron_Downstream_TMVA.weights.xml 2018-04-10 09:24:47 INFO | Skipping input #TrackCloneDist 2018-04-10 09:24:47 INFO | Skipping input #RichAboveElThres 2018-04-10 09:24:47 INFO | Skipping input #RichAboveMuThres 2018-04-10 09:24:47 INFO | Creating selection from 'NoTrackPreSelection.txt' 2018-04-10 09:24:47 INFO | -> # very very loose. Essentially no cuts 2018-04-10 09:24:47 INFO | -> TrackP > 0 2018-04-10 09:24:47 INFO | -> TrackPt > 0 2018-04-10 09:24:47 INFO | Creating selection from 'AllPhysTracksInEvent.txt' 2018-04-10 09:24:47 INFO | -> !HasMC || MCVertexType==1 || MCVertexType==2 2018-04-10 09:24:47 INFO | Training sample size (excluding ghosts) = 1800000 2018-04-10 09:24:47 INFO | Evaluation sample size = 10000000 2018-04-10 09:24:47 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.3/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Downstream/MVA.txt 2018-04-10 09:24:47 INFO | -> NBTASK = CLA 2018-04-10 09:24:47 INFO | -> NBMOM = 0.0 2018-04-10 09:24:47 INFO | -> NBREG = ALL 2018-04-10 09:24:47 INFO | -> TMVAVALIDATIONFRAC = 0.3 2018-04-10 09:24:47 INFO | -> TMVATESTFRAC = 0.3 2018-04-10 09:24:47 INFO | -> MaxTrainSizeFactor = 1.5 2018-04-10 09:24:47 INFO | -> HiddenLayerScaleFactor = 1.3 2018-04-10 09:24:47 INFO | -> NumberHiddenLayers = 1 2018-04-10 09:24:47 INFO | -> GhostAcceptFraction = 0.05 2018-04-10 09:24:47 INFO | -> PionAcceptFraction = 1.0 2018-04-10 09:24:47 INFO | -> KaonAcceptFraction = 0.5 2018-04-10 09:24:47 INFO | -> ProtonAcceptFraction = 0.5 2018-04-10 09:24:47 INFO | -> ReuseTrainingFiles = 1 2018-04-10 09:24:47 INFO | -> TrainingYear = MC2016Deuterons 2018-04-10 09:24:47 INFO | -> TMVAMETHOD = MLP 2018-04-10 09:24:47 INFO | -> TMVAUSEREGULATOR = false 2018-04-10 09:24:47 INFO | -> TMVAMLPNCYCLES = 750 2018-04-10 09:24:47 INFO | -> TMVAVARTRANSFORM = Norm 2018-04-10 09:24:47 INFO | -> TMVAMLPNEURONTYPE = tanh 2018-04-10 09:24:47 INFO | -> TMVAMLPMETHOD = BP 2018-04-10 09:24:47 INFO | -> TMVAMLPESTIMATORTYPE = CE 2018-04-10 09:24:47 INFO | -> TMVAMLPCONVIMPROVE = 1e-16 2018-04-10 09:24:47 INFO | -> TMVAMLPCONVTEST = 15 2018-04-10 09:24:47 INFO | -> TMVABDTBOOSTTYPE = AdaBoost 2018-04-10 09:24:47 INFO | -> TMVABDTNTREES = 800 2018-04-10 09:24:47 INFO | -> TMVABDTPRUNEMETHOD = CostComplexity 2018-04-10 09:24:47 INFO | -> TMVABDTMAXTREEDEPTH = 3 2018-04-10 09:24:47 INFO | -> TMVADNNERRSTRAT = CROSSENTROPY 2018-04-10 09:24:47 INFO | -> TMVADNNTRAINCONFA = UNDEFINED 2018-04-10 09:24:47 INFO | -> TMVADNNTRAINCONFB = 2018-04-10 09:24:47 INFO | -> TMVADNNTRAINCONFC = 2018-04-10 09:24:47 INFO | -> TMVADNNLAYOUT = UNDEFINED 2018-04-10 09:24:47 INFO | -> TMVADNNWEIGHTINIT = XAVIERUNIFORM 2018-04-10 09:24:47 INFO | -> TMVADNNARCH = STANDARD 2018-04-10 09:24:47 INFO | Reading Parameters file = Eval.txt 2018-04-10 09:24:47 INFO | -> EVALMODE = EvalWithPreSel 2018-04-10 09:24:47 INFO | -> EVALDATA = Mixture 2018-04-10 09:24:47 INFO | -> EVALYEAR = MC2016Deuterons 2018-04-10 09:24:47 INFO | Node layer two scale = 1.3 2018-04-10 09:24:47 INFO | Ghost Accept Fraction = 0.05 2018-04-10 09:24:47 INFO | Proton Accept Fraction = 0.5 2018-04-10 09:24:47 INFO | Kaon Accept Fraction = 0.5 2018-04-10 09:24:47 INFO | Pion Accept Fraction = 1 2018-04-10 09:24:47 INFO | Max Training sample size (with ghosts) = 2700000 2018-04-10 09:24:47 INFO | Training data year = MC2016Deuterons 2018-04-10 09:24:47 INFO | Evaluation data year = MC2016Deuterons 2018-04-10 09:24:47 INFO | Input Data file = TrainingFiles-Mixture.txt 2018-04-10 09:24:47 INFO | Using 255 data files 2018-04-10 09:24:47 INFO | Will prescale non deuterons by 0.05 2018-04-10 09:24:47 INFO | Training Datafile Selection hash = e87e06c331983693 2018-04-10 09:24:47 INFO | Target selected entries per file = 15748 2018-04-10 09:24:47 INFO | Using training file (1/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000022.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:48 INFO | -> Pre-selected 1374 entries from 4151 ( 33.1005 % ) 2018-04-10 09:24:49 INFO | -> Selected 366 entries ( 8.81715 % ). Overall 233 ( 0.0129444 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:49 INFO | Using training file (2/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000016.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:49 INFO | -> Pre-selected 524 entries from 1650 ( 31.7576 % ) 2018-04-10 09:24:49 INFO | -> Selected 181 entries ( 10.9697 % ). Overall 350 ( 0.0194444 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:49 INFO | Using training file (3/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000023.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:49 INFO | -> Pre-selected 1442 entries from 4423 ( 32.6023 % ) 2018-04-10 09:24:49 INFO | -> Selected 423 entries ( 9.56364 % ). Overall 626 ( 0.0347778 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:49 INFO | Using training file (4/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000085.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:49 INFO | -> Pre-selected 360 entries from 1125 ( 32 % ) 2018-04-10 09:24:49 INFO | -> Selected 112 entries ( 9.95556 % ). Overall 695 ( 0.0386111 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:49 INFO | Using training file (5/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000067.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:49 INFO | -> Pre-selected 1019 entries from 3151 ( 32.3389 % ) 2018-04-10 09:24:50 INFO | -> Selected 367 entries ( 11.6471 % ). Overall 923 ( 0.0512778 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:50 INFO | Using training file (6/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000028.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:50 INFO | -> Pre-selected 564 entries from 1726 ( 32.6767 % ) 2018-04-10 09:24:50 INFO | -> Selected 133 entries ( 7.70568 % ). Overall 1003 ( 0.0557222 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:50 INFO | Using training file (7/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000044.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:50 INFO | -> Pre-selected 1510 entries from 4459 ( 33.8641 % ) 2018-04-10 09:24:50 INFO | -> Selected 548 entries ( 12.2898 % ). Overall 1367 ( 0.0759444 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:50 INFO | Using training file (8/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000079.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:50 INFO | -> Pre-selected 1469 entries from 4430 ( 33.1603 % ) 2018-04-10 09:24:51 INFO | -> Selected 402 entries ( 9.07449 % ). Overall 1632 ( 0.0906667 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:51 INFO | Using training file (9/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000054.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:51 INFO | -> Pre-selected 1378 entries from 4339 ( 31.7585 % ) 2018-04-10 09:24:51 INFO | -> Selected 403 entries ( 9.28785 % ). Overall 1903 ( 0.105722 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:51 INFO | Using training file (10/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000025.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:51 INFO | -> Pre-selected 517 entries from 1644 ( 31.4477 % ) 2018-04-10 09:24:51 INFO | -> Selected 193 entries ( 11.7397 % ). Overall 2027 ( 0.112611 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:51 INFO | Using training file (11/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000101.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:51 INFO | -> Pre-selected 1096 entries from 3337 ( 32.8439 % ) 2018-04-10 09:24:51 INFO | -> Selected 315 entries ( 9.43962 % ). Overall 2231 ( 0.123944 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:51 INFO | Using training file (12/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000060.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:51 INFO | -> Pre-selected 1391 entries from 4415 ( 31.5062 % ) 2018-04-10 09:24:52 INFO | -> Selected 478 entries ( 10.8267 % ). Overall 2550 ( 0.141667 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:52 INFO | Using training file (13/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000036.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:52 INFO | -> Pre-selected 1398 entries from 4380 ( 31.9178 % ) 2018-04-10 09:24:52 INFO | -> Selected 414 entries ( 9.45205 % ). Overall 2810 ( 0.156111 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:52 INFO | Using training file (14/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000064.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:52 INFO | -> Pre-selected 1394 entries from 4474 ( 31.1578 % ) 2018-04-10 09:24:52 INFO | -> Selected 379 entries ( 8.47117 % ). Overall 3063 ( 0.170167 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:52 INFO | Using training file (15/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000105.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:52 INFO | -> Pre-selected 1452 entries from 4450 ( 32.6292 % ) 2018-04-10 09:24:53 INFO | -> Selected 431 entries ( 9.68539 % ). Overall 3342 ( 0.185667 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:53 INFO | Using training file (16/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000010.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:53 INFO | -> Pre-selected 532 entries from 1650 ( 32.2424 % ) 2018-04-10 09:24:53 INFO | -> Selected 143 entries ( 8.66667 % ). Overall 3436 ( 0.190889 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:53 INFO | Using training file (17/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000056.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:53 INFO | -> Pre-selected 1073 entries from 3189 ( 33.6469 % ) 2018-04-10 09:24:53 INFO | -> Selected 353 entries ( 11.0693 % ). Overall 3664 ( 0.203556 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:53 INFO | Using training file (18/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000086.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:53 INFO | -> Pre-selected 1039 entries from 3328 ( 31.22 % ) 2018-04-10 09:24:53 INFO | -> Selected 306 entries ( 9.19471 % ). Overall 3867 ( 0.214833 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:53 INFO | Using training file (19/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000099.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:54 INFO | -> Pre-selected 1514 entries from 4514 ( 33.5401 % ) 2018-04-10 09:24:54 INFO | -> Selected 558 entries ( 12.3615 % ). Overall 4208 ( 0.233778 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:54 INFO | Using training file (20/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000106.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:54 INFO | -> Pre-selected 1397 entries from 4246 ( 32.9016 % ) 2018-04-10 09:24:54 INFO | -> Selected 433 entries ( 10.1978 % ). Overall 4494 ( 0.249667 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:54 INFO | Using training file (21/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000006.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:54 INFO | -> Pre-selected 1398 entries from 4198 ( 33.3016 % ) 2018-04-10 09:24:54 INFO | -> Selected 423 entries ( 10.0762 % ). Overall 4780 ( 0.265556 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:54 INFO | Using training file (22/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000025.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:54 INFO | -> Pre-selected 1042 entries from 3212 ( 32.4408 % ) 2018-04-10 09:24:55 INFO | -> Selected 295 entries ( 9.18431 % ). Overall 4968 ( 0.276 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:55 INFO | Using training file (23/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000063.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:55 INFO | -> Pre-selected 1492 entries from 4428 ( 33.6947 % ) 2018-04-10 09:24:55 INFO | -> Selected 446 entries ( 10.0723 % ). Overall 5252 ( 0.291778 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:55 INFO | Using training file (24/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000087.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:55 INFO | -> Pre-selected 1408 entries from 4342 ( 32.4275 % ) 2018-04-10 09:24:55 INFO | -> Selected 451 entries ( 10.3869 % ). Overall 5561 ( 0.308944 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:55 INFO | Using training file (25/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000075.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:55 INFO | -> Pre-selected 1486 entries from 4462 ( 33.3035 % ) 2018-04-10 09:24:56 INFO | -> Selected 393 entries ( 8.80771 % ). Overall 5806 ( 0.322556 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:56 INFO | Using training file (26/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000002.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:56 INFO | -> Pre-selected 1086 entries from 3388 ( 32.0543 % ) 2018-04-10 09:24:56 INFO | -> Selected 258 entries ( 7.61511 % ). Overall 5969 ( 0.331611 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:56 INFO | Using training file (27/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000090.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:56 INFO | -> Pre-selected 1045 entries from 3114 ( 33.5581 % ) 2018-04-10 09:24:56 INFO | -> Selected 292 entries ( 9.37701 % ). Overall 6159 ( 0.342167 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:56 INFO | Using training file (28/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000069.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:56 INFO | -> Pre-selected 1529 entries from 4540 ( 33.6784 % ) 2018-04-10 09:24:57 INFO | -> Selected 487 entries ( 10.7269 % ). Overall 6469 ( 0.359389 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:57 INFO | Using training file (29/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000008.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:57 INFO | -> Pre-selected 560 entries from 1653 ( 33.8778 % ) 2018-04-10 09:24:57 INFO | -> Selected 149 entries ( 9.01391 % ). Overall 6567 ( 0.364833 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:57 INFO | Using training file (30/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000051.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:57 INFO | -> Pre-selected 1394 entries from 4346 ( 32.0755 % ) 2018-04-10 09:24:57 INFO | -> Selected 497 entries ( 11.4358 % ). Overall 6874 ( 0.381889 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:57 INFO | Using training file (31/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000003.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:57 INFO | -> Pre-selected 1492 entries from 4389 ( 33.9941 % ) 2018-04-10 09:24:58 INFO | -> Selected 443 entries ( 10.0934 % ). Overall 7164 ( 0.398 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:58 INFO | Using training file (32/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000070.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:58 INFO | -> Pre-selected 380 entries from 1183 ( 32.1217 % ) 2018-04-10 09:24:58 INFO | -> Selected 133 entries ( 11.2426 % ). Overall 7245 ( 0.4025 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:58 INFO | Using training file (33/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000030.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:58 INFO | -> Pre-selected 1047 entries from 3415 ( 30.6589 % ) 2018-04-10 09:24:58 INFO | -> Selected 290 entries ( 8.49195 % ). Overall 7441 ( 0.413389 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:58 INFO | Using training file (34/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000031.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:58 INFO | -> Pre-selected 1385 entries from 4246 ( 32.6189 % ) 2018-04-10 09:24:58 INFO | -> Selected 427 entries ( 10.0565 % ). Overall 7721 ( 0.428944 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:58 INFO | Using training file (35/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000015.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:58 INFO | -> Pre-selected 1486 entries from 4372 ( 33.989 % ) 2018-04-10 09:24:59 INFO | -> Selected 435 entries ( 9.94968 % ). Overall 8003 ( 0.444611 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:59 INFO | Using training file (36/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000027.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:59 INFO | -> Pre-selected 504 entries from 1605 ( 31.4019 % ) 2018-04-10 09:24:59 INFO | -> Selected 159 entries ( 9.90654 % ). Overall 8106 ( 0.450333 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:59 INFO | Using training file (37/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000011.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:59 INFO | -> Pre-selected 570 entries from 1649 ( 34.5664 % ) 2018-04-10 09:24:59 INFO | -> Selected 184 entries ( 11.1583 % ). Overall 8230 ( 0.457222 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:24:59 INFO | Using training file (38/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000057.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:24:59 INFO | -> Pre-selected 1495 entries from 4522 ( 33.0606 % ) 2018-04-10 09:24:59 INFO | -> Selected 443 entries ( 9.79655 % ). Overall 8516 ( 0.473111 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:00 INFO | Using training file (39/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000017.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:00 INFO | -> Pre-selected 1440 entries from 4448 ( 32.3741 % ) 2018-04-10 09:25:00 INFO | -> Selected 465 entries ( 10.4541 % ). Overall 8822 ( 0.490111 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:00 INFO | Using training file (40/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000098.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:00 INFO | -> Pre-selected 1127 entries from 3439 ( 32.7712 % ) 2018-04-10 09:25:00 INFO | -> Selected 346 entries ( 10.0611 % ). Overall 9021 ( 0.501167 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:00 INFO | Using training file (41/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000052.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:00 INFO | -> Pre-selected 1400 entries from 4283 ( 32.6874 % ) 2018-04-10 09:25:01 INFO | -> Selected 448 entries ( 10.46 % ). Overall 9329 ( 0.518278 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:01 INFO | Using training file (42/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000093.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:01 INFO | -> Pre-selected 1420 entries from 4257 ( 33.3568 % ) 2018-04-10 09:25:01 INFO | -> Selected 484 entries ( 11.3695 % ). Overall 9646 ( 0.535889 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:01 INFO | Using training file (43/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000111.