Tue 8 May 11:57:33 BST 2018 Linux cl026 3.10.0-693.21.1.el7.x86_64 #1 SMP Wed Mar 7 19:03:37 UTC 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.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//UpgradeSim09cUp02RecoUp01-TrainingFiles-Mixture-Cambridge.txt’ -> ‘TrainingFiles-Mixture.txt’ ‘/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training//UpgradeSim09cUp02RecoUp01-TrainingFiles-Mixture-Cambridge.txt’ -> ‘UpgradeSim09cUp02RecoUp01-EvalFiles-Mixture.txt’ Training in /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.01/PrAccF0.05/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long Will use ionice ‘/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-Upgrade-Sim09cUp02RecoUp01/GlobalPID_Kaon_Long_ANN.txt’ -> ‘./GlobalPID_Kaon_Long_ANN.txt’ 2018-05-08 11:57:43 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache' 2018-05-08 11:57:43 INFO | Network Config file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.01/PrAccF0.05/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/GlobalPID_Kaon_Long_ANN.txt 2018-05-08 11:57:43 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.01/PrAccF0.05/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/train-config.txt 2018-05-08 11:57:43 INFO | Particle type = Kaon 2018-05-08 11:57:43 INFO | Background types = All 2018-05-08 11:57:43 INFO | Training Mix = NaturalMix 2018-05-08 11:57:43 INFO | Track type = Long 2018-05-08 11:57:43 INFO | Track PresSel = NoTrackPreSelection.txt 2018-05-08 11:57:43 INFO | Network type = TMVA 2018-05-08 11:57:43 INFO | Ghost treatment = Ghosts Ghosts 2018-05-08 11:57:43 INFO | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2018-05-08 11:57:43 INFO | Reweighting = NoReweight 2018-05-08 11:57:43 INFO | Output file = GlobalPID_Kaon_Long_TMVA.weights.xml 2018-05-08 11:57:43 INFO | Skipping input #TrackCloneDist 2018-05-08 11:57:43 INFO | Skipping input #RichAboveElThres 2018-05-08 11:57:43 INFO | Skipping input #RichAboveMuThres 2018-05-08 11:57:43 INFO | Creating selection from 'NoTrackPreSelection.txt' 2018-05-08 11:57:43 INFO | -> # very very loose. Essentially no cuts 2018-05-08 11:57:43 INFO | -> TrackP > 0 2018-05-08 11:57:43 INFO | -> TrackPt > 0 2018-05-08 11:57:43 INFO | Creating selection from 'AllPhysTracksInEvent.txt' 2018-05-08 11:57:43 INFO | -> !HasMC || MCVertexType==1 || MCVertexType==2 2018-05-08 11:57:43 INFO | Training sample size (excluding ghosts) = 1800000 2018-05-08 11:57:43 INFO | Evaluation sample size = 10000000 2018-05-08 11:57:43 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.01/PrAccF0.05/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/MVA.txt 2018-05-08 11:57:43 INFO | -> NBTASK = CLA 2018-05-08 11:57:43 INFO | -> NBMOM = 0.0 2018-05-08 11:57:43 INFO | -> NBREG = ALL 2018-05-08 11:57:43 INFO | -> TMVAVALIDATIONFRAC = 0.3 2018-05-08 11:57:43 INFO | -> TMVATESTFRAC = 0.3 2018-05-08 11:57:43 INFO | -> MaxTrainSizeFactor = 1.5 2018-05-08 11:57:43 INFO | -> HiddenLayer1ScaleFactor = 1.6 2018-05-08 11:57:43 INFO | -> HiddenLayer2ScaleFactor = 1.6 2018-05-08 11:57:43 INFO | -> GhostAcceptFraction = 0.01 2018-05-08 11:57:43 INFO | -> PionAcceptFraction = 1.0 2018-05-08 11:57:43 INFO | -> KaonAcceptFraction = 1.0 2018-05-08 11:57:43 INFO | -> ProtonAcceptFraction = 0.05 2018-05-08 11:57:43 INFO | -> ReuseTrainingFiles = 0 2018-05-08 11:57:43 INFO | -> TrainingYear = UpgradeSim09cUp02RecoUp01 2018-05-08 11:57:43 INFO | -> TMVAMETHOD = MLP 2018-05-08 11:57:43 INFO | -> TMVAUSEREGULATOR = false 2018-05-08 11:57:43 INFO | -> TMVAMLPNCYCLES = 750 2018-05-08 11:57:43 INFO | -> TMVAVARTRANSFORM = Norm 2018-05-08 11:57:43 INFO | -> TMVAMLPNEURONTYPE = sigmoid 2018-05-08 11:57:43 INFO | -> TMVAMLPMETHOD = BP 2018-05-08 11:57:43 INFO | -> TMVAMLPESTIMATORTYPE = CE 2018-05-08 11:57:43 INFO | -> TMVAMLPCONVIMPROVE = 1e-16 2018-05-08 11:57:43 INFO | -> TMVAMLPCONVTEST = 15 2018-05-08 11:57:43 INFO | -> TMVABDTBOOSTTYPE = AdaBoost 2018-05-08 11:57:43 INFO | -> TMVABDTNTREES = 800 2018-05-08 11:57:43 INFO | -> TMVABDTPRUNEMETHOD = CostComplexity 2018-05-08 11:57:43 INFO | -> TMVABDTMAXTREEDEPTH = 3 2018-05-08 11:57:43 INFO | -> TMVADNNERRSTRAT = CROSSENTROPY 2018-05-08 11:57:43 INFO | -> TMVADNNTRAINCONFA = UNDEFINED 2018-05-08 11:57:43 INFO | -> TMVADNNTRAINCONFB = 2018-05-08 11:57:43 INFO | -> TMVADNNTRAINCONFC = 2018-05-08 11:57:43 INFO | -> TMVADNNLAYOUT = UNDEFINED 2018-05-08 11:57:43 INFO | -> TMVADNNWEIGHTINIT = XAVIERUNIFORM 2018-05-08 11:57:43 INFO | -> TMVADNNARCH = STANDARD 2018-05-08 11:57:43 INFO | Hidden Layer 1 scale = 1.6 2018-05-08 11:57:43 INFO | Hidden Layer 2 scale = 1.6 2018-05-08 11:57:43 INFO | Ghost Accept Fraction = 0.01 2018-05-08 11:57:43 INFO | Proton Accept Fraction = 0.05 2018-05-08 11:57:43 INFO | Kaon Accept Fraction = 1 2018-05-08 11:57:43 INFO | Pion Accept Fraction = 1 2018-05-08 11:57:43 INFO | Max Training sample size (with ghosts) = 2700000 2018-05-08 11:57:43 INFO | Training data year = UpgradeSim09cUp02RecoUp01 2018-05-08 11:57:43 INFO | Evaluation data year = UpgradeSim09cUp02RecoUp01 2018-05-08 11:57:43 INFO | TMVA Output ROOT file Long-Kaon-TMVA.root 2018-05-08 11:57:44 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" 2018-05-08 11:57:44 INFO | Input TrackP Type F 2018-05-08 11:57:44 INFO | Input TrackPt Type F 2018-05-08 11:57:44 INFO | Input TrackChi2PerDof Type F 2018-05-08 11:57:44 INFO | Input TrackNumDof Type I 2018-05-08 11:57:44 INFO | Input TrackGhostProbability Type F 2018-05-08 11:57:44 INFO | Input TrackFitMatchChi2 Type F 2018-05-08 11:57:44 INFO | Input TrackFitVeloChi2 Type F 2018-05-08 11:57:44 INFO | Input TrackFitVeloNDoF Type I 2018-05-08 11:57:44 INFO | Input TrackFitTChi2 Type F 2018-05-08 11:57:44 INFO | Input TrackFitTNDoF Type I 2018-05-08 11:57:44 INFO | Input RichUsedR1Gas Type I 2018-05-08 11:57:44 INFO | Input RichUsedR2Gas Type I 2018-05-08 11:57:44 INFO | Input RichAbovePiThres Type I 2018-05-08 11:57:44 INFO | Input RichAboveKaThres Type I 2018-05-08 11:57:44 INFO | Input RichAbovePrThres Type I 2018-05-08 11:57:44 INFO | Input RichDLLe Type F 2018-05-08 11:57:44 INFO | Input RichDLLmu Type F 2018-05-08 11:57:44 INFO | Input RichDLLk Type F 2018-05-08 11:57:44 INFO | Input RichDLLp Type F 2018-05-08 11:57:44 INFO | Input RichDLLd Type F 2018-05-08 11:57:44 INFO | Input RichDLLbt Type F 2018-05-08 11:57:44 INFO | Input MuonMVA1 Type F 2018-05-08 11:57:44 INFO | Input MuonBkgLL Type F 2018-05-08 11:57:44 INFO | Input MuonMuLL Type F 2018-05-08 11:57:44 INFO | Input MuonIsMuon Type I 2018-05-08 11:57:44 INFO | Input MuonNShared Type I 2018-05-08 11:57:44 INFO | Input MuonChi2Corr Type F 2018-05-08 11:57:44 INFO | Input InAccMuon Type I 2018-05-08 11:57:44 INFO | Input MuonIsLooseMuon Type I 2018-05-08 11:57:44 INFO | Input EcalPIDe Type F 2018-05-08 11:57:44 INFO | Input EcalPIDmu Type F 2018-05-08 11:57:44 INFO | Input HcalPIDe Type F 2018-05-08 11:57:44 INFO | Input HcalPIDmu Type F 2018-05-08 11:57:44 INFO | Input InAccBrem Type I 2018-05-08 11:57:44 INFO | Input BremPIDe Type F 2018-05-08 11:57:44 INFO | Input CaloEoverP Type F 2018-05-08 11:57:44 INFO | Input CaloBremChi2 Type F 2018-05-08 11:57:44 INFO | Input CaloBremMatch Type F 2018-05-08 11:57:44 INFO | Input CaloChargedEcal Type F 2018-05-08 11:57:44 INFO | Input CaloClusChi2 Type F 2018-05-08 11:57:44 INFO | Input CaloEcalChi2 Type F 2018-05-08 11:57:44 INFO | Input CaloEcalE Type F 2018-05-08 11:57:44 INFO | Input CaloHcalE Type F 2018-05-08 11:57:44 INFO | Input CaloElectronMatch Type F 2018-05-08 11:57:44 INFO | Input CaloTrMatch Type F 2018-05-08 11:57:44 INFO | Input CaloTrajectoryL Type F 2018-05-08 11:57:44 INFO | Input CaloNeutralEcal Type F 2018-05-08 11:57:44 INFO | Input CombDLLe Type F 2018-05-08 11:57:44 INFO | Input CombDLLmu Type F 2018-05-08 11:57:44 INFO | Input Data file = TrainingFiles-Mixture.txt 2018-05-08 11:57:44 INFO | Using 3913 data files 2018-05-08 11:57:44 INFO | Applying overall prescale of 0.025 2018-05-08 11:57:44 INFO | Training Datafile Selection hash = 576a2c4002b40265 2018-05-08 11:57:44 INFO | Target selected entries per file = 4000 2018-05-08 11:57:44 INFO | Using training file (1/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:57:44 INFO | -> Pre-selected 8253 entries from 11509 ( 71.7091 % ) 2018-05-08 11:57:49 INFO | -> Selected 5647 entries ( 49.0659 % ). Overall 4000 ( 0.222222 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:57:49 INFO | Using training file (2/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:57:49 INFO | -> Pre-selected 8229 entries from 11378 ( 72.3238 % ) 2018-05-08 11:57:55 INFO | -> Selected 5712 entries ( 50.2021 % ). Overall 8001 ( 0.4445 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:57:55 INFO | Using training file (3/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:57:55 INFO | -> Pre-selected 8012 entries from 11138 ( 71.9339 % ) 2018-05-08 11:58:02 INFO | -> Selected 5669 entries ( 50.8978 % ). Overall 12001 ( 0.666722 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:02 INFO | Using training file (4/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:02 INFO | -> Pre-selected 4051 entries from 5750 ( 70.4522 % ) 2018-05-08 11:58:05 INFO | -> Selected 4051 entries ( 70.4522 % ). Overall 14846 ( 0.824778 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:05 INFO | Using training file (5/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:05 INFO | -> Pre-selected 7927 entries from 10954 ( 72.3663 % ) 2018-05-08 11:58:11 INFO | -> Selected 5714 entries ( 52.1636 % ). Overall 18847 ( 1.04706 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:11 INFO | Using training file (6/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:11 INFO | -> Pre-selected 8214 entries from 11451 ( 71.7317 % ) 2018-05-08 11:58:16 INFO | -> Selected 5772 entries ( 50.4061 % ). Overall 22848 ( 1.26933 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:16 INFO | Using training file (7/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:16 INFO | -> Pre-selected 7981 entries from 10784 ( 74.0078 % ) 2018-05-08 11:58:23 INFO | -> Selected 5693 entries ( 52.7912 % ). Overall 26849 ( 1.49161 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:23 INFO | Using training file (8/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:23 INFO | -> Pre-selected 8262 entries from 11397 ( 72.4928 % ) 2018-05-08 11:58:28 INFO | -> Selected 5696 entries ( 49.9781 % ). Overall 30850 ( 1.71389 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:28 INFO | Using training file (9/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000058.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:28 INFO | -> Pre-selected 8041 entries from 11145 ( 72.1489 % ) 2018-05-08 11:58:35 INFO | -> Selected 5690 entries ( 51.0543 % ). Overall 34850 ( 1.93611 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:35 INFO | Using training file (10/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000035.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:35 INFO | -> Pre-selected 5972 entries from 8360 ( 71.4354 % ) 2018-05-08 11:58:39 INFO | -> Selected 5731 entries ( 68.5526 % ). Overall 38848 ( 2.15822 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:39 INFO | Using training file (11/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000057.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:39 INFO | -> Pre-selected 7944 entries from 11229 ( 70.7454 % ) 2018-05-08 11:58:44 INFO | -> Selected 5711 entries ( 50.8594 % ). Overall 42849 ( 2.3805 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:44 INFO | Using training file (12/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:44 INFO | -> Pre-selected 2025 entries from 2765 ( 73.2369 % ) 2018-05-08 11:58:46 INFO | -> Selected 2025 entries ( 73.2369 % ). Overall 44271 ( 2.4595 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:46 INFO | Using training file (13/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:46 INFO | -> Pre-selected 7626 entries from 10629 ( 71.7471 % ) 2018-05-08 11:58:51 INFO | -> Selected 5793 entries ( 54.5018 % ). Overall 48272 ( 2.68178 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:51 INFO | Using training file (14/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:51 INFO | -> Pre-selected 8405 entries from 11880 ( 70.7492 % ) 2018-05-08 11:58:58 INFO | -> Selected 5858 entries ( 49.3098 % ). Overall 52273 ( 2.90406 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:58:58 INFO | Using training file (15/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:58:58 INFO | -> Pre-selected 8304 entries from 11523 ( 72.0646 % ) 2018-05-08 11:59:03 INFO | -> Selected 5691 entries ( 49.3882 % ). Overall 56273 ( 3.12628 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:59:03 INFO | Using training file (16/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:59:03 INFO | -> Pre-selected 7837 entries from 10813 ( 72.4776 % ) 2018-05-08 11:59:10 INFO | -> Selected 5754 entries ( 53.2137 % ). Overall 60274 ( 3.34856 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:59:10 INFO | Using training file (17/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:59:10 INFO | -> Pre-selected 8366 entries from 11639 ( 71.879 % ) 2018-05-08 11:59:17 INFO | -> Selected 5763 entries ( 49.5146 % ). Overall 64275 ( 3.57083 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:59:17 INFO | Using training file (18/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:59:17 INFO | -> Pre-selected 8464 entries from 11710 ( 72.2801 % ) 2018-05-08 11:59:23 INFO | -> Selected 5755 entries ( 49.146 % ). Overall 68276 ( 3.79311 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:59:23 INFO | Using training file (19/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:59:23 INFO | -> Pre-selected 7929 entries from 10941 ( 72.4705 % ) 2018-05-08 11:59:29 INFO | -> Selected 5855 entries ( 53.5143 % ). Overall 72277 ( 4.01539 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:59:29 INFO | Using training file (20/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:59:29 INFO | -> Pre-selected 7659 entries from 10646 ( 71.9425 % ) 2018-05-08 11:59:37 INFO | -> Selected 5819 entries ( 54.659 % ). Overall 76278 ( 4.23767 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:59:37 INFO | Using training file (21/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:59:37 INFO | -> Pre-selected 8182 entries from 11458 ( 71.4086 % ) 2018-05-08 11:59:42 INFO | -> Selected 5654 entries ( 49.3454 % ). Overall 80279 ( 4.45994 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:59:42 INFO | Using training file (22/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000042.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:59:42 INFO | -> Pre-selected 8806 entries from 12238 ( 71.9562 % ) 2018-05-08 11:59:51 INFO | -> Selected 5646 entries ( 46.135 % ). Overall 84278 ( 4.68211 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:59:51 INFO | Using training file (23/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:59:51 INFO | -> Pre-selected 7936 entries from 11123 ( 71.3477 % ) 2018-05-08 11:59:57 INFO | -> Selected 5772 entries ( 51.8925 % ). Overall 88279 ( 4.90439 % ) of required 1800000 non-ghost training entries. 2018-05-08 11:59:57 INFO | Using training file (24/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 11:59:57 INFO | -> Pre-selected 8141 entries from 11244 ( 72.4031 % ) 2018-05-08 12:00:05 INFO | -> Selected 5734 entries ( 50.9961 % ). Overall 92280 ( 5.12667 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:00:05 INFO | Using training file (25/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000027.