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:01 INFO | -> Pre-selected 1425 entries from 4329 ( 32.9175 % ) 2018-04-10 09:25:01 INFO | -> Selected 497 entries ( 11.4807 % ). Overall 9961 ( 0.553389 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:01 INFO | Using training file (44/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000005.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:01 INFO | -> Pre-selected 1494 entries from 4520 ( 33.0531 % ) 2018-04-10 09:25:02 INFO | -> Selected 432 entries ( 9.55752 % ). Overall 10239 ( 0.568833 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:02 INFO | Using training file (45/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000018.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:02 INFO | -> Pre-selected 1476 entries from 4506 ( 32.7563 % ) 2018-04-10 09:25:02 INFO | -> Selected 399 entries ( 8.85486 % ). Overall 10499 ( 0.583278 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:02 INFO | Using training file (46/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000067.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:02 INFO | -> Pre-selected 1506 entries from 4519 ( 33.326 % ) 2018-04-10 09:25:02 INFO | -> Selected 384 entries ( 8.49746 % ). Overall 10746 ( 0.597 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:02 INFO | Using training file (47/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000075.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:03 INFO | -> Pre-selected 1479 entries from 4554 ( 32.4769 % ) 2018-04-10 09:25:03 INFO | -> Selected 408 entries ( 8.95916 % ). Overall 10986 ( 0.610333 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:03 INFO | Using training file (48/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000066.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:03 INFO | -> Pre-selected 973 entries from 2951 ( 32.9719 % ) 2018-04-10 09:25:03 INFO | -> Selected 290 entries ( 9.82718 % ). Overall 11179 ( 0.621056 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:03 INFO | Using training file (49/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000012.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:03 INFO | -> Pre-selected 1063 entries from 3323 ( 31.9892 % ) 2018-04-10 09:25:03 INFO | -> Selected 336 entries ( 10.1113 % ). Overall 11389 ( 0.632722 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:03 INFO | Using training file (50/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000096.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:03 INFO | -> Pre-selected 1420 entries from 4557 ( 31.1609 % ) 2018-04-10 09:25:04 INFO | -> Selected 398 entries ( 8.73382 % ). Overall 11657 ( 0.647611 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:04 INFO | Using training file (51/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000058.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:04 INFO | -> Pre-selected 1090 entries from 3303 ( 33.0003 % ) 2018-04-10 09:25:04 INFO | -> Selected 372 entries ( 11.2625 % ). Overall 11896 ( 0.660889 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:04 INFO | Using training file (52/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000037.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:04 INFO | -> Pre-selected 1362 entries from 4293 ( 31.7261 % ) 2018-04-10 09:25:04 INFO | -> Selected 372 entries ( 8.66527 % ). Overall 12138 ( 0.674333 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:04 INFO | Using training file (53/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000028.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:04 INFO | -> Pre-selected 1400 entries from 4198 ( 33.3492 % ) 2018-04-10 09:25:05 INFO | -> Selected 392 entries ( 9.33778 % ). Overall 12394 ( 0.688556 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:05 INFO | Using training file (54/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000021.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:05 INFO | -> Pre-selected 499 entries from 1585 ( 31.4826 % ) 2018-04-10 09:25:05 INFO | -> Selected 150 entries ( 9.46372 % ). Overall 12500 ( 0.694444 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:05 INFO | Using training file (55/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000081.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:05 INFO | -> Pre-selected 1475 entries from 4455 ( 33.1089 % ) 2018-04-10 09:25:05 INFO | -> Selected 420 entries ( 9.42761 % ). Overall 12760 ( 0.708889 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:05 INFO | Using training file (56/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000091.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:05 INFO | -> Pre-selected 1095 entries from 3487 ( 31.4024 % ) 2018-04-10 09:25:06 INFO | -> Selected 369 entries ( 10.5822 % ). Overall 12993 ( 0.721833 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:06 INFO | Using training file (57/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000108.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:06 INFO | -> Pre-selected 1441 entries from 4501 ( 32.0151 % ) 2018-04-10 09:25:06 INFO | -> Selected 432 entries ( 9.59787 % ). Overall 13264 ( 0.736889 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:06 INFO | Using training file (58/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000005.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:06 INFO | -> Pre-selected 1468 entries from 4433 ( 33.1153 % ) 2018-04-10 09:25:06 INFO | -> Selected 444 entries ( 10.0158 % ). Overall 13549 ( 0.752722 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:06 INFO | Using training file (59/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000055.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:06 INFO | -> Pre-selected 1378 entries from 4131 ( 33.3575 % ) 2018-04-10 09:25:07 INFO | -> Selected 354 entries ( 8.56935 % ). Overall 13772 ( 0.765111 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:07 INFO | Using training file (60/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000020.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:07 INFO | -> Pre-selected 1063 entries from 3460 ( 30.7225 % ) 2018-04-10 09:25:07 INFO | -> Selected 353 entries ( 10.2023 % ). Overall 13993 ( 0.777389 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:07 INFO | Using training file (61/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000034.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:07 INFO | -> Pre-selected 1439 entries from 4355 ( 33.0425 % ) 2018-04-10 09:25:07 INFO | -> Selected 413 entries ( 9.48335 % ). Overall 14260 ( 0.792222 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:07 INFO | Using training file (62/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000082.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:07 INFO | -> Pre-selected 1487 entries from 4373 ( 34.0041 % ) 2018-04-10 09:25:08 INFO | -> Selected 452 entries ( 10.3362 % ). Overall 14563 ( 0.809056 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:08 INFO | Using training file (63/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000074.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:08 INFO | -> Pre-selected 1441 entries from 4195 ( 34.3504 % ) 2018-04-10 09:25:08 INFO | -> Selected 428 entries ( 10.2026 % ). Overall 14836 ( 0.824222 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:08 INFO | Using training file (64/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000054.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:08 INFO | -> Pre-selected 1523 entries from 4430 ( 34.3792 % ) 2018-04-10 09:25:08 INFO | -> Selected 498 entries ( 11.2415 % ). Overall 15148 ( 0.841556 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:08 INFO | Using training file (65/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000061.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:08 INFO | -> Pre-selected 1075 entries from 3337 ( 32.2146 % ) 2018-04-10 09:25:09 INFO | -> Selected 358 entries ( 10.7282 % ). Overall 15377 ( 0.854278 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:09 INFO | Using training file (66/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000041.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:09 INFO | -> Pre-selected 1432 entries from 4567 ( 31.3554 % ) 2018-04-10 09:25:09 INFO | -> Selected 472 entries ( 10.335 % ). Overall 15669 ( 0.8705 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:09 INFO | Using training file (67/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000035.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:09 INFO | -> Pre-selected 1388 entries from 4401 ( 31.5383 % ) 2018-04-10 09:25:09 INFO | -> Selected 389 entries ( 8.8389 % ). Overall 15919 ( 0.884389 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:09 INFO | Using training file (68/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000013.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:09 INFO | -> Pre-selected 523 entries from 1589 ( 32.9138 % ) 2018-04-10 09:25:09 INFO | -> Selected 131 entries ( 8.24418 % ). Overall 16006 ( 0.889222 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:09 INFO | Using training file (69/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000062.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:10 INFO | -> Pre-selected 1076 entries from 3219 ( 33.4265 % ) 2018-04-10 09:25:10 INFO | -> Selected 359 entries ( 11.1525 % ). Overall 16233 ( 0.901833 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:10 INFO | Using training file (70/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000097.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:10 INFO | -> Pre-selected 1396 entries from 4303 ( 32.4425 % ) 2018-04-10 09:25:10 INFO | -> Selected 387 entries ( 8.99373 % ). Overall 16504 ( 0.916889 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:10 INFO | Using training file (71/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000088.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:10 INFO | -> Pre-selected 1147 entries from 3482 ( 32.9408 % ) 2018-04-10 09:25:10 INFO | -> Selected 397 entries ( 11.4015 % ). Overall 16773 ( 0.931833 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:10 INFO | Using training file (72/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000093.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:10 INFO | -> Pre-selected 1422 entries from 4409 ( 32.2522 % ) 2018-04-10 09:25:11 INFO | -> Selected 377 entries ( 8.55069 % ). Overall 17004 ( 0.944667 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:11 INFO | Using training file (73/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000046.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:11 INFO | -> Pre-selected 1440 entries from 4409 ( 32.6605 % ) 2018-04-10 09:25:11 INFO | -> Selected 386 entries ( 8.75482 % ). Overall 17249 ( 0.958278 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:11 INFO | Using training file (74/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000076.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:11 INFO | -> Pre-selected 1392 entries from 4320 ( 32.2222 % ) 2018-04-10 09:25:11 INFO | -> Selected 495 entries ( 11.4583 % ). Overall 17566 ( 0.975889 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:11 INFO | Using training file (75/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000027.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:11 INFO | -> Pre-selected 1471 entries from 4427 ( 33.2279 % ) 2018-04-10 09:25:12 INFO | -> Selected 501 entries ( 11.3169 % ). Overall 17893 ( 0.994056 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:12 INFO | Using training file (76/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000110.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:12 INFO | -> Pre-selected 1497 entries from 4477 ( 33.4376 % ) 2018-04-10 09:25:12 INFO | -> Selected 440 entries ( 9.82801 % ). Overall 18174 ( 1.00967 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:12 INFO | Using training file (77/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000018.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:12 INFO | -> Pre-selected 1380 entries from 4248 ( 32.4859 % ) 2018-04-10 09:25:12 INFO | -> Selected 413 entries ( 9.72222 % ). Overall 18433 ( 1.02406 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:12 INFO | Using training file (78/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000007.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:12 INFO | -> Pre-selected 565 entries from 1718 ( 32.8871 % ) 2018-04-10 09:25:13 INFO | -> Selected 217 entries ( 12.631 % ). Overall 18566 ( 1.03144 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:13 INFO | Using training file (79/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000000.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:13 INFO | -> Pre-selected 556 entries from 1620 ( 34.321 % ) 2018-04-10 09:25:13 INFO | -> Selected 158 entries ( 9.75309 % ). Overall 18677 ( 1.03761 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:13 INFO | Using training file (80/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000050.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:13 INFO | -> Pre-selected 1426 entries from 4286 ( 33.2711 % ) 2018-04-10 09:25:13 INFO | -> Selected 476 entries ( 11.1059 % ). Overall 18974 ( 1.05411 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:13 INFO | Using training file (81/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000097.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:13 INFO | -> Pre-selected 1474 entries from 4416 ( 33.3786 % ) 2018-04-10 09:25:13 INFO | -> Selected 403 entries ( 9.12591 % ). Overall 19233 ( 1.0685 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:13 INFO | Using training file (82/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000096.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:13 INFO | -> Pre-selected 1390 entries from 4324 ( 32.1462 % ) 2018-04-10 09:25:14 INFO | -> Selected 430 entries ( 9.9445 % ). Overall 19510 ( 1.08389 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:14 INFO | Using training file (83/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000029.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:14 INFO | -> Pre-selected 1420 entries from 4337 ( 32.7415 % ) 2018-04-10 09:25:14 INFO | -> Selected 373 entries ( 8.60042 % ). Overall 19750 ( 1.09722 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:14 INFO | Using training file (84/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000019.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:14 INFO | -> Pre-selected 532 entries from 1644 ( 32.3601 % ) 2018-04-10 09:25:14 INFO | -> Selected 182 entries ( 11.0706 % ). Overall 19867 ( 1.10372 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:14 INFO | Using training file (85/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000035.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:14 INFO | -> Pre-selected 1498 entries from 4393 ( 34.0997 % ) 2018-04-10 09:25:15 INFO | -> Selected 520 entries ( 11.837 % ). Overall 20181 ( 1.12117 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:15 INFO | Using training file (86/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000080.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:15 INFO | -> Pre-selected 1491 entries from 4534 ( 32.8849 % ) 2018-04-10 09:25:15 INFO | -> Selected 466 entries ( 10.2779 % ). Overall 20471 ( 1.13728 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:15 INFO | Using training file (87/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000024.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:15 INFO | -> Pre-selected 544 entries from 1635 ( 33.2722 % ) 2018-04-10 09:25:15 INFO | -> Selected 170 entries ( 10.3976 % ). Overall 20575 ( 1.14306 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:15 INFO | Using training file (88/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000053.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:15 INFO | -> Pre-selected 1413 entries from 4300 ( 32.8605 % ) 2018-04-10 09:25:15 INFO | -> Selected 427 entries ( 9.93023 % ). Overall 20858 ( 1.15878 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:15 INFO | Using training file (89/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000004.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:15 INFO | -> Pre-selected 1520 entries from 4662 ( 32.604 % ) 2018-04-10 09:25:16 INFO | -> Selected 488 entries ( 10.4676 % ). Overall 21157 ( 1.17539 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:16 INFO | Using training file (90/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000063.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:16 INFO | -> Pre-selected 1402 entries from 4239 ( 33.0738 % ) 2018-04-10 09:25:16 INFO | -> Selected 481 entries ( 11.347 % ). Overall 21466 ( 1.19256 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:16 INFO | Using training file (91/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000020.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:16 INFO | -> Pre-selected 524 entries from 1676 ( 31.2649 % ) 2018-04-10 09:25:16 INFO | -> Selected 147 entries ( 8.77088 % ). Overall 21556 ( 1.19756 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:16 INFO | Using training file (92/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000059.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:16 INFO | -> Pre-selected 1394 entries from 4380 ( 31.8265 % ) 2018-04-10 09:25:17 INFO | -> Selected 451 entries ( 10.2968 % ). Overall 21837 ( 1.21317 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:17 INFO | Using training file (93/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000071.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:17 INFO | -> Pre-selected 1444 entries from 4323 ( 33.4027 % ) 2018-04-10 09:25:17 INFO | -> Selected 412 entries ( 9.53042 % ). Overall 22093 ( 1.22739 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:17 INFO | Using training file (94/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000078.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:17 INFO | -> Pre-selected 1460 entries from 4620 ( 31.6017 % ) 2018-04-10 09:25:17 INFO | -> Selected 410 entries ( 8.87446 % ). Overall 22352 ( 1.24178 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:17 INFO | Using training file (95/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000066.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:17 INFO | -> Pre-selected 1426 entries from 4148 ( 34.378 % ) 2018-04-10 09:25:18 INFO | -> Selected 411 entries ( 9.90839 % ). Overall 22625 ( 1.25694 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:18 INFO | Using training file (96/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000072.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:18 INFO | -> Pre-selected 1520 entries from 4548 ( 33.4213 % ) 2018-04-10 09:25:18 INFO | -> Selected 492 entries ( 10.8179 % ). Overall 22922 ( 1.27344 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:18 INFO | Using training file (97/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000012.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:18 INFO | -> Pre-selected 550 entries from 1609 ( 34.1827 % ) 2018-04-10 09:25:18 INFO | -> Selected 192 entries ( 11.9329 % ). Overall 23051 ( 1.28061 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:18 INFO | Using training file (98/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000023.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:18 INFO | -> Pre-selected 1420 entries from 4372 ( 32.4794 % ) 2018-04-10 09:25:19 INFO | -> Selected 420 entries ( 9.60659 % ). Overall 23330 ( 1.29611 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:19 INFO | Using training file (99/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000110.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:19 INFO | -> Pre-selected 1515 entries from 4561 ( 33.2164 % ) 2018-04-10 09:25:19 INFO | -> Selected 451 entries ( 9.88818 % ). Overall 23615 ( 1.31194 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:19 INFO | Using training file (100/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000092.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:19 INFO | -> Pre-selected 1377 entries from 4248 ( 32.4153 % ) 2018-04-10 09:25:19 INFO | -> Selected 393 entries ( 9.25141 % ). Overall 23870 ( 1.32611 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:19 INFO | Using training file (101/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000023.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:19 INFO | -> Pre-selected 554 entries from 1613 ( 34.3459 % ) 2018-04-10 09:25:20 INFO | -> Selected 180 entries ( 11.1593 % ). Overall 23992 ( 1.33289 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:20 INFO | Using training file (102/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000111.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:20 INFO | -> Pre-selected 1011 entries from 3102 ( 32.5919 % ) 2018-04-10 09:25:20 INFO | -> Selected 326 entries ( 10.5093 % ). Overall 24209 ( 1.34494 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:20 INFO | Using training file (103/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000085.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:20 INFO | -> Pre-selected 1442 entries from 4366 ( 33.0279 % ) 2018-04-10 09:25:20 INFO | -> Selected 427 entries ( 9.78012 % ). Overall 24500 ( 1.36111 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:20 INFO | Using training file (104/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000059.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:20 INFO | -> Pre-selected 1504 entries from 4498 ( 33.4371 % ) 2018-04-10 09:25:21 INFO | -> Selected 458 entries ( 10.1823 % ). Overall 24800 ( 1.37778 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:21 INFO | Using training file (105/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000020.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:21 INFO | -> Pre-selected 1421 entries from 4411 ( 32.2149 % ) 2018-04-10 09:25:21 INFO | -> Selected 431 entries ( 9.77103 % ). Overall 25103 ( 1.39461 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:21 INFO | Using training file (106/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000016.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:21 INFO | -> Pre-selected 1493 entries from 4380 ( 34.0868 % ) 2018-04-10 09:25:21 INFO | -> Selected 458 entries ( 10.4566 % ). Overall 25399 ( 1.41106 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:21 INFO | Using training file (107/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000060.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:21 INFO | -> Pre-selected 1362 entries from 4210 ( 32.3515 % ) 2018-04-10 09:25:22 INFO | -> Selected 341 entries ( 8.09976 % ). Overall 25611 ( 1.42283 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:22 INFO | Using training file (108/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000045.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:22 INFO | -> Pre-selected 1424 entries from 4286 ( 33.2245 % ) 2018-04-10 09:25:22 INFO | -> Selected 343 entries ( 8.0028 % ). Overall 25831 ( 1.43506 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:22 INFO | Using training file (109/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000055.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:22 INFO | -> Pre-selected 1474 entries from 4585 ( 32.1483 % ) 2018-04-10 09:25:22 INFO | -> Selected 428 entries ( 9.33479 % ). Overall 26117 ( 1.45094 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:22 INFO | Using training file (110/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000009.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:22 INFO | -> Pre-selected 1385 entries from 4260 ( 32.5117 % ) 2018-04-10 09:25:23 INFO | -> Selected 447 entries ( 10.493 % ). Overall 26390 ( 1.46611 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:23 INFO | Using training file (111/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000108.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:23 INFO | -> Pre-selected 1097 entries from 3203 ( 34.2491 % ) 2018-04-10 09:25:23 INFO | -> Selected 351 entries ( 10.9585 % ). Overall 26625 ( 1.47917 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:23 INFO | Using training file (112/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000011.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:23 INFO | -> Pre-selected 1476 entries from 4343 ( 33.9857 % ) 2018-04-10 09:25:23 INFO | -> Selected 437 entries ( 10.0622 % ). Overall 26895 ( 1.49417 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:23 INFO | Using training file (113/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000029.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:23 INFO | -> Pre-selected 444 entries from 1439 ( 30.8548 % ) 2018-04-10 09:25:24 INFO | -> Selected 151 entries ( 10.4934 % ). Overall 26989 ( 1.49939 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:24 INFO | Using training file (114/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000015.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:24 INFO | -> Pre-selected 1092 entries from 3253 ( 33.569 % ) 2018-04-10 09:25:24 INFO | -> Selected 383 entries ( 11.7737 % ). Overall 27225 ( 1.5125 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:24 INFO | Using training file (115/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000019.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:24 INFO | -> Pre-selected 1433 entries from 4288 ( 33.4188 % ) 2018-04-10 09:25:24 INFO | -> Selected 366 entries ( 8.53545 % ). Overall 27465 ( 1.52583 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:24 INFO | Using training file (116/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000010.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:24 INFO | -> Pre-selected 1493 entries from 4449 ( 33.5581 % ) 2018-04-10 09:25:25 INFO | -> Selected 408 entries ( 9.1706 % ). Overall 27736 ( 1.54089 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:25 INFO | Using training file (117/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000004.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:25 INFO | -> Pre-selected 698 entries from 2200 ( 31.7273 % ) 2018-04-10 09:25:25 INFO | -> Selected 212 entries ( 9.63636 % ). Overall 27858 ( 1.54767 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:25 INFO | Using training file (118/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000047.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:25 INFO | -> Pre-selected 1455 entries from 4409 ( 33.0007 % ) 2018-04-10 09:25:25 INFO | -> Selected 391 entries ( 8.86822 % ). Overall 28106 ( 1.56144 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:25 INFO | Using training file (119/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000007.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:25 INFO | -> Pre-selected 788 entries from 2289 ( 34.4255 % ) 2018-04-10 09:25:25 INFO | -> Selected 269 entries ( 11.7519 % ). Overall 28281 ( 1.57117 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:25 INFO | Using training file (120/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000092.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:25 INFO | -> Pre-selected 1476 entries from 4483 ( 32.9244 % ) 2018-04-10 09:25:26 INFO | -> Selected 494 entries ( 11.0194 % ). Overall 28599 ( 1.58883 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:26 INFO | Using training file (121/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000107.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:26 INFO | -> Pre-selected 1115 entries from 3277 ( 34.025 % ) 2018-04-10 09:25:26 INFO | -> Selected 332 entries ( 10.1312 % ). Overall 28808 ( 1.60044 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:26 INFO | Using training file (122/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000026.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:26 INFO | -> Pre-selected 1100 entries from 3213 ( 34.2359 % ) 2018-04-10 09:25:26 INFO | -> Selected 346 entries ( 10.7688 % ). Overall 29031 ( 1.61283 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:26 INFO | Using training file (123/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000039.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:26 INFO | -> Pre-selected 1531 entries from 4527 ( 33.8193 % ) 2018-04-10 09:25:27 INFO | -> Selected 447 entries ( 9.87409 % ). Overall 29332 ( 1.62956 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:27 INFO | Using training file (124/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000002.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:27 INFO | -> Pre-selected 590 entries from 1723 ( 34.2426 % ) 2018-04-10 09:25:27 INFO | -> Selected 208 entries ( 12.072 % ). Overall 29456 ( 1.63644 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:27 INFO | Using training file (125/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000006.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:27 INFO | -> Pre-selected 1077 entries from 3371 ( 31.949 % ) 2018-04-10 09:25:27 INFO | -> Selected 321 entries ( 9.5224 % ). Overall 29671 ( 1.64839 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:27 INFO | Using training file (126/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000053.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:27 INFO | -> Pre-selected 1430 entries from 4453 ( 32.1132 % ) 2018-04-10 09:25:27 INFO | -> Selected 423 entries ( 9.49921 % ). Overall 29942 ( 1.66344 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:27 INFO | Using training file (127/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000049.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:28 INFO | -> Pre-selected 1505 entries from 4596 ( 32.7459 % ) 2018-04-10 09:25:28 INFO | -> Selected 470 entries ( 10.2263 % ). Overall 30241 ( 1.68006 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:28 INFO | Using training file (128/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000038.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:28 INFO | -> Pre-selected 1417 entries from 4240 ( 33.4198 % ) 2018-04-10 09:25:28 INFO | -> Selected 428 entries ( 10.0943 % ). Overall 30509 ( 1.69494 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:28 INFO | Using training file (129/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000086.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:28 INFO | -> Pre-selected 1393 entries from 4214 ( 33.0565 % ) 2018-04-10 09:25:29 INFO | -> Selected 509 entries ( 12.0788 % ). Overall 30848 ( 1.71378 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:29 INFO | Using training file (130/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000046.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:29 INFO | -> Pre-selected 1337 entries from 4042 ( 33.0777 % ) 2018-04-10 09:25:29 INFO | -> Selected 431 entries ( 10.663 % ). Overall 31134 ( 1.72967 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:29 INFO | Using training file (131/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000038.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:29 INFO | -> Pre-selected 1103 entries from 3308 ( 33.3434 % ) 2018-04-10 09:25:29 INFO | -> Selected 323 entries ( 9.76421 % ). Overall 31339 ( 1.74106 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:29 INFO | Using training file (132/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000032.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:29 INFO | -> Pre-selected 1422 entries from 4333 ( 32.8179 % ) 2018-04-10 09:25:29 INFO | -> Selected 503 entries ( 11.6086 % ). Overall 31656 ( 1.75867 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:29 INFO | Using training file (133/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000094.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:29 INFO | -> Pre-selected 1508 entries from 4571 ( 32.9906 % ) 2018-04-10 09:25:30 INFO | -> Selected 374 entries ( 8.18202 % ). Overall 31907 ( 1.77261 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:30 INFO | Using training file (134/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000112.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:30 INFO | -> Pre-selected 1515 entries from 4401 ( 34.424 % ) 2018-04-10 09:25:30 INFO | -> Selected 425 entries ( 9.6569 % ). Overall 32199 ( 1.78883 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:30 INFO | Using training file (135/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000089.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:30 INFO | -> Pre-selected 1443 entries from 4355 ( 33.1343 % ) 2018-04-10 09:25:30 INFO | -> Selected 412 entries ( 9.46039 % ). Overall 32443 ( 1.80239 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:30 INFO | Using training file (136/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000104.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:31 INFO | -> Pre-selected 1414 entries from 4294 ( 32.9297 % ) 2018-04-10 09:25:31 INFO | -> Selected 425 entries ( 9.89753 % ). Overall 32719 ( 1.81772 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:31 INFO | Using training file (137/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000039.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:31 INFO | -> Pre-selected 1432 entries from 4350 ( 32.9195 % ) 2018-04-10 09:25:31 INFO | -> Selected 457 entries ( 10.5057 % ). Overall 33012 ( 1.834 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:31 INFO | Using training file (138/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000040.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:31 INFO | -> Pre-selected 1172 entries from 3654 ( 32.0744 % ) 2018-04-10 09:25:31 INFO | -> Selected 378 entries ( 10.3448 % ). Overall 33242 ( 1.84678 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:31 INFO | Using training file (139/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000091.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:31 INFO | -> Pre-selected 1382 entries from 4284 ( 32.2596 % ) 2018-04-10 09:25:32 INFO | -> Selected 437 entries ( 10.2007 % ). Overall 33540 ( 1.86333 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:32 INFO | Using training file (140/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000030.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:32 INFO | -> Pre-selected 1461 entries from 4565 ( 32.0044 % ) 2018-04-10 09:25:32 INFO | -> Selected 468 entries ( 10.2519 % ). Overall 33831 ( 1.8795 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:32 INFO | Using training file (141/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000026.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:32 INFO | -> Pre-selected 533 entries from 1586 ( 33.6066 % ) 2018-04-10 09:25:32 INFO | -> Selected 144 entries ( 9.07945 % ). Overall 33925 ( 1.88472 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:32 INFO | Using training file (142/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000079.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:32 INFO | -> Pre-selected 1421 entries from 4262 ( 33.3412 % ) 2018-04-10 09:25:33 INFO | -> Selected 333 entries ( 7.81323 % ). Overall 34140 ( 1.89667 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:33 INFO | Using training file (143/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000087.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:33 INFO | -> Pre-selected 1510 entries from 4553 ( 33.1649 % ) 2018-04-10 09:25:33 INFO | -> Selected 362 entries ( 7.9508 % ). Overall 34363 ( 1.90906 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:33 INFO | Using training file (144/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000073.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:33 INFO | -> Pre-selected 1383 entries from 4355 ( 31.7566 % ) 2018-04-10 09:25:33 INFO | -> Selected 461 entries ( 10.5855 % ). Overall 34653 ( 1.92517 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:33 INFO | Using training file (145/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000088.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:33 INFO | -> Pre-selected 1367 entries from 4246 ( 32.195 % ) 2018-04-10 09:25:34 INFO | -> Selected 447 entries ( 10.5276 % ). Overall 34932 ( 1.94067 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:34 INFO | Using training file (146/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000068.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:34 INFO | -> Pre-selected 1322 entries from 3975 ( 33.2579 % ) 2018-04-10 09:25:34 INFO | -> Selected 362 entries ( 9.10692 % ). Overall 35163 ( 1.9535 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:34 INFO | Using training file (147/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000073.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:34 INFO | -> Pre-selected 1139 entries from 3622 ( 31.4467 % ) 2018-04-10 09:25:34 INFO | -> Selected 265 entries ( 7.3164 % ). Overall 35336 ( 1.96311 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:34 INFO | Using training file (148/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000098.