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:00:05 INFO | -> Pre-selected 8260 entries from 11457 ( 72.0957 % ) 2018-05-08 12:00:10 INFO | -> Selected 5709 entries ( 49.8298 % ). Overall 96281 ( 5.34894 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:00:10 INFO | Using training file (26/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:00:10 INFO | -> Pre-selected 8382 entries from 11556 ( 72.5337 % ) 2018-05-08 12:00:17 INFO | -> Selected 5680 entries ( 49.152 % ). Overall 100281 ( 5.57117 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:00:17 INFO | Using training file (27/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:00:17 INFO | -> Pre-selected 8420 entries from 11595 ( 72.6175 % ) 2018-05-08 12:00:23 INFO | -> Selected 5701 entries ( 49.1677 % ). Overall 104282 ( 5.79344 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:00:23 INFO | Using training file (28/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:00:24 INFO | -> Pre-selected 7783 entries from 10680 ( 72.8745 % ) 2018-05-08 12:00:32 INFO | -> Selected 5834 entries ( 54.6255 % ). Overall 108281 ( 6.01561 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:00:32 INFO | Using training file (29/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:00:32 INFO | -> Pre-selected 8300 entries from 11492 ( 72.2242 % ) 2018-05-08 12:00:40 INFO | -> Selected 5813 entries ( 50.583 % ). Overall 112281 ( 6.23783 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:00:40 INFO | Using training file (30/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:00:40 INFO | -> Pre-selected 7912 entries from 10903 ( 72.5672 % ) 2018-05-08 12:00:45 INFO | -> Selected 5805 entries ( 53.2422 % ). Overall 116281 ( 6.46006 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:00:45 INFO | Using training file (31/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:00:45 INFO | -> Pre-selected 6212 entries from 8705 ( 71.3613 % ) 2018-05-08 12:00:51 INFO | -> Selected 5725 entries ( 65.7668 % ). Overall 120281 ( 6.68228 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:00:51 INFO | Using training file (32/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:00:51 INFO | -> Pre-selected 8564 entries from 11862 ( 72.1969 % ) 2018-05-08 12:00:56 INFO | -> Selected 5731 entries ( 48.3139 % ). Overall 124281 ( 6.9045 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:00:56 INFO | Using training file (33/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:00:56 INFO | -> Pre-selected 6099 entries from 8584 ( 71.0508 % ) 2018-05-08 12:01:04 INFO | -> Selected 5702 entries ( 66.4259 % ). Overall 128277 ( 7.1265 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:01:04 INFO | Using training file (34/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:01:04 INFO | -> Pre-selected 7945 entries from 11073 ( 71.7511 % ) 2018-05-08 12:01:09 INFO | -> Selected 5650 entries ( 51.025 % ). Overall 132276 ( 7.34867 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:01:09 INFO | Using training file (35/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:01:09 INFO | -> Pre-selected 7858 entries from 10893 ( 72.1381 % ) 2018-05-08 12:01:15 INFO | -> Selected 5781 entries ( 53.0708 % ). Overall 136276 ( 7.57089 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:01:15 INFO | Using training file (36/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:01:15 INFO | -> Pre-selected 8436 entries from 11688 ( 72.1766 % ) 2018-05-08 12:01:20 INFO | -> Selected 5692 entries ( 48.6995 % ). Overall 140277 ( 7.79317 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:01:20 INFO | Using training file (37/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:01:20 INFO | -> Pre-selected 8611 entries from 11912 ( 72.2884 % ) 2018-05-08 12:01:27 INFO | -> Selected 5814 entries ( 48.8079 % ). Overall 144277 ( 8.01539 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:01:27 INFO | Using training file (38/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:01:27 INFO | -> Pre-selected 6793 entries from 9296 ( 73.0744 % ) 2018-05-08 12:01:31 INFO | -> Selected 5707 entries ( 61.392 % ). Overall 148277 ( 8.23761 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:01:31 INFO | Using training file (39/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:01:31 INFO | -> Pre-selected 7635 entries from 10683 ( 71.4687 % ) 2018-05-08 12:01:37 INFO | -> Selected 5753 entries ( 53.8519 % ). Overall 152278 ( 8.45989 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:01:37 INFO | Using training file (40/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:01:37 INFO | -> Pre-selected 8469 entries from 11621 ( 72.8767 % ) 2018-05-08 12:01:44 INFO | -> Selected 5687 entries ( 48.9373 % ). Overall 156278 ( 8.68211 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:01:44 INFO | Using training file (41/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000111.