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:34 INFO | -> Pre-selected 1478 entries from 4485 ( 32.9543 % ) 2018-04-10 09:25:35 INFO | -> Selected 471 entries ( 10.5017 % ). Overall 35645 ( 1.98028 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:35 INFO | Using training file (149/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000102.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:35 INFO | -> Pre-selected 1409 entries from 4317 ( 32.6384 % ) 2018-04-10 09:25:35 INFO | -> Selected 335 entries ( 7.76002 % ). Overall 35859 ( 1.99217 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:35 INFO | Using training file (150/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000056.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:35 INFO | -> Pre-selected 1427 entries from 4254 ( 33.5449 % ) 2018-04-10 09:25:35 INFO | -> Selected 529 entries ( 12.4354 % ). Overall 36217 ( 2.01206 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:35 INFO | Using training file (151/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000044.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:35 INFO | -> Pre-selected 1119 entries from 3362 ( 33.2838 % ) 2018-04-10 09:25:36 INFO | -> Selected 358 entries ( 10.6484 % ). Overall 36449 ( 2.02494 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:36 INFO | Using training file (152/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000048.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:36 INFO | -> Pre-selected 1405 entries from 4334 ( 32.4181 % ) 2018-04-10 09:25:36 INFO | -> Selected 382 entries ( 8.81403 % ). Overall 36682 ( 2.03789 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:36 INFO | Using training file (153/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000018.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:36 INFO | -> Pre-selected 526 entries from 1620 ( 32.4691 % ) 2018-04-10 09:25:36 INFO | -> Selected 184 entries ( 11.358 % ). Overall 36793 ( 2.04406 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:36 INFO | Using training file (154/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000095.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:36 INFO | -> Pre-selected 1404 entries from 4220 ( 33.2701 % ) 2018-04-10 09:25:36 INFO | -> Selected 384 entries ( 9.09953 % ). Overall 37038 ( 2.05767 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:36 INFO | Using training file (155/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000043.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:36 INFO | -> Pre-selected 777 entries from 2240 ( 34.6875 % ) 2018-04-10 09:25:37 INFO | -> Selected 216 entries ( 9.64286 % ). Overall 37180 ( 2.06556 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:37 INFO | Using training file (156/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000084.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:37 INFO | -> Pre-selected 1093 entries from 3376 ( 32.3756 % ) 2018-04-10 09:25:37 INFO | -> Selected 354 entries ( 10.4858 % ). Overall 37420 ( 2.07889 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:37 INFO | Using training file (157/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000014.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:37 INFO | -> Pre-selected 1455 entries from 4347 ( 33.4714 % ) 2018-04-10 09:25:37 INFO | -> Selected 498 entries ( 11.4562 % ). Overall 37741 ( 2.09672 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:37 INFO | Using training file (158/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000082.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:37 INFO | -> Pre-selected 1464 entries from 4468 ( 32.7663 % ) 2018-04-10 09:25:38 INFO | -> Selected 448 entries ( 10.0269 % ). Overall 38023 ( 2.11239 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:38 INFO | Using training file (159/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000061.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:38 INFO | -> Pre-selected 1086 entries from 3330 ( 32.6126 % ) 2018-04-10 09:25:38 INFO | -> Selected 316 entries ( 9.48949 % ). Overall 38222 ( 2.12344 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:38 INFO | Using training file (160/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000015.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:38 INFO | -> Pre-selected 487 entries from 1582 ( 30.7838 % ) 2018-04-10 09:25:38 INFO | -> Selected 154 entries ( 9.73451 % ). Overall 38324 ( 2.12911 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:38 INFO | Using training file (161/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000049.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:38 INFO | -> Pre-selected 1040 entries from 3148 ( 33.0368 % ) 2018-04-10 09:25:38 INFO | -> Selected 290 entries ( 9.2122 % ). Overall 38517 ( 2.13983 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:38 INFO | Using training file (162/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000104.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:38 INFO | -> Pre-selected 1122 entries from 3544 ( 31.6591 % ) 2018-04-10 09:25:39 INFO | -> Selected 313 entries ( 8.83183 % ). Overall 38722 ( 2.15122 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:39 INFO | Using training file (163/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000021.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:39 INFO | -> Pre-selected 1473 entries from 4416 ( 33.356 % ) 2018-04-10 09:25:39 INFO | -> Selected 418 entries ( 9.46558 % ). Overall 38986 ( 2.16589 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:39 INFO | Using training file (164/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000025.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:39 INFO | -> Pre-selected 1535 entries from 4635 ( 33.1176 % ) 2018-04-10 09:25:39 INFO | -> Selected 475 entries ( 10.2481 % ). Overall 39283 ( 2.18239 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:39 INFO | Using training file (165/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000105.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:39 INFO | -> Pre-selected 1500 entries from 4575 ( 32.7869 % ) 2018-04-10 09:25:40 INFO | -> Selected 420 entries ( 9.18033 % ). Overall 39547 ( 2.19706 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:40 INFO | Using training file (166/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000024.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:40 INFO | -> Pre-selected 1152 entries from 3412 ( 33.7632 % ) 2018-04-10 09:25:40 INFO | -> Selected 363 entries ( 10.6389 % ). Overall 39780 ( 2.21 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:40 INFO | Using training file (167/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000047.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:40 INFO | -> Pre-selected 1403 entries from 4143 ( 33.8643 % ) 2018-04-10 09:25:40 INFO | -> Selected 400 entries ( 9.65484 % ). Overall 40050 ( 2.225 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:40 INFO | Using training file (168/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000083.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:40 INFO | -> Pre-selected 1216 entries from 3663 ( 33.1968 % ) 2018-04-10 09:25:41 INFO | -> Selected 373 entries ( 10.1829 % ). Overall 40310 ( 2.23944 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:41 INFO | Using training file (169/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000016.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:41 INFO | -> Pre-selected 1428 entries from 4509 ( 31.67 % ) 2018-04-10 09:25:41 INFO | -> Selected 341 entries ( 7.56265 % ). Overall 40522 ( 2.25122 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:41 INFO | Using training file (170/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000058.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:41 INFO | -> Pre-selected 1462 entries from 4385 ( 33.3409 % ) 2018-04-10 09:25:41 INFO | -> Selected 445 entries ( 10.1482 % ). Overall 40824 ( 2.268 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:41 INFO | Using training file (171/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000103.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:41 INFO | -> Pre-selected 1076 entries from 3234 ( 33.2715 % ) 2018-04-10 09:25:42 INFO | -> Selected 270 entries ( 8.34879 % ). Overall 41003 ( 2.27794 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:42 INFO | Using training file (172/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000014.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:42 INFO | -> Pre-selected 1107 entries from 3304 ( 33.5048 % ) 2018-04-10 09:25:42 INFO | -> Selected 370 entries ( 11.1985 % ). Overall 41234 ( 2.29078 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:42 INFO | Using training file (173/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000004.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:42 INFO | -> Pre-selected 486 entries from 1578 ( 30.7985 % ) 2018-04-10 09:25:42 INFO | -> Selected 149 entries ( 9.44233 % ). Overall 41331 ( 2.29617 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:42 INFO | Using training file (174/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000074.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:42 INFO | -> Pre-selected 1141 entries from 3308 ( 34.4921 % ) 2018-04-10 09:25:42 INFO | -> Selected 332 entries ( 10.0363 % ). Overall 41546 ( 2.30811 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:42 INFO | Using training file (175/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000045.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:42 INFO | -> Pre-selected 1385 entries from 4311 ( 32.1271 % ) 2018-04-10 09:25:43 INFO | -> Selected 397 entries ( 9.209 % ). Overall 41804 ( 2.32244 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:43 INFO | Using training file (176/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000114.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:43 INFO | -> Pre-selected 1510 entries from 4543 ( 33.2379 % ) 2018-04-10 09:25:43 INFO | -> Selected 459 entries ( 10.1035 % ). Overall 42088 ( 2.33822 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:43 INFO | Using training file (177/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000022.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:43 INFO | -> Pre-selected 524 entries from 1618 ( 32.3857 % ) 2018-04-10 09:25:43 INFO | -> Selected 178 entries ( 11.0012 % ). Overall 42190 ( 2.34389 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:43 INFO | Using training file (178/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000027.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:43 INFO | -> Pre-selected 1448 entries from 4259 ( 33.9986 % ) 2018-04-10 09:25:43 INFO | -> Selected 483 entries ( 11.3407 % ). Overall 42505 ( 2.36139 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:43 INFO | Using training file (179/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000026.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:43 INFO | -> Pre-selected 1409 entries from 4216 ( 33.4203 % ) 2018-04-10 09:25:44 INFO | -> Selected 405 entries ( 9.60626 % ). Overall 42757 ( 2.37539 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:44 INFO | Using training file (180/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000017.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:44 INFO | -> Pre-selected 1439 entries from 4449 ( 32.3443 % ) 2018-04-10 09:25:44 INFO | -> Selected 382 entries ( 8.5862 % ). Overall 43009 ( 2.38939 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:44 INFO | Using training file (181/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000008.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:44 INFO | -> Pre-selected 1443 entries from 4435 ( 32.5366 % ) 2018-04-10 09:25:44 INFO | -> Selected 400 entries ( 9.01917 % ). Overall 43259 ( 2.40328 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:44 INFO | Using training file (182/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000071.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:44 INFO | -> Pre-selected 1291 entries from 3853 ( 33.5064 % ) 2018-04-10 09:25:45 INFO | -> Selected 451 entries ( 11.7052 % ). Overall 43540 ( 2.41889 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:45 INFO | Using training file (183/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000077.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:45 INFO | -> Pre-selected 1470 entries from 4453 ( 33.0115 % ) 2018-04-10 09:25:45 INFO | -> Selected 480 entries ( 10.7792 % ). Overall 43843 ( 2.43572 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:45 INFO | Using training file (184/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000033.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:45 INFO | -> Pre-selected 1005 entries from 3104 ( 32.3776 % ) 2018-04-10 09:25:45 INFO | -> Selected 250 entries ( 8.05412 % ). Overall 43995 ( 2.44417 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:45 INFO | Using training file (185/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000003.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:45 INFO | -> Pre-selected 1450 entries from 4450 ( 32.5843 % ) 2018-04-10 09:25:45 INFO | -> Selected 409 entries ( 9.19101 % ). Overall 44243 ( 2.45794 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:45 INFO | Using training file (186/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000009.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:45 INFO | -> Pre-selected 764 entries from 2266 ( 33.7158 % ) 2018-04-10 09:25:46 INFO | -> Selected 212 entries ( 9.35569 % ). Overall 44392 ( 2.46622 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:46 INFO | Using training file (187/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000090.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:46 INFO | -> Pre-selected 1472 entries from 4426 ( 33.258 % ) 2018-04-10 09:25:46 INFO | -> Selected 402 entries ( 9.08269 % ). Overall 44642 ( 2.48011 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:46 INFO | Using training file (188/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000010.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:46 INFO | -> Pre-selected 1500 entries from 4541 ( 33.0324 % ) 2018-04-10 09:25:46 INFO | -> Selected 421 entries ( 9.27109 % ). Overall 44908 ( 2.49489 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:46 INFO | Using training file (189/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000052.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:46 INFO | -> Pre-selected 1398 entries from 4289 ( 32.595 % ) 2018-04-10 09:25:47 INFO | -> Selected 436 entries ( 10.1655 % ). Overall 45194 ( 2.51078 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:47 INFO | Using training file (190/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000032.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:47 INFO | -> Pre-selected 1387 entries from 4212 ( 32.9297 % ) 2018-04-10 09:25:47 INFO | -> Selected 441 entries ( 10.4701 % ). Overall 45470 ( 2.52611 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:47 INFO | Using training file (191/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000029.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:47 INFO | -> Pre-selected 1450 entries from 4321 ( 33.557 % ) 2018-04-10 09:25:47 INFO | -> Selected 420 entries ( 9.71997 % ). Overall 45725 ( 2.54028 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:47 INFO | Using training file (192/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000057.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:47 INFO | -> Pre-selected 1450 entries from 4427 ( 32.7536 % ) 2018-04-10 09:25:47 INFO | -> Selected 448 entries ( 10.1197 % ). Overall 46009 ( 2.55606 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:47 INFO | Using training file (193/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000013.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:47 INFO | -> Pre-selected 1437 entries from 4384 ( 32.7783 % ) 2018-04-10 09:25:48 INFO | -> Selected 429 entries ( 9.78558 % ). Overall 46278 ( 2.571 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:48 INFO | Using training file (194/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000001.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:48 INFO | -> Pre-selected 1458 entries from 4323 ( 33.7266 % ) 2018-04-10 09:25:48 INFO | -> Selected 485 entries ( 11.2191 % ). Overall 46579 ( 2.58772 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:48 INFO | Using training file (195/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000013.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:48 INFO | -> Pre-selected 1577 entries from 4694 ( 33.5961 % ) 2018-04-10 09:25:48 INFO | -> Selected 484 entries ( 10.311 % ). Overall 46875 ( 2.60417 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:48 INFO | Using training file (196/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000078.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:48 INFO | -> Pre-selected 1444 entries from 4425 ( 32.6328 % ) 2018-04-10 09:25:49 INFO | -> Selected 425 entries ( 9.60452 % ). Overall 47154 ( 2.61967 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:49 INFO | Using training file (197/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000070.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:49 INFO | -> Pre-selected 1377 entries from 4365 ( 31.5464 % ) 2018-04-10 09:25:49 INFO | -> Selected 476 entries ( 10.9049 % ). Overall 47453 ( 2.63628 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:49 INFO | Using training file (198/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000076.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:49 INFO | -> Pre-selected 1502 entries from 4465 ( 33.6394 % ) 2018-04-10 09:25:49 INFO | -> Selected 475 entries ( 10.6383 % ). Overall 47748 ( 2.65267 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:49 INFO | Using training file (199/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000101.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:49 INFO | -> Pre-selected 1489 entries from 4521 ( 32.9352 % ) 2018-04-10 09:25:50 INFO | -> Selected 518 entries ( 11.4576 % ). Overall 48082 ( 2.67122 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:50 INFO | Using training file (200/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000036.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:50 INFO | -> Pre-selected 1424 entries from 4249 ( 33.5138 % ) 2018-04-10 09:25:50 INFO | -> Selected 410 entries ( 9.64933 % ). Overall 48359 ( 2.68661 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:50 INFO | Using training file (201/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000041.