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:01:44 INFO | -> Pre-selected 8510 entries from 11834 ( 71.9114 % ) 2018-05-08 12:01:51 INFO | -> Selected 5774 entries ( 48.7916 % ). Overall 160279 ( 8.90439 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:01:51 INFO | Using training file (42/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:01:51 INFO | -> Pre-selected 8237 entries from 11360 ( 72.5088 % ) 2018-05-08 12:01:57 INFO | -> Selected 5763 entries ( 50.7306 % ). Overall 164279 ( 9.12661 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:01:57 INFO | Using training file (43/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000023.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:01:57 INFO | -> Pre-selected 8288 entries from 11538 ( 71.8322 % ) 2018-05-08 12:02:02 INFO | -> Selected 5761 entries ( 49.9307 % ). Overall 168280 ( 9.34889 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:02:02 INFO | Using training file (44/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:02:02 INFO | -> Pre-selected 8131 entries from 11289 ( 72.0259 % ) 2018-05-08 12:02:09 INFO | -> Selected 5813 entries ( 51.4926 % ). Overall 172281 ( 9.57117 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:02:09 INFO | Using training file (45/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:02:09 INFO | -> Pre-selected 7654 entries from 10647 ( 71.8888 % ) 2018-05-08 12:02:14 INFO | -> Selected 5806 entries ( 54.5318 % ). Overall 176280 ( 9.79333 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:02:14 INFO | Using training file (46/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:02:14 INFO | -> Pre-selected 8193 entries from 11219 ( 73.0279 % ) 2018-05-08 12:02:20 INFO | -> Selected 5712 entries ( 50.9136 % ). Overall 180280 ( 10.0156 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:02:20 INFO | Using training file (47/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:02:20 INFO | -> Pre-selected 4038 entries from 5592 ( 72.2103 % ) 2018-05-08 12:02:24 INFO | -> Selected 4038 entries ( 72.2103 % ). Overall 183102 ( 10.1723 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:02:24 INFO | Using training file (48/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:02:24 INFO | -> Pre-selected 8363 entries from 11533 ( 72.5137 % ) 2018-05-08 12:02:31 INFO | -> Selected 5763 entries ( 49.9697 % ). Overall 187103 ( 10.3946 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:02:31 INFO | Using training file (49/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:02:31 INFO | -> Pre-selected 7804 entries from 10770 ( 72.4605 % ) 2018-05-08 12:02:39 INFO | -> Selected 5719 entries ( 53.1012 % ). Overall 191104 ( 10.6169 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:02:39 INFO | Using training file (50/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:02:39 INFO | -> Pre-selected 8362 entries from 11712 ( 71.3969 % ) 2018-05-08 12:02:45 INFO | -> Selected 5690 entries ( 48.5827 % ). Overall 195104 ( 10.8391 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:02:45 INFO | Using training file (51/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000096.