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:50 INFO | -> Pre-selected 1446 entries from 4499 ( 32.1405 % ) 2018-04-10 09:25:51 INFO | -> Selected 419 entries ( 9.31318 % ). Overall 48630 ( 2.70167 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:51 INFO | Using training file (202/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000009.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:51 INFO | -> Pre-selected 488 entries from 1619 ( 30.1421 % ) 2018-04-10 09:25:51 INFO | -> Selected 157 entries ( 9.69734 % ). Overall 48730 ( 2.70722 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:51 INFO | Using training file (203/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000072.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:51 INFO | -> Pre-selected 1458 entries from 4441 ( 32.8304 % ) 2018-04-10 09:25:51 INFO | -> Selected 424 entries ( 9.5474 % ). Overall 49007 ( 2.72261 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:51 INFO | Using training file (204/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000022.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:51 INFO | -> Pre-selected 1492 entries from 4361 ( 34.2123 % ) 2018-04-10 09:25:51 INFO | -> Selected 488 entries ( 11.1901 % ). Overall 49324 ( 2.74022 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:51 INFO | Using training file (205/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000083.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:52 INFO | -> Pre-selected 1377 entries from 4258 ( 32.3391 % ) 2018-04-10 09:25:52 INFO | -> Selected 442 entries ( 10.3805 % ). Overall 49613 ( 2.75628 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:52 INFO | Using training file (206/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000034.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:52 INFO | -> Pre-selected 1170 entries from 3501 ( 33.419 % ) 2018-04-10 09:25:52 INFO | -> Selected 328 entries ( 9.36875 % ). Overall 49828 ( 2.76822 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:52 INFO | Using training file (207/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000042.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:52 INFO | -> Pre-selected 1379 entries from 4263 ( 32.3481 % ) 2018-04-10 09:25:52 INFO | -> Selected 397 entries ( 9.31269 % ). Overall 50088 ( 2.78267 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:52 INFO | Using training file (208/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000068.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:52 INFO | -> Pre-selected 720 entries from 2157 ( 33.3797 % ) 2018-04-10 09:25:53 INFO | -> Selected 235 entries ( 10.8948 % ). Overall 50234 ( 2.79078 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:53 INFO | Using training file (209/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000037.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:53 INFO | -> Pre-selected 1531 entries from 4503 ( 33.9996 % ) 2018-04-10 09:25:53 INFO | -> Selected 481 entries ( 10.6818 % ). Overall 50533 ( 2.80739 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:53 INFO | Using training file (210/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000001.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:53 INFO | -> Pre-selected 1476 entries from 4607 ( 32.0382 % ) 2018-04-10 09:25:53 INFO | -> Selected 415 entries ( 9.00803 % ). Overall 50799 ( 2.82217 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:53 INFO | Using training file (211/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000028.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:53 INFO | -> Pre-selected 1460 entries from 4287 ( 34.0564 % ) 2018-04-10 09:25:54 INFO | -> Selected 397 entries ( 9.26056 % ). Overall 51061 ( 2.83672 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:54 INFO | Using training file (212/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000103.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:54 INFO | -> Pre-selected 1512 entries from 4540 ( 33.304 % ) 2018-04-10 09:25:54 INFO | -> Selected 453 entries ( 9.97797 % ). Overall 51358 ( 2.85322 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:54 INFO | Using training file (213/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000051.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:54 INFO | -> Pre-selected 1105 entries from 3185 ( 34.6939 % ) 2018-04-10 09:25:54 INFO | -> Selected 313 entries ( 9.82732 % ). Overall 51572 ( 2.86511 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:54 INFO | Using training file (214/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000006.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:54 INFO | -> Pre-selected 506 entries from 1625 ( 31.1385 % ) 2018-04-10 09:25:54 INFO | -> Selected 164 entries ( 10.0923 % ). Overall 51683 ( 2.87128 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:54 INFO | Using training file (215/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000062.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:55 INFO | -> Pre-selected 1451 entries from 4365 ( 33.2417 % ) 2018-04-10 09:25:55 INFO | -> Selected 385 entries ( 8.82016 % ). Overall 51943 ( 2.88572 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:55 INFO | Using training file (216/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000099.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:55 INFO | -> Pre-selected 1459 entries from 4402 ( 33.144 % ) 2018-04-10 09:25:55 INFO | -> Selected 392 entries ( 8.90504 % ). Overall 52192 ( 2.89956 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:55 INFO | Using training file (217/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000095.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:55 INFO | -> Pre-selected 1417 entries from 4349 ( 32.5822 % ) 2018-04-10 09:25:55 INFO | -> Selected 399 entries ( 9.17452 % ). Overall 52421 ( 2.91228 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:55 INFO | Using training file (218/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000050.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:56 INFO | -> Pre-selected 1412 entries from 4378 ( 32.2522 % ) 2018-04-10 09:25:56 INFO | -> Selected 406 entries ( 9.27364 % ). Overall 52672 ( 2.92622 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:56 INFO | Using training file (219/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000043.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:56 INFO | -> Pre-selected 1017 entries from 3091 ( 32.902 % ) 2018-04-10 09:25:56 INFO | -> Selected 281 entries ( 9.09091 % ). Overall 52848 ( 2.936 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:56 INFO | Using training file (220/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000077.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:56 INFO | -> Pre-selected 1326 entries from 4138 ( 32.0445 % ) 2018-04-10 09:25:56 INFO | -> Selected 389 entries ( 9.40068 % ). Overall 53091 ( 2.9495 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:56 INFO | Using training file (221/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000011.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:56 INFO | -> Pre-selected 1541 entries from 4631 ( 33.2758 % ) 2018-04-10 09:25:57 INFO | -> Selected 521 entries ( 11.2503 % ). Overall 53433 ( 2.9685 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:57 INFO | Using training file (222/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000014.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:57 INFO | -> Pre-selected 514 entries from 1634 ( 31.4565 % ) 2018-04-10 09:25:57 INFO | -> Selected 173 entries ( 10.5875 % ). Overall 53537 ( 2.97428 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:57 INFO | Using training file (223/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000064.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:57 INFO | -> Pre-selected 1431 entries from 4378 ( 32.6862 % ) 2018-04-10 09:25:57 INFO | -> Selected 465 entries ( 10.6213 % ). Overall 53822 ( 2.99011 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:57 INFO | Using training file (224/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000065.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:57 INFO | -> Pre-selected 1383 entries from 4236 ( 32.6487 % ) 2018-04-10 09:25:58 INFO | -> Selected 412 entries ( 9.72616 % ). Overall 54093 ( 3.00517 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:58 INFO | Using training file (225/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000040.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:58 INFO | -> Pre-selected 1114 entries from 3619 ( 30.782 % ) 2018-04-10 09:25:58 INFO | -> Selected 300 entries ( 8.28958 % ). Overall 54287 ( 3.01594 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:58 INFO | Using training file (226/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000065.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:58 INFO | -> Pre-selected 1409 entries from 4322 ( 32.6006 % ) 2018-04-10 09:25:58 INFO | -> Selected 438 entries ( 10.1342 % ). Overall 54575 ( 3.03194 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:58 INFO | Using training file (227/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000017.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:58 INFO | -> Pre-selected 542 entries from 1623 ( 33.3949 % ) 2018-04-10 09:25:58 INFO | -> Selected 182 entries ( 11.2138 % ). Overall 54697 ( 3.03872 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:58 INFO | Using training file (228/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000107.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:58 INFO | -> Pre-selected 339 entries from 1065 ( 31.831 % ) 2018-04-10 09:25:59 INFO | -> Selected 120 entries ( 11.2676 % ). Overall 54762 ( 3.04233 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:59 INFO | Using training file (229/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000113.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:59 INFO | -> Pre-selected 1111 entries from 3363 ( 33.036 % ) 2018-04-10 09:25:59 INFO | -> Selected 364 entries ( 10.8237 % ). Overall 54997 ( 3.05539 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:59 INFO | Using training file (230/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000080.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:59 INFO | -> Pre-selected 1484 entries from 4391 ( 33.7964 % ) 2018-04-10 09:25:59 INFO | -> Selected 480 entries ( 10.9315 % ). Overall 55292 ( 3.07178 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:59 INFO | Using training file (231/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000084.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:59 INFO | -> Pre-selected 1415 entries from 4205 ( 33.6504 % ) 2018-04-10 09:25:59 INFO | -> Selected 434 entries ( 10.321 % ). Overall 55576 ( 3.08756 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:25:59 INFO | Using training file (232/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000069.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:25:59 INFO | -> Pre-selected 399 entries from 1168 ( 34.161 % ) 2018-04-10 09:26:00 INFO | -> Selected 114 entries ( 9.76027 % ). Overall 55655 ( 3.09194 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:00 INFO | Using training file (233/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000109.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:00 INFO | -> Pre-selected 1524 entries from 4460 ( 34.1704 % ) 2018-04-10 09:26:00 INFO | -> Selected 422 entries ( 9.46188 % ). Overall 55918 ( 3.10656 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:00 INFO | Using training file (234/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000012.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:00 INFO | -> Pre-selected 1416 entries from 4356 ( 32.5069 % ) 2018-04-10 09:26:00 INFO | -> Selected 364 entries ( 8.35629 % ). Overall 56145 ( 3.11917 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:00 INFO | Using training file (235/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000031.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:00 INFO | -> Pre-selected 1381 entries from 4330 ( 31.8938 % ) 2018-04-10 09:26:01 INFO | -> Selected 435 entries ( 10.0462 % ). Overall 56434 ( 3.13522 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:01 INFO | Using training file (236/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000081.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:01 INFO | -> Pre-selected 338 entries from 1024 ( 33.0078 % ) 2018-04-10 09:26:01 INFO | -> Selected 112 entries ( 10.9375 % ). Overall 56516 ( 3.13978 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:01 INFO | Using training file (237/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000042.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:01 INFO | -> Pre-selected 320 entries from 1044 ( 30.6513 % ) 2018-04-10 09:26:01 INFO | -> Selected 77 entries ( 7.37548 % ). Overall 56562 ( 3.14233 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:01 INFO | Using training file (238/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000003.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:01 INFO | -> Pre-selected 535 entries from 1575 ( 33.9683 % ) 2018-04-10 09:26:01 INFO | -> Selected 168 entries ( 10.6667 % ). Overall 56659 ( 3.14772 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:01 INFO | Using training file (239/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000094.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:01 INFO | -> Pre-selected 1436 entries from 4311 ( 33.3101 % ) 2018-04-10 09:26:01 INFO | -> Selected 435 entries ( 10.0905 % ). Overall 56950 ( 3.16389 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:01 INFO | Using training file (240/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000106.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:01 INFO | -> Pre-selected 1208 entries from 3587 ( 33.6772 % ) 2018-04-10 09:26:02 INFO | -> Selected 297 entries ( 8.2799 % ). Overall 57134 ( 3.17411 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:02 INFO | Using training file (241/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000008.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:02 INFO | -> Pre-selected 1485 entries from 4337 ( 34.2403 % ) 2018-04-10 09:26:02 INFO | -> Selected 406 entries ( 9.36131 % ). Overall 57394 ( 3.18856 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:02 INFO | Using training file (242/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000021.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:02 INFO | -> Pre-selected 1414 entries from 4162 ( 33.9741 % ) 2018-04-10 09:26:02 INFO | -> Selected 434 entries ( 10.4277 % ). Overall 57681 ( 3.2045 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:02 INFO | Using training file (243/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000109.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:02 INFO | -> Pre-selected 1449 entries from 4378 ( 33.0973 % ) 2018-04-10 09:26:03 INFO | -> Selected 477 entries ( 10.8954 % ). Overall 57989 ( 3.22161 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:03 INFO | Using training file (244/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000033.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:03 INFO | -> Pre-selected 1089 entries from 3210 ( 33.9252 % ) 2018-04-10 09:26:03 INFO | -> Selected 300 entries ( 9.34579 % ). Overall 58172 ( 3.23178 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:03 INFO | Using training file (245/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000100.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:03 INFO | -> Pre-selected 1485 entries from 4446 ( 33.4008 % ) 2018-04-10 09:26:03 INFO | -> Selected 527 entries ( 11.8534 % ). Overall 58505 ( 3.25028 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:03 INFO | Using training file (246/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000048.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:03 INFO | -> Pre-selected 1484 entries from 4474 ( 33.1694 % ) 2018-04-10 09:26:04 INFO | -> Selected 387 entries ( 8.64998 % ). Overall 58730 ( 3.26278 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:04 INFO | Using training file (247/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000007.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:04 INFO | -> Pre-selected 1583 entries from 4458 ( 35.5092 % ) 2018-04-10 09:26:04 INFO | -> Selected 462 entries ( 10.3634 % ). Overall 59026 ( 3.27922 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:04 INFO | Using training file (248/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000001.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:04 INFO | -> Pre-selected 571 entries from 1648 ( 34.6481 % ) 2018-04-10 09:26:04 INFO | -> Selected 169 entries ( 10.2549 % ). Overall 59125 ( 3.28472 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:04 INFO | Using training file (249/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000100.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:04 INFO | -> Pre-selected 1019 entries from 3235 ( 31.4992 % ) 2018-04-10 09:26:04 INFO | -> Selected 245 entries ( 7.57342 % ). Overall 59284 ( 3.29356 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:04 INFO | Using training file (250/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000102.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:04 INFO | -> Pre-selected 1457 entries from 4418 ( 32.9787 % ) 2018-04-10 09:26:05 INFO | -> Selected 440 entries ( 9.95926 % ). Overall 59564 ( 3.30911 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:05 INFO | Using training file (251/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000002.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:05 INFO | -> Pre-selected 1074 entries from 3228 ( 33.2714 % ) 2018-04-10 09:26:05 INFO | -> Selected 315 entries ( 9.75836 % ). Overall 59775 ( 3.32083 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:05 INFO | Using training file (252/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000005.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:05 INFO | -> Pre-selected 539 entries from 1620 ( 33.2716 % ) 2018-04-10 09:26:05 INFO | -> Selected 162 entries ( 10 % ). Overall 59883 ( 3.32683 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:05 INFO | Using training file (253/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000024.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:05 INFO | -> Pre-selected 1205 entries from 3819 ( 31.5528 % ) 2018-04-10 09:26:06 INFO | -> Selected 405 entries ( 10.6049 % ). Overall 60150 ( 3.34167 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:06 INFO | Using training file (254/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000019.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:06 INFO | -> Pre-selected 1403 entries from 4331 ( 32.3944 % ) 2018-04-10 09:26:06 INFO | -> Selected 384 entries ( 8.86631 % ). Overall 60397 ( 3.35539 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:06 INFO | Using training file (255/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000089.root.e87e06c331983693 Tuple=ANNPID/DecayTree 2018-04-10 09:26:06 INFO | -> Pre-selected 1049 entries from 3242 ( 32.3566 % ) 2018-04-10 09:26:06 INFO | -> Selected 275 entries ( 8.48242 % ). Overall 60576 ( 3.36533 % ) of required 1800000 non-ghost training entries. 2018-04-10 09:26:06 INFO | Considered 313792 tracks for input to MVA training 2018-04-10 09:26:06 INFO | Sel. Eff. = 30.076% 2018-04-10 09:26:06 INFO | Selected 66149/25775 tracks for input to MVA training/testing 2018-04-10 09:26:06 INFO | Ghost percentage = 8.42492% 2018-04-10 09:26:06 INFO | Electron percentage = 0.359794% 2018-04-10 09:26:06 INFO | Muon percentage = 3.1429% 2018-04-10 09:26:06 INFO | Pion percentage = 54.7975% 2018-04-10 09:26:06 INFO | Kaon percentage = 1.30312% 2018-04-10 09:26:06 INFO | Proton percentage = 6.91016% 2018-04-10 09:26:06 WARN | Unknown Particle type 3112 2018-04-10 09:26:06 INFO | 'PDG=3112' percentage = 0.0317465% 2018-04-10 09:26:06 WARN | Unknown Particle type 3222 2018-04-10 09:26:06 INFO | 'PDG=3222' percentage = 0.0196526% 2018-04-10 09:26:06 WARN | Unknown Particle type 3312 2018-04-10 09:26:06 INFO | 'PDG=3312' percentage = 0.0105822% 2018-04-10 09:26:06 INFO | Deuteron percentage = 24.9996% 2018-04-10 09:26:06 INFO | Created text/MC2016Deuterons-Mixture/EvalWithPreSel 2018-04-10 09:26:06 INFO | Created Plots directory Downstream-Deuteron-evaluation.root:/TrainMixture/EvalMC2016DeuteronsMixture/EvalWithPreSel 2018-04-10 09:26:06 INFO | Making plots for input EcalPIDe 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.0001 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.0010 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.0050 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.0100 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.0250 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.0500 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.0750 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.1000 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.2000 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.3000 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.4000 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.6000 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.7000 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.8000 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.9000 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.9250 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.9500 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.9750 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.9900 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.9950 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.9990 2018-04-10 09:26:06 INFO | Creating ROOT directory MVAcut0.9999 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-8.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-7.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-6.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-5.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-5.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-4.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-4.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-3.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-3.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-2.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-2.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-1.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-1.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut-0.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut0.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut0.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut1.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut1.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut2.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut2.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut3.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut3.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut4.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut4.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut5.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut5.5000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut6.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut7.0000 2018-04-10 09:26:06 INFO | Creating ROOT directory DLLcut8.0000 2018-04-10 09:26:06 INFO | Making plots for input EcalPIDmu 2018-04-10 09:26:06 INFO | Making plots for input HcalPIDe 2018-04-10 09:26:06 INFO | Making plots for input HcalPIDmu 2018-04-10 09:26:06 INFO | Making plots for input InAccEcal 2018-04-10 09:26:06 INFO | Making plots for input InAccHcal 2018-04-10 09:26:06 INFO | Making plots for input InAccMuon 2018-04-10 09:26:06 INFO | Making plots for input MuonBkgLL 2018-04-10 09:26:06 INFO | Making plots for input MuonIsLooseMuon 2018-04-10 09:26:06 INFO | Making plots for input MuonIsMuon 2018-04-10 09:26:06 INFO | Making plots for input MuonMuLL 2018-04-10 09:26:06 INFO | Making plots for input MuonNShared 2018-04-10 09:26:06 INFO | Making plots for input PrsPIDe 2018-04-10 09:26:06 INFO | Making plots for input RichAboveKaThres 2018-04-10 09:26:06 INFO | Making plots for input RichAbovePiThres 2018-04-10 09:26:06 INFO | Making plots for input RichAbovePrThres 2018-04-10 09:26:06 INFO | Making plots for input RichDLLbt 2018-04-10 09:26:06 INFO | Making plots for input RichDLLd 2018-04-10 09:26:06 INFO | Making plots for input RichDLLe 2018-04-10 09:26:06 INFO | Making plots for input RichDLLk 2018-04-10 09:26:06 INFO | Making plots for input RichDLLmu 2018-04-10 09:26:06 INFO | Making plots for input RichDLLp 2018-04-10 09:26:06 INFO | Making plots for input RichUsedR1Gas 2018-04-10 09:26:06 INFO | Making plots for input RichUsedR2Gas 2018-04-10 09:26:06 INFO | Making plots for input TrackChi2PerDof 2018-04-10 09:26:06 INFO | Making plots for input TrackFitTChi2 2018-04-10 09:26:06 INFO | Making plots for input TrackFitTNDoF 2018-04-10 09:26:06 INFO | Making plots for input TrackGhostProbability 2018-04-10 09:26:06 INFO | Making plots for input TrackNumDof 2018-04-10 09:26:06 INFO | Making plots for input TrackP 2018-04-10 09:26:06 INFO | Making plots for input TrackPt : Booking "MLP" of type "MLP" from GlobalPID_Deuteron_Downstream_TMVA.weights.xml.
DataSetInfo : [Default] : Added class "Signal"
DataSetInfo : [Default] : Added class "Background"
Deuteron_Downstream_TMVA : Building Network. : Initializing weights : Booked classifier "Deuteron_Downstream_TMVA" of type: "MLP" 2018-04-10 09:26:06 INFO | Creating selection from 'AllPhysTracksInEvent.txt' 2018-04-10 09:26:06 INFO | -> !HasMC || MCVertexType==1 || MCVertexType==2 2018-04-10 09:26:06 INFO | Evaluation mode 'EvalWithPreSel' 2018-04-10 09:26:06 INFO | Will apply all track pre-selections during evaluation 2018-04-10 09:26:06 INFO | Will reuse training files for evaluation 2018-04-10 09:26:06 INFO | Evaluation Datafile Selection hash = 9e53b2f5fadc17db 2018-04-10 09:26:06 INFO | Using evaluation file (1/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:26:07 INFO | -> Pre-selected 81154 entries from 81154 ( 100 % ) 2018-04-10 09:27:31 INFO | -> Selected 81154 entries ( 100 % ). Overall 81154 ( 0.81154 % ) of required 10000000 entries. 2018-04-10 09:27:31 INFO | Using evaluation file (2/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000016.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:27:31 INFO | -> Pre-selected 31717 entries from 31717 ( 100 % ) 2018-04-10 09:28:06 INFO | -> Selected 31717 entries ( 100 % ). Overall 112871 ( 1.12871 % ) of required 10000000 entries. 2018-04-10 09:28:06 INFO | Using evaluation file (3/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:28:06 INFO | -> Pre-selected 86268 entries from 86268 ( 100 % ) 2018-04-10 09:29:40 INFO | -> Selected 86268 entries ( 100 % ). Overall 199139 ( 1.99139 % ) of required 10000000 entries. 2018-04-10 09:29:40 INFO | Using evaluation file (4/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000085.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:29:40 INFO | -> Pre-selected 21137 entries from 21137 ( 100 % ) 2018-04-10 09:30:04 INFO | -> Selected 21137 entries ( 100 % ). Overall 220276 ( 2.20276 % ) of required 10000000 entries. 2018-04-10 09:30:04 INFO | Using evaluation file (5/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000067.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:30:04 INFO | -> Pre-selected 62518 entries from 62518 ( 100 % ) 2018-04-10 09:31:33 INFO | -> Selected 62518 entries ( 100 % ). Overall 282794 ( 2.82794 % ) of required 10000000 entries. 2018-04-10 09:31:33 INFO | Using evaluation file (6/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:31:33 INFO | -> Pre-selected 31392 entries from 31392 ( 100 % ) 2018-04-10 09:32:13 INFO | -> Selected 31392 entries ( 100 % ). Overall 314186 ( 3.14186 % ) of required 10000000 entries. 2018-04-10 09:32:13 INFO | Using evaluation file (7/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:32:14 INFO | -> Pre-selected 85896 entries from 85896 ( 100 % ) 2018-04-10 09:34:10 INFO | -> Selected 85896 entries ( 100 % ). Overall 400082 ( 4.00082 % ) of required 10000000 entries. 2018-04-10 09:34:10 INFO | Using evaluation file (8/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000079.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:34:11 INFO | -> Pre-selected 86341 entries from 86341 ( 100 % ) 2018-04-10 09:36:04 INFO | -> Selected 86341 entries ( 100 % ). Overall 486423 ( 4.86423 % ) of required 10000000 entries. 2018-04-10 09:36:04 INFO | Using evaluation file (9/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:36:04 INFO | -> Pre-selected 84050 entries from 84050 ( 100 % ) 2018-04-10 09:37:54 INFO | -> Selected 84050 entries ( 100 % ). Overall 570473 ( 5.70473 % ) of required 10000000 entries. 2018-04-10 09:37:54 INFO | Using evaluation file (10/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000025.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:37:54 INFO | -> Pre-selected 31768 entries from 31768 ( 100 % ) 2018-04-10 09:38:38 INFO | -> Selected 31768 entries ( 100 % ). Overall 602241 ( 6.02241 % ) of required 10000000 entries. 2018-04-10 09:38:38 INFO | Using evaluation file (11/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000101.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:38:38 INFO | -> Pre-selected 65172 entries from 65172 ( 100 % ) 2018-04-10 09:40:06 INFO | -> Selected 65172 entries ( 100 % ). Overall 667413 ( 6.67413 % ) of required 10000000 entries. 2018-04-10 09:40:06 INFO | Using evaluation file (12/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000060.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:40:07 INFO | -> Pre-selected 86502 entries from 86502 ( 100 % ) 2018-04-10 09:42:05 INFO | -> Selected 86502 entries ( 100 % ). Overall 753915 ( 7.53915 % ) of required 10000000 entries. 2018-04-10 09:42:05 INFO | Using evaluation file (13/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:42:05 INFO | -> Pre-selected 84370 entries from 84370 ( 100 % ) 2018-04-10 09:43:56 INFO | -> Selected 84370 entries ( 100 % ). Overall 838285 ( 8.38285 % ) of required 10000000 entries. 2018-04-10 09:43:56 INFO | Using evaluation file (14/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000064.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:43:56 INFO | -> Pre-selected 88007 entries from 88007 ( 100 % ) 2018-04-10 09:45:55 INFO | -> Selected 88007 entries ( 100 % ). Overall 926292 ( 9.26292 % ) of required 10000000 entries. 2018-04-10 09:45:55 INFO | Using evaluation file (15/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000105.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:45:56 INFO | -> Pre-selected 85350 entries from 85350 ( 100 % ) 2018-04-10 09:48:15 INFO | -> Selected 85350 entries ( 100 % ). Overall 1011642 ( 10.1164 % ) of required 10000000 entries. 2018-04-10 09:48:15 INFO | Using evaluation file (16/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:48:15 INFO | -> Pre-selected 31668 entries from 31668 ( 100 % ) 2018-04-10 09:48:49 INFO | -> Selected 31668 entries ( 100 % ). Overall 1043310 ( 10.4331 % ) of required 10000000 entries. 2018-04-10 09:48:49 INFO | Using evaluation file (17/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:48:49 INFO | -> Pre-selected 63723 entries from 63723 ( 100 % ) 2018-04-10 09:49:56 INFO | -> Selected 63723 entries ( 100 % ). Overall 1107033 ( 11.0703 % ) of required 10000000 entries. 2018-04-10 09:49:57 INFO | Using evaluation file (18/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000086.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:49:57 INFO | -> Pre-selected 63823 entries from 63823 ( 100 % ) 2018-04-10 09:51:06 INFO | -> Selected 63823 entries ( 100 % ). Overall 1170856 ( 11.7086 % ) of required 10000000 entries. 2018-04-10 09:51:06 INFO | Using evaluation file (19/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000099.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:51:06 INFO | -> Pre-selected 86299 entries from 86299 ( 100 % ) 2018-04-10 09:52:36 INFO | -> Selected 86299 entries ( 100 % ). Overall 1257155 ( 12.5716 % ) of required 10000000 entries. 2018-04-10 09:52:36 INFO | Using evaluation file (20/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000106.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:52:36 INFO | -> Pre-selected 84607 entries from 84607 ( 100 % ) 2018-04-10 09:54:05 INFO | -> Selected 84607 entries ( 100 % ). Overall 1341762 ( 13.4176 % ) of required 10000000 entries. 2018-04-10 09:54:05 INFO | Using evaluation file (21/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:54:06 INFO | -> Pre-selected 81918 entries from 81918 ( 100 % ) 2018-04-10 09:55:34 INFO | -> Selected 81918 entries ( 100 % ). Overall 1423680 ( 14.2368 % ) of required 10000000 entries. 2018-04-10 09:55:34 INFO | Using evaluation file (22/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000025.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:55:34 INFO | -> Pre-selected 63057 entries from 63057 ( 100 % ) 2018-04-10 09:56:42 INFO | -> Selected 63057 entries ( 100 % ). Overall 1486737 ( 14.8674 % ) of required 10000000 entries. 2018-04-10 09:56:43 INFO | Using evaluation file (23/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000063.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:56:43 INFO | -> Pre-selected 87209 entries from 87209 ( 100 % ) 2018-04-10 09:58:31 INFO | -> Selected 87209 entries ( 100 % ). Overall 1573946 ( 15.7395 % ) of required 10000000 entries. 2018-04-10 09:58:31 INFO | Using evaluation file (24/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000087.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 09:58:32 INFO | -> Pre-selected 84208 entries from 84208 ( 100 % ) 2018-04-10 10:00:26 INFO | -> Selected 84208 entries ( 100 % ). Overall 1658154 ( 16.5815 % ) of required 10000000 entries. 2018-04-10 10:00:26 INFO | Using evaluation file (25/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000075.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:00:26 INFO | -> Pre-selected 86719 entries from 86719 ( 100 % ) 2018-04-10 10:02:23 INFO | -> Selected 86719 entries ( 100 % ). Overall 1744873 ( 17.4487 % ) of required 10000000 entries. 2018-04-10 10:02:23 INFO | Using evaluation file (26/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:02:23 INFO | -> Pre-selected 65656 entries from 65656 ( 100 % ) 2018-04-10 10:03:56 INFO | -> Selected 65656 entries ( 100 % ). Overall 1810529 ( 18.1053 % ) of required 10000000 entries. 2018-04-10 10:03:56 INFO | Using evaluation file (27/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000090.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:03:56 INFO | -> Pre-selected 61211 entries from 61211 ( 100 % ) 2018-04-10 10:05:17 INFO | -> Selected 61211 entries ( 100 % ). Overall 1871740 ( 18.7174 % ) of required 10000000 entries. 2018-04-10 10:05:17 INFO | Using evaluation file (28/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000069.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:05:18 INFO | -> Pre-selected 87594 entries from 87594 ( 100 % ) 2018-04-10 10:07:10 INFO | -> Selected 87594 entries ( 100 % ). Overall 1959334 ( 19.5933 % ) of required 10000000 entries. 2018-04-10 10:07:10 INFO | Using evaluation file (29/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:07:10 INFO | -> Pre-selected 31658 entries from 31658 ( 100 % ) 2018-04-10 10:07:51 INFO | -> Selected 31658 entries ( 100 % ). Overall 1990992 ( 19.9099 % ) of required 10000000 entries. 2018-04-10 10:07:51 INFO | Using evaluation file (30/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:07:51 INFO | -> Pre-selected 84265 entries from 84265 ( 100 % ) 2018-04-10 10:09:40 INFO | -> Selected 84265 entries ( 100 % ). Overall 2075257 ( 20.7526 % ) of required 10000000 entries. 2018-04-10 10:09:40 INFO | Using evaluation file (31/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:09:40 INFO | -> Pre-selected 83476 entries from 83476 ( 100 % ) 2018-04-10 10:11:27 INFO | -> Selected 83476 entries ( 100 % ). Overall 2158733 ( 21.5873 % ) of required 10000000 entries. 2018-04-10 10:11:27 INFO | Using evaluation file (32/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000070.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:11:27 INFO | -> Pre-selected 22323 entries from 22323 ( 100 % ) 2018-04-10 10:11:57 INFO | -> Selected 22323 entries ( 100 % ). Overall 2181056 ( 21.8106 % ) of required 10000000 entries. 2018-04-10 10:11:57 INFO | Using evaluation file (33/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:11:57 INFO | -> Pre-selected 65858 entries from 65858 ( 100 % ) 2018-04-10 10:13:23 INFO | -> Selected 65858 entries ( 100 % ). Overall 2246914 ( 22.4691 % ) of required 10000000 entries. 2018-04-10 10:13:23 INFO | Using evaluation file (34/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:13:23 INFO | -> Pre-selected 84704 entries from 84704 ( 100 % ) 2018-04-10 10:15:14 INFO | -> Selected 84704 entries ( 100 % ). Overall 2331618 ( 23.3162 % ) of required 10000000 entries. 2018-04-10 10:15:14 INFO | Using evaluation file (35/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:15:14 INFO | -> Pre-selected 84598 entries from 84598 ( 100 % ) 2018-04-10 10:17:02 INFO | -> Selected 84598 entries ( 100 % ). Overall 2416216 ( 24.1622 % ) of required 10000000 entries. 2018-04-10 10:17:02 INFO | Using evaluation file (36/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:17:02 INFO | -> Pre-selected 31661 entries from 31661 ( 100 % ) 2018-04-10 10:17:42 INFO | -> Selected 31661 entries ( 100 % ). Overall 2447877 ( 24.4788 % ) of required 10000000 entries. 2018-04-10 10:17:42 INFO | Using evaluation file (37/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:17:43 INFO | -> Pre-selected 31722 entries from 31722 ( 100 % ) 2018-04-10 10:18:22 INFO | -> Selected 31722 entries ( 100 % ). Overall 2479599 ( 24.796 % ) of required 10000000 entries. 2018-04-10 10:18:22 INFO | Using evaluation file (38/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000057.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:18:23 INFO | -> Pre-selected 87143 entries from 87143 ( 100 % ) 2018-04-10 10:20:02 INFO | -> Selected 87143 entries ( 100 % ). Overall 2566742 ( 25.6674 % ) of required 10000000 entries. 2018-04-10 10:20:02 INFO | Using evaluation file (39/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:20:03 INFO | -> Pre-selected 84835 entries from 84835 ( 100 % ) 2018-04-10 10:21:33 INFO | -> Selected 84835 entries ( 100 % ). Overall 2651577 ( 26.5158 % ) of required 10000000 entries. 2018-04-10 10:21:33 INFO | Using evaluation file (40/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000098.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:21:33 INFO | -> Pre-selected 67827 entries from 67827 ( 100 % ) 2018-04-10 10:23:07 INFO | -> Selected 67827 entries ( 100 % ). Overall 2719404 ( 27.194 % ) of required 10000000 entries. 2018-04-10 10:23:07 INFO | Using evaluation file (41/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:23:07 INFO | -> Pre-selected 81789 entries from 81789 ( 100 % ) 2018-04-10 10:24:51 INFO | -> Selected 81789 entries ( 100 % ). Overall 2801193 ( 28.0119 % ) of required 10000000 entries. 2018-04-10 10:24:51 INFO | Using evaluation file (42/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000093.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:24:51 INFO | -> Pre-selected 82572 entries from 82572 ( 100 % ) 2018-04-10 10:26:54 INFO | -> Selected 82572 entries ( 100 % ). Overall 2883765 ( 28.8377 % ) of required 10000000 entries. 2018-04-10 10:26:54 INFO | Using evaluation file (43/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000111.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:26:54 INFO | -> Pre-selected 83780 entries from 83780 ( 100 % ) 2018-04-10 10:29:02 INFO | -> Selected 83780 entries ( 100 % ). Overall 2967545 ( 29.6755 % ) of required 10000000 entries. 2018-04-10 10:29:02 INFO | Using evaluation file (44/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:29:02 INFO | -> Pre-selected 87130 entries from 87130 ( 100 % ) 2018-04-10 10:31:13 INFO | -> Selected 87130 entries ( 100 % ). Overall 3054675 ( 30.5467 % ) of required 10000000 entries. 2018-04-10 10:31:13 INFO | Using evaluation file (45/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000018.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:31:14 INFO | -> Pre-selected 88235 entries from 88235 ( 100 % ) 2018-04-10 10:33:26 INFO | -> Selected 88235 entries ( 100 % ). Overall 3142910 ( 31.4291 % ) of required 10000000 entries. 2018-04-10 10:33:26 INFO | Using evaluation file (46/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000067.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:33:27 INFO | -> Pre-selected 88696 entries from 88696 ( 100 % ) 2018-04-10 10:35:41 INFO | -> Selected 88696 entries ( 100 % ). Overall 3231606 ( 32.3161 % ) of required 10000000 entries. 2018-04-10 10:35:41 INFO | Using evaluation file (47/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000075.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:35:41 INFO | -> Pre-selected 87498 entries from 87498 ( 100 % ) 2018-04-10 10:37:55 INFO | -> Selected 87498 entries ( 100 % ). Overall 3319104 ( 33.191 % ) of required 10000000 entries. 2018-04-10 10:37:55 INFO | Using evaluation file (48/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000066.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:37:56 INFO | -> Pre-selected 56638 entries from 56638 ( 100 % ) 2018-04-10 10:39:22 INFO | -> Selected 56638 entries ( 100 % ). Overall 3375742 ( 33.7574 % ) of required 10000000 entries. 2018-04-10 10:39:22 INFO | Using evaluation file (49/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:39:22 INFO | -> Pre-selected 62791 entries from 62791 ( 100 % ) 2018-04-10 10:40:57 INFO | -> Selected 62791 entries ( 100 % ). Overall 3438533 ( 34.3853 % ) of required 10000000 entries. 2018-04-10 10:40:57 INFO | Using evaluation file (50/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000096.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:40:57 INFO | -> Pre-selected 87808 entries from 87808 ( 100 % ) 2018-04-10 10:43:06 INFO | -> Selected 87808 entries ( 100 % ). Overall 3526341 ( 35.2634 % ) of required 10000000 entries. 2018-04-10 10:43:06 INFO | Using evaluation file (51/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000058.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:43:06 INFO | -> Pre-selected 63339 entries from 63339 ( 100 % ) 2018-04-10 10:44:44 INFO | -> Selected 63339 entries ( 100 % ). Overall 3589680 ( 35.8968 % ) of required 10000000 entries. 2018-04-10 10:44:44 INFO | Using evaluation file (52/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:44:45 INFO | -> Pre-selected 85154 entries from 85154 ( 100 % ) 2018-04-10 10:46:44 INFO | -> Selected 85154 entries ( 100 % ). Overall 3674834 ( 36.7483 % ) of required 10000000 entries. 2018-04-10 10:46:44 INFO | Using evaluation file (53/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:46:45 INFO | -> Pre-selected 82790 entries from 82790 ( 100 % ) 2018-04-10 10:48:54 INFO | -> Selected 82790 entries ( 100 % ). Overall 3757624 ( 37.5762 % ) of required 10000000 entries. 2018-04-10 10:48:54 INFO | Using evaluation file (54/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:48:54 INFO | -> Pre-selected 31508 entries from 31508 ( 100 % ) 2018-04-10 10:49:36 INFO | -> Selected 31508 entries ( 100 % ). Overall 3789132 ( 37.8913 % ) of required 10000000 entries. 2018-04-10 10:49:36 INFO | Using evaluation file (55/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000081.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:49:37 INFO | -> Pre-selected 86696 entries from 86696 ( 100 % ) 2018-04-10 10:51:29 INFO | -> Selected 86696 entries ( 100 % ). Overall 3875828 ( 38.7583 % ) of required 10000000 entries. 2018-04-10 10:51:29 INFO | Using evaluation file (56/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000091.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:51:29 INFO | -> Pre-selected 68632 entries from 68632 ( 100 % ) 2018-04-10 10:52:47 INFO | -> Selected 68632 entries ( 100 % ). Overall 3944460 ( 39.4446 % ) of required 10000000 entries. 2018-04-10 10:52:47 INFO | Using evaluation file (57/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000108.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:52:47 INFO | -> Pre-selected 86648 entries from 86648 ( 100 % ) 2018-04-10 10:55:08 INFO | -> Selected 86648 entries ( 100 % ). Overall 4031108 ( 40.3111 % ) of required 10000000 entries. 2018-04-10 10:55:08 INFO | Using evaluation file (58/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:55:08 INFO | -> Pre-selected 85435 entries from 85435 ( 100 % ) 2018-04-10 10:57:44 INFO | -> Selected 85435 entries ( 100 % ). Overall 4116543 ( 41.1654 % ) of required 10000000 entries. 2018-04-10 10:57:44 INFO | Using evaluation file (59/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 10:57:44 INFO | -> Pre-selected 81089 entries from 81089 ( 100 % ) 2018-04-10 11:00:16 INFO | -> Selected 81089 entries ( 100 % ). Overall 4197632 ( 41.9763 % ) of required 10000000 entries. 2018-04-10 11:00:17 INFO | Using evaluation file (60/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:00:17 INFO | -> Pre-selected 66446 entries from 66446 ( 100 % ) 2018-04-10 11:02:33 INFO | -> Selected 66446 entries ( 100 % ). Overall 4264078 ( 42.6408 % ) of required 10000000 entries. 2018-04-10 11:02:33 INFO | Using evaluation file (61/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:02:33 INFO | -> Pre-selected 83096 entries from 83096 ( 100 % ) 2018-04-10 11:05:10 INFO | -> Selected 83096 entries ( 100 % ). Overall 4347174 ( 43.4717 % ) of required 10000000 entries. 2018-04-10 11:05:10 INFO | Using evaluation file (62/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000082.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:05:10 INFO | -> Pre-selected 84152 entries from 84152 ( 100 % ) 2018-04-10 11:07:48 INFO | -> Selected 84152 entries ( 100 % ). Overall 4431326 ( 44.3133 % ) of required 10000000 entries. 2018-04-10 11:07:48 INFO | Using evaluation file (63/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000074.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:07:48 INFO | -> Pre-selected 83897 entries from 83897 ( 100 % ) 2018-04-10 11:10:25 INFO | -> Selected 83897 entries ( 100 % ). Overall 4515223 ( 45.1522 % ) of required 10000000 entries. 2018-04-10 11:10:25 INFO | Using evaluation file (64/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:10:26 INFO | -> Pre-selected 85064 entries from 85064 ( 100 % ) 2018-04-10 11:13:00 INFO | -> Selected 85064 entries ( 100 % ). Overall 4600287 ( 46.0029 % ) of required 10000000 entries. 2018-04-10 11:13:00 INFO | Using evaluation file (65/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000061.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:13:01 INFO | -> Pre-selected 66263 entries from 66263 ( 100 % ) 2018-04-10 11:14:54 INFO | -> Selected 66263 entries ( 100 % ). Overall 4666550 ( 46.6655 % ) of required 10000000 entries. 2018-04-10 11:14:54 INFO | Using evaluation file (66/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:14:54 INFO | -> Pre-selected 88753 entries from 88753 ( 100 % ) 2018-04-10 11:17:46 INFO | -> Selected 88753 entries ( 100 % ). Overall 4755303 ( 47.553 % ) of required 10000000 entries. 2018-04-10 11:17:46 INFO | Using evaluation file (67/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:17:46 INFO | -> Pre-selected 84905 entries from 84905 ( 100 % ) 2018-04-10 11:20:20 INFO | -> Selected 84905 entries ( 100 % ). Overall 4840208 ( 48.4021 % ) of required 10000000 entries. 2018-04-10 11:20:20 INFO | Using evaluation file (68/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:20:20 INFO | -> Pre-selected 32013 entries from 32013 ( 100 % ) 2018-04-10 11:21:21 INFO | -> Selected 32013 entries ( 100 % ). Overall 4872221 ( 48.7222 % ) of required 10000000 entries. 2018-04-10 11:21:21 INFO | Using evaluation file (69/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000062.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:21:21 INFO | -> Pre-selected 61444 entries from 61444 ( 100 % ) 2018-04-10 11:23:28 INFO | -> Selected 61444 entries ( 100 % ). Overall 4933665 ( 49.3366 % ) of required 10000000 entries. 2018-04-10 11:23:28 INFO | Using evaluation file (70/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000097.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:23:28 INFO | -> Pre-selected 82383 entries from 82383 ( 100 % ) 2018-04-10 11:26:05 INFO | -> Selected 82383 entries ( 100 % ). Overall 5016048 ( 50.1605 % ) of required 10000000 entries. 2018-04-10 11:26:05 INFO | Using evaluation file (71/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000088.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:26:06 INFO | -> Pre-selected 69208 entries from 69208 ( 100 % ) 2018-04-10 11:28:15 INFO | -> Selected 69208 entries ( 100 % ). Overall 5085256 ( 50.8526 % ) of required 10000000 entries. 2018-04-10 11:28:15 INFO | Using evaluation file (72/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000093.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:28:15 INFO | -> Pre-selected 84254 entries from 84254 ( 100 % ) 2018-04-10 11:31:14 INFO | -> Selected 84254 entries ( 100 % ). Overall 5169510 ( 51.6951 % ) of required 10000000 entries. 2018-04-10 11:31:14 INFO | Using evaluation file (73/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:31:14 INFO | -> Pre-selected 85528 entries from 85528 ( 100 % ) 2018-04-10 11:34:04 INFO | -> Selected 85528 entries ( 100 % ). Overall 5255038 ( 52.5504 % ) of required 10000000 entries. 2018-04-10 11:34:04 INFO | Using evaluation file (74/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000076.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:34:04 INFO | -> Pre-selected 84619 entries from 84619 ( 100 % ) 2018-04-10 11:36:54 INFO | -> Selected 84619 entries ( 100 % ). Overall 5339657 ( 53.3966 % ) of required 10000000 entries. 2018-04-10 11:36:54 INFO | Using evaluation file (75/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:36:54 INFO | -> Pre-selected 84910 entries from 84910 ( 100 % ) 2018-04-10 11:39:35 INFO | -> Selected 84910 entries ( 100 % ). Overall 5424567 ( 54.2457 % ) of required 10000000 entries. 2018-04-10 11:39:35 INFO | Using evaluation file (76/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000110.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:39:35 INFO | -> Pre-selected 88370 entries from 88370 ( 100 % ) 2018-04-10 11:42:02 INFO | -> Selected 88370 entries ( 100 % ). Overall 5512937 ( 55.1294 % ) of required 10000000 entries. 2018-04-10 11:42:02 INFO | Using evaluation file (77/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000018.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:42:03 INFO | -> Pre-selected 80972 entries from 80972 ( 100 % ) 2018-04-10 11:44:08 INFO | -> Selected 80972 entries ( 100 % ). Overall 5593909 ( 55.9391 % ) of required 10000000 entries. 2018-04-10 11:44:08 INFO | Using evaluation file (78/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:44:08 INFO | -> Pre-selected 31706 entries from 31706 ( 100 % ) 2018-04-10 11:44:57 INFO | -> Selected 31706 entries ( 100 % ). Overall 5625615 ( 56.2561 % ) of required 10000000 entries. 2018-04-10 11:44:57 INFO | Using evaluation file (79/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000000.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:44:57 INFO | -> Pre-selected 30958 entries from 30958 ( 100 % ) 2018-04-10 11:45:46 INFO | -> Selected 30958 entries ( 100 % ). Overall 5656573 ( 56.5657 % ) of required 10000000 entries. 2018-04-10 11:45:46 INFO | Using evaluation file (80/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:45:47 INFO | -> Pre-selected 83692 entries from 83692 ( 100 % ) 2018-04-10 11:47:44 INFO | -> Selected 83692 entries ( 100 % ). Overall 5740265 ( 57.4027 % ) of required 10000000 entries. 2018-04-10 11:47:44 INFO | Using evaluation file (81/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000097.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:47:44 INFO | -> Pre-selected 84117 entries from 84117 ( 100 % ) 2018-04-10 11:49:30 INFO | -> Selected 84117 entries ( 100 % ). Overall 5824382 ( 58.2438 % ) of required 10000000 entries. 2018-04-10 11:49:30 INFO | Using evaluation file (82/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000096.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:49:31 INFO | -> Pre-selected 83656 entries from 83656 ( 100 % ) 2018-04-10 11:51:18 INFO | -> Selected 83656 entries ( 100 % ). Overall 5908038 ( 59.0804 % ) of required 10000000 entries. 2018-04-10 11:51:18 INFO | Using evaluation file (83/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:51:19 INFO | -> Pre-selected 83968 entries from 83968 ( 100 % ) 2018-04-10 11:53:32 INFO | -> Selected 83968 entries ( 100 % ). Overall 5992006 ( 59.9201 % ) of required 10000000 entries. 2018-04-10 11:53:32 INFO | Using evaluation file (84/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:53:32 INFO | -> Pre-selected 31574 entries from 31574 ( 100 % ) 2018-04-10 11:54:33 INFO | -> Selected 31574 entries ( 100 % ). Overall 6023580 ( 60.2358 % ) of required 10000000 entries. 2018-04-10 11:54:33 INFO | Using evaluation file (85/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:54:34 INFO | -> Pre-selected 84049 entries from 84049 ( 100 % ) 2018-04-10 11:57:11 INFO | -> Selected 84049 entries ( 100 % ). Overall 6107629 ( 61.0763 % ) of required 10000000 entries. 2018-04-10 11:57:11 INFO | Using evaluation file (86/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000080.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:57:11 INFO | -> Pre-selected 85454 entries from 85454 ( 100 % ) 2018-04-10 11:59:54 INFO | -> Selected 85454 entries ( 100 % ). Overall 6193083 ( 61.9308 % ) of required 10000000 entries. 2018-04-10 11:59:54 INFO | Using evaluation file (87/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 11:59:54 INFO | -> Pre-selected 31880 entries from 31880 ( 100 % ) 2018-04-10 12:00:58 INFO | -> Selected 31880 entries ( 100 % ). Overall 6224963 ( 62.2496 % ) of required 10000000 entries. 2018-04-10 12:00:58 INFO | Using evaluation file (88/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:00:58 INFO | -> Pre-selected 85109 entries from 85109 ( 100 % ) 2018-04-10 12:03:37 INFO | -> Selected 85109 entries ( 100 % ). Overall 6310072 ( 63.1007 % ) of required 10000000 entries. 2018-04-10 12:03:37 INFO | Using evaluation file (89/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:03:37 INFO | -> Pre-selected 89872 entries from 89872 ( 100 % ) 2018-04-10 12:06:37 INFO | -> Selected 89872 entries ( 100 % ). Overall 6399944 ( 63.9994 % ) of required 10000000 entries. 2018-04-10 12:06:37 INFO | Using evaluation file (90/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000063.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:06:37 INFO | -> Pre-selected 83063 entries from 83063 ( 100 % ) 2018-04-10 12:09:02 INFO | -> Selected 83063 entries ( 100 % ). Overall 6483007 ( 64.8301 % ) of required 10000000 entries. 2018-04-10 12:09:02 INFO | Using evaluation file (91/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:09:02 INFO | -> Pre-selected 31931 entries from 31931 ( 100 % ) 2018-04-10 12:09:59 INFO | -> Selected 31931 entries ( 100 % ). Overall 6514938 ( 65.1494 % ) of required 10000000 entries. 2018-04-10 12:09:59 INFO | Using evaluation file (92/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000059.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:09:59 INFO | -> Pre-selected 84186 entries from 84186 ( 100 % ) 2018-04-10 12:12:32 INFO | -> Selected 84186 entries ( 100 % ). Overall 6599124 ( 65.9912 % ) of required 10000000 entries. 2018-04-10 12:12:32 INFO | Using evaluation file (93/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000071.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:12:33 INFO | -> Pre-selected 81731 entries from 81731 ( 100 % ) 2018-04-10 12:15:20 INFO | -> Selected 81731 entries ( 100 % ). Overall 6680855 ( 66.8085 % ) of required 10000000 entries. 2018-04-10 12:15:20 INFO | Using evaluation file (94/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000078.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:15:20 INFO | -> Pre-selected 89216 entries from 89216 ( 100 % ) 2018-04-10 12:18:31 INFO | -> Selected 89216 entries ( 100 % ). Overall 6770071 ( 67.7007 % ) of required 10000000 entries. 2018-04-10 12:18:31 INFO | Using evaluation file (95/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000066.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:18:31 INFO | -> Pre-selected 81168 entries from 81168 ( 100 % ) 2018-04-10 12:21:30 INFO | -> Selected 81168 entries ( 100 % ). Overall 6851239 ( 68.5124 % ) of required 10000000 entries. 2018-04-10 12:21:30 INFO | Using evaluation file (96/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000072.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:21:30 INFO | -> Pre-selected 89194 entries from 89194 ( 100 % ) 2018-04-10 12:24:14 INFO | -> Selected 89194 entries ( 100 % ). Overall 6940433 ( 69.4043 % ) of required 10000000 entries. 2018-04-10 12:24:14 INFO | Using evaluation file (97/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:24:14 INFO | -> Pre-selected 31228 entries from 31228 ( 100 % ) 2018-04-10 12:25:13 INFO | -> Selected 31228 entries ( 100 % ). Overall 6971661 ( 69.7166 % ) of required 10000000 entries. 2018-04-10 12:25:13 INFO | Using evaluation file (98/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:25:14 INFO | -> Pre-selected 86288 entries from 86288 ( 100 % ) 2018-04-10 12:28:12 INFO | -> Selected 86288 entries ( 100 % ). Overall 7057949 ( 70.5795 % ) of required 10000000 entries. 2018-04-10 12:28:12 INFO | Using evaluation file (99/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000110.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:28:12 INFO | -> Pre-selected 88156 entries from 88156 ( 100 % ) 2018-04-10 12:31:07 INFO | -> Selected 88156 entries ( 100 % ). Overall 7146105 ( 71.4611 % ) of required 10000000 entries. 2018-04-10 12:31:07 INFO | Using evaluation file (100/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000092.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:31:07 INFO | -> Pre-selected 83465 entries from 83465 ( 100 % ) 2018-04-10 12:33:41 INFO | -> Selected 83465 entries ( 100 % ). Overall 7229570 ( 72.2957 % ) of required 10000000 entries. 2018-04-10 12:33:41 INFO | Using evaluation file (101/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:33:41 INFO | -> Pre-selected 31389 entries from 31389 ( 100 % ) 2018-04-10 12:34:43 INFO | -> Selected 31389 entries ( 100 % ). Overall 7260959 ( 72.6096 % ) of required 10000000 entries. 2018-04-10 12:34:43 INFO | Using evaluation file (102/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000111.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:34:43 INFO | -> Pre-selected 62055 entries from 62055 ( 100 % ) 2018-04-10 12:36:52 INFO | -> Selected 62055 entries ( 100 % ). Overall 7323014 ( 73.2301 % ) of required 10000000 entries. 2018-04-10 12:36:53 INFO | Using evaluation file (103/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000085.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:36:53 INFO | -> Pre-selected 85612 entries from 85612 ( 100 % ) 2018-04-10 12:39:23 INFO | -> Selected 85612 entries ( 100 % ). Overall 7408626 ( 74.0863 % ) of required 10000000 entries. 2018-04-10 12:39:23 INFO | Using evaluation file (104/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000059.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:39:23 INFO | -> Pre-selected 87464 entries from 87464 ( 100 % ) 2018-04-10 12:41:53 INFO | -> Selected 87464 entries ( 100 % ). Overall 7496090 ( 74.9609 % ) of required 10000000 entries. 2018-04-10 12:41:53 INFO | Using evaluation file (105/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:41:54 INFO | -> Pre-selected 85809 entries from 85809 ( 100 % ) 2018-04-10 12:44:44 INFO | -> Selected 85809 entries ( 100 % ). Overall 7581899 ( 75.819 % ) of required 10000000 entries. 2018-04-10 12:44:44 INFO | Using evaluation file (106/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000016.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:44:44 INFO | -> Pre-selected 85424 entries from 85424 ( 100 % ) 2018-04-10 12:47:34 INFO | -> Selected 85424 entries ( 100 % ). Overall 7667323 ( 76.6732 % ) of required 10000000 entries. 2018-04-10 12:47:34 INFO | Using evaluation file (107/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000060.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:47:34 INFO | -> Pre-selected 83576 entries from 83576 ( 100 % ) 2018-04-10 12:50:17 INFO | -> Selected 83576 entries ( 100 % ). Overall 7750899 ( 77.509 % ) of required 10000000 entries. 2018-04-10 12:50:17 INFO | Using evaluation file (108/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:50:17 INFO | -> Pre-selected 83305 entries from 83305 ( 100 % ) 2018-04-10 12:53:04 INFO | -> Selected 83305 entries ( 100 % ). Overall 7834204 ( 78.342 % ) of required 10000000 entries. 2018-04-10 12:53:04 INFO | Using evaluation file (109/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:53:05 INFO | -> Pre-selected 90369 entries from 90369 ( 100 % ) 2018-04-10 12:56:08 INFO | -> Selected 90369 entries ( 100 % ). Overall 7924573 ( 79.2457 % ) of required 10000000 entries. 2018-04-10 12:56:08 INFO | Using evaluation file (110/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:56:08 INFO | -> Pre-selected 83214 entries from 83214 ( 100 % ) 2018-04-10 12:58:52 INFO | -> Selected 83214 entries ( 100 % ). Overall 8007787 ( 80.0779 % ) of required 10000000 entries. 2018-04-10 12:58:52 INFO | Using evaluation file (111/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000108.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 12:58:52 INFO | -> Pre-selected 62477 entries from 62477 ( 100 % ) 2018-04-10 13:01:05 INFO | -> Selected 62477 entries ( 100 % ). Overall 8070264 ( 80.7026 % ) of required 10000000 entries. 2018-04-10 13:01:05 INFO | Using evaluation file (112/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:01:05 INFO | -> Pre-selected 85667 entries from 85667 ( 100 % ) 2018-04-10 13:03:57 INFO | -> Selected 85667 entries ( 100 % ). Overall 8155931 ( 81.5593 % ) of required 10000000 entries. 2018-04-10 13:03:57 INFO | Using evaluation file (113/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:03:57 INFO | -> Pre-selected 28491 entries from 28491 ( 100 % ) 2018-04-10 13:04:56 INFO | -> Selected 28491 entries ( 100 % ). Overall 8184422 ( 81.8442 % ) of required 10000000 entries. 2018-04-10 13:04:56 INFO | Using evaluation file (114/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:04:57 INFO | -> Pre-selected 62836 entries from 62836 ( 100 % ) 2018-04-10 13:07:07 INFO | -> Selected 62836 entries ( 100 % ). Overall 8247258 ( 82.4726 % ) of required 10000000 entries. 2018-04-10 13:07:07 INFO | Using evaluation file (115/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:07:08 INFO | -> Pre-selected 82313 entries from 82313 ( 100 % ) 2018-04-10 13:09:50 INFO | -> Selected 82313 entries ( 100 % ). Overall 8329571 ( 83.2957 % ) of required 10000000 entries. 2018-04-10 13:09:50 INFO | Using evaluation file (116/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:09:50 INFO | -> Pre-selected 84795 entries from 84795 ( 100 % ) 2018-04-10 13:12:26 INFO | -> Selected 84795 entries ( 100 % ). Overall 8414366 ( 84.1437 % ) of required 10000000 entries. 2018-04-10 13:12:26 INFO | Using evaluation file (117/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:12:26 INFO | -> Pre-selected 44051 entries from 44051 ( 100 % ) 2018-04-10 13:13:39 INFO | -> Selected 44051 entries ( 100 % ). Overall 8458417 ( 84.5842 % ) of required 10000000 entries. 2018-04-10 13:13:39 INFO | Using evaluation file (118/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:13:39 INFO | -> Pre-selected 87194 entries from 87194 ( 100 % ) 2018-04-10 13:16:18 INFO | -> Selected 87194 entries ( 100 % ). Overall 8545611 ( 85.4561 % ) of required 10000000 entries. 2018-04-10 13:16:18 INFO | Using evaluation file (119/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:16:19 INFO | -> Pre-selected 43336 entries from 43336 ( 100 % ) 2018-04-10 13:17:29 INFO | -> Selected 43336 entries ( 100 % ). Overall 8588947 ( 85.8895 % ) of required 10000000 entries. 2018-04-10 13:17:29 INFO | Using evaluation file (120/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000092.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:17:29 INFO | -> Pre-selected 85773 entries from 85773 ( 100 % ) 2018-04-10 13:19:53 INFO | -> Selected 85773 entries ( 100 % ). Overall 8674720 ( 86.7472 % ) of required 10000000 entries. 2018-04-10 13:19:53 INFO | Using evaluation file (121/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000107.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:19:53 INFO | -> Pre-selected 64074 entries from 64074 ( 100 % ) 2018-04-10 13:21:44 INFO | -> Selected 64074 entries ( 100 % ). Overall 8738794 ( 87.3879 % ) of required 10000000 entries. 2018-04-10 13:21:44 INFO | Using evaluation file (122/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000026.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:21:44 INFO | -> Pre-selected 63846 entries from 63846 ( 100 % ) 2018-04-10 13:24:15 INFO | -> Selected 63846 entries ( 100 % ). Overall 8802640 ( 88.0264 % ) of required 10000000 entries. 2018-04-10 13:24:15 INFO | Using evaluation file (123/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:24:15 INFO | -> Pre-selected 87951 entries from 87951 ( 100 % ) 2018-04-10 13:26:57 INFO | -> Selected 87951 entries ( 100 % ). Overall 8890591 ( 88.9059 % ) of required 10000000 entries. 2018-04-10 13:26:57 INFO | Using evaluation file (124/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:26:57 INFO | -> Pre-selected 31705 entries from 31705 ( 100 % ) 2018-04-10 13:27:53 INFO | -> Selected 31705 entries ( 100 % ). Overall 8922296 ( 89.223 % ) of required 10000000 entries. 2018-04-10 13:27:53 INFO | Using evaluation file (125/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:27:54 INFO | -> Pre-selected 66465 entries from 66465 ( 100 % ) 2018-04-10 13:29:51 INFO | -> Selected 66465 entries ( 100 % ). Overall 8988761 ( 89.8876 % ) of required 10000000 entries. 2018-04-10 13:29:51 INFO | Using evaluation file (126/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:29:51 INFO | -> Pre-selected 85496 entries from 85496 ( 100 % ) 2018-04-10 13:31:56 INFO | -> Selected 85496 entries ( 100 % ). Overall 9074257 ( 90.7426 % ) of required 10000000 entries. 2018-04-10 13:31:56 INFO | Using evaluation file (127/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:31:56 INFO | -> Pre-selected 88556 entries from 88556 ( 100 % ) 2018-04-10 13:34:09 INFO | -> Selected 88556 entries ( 100 % ). Overall 9162813 ( 91.6281 % ) of required 10000000 entries. 2018-04-10 13:34:09 INFO | Using evaluation file (128/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:34:09 INFO | -> Pre-selected 84736 entries from 84736 ( 100 % ) 2018-04-10 13:36:16 INFO | -> Selected 84736 entries ( 100 % ). Overall 9247549 ( 92.4755 % ) of required 10000000 entries. 2018-04-10 13:36:16 INFO | Using evaluation file (129/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000086.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:36:17 INFO | -> Pre-selected 85265 entries from 85265 ( 100 % ) 2018-04-10 13:38:22 INFO | -> Selected 85265 entries ( 100 % ). Overall 9332814 ( 93.3281 % ) of required 10000000 entries. 2018-04-10 13:38:22 INFO | Using evaluation file (130/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:38:23 INFO | -> Pre-selected 78365 entries from 78365 ( 100 % ) 2018-04-10 13:40:24 INFO | -> Selected 78365 entries ( 100 % ). Overall 9411179 ( 94.1118 % ) of required 10000000 entries. 2018-04-10 13:40:24 INFO | Using evaluation file (131/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:40:24 INFO | -> Pre-selected 64296 entries from 64296 ( 100 % ) 2018-04-10 13:42:16 INFO | -> Selected 64296 entries ( 100 % ). Overall 9475475 ( 94.7548 % ) of required 10000000 entries. 2018-04-10 13:42:16 INFO | Using evaluation file (132/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:42:17 INFO | -> Pre-selected 85591 entries from 85591 ( 100 % ) 2018-04-10 13:44:35 INFO | -> Selected 85591 entries ( 100 % ). Overall 9561066 ( 95.6107 % ) of required 10000000 entries. 2018-04-10 13:44:35 INFO | Using evaluation file (133/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000094.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:44:36 INFO | -> Pre-selected 86645 entries from 86645 ( 100 % ) 2018-04-10 13:46:45 INFO | -> Selected 86645 entries ( 100 % ). Overall 9647711 ( 96.4771 % ) of required 10000000 entries. 2018-04-10 13:46:45 INFO | Using evaluation file (134/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000112.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:46:46 INFO | -> Pre-selected 86010 entries from 86010 ( 100 % ) 2018-04-10 13:48:28 INFO | -> Selected 86010 entries ( 100 % ). Overall 9733721 ( 97.3372 % ) of required 10000000 entries. 2018-04-10 13:48:28 INFO | Using evaluation file (135/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000089.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:48:29 INFO | -> Pre-selected 83621 entries from 83621 ( 100 % ) 2018-04-10 13:50:31 INFO | -> Selected 83621 entries ( 100 % ). Overall 9817342 ( 98.1734 % ) of required 10000000 entries. 2018-04-10 13:50:31 INFO | Using evaluation file (136/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000104.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:50:32 INFO | -> Pre-selected 84368 entries from 84368 ( 100 % ) 2018-04-10 13:52:36 INFO | -> Selected 84368 entries ( 100 % ). Overall 9901710 ( 99.0171 % ) of required 10000000 entries. 2018-04-10 13:52:36 INFO | Using evaluation file (137/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:52:36 INFO | -> Pre-selected 84461 entries from 84461 ( 100 % ) 2018-04-10 13:55:12 INFO | -> Selected 84461 entries ( 100 % ). Overall 9986171 ( 99.8617 % ) of required 10000000 entries. 2018-04-10 13:55:12 INFO | Using evaluation file (138/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree 2018-04-10 13:55:13 INFO | -> Pre-selected 69195 entries from 69195 ( 100 % ) 2018-04-10 13:55:40 INFO | -> Selected 13829 entries ( 19.9855 % ). Overall 10000000 ( 100 % ) of required 10000000 entries. 2018-04-10 13:55:40 INFO | Considered 10000000 tracks for input to MVA evaluation 2018-04-10 13:55:40 INFO | Sel. Eff. = 100% 2018-04-10 13:55:40 INFO | Selected 10000000 tracks for input to MVA evaluation 2018-04-10 13:55:40 INFO | Ghost percentage = 69.1855% 2018-04-10 13:55:40 INFO | Electron percentage = 0.14048% 2018-04-10 13:55:40 INFO | Muon percentage = 1.28898% 2018-04-10 13:55:40 INFO | Pion percentage = 22.5295% 2018-04-10 13:55:40 INFO | Kaon percentage = 1.11403% 2018-04-10 13:55:40 INFO | Proton percentage = 5.5666% 2018-04-10 13:55:40 INFO | Skipped 1 contributions below 0.01% 2018-04-10 13:55:40 WARN | Unknown Particle type 3222 2018-04-10 13:55:40 INFO | 'PDG=3222' percentage = 0.01009% 2018-04-10 13:55:40 INFO | Skipped 1 contributions below 0.01% 2018-04-10 13:55:40 INFO | Skipped 2 contributions below 0.01% 2018-04-10 13:55:40 INFO | Skipped 3 contributions below 0.01% 2018-04-10 13:55:40 INFO | Deuteron percentage = 0.15339% 2018-04-10 13:55:40 INFO | Skipped 3 contributions below 0.01% 2018-04-10 13:55:40 INFO | Making Input Variable plots 2018-04-10 13:56:06 INFO | Making MVA V Input Variable plots 2018-04-10 13:56:17 INFO | Making DLL V Input Variable plots 2018-04-10 13:56:27 INFO | Making purity plots 2018-04-10 13:56:28 INFO | Making MVA Output plots 2018-04-10 13:56:29 INFO | Making DLL Output plots 2018-04-10 13:56:30 INFO | Making MVA DLL Correlation plots 2018-04-10 13:56:31 INFO | Making MVA V P eff plots 2018-04-10 13:56:48 INFO | Making DLL V P eff plots 2018-04-10 13:57:11 INFO | Making MVA eff. V DLL cut plots 2018-04-10 13:57:26 INFO | Making DLL eff. V MVA cut plots 2018-04-10 13:57:34 INFO | Making final performance plots ... 2018-04-10 13:57:35 INFO | Creating Eff V Purity text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/DownstreamDeuteronEffVPurity-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.3-CVTest151e-16-!UseReg.txt 2018-04-10 13:57:35 INFO | -> Filling 79 data points 2018-04-10 13:57:35 INFO | Creating Eff V Electron MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/DownstreamDeuteronEffVElectronMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.3-CVTest151e-16-!UseReg.txt 2018-04-10 13:57:35 INFO | -> Filling 76 data points 2018-04-10 13:57:36 INFO | Creating Eff V Ghost MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/DownstreamDeuteronEffVGhostMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.3-CVTest151e-16-!UseReg.txt 2018-04-10 13:57:36 INFO | -> Filling 76 data points 2018-04-10 13:57:36 INFO | Creating Eff V Kaon MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/DownstreamDeuteronEffVKaonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.3-CVTest151e-16-!UseReg.txt 2018-04-10 13:57:36 INFO | -> Filling 76 data points 2018-04-10 13:57:37 INFO | Creating Eff V Muon MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/DownstreamDeuteronEffVMuonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.3-CVTest151e-16-!UseReg.txt 2018-04-10 13:57:37 INFO | -> Filling 70 data points 2018-04-10 13:57:37 INFO | Creating Eff V Pion MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/DownstreamDeuteronEffVPionMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.3-CVTest151e-16-!UseReg.txt 2018-04-10 13:57:37 INFO | -> Filling 76 data points 2018-04-10 13:57:38 INFO | Creating Eff V Proton MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/DownstreamDeuteronEffVProtonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.3-CVTest151e-16-!UseReg.txt 2018-04-10 13:57:38 INFO | -> Filling 74 data points 2018-04-10 13:57:38 INFO | Closing Downstream-Deuteron-evaluation.root 2018-04-10 13:58:19 INFO | Finished... removed `train-config.txt' removed `MVA.txt' removed `ProtoPIDTeacher.exe' removed `EVALUATION-RUNNING' removed `MC2016Deuterons-EvalFiles-Mixture.txt' removed `TrainingFiles-Mixture.txt' Scientific Linux CERN SLC release 6.9 (Carbon) Tue Apr 10 13:58:23 BST 2018