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:02:45 INFO | -> Pre-selected 8228 entries from 11352 ( 72.4806 % ) 2018-05-08 12:02:52 INFO | -> Selected 5756 entries ( 50.7047 % ). Overall 199104 ( 11.0613 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:02:52 INFO | Using training file (52/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:02:53 INFO | -> Pre-selected 8528 entries from 11734 ( 72.6777 % ) 2018-05-08 12:02:58 INFO | -> Selected 5727 entries ( 48.8069 % ). Overall 203105 ( 11.2836 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:02:58 INFO | Using training file (53/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:02:58 INFO | -> Pre-selected 8175 entries from 11356 ( 71.9884 % ) 2018-05-08 12:03:05 INFO | -> Selected 5677 entries ( 49.9912 % ). Overall 207105 ( 11.5058 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:03:05 INFO | Using training file (54/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000077.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:03:05 INFO | -> Pre-selected 8411 entries from 11590 ( 72.5712 % ) 2018-05-08 12:03:12 INFO | -> Selected 5845 entries ( 50.4314 % ). Overall 211105 ( 11.7281 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:03:12 INFO | Using training file (55/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:03:12 INFO | -> Pre-selected 7452 entries from 10321 ( 72.2023 % ) 2018-05-08 12:03:18 INFO | -> Selected 5713 entries ( 55.3532 % ). Overall 215105 ( 11.9503 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:03:18 INFO | Using training file (56/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:03:18 INFO | -> Pre-selected 7956 entries from 10966 ( 72.5515 % ) 2018-05-08 12:03:26 INFO | -> Selected 5722 entries ( 52.1795 % ). Overall 219105 ( 12.1725 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:03:26 INFO | Using training file (57/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000119.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:03:26 INFO | -> Pre-selected 7960 entries from 10867 ( 73.2493 % ) 2018-05-08 12:03:32 INFO | -> Selected 5732 entries ( 52.7468 % ). Overall 223105 ( 12.3947 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:03:32 INFO | Using training file (58/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:03:32 INFO | -> Pre-selected 8290 entries from 11448 ( 72.4144 % ) 2018-05-08 12:03:38 INFO | -> Selected 5840 entries ( 51.0133 % ). Overall 227106 ( 12.617 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:03:38 INFO | Using training file (59/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:03:38 INFO | -> Pre-selected 5416 entries from 7569 ( 71.555 % ) 2018-05-08 12:03:42 INFO | -> Selected 5414 entries ( 71.5286 % ). Overall 230880 ( 12.8267 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:03:42 INFO | Using training file (60/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:03:42 INFO | -> Pre-selected 8131 entries from 11367 ( 71.5316 % ) 2018-05-08 12:03:48 INFO | -> Selected 5682 entries ( 49.9868 % ). Overall 234881 ( 13.0489 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:03:48 INFO | Using training file (61/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:03:48 INFO | -> Pre-selected 8167 entries from 11210 ( 72.8546 % ) 2018-05-08 12:03:56 INFO | -> Selected 5706 entries ( 50.901 % ). Overall 238881 ( 13.2712 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:03:56 INFO | Using training file (62/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:03:56 INFO | -> Pre-selected 7888 entries from 10952 ( 72.0234 % ) 2018-05-08 12:04:04 INFO | -> Selected 5729 entries ( 52.3101 % ). Overall 242881 ( 13.4934 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:04:04 INFO | Using training file (63/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:04:04 INFO | -> Pre-selected 7904 entries from 10979 ( 71.992 % ) 2018-05-08 12:04:12 INFO | -> Selected 5639 entries ( 51.3617 % ). Overall 246882 ( 13.7157 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:04:12 INFO | Using training file (64/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:04:12 INFO | -> Pre-selected 7927 entries from 11165 ( 70.9987 % ) 2018-05-08 12:04:19 INFO | -> Selected 5742 entries ( 51.4286 % ). Overall 250882 ( 13.9379 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:04:19 INFO | Using training file (65/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:04:19 INFO | -> Pre-selected 8473 entries from 11712 ( 72.3446 % ) 2018-05-08 12:04:25 INFO | -> Selected 5746 entries ( 49.0608 % ). Overall 254883 ( 14.1602 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:04:25 INFO | Using training file (66/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:04:25 INFO | -> Pre-selected 6322 entries from 8834 ( 71.5644 % ) 2018-05-08 12:04:30 INFO | -> Selected 5809 entries ( 65.7573 % ). Overall 258881 ( 14.3823 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:04:30 INFO | Using training file (67/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:04:30 INFO | -> Pre-selected 8171 entries from 11404 ( 71.6503 % ) 2018-05-08 12:04:36 INFO | -> Selected 5743 entries ( 50.3595 % ). Overall 262882 ( 14.6046 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:04:36 INFO | Using training file (68/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:04:36 INFO | -> Pre-selected 7940 entries from 11095 ( 71.5638 % ) 2018-05-08 12:04:43 INFO | -> Selected 5754 entries ( 51.8612 % ). Overall 266883 ( 14.8268 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:04:43 INFO | Using training file (69/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:04:43 INFO | -> Pre-selected 7839 entries from 10831 ( 72.3756 % ) 2018-05-08 12:04:49 INFO | -> Selected 5754 entries ( 53.1253 % ). Overall 270884 ( 15.0491 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:04:49 INFO | Using training file (70/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:04:49 INFO | -> Pre-selected 7985 entries from 11039 ( 72.3345 % ) 2018-05-08 12:04:59 INFO | -> Selected 5727 entries ( 51.8797 % ). Overall 274885 ( 15.2714 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:04:59 INFO | Using training file (71/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:04:59 INFO | -> Pre-selected 7897 entries from 11036 ( 71.5567 % ) 2018-05-08 12:05:04 INFO | -> Selected 5770 entries ( 52.2834 % ). Overall 278885 ( 15.4936 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:05:04 INFO | Using training file (72/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:05:04 INFO | -> Pre-selected 8069 entries from 11080 ( 72.8249 % ) 2018-05-08 12:05:09 INFO | -> Selected 5733 entries ( 51.7419 % ). Overall 282885 ( 15.7158 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:05:09 INFO | Using training file (73/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:05:09 INFO | -> Pre-selected 8459 entries from 11688 ( 72.3734 % ) 2018-05-08 12:05:17 INFO | -> Selected 5736 entries ( 49.076 % ). Overall 286886 ( 15.9381 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:05:17 INFO | Using training file (74/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000114.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:05:17 INFO | -> Pre-selected 8184 entries from 11384 ( 71.8904 % ) 2018-05-08 12:05:25 INFO | -> Selected 5658 entries ( 49.7013 % ). Overall 290885 ( 16.1603 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:05:25 INFO | Using training file (75/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:05:25 INFO | -> Pre-selected 8608 entries from 11811 ( 72.8812 % ) 2018-05-08 12:05:32 INFO | -> Selected 5706 entries ( 48.3109 % ). Overall 294885 ( 16.3825 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:05:32 INFO | Using training file (76/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000035.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:05:32 INFO | -> Pre-selected 8280 entries from 11337 ( 73.0352 % ) 2018-05-08 12:05:40 INFO | -> Selected 5756 entries ( 50.7718 % ). Overall 298886 ( 16.6048 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:05:40 INFO | Using training file (77/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000027.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:05:40 INFO | -> Pre-selected 6732 entries from 9060 ( 74.3046 % ) 2018-05-08 12:05:50 INFO | -> Selected 5684 entries ( 62.7373 % ). Overall 302886 ( 16.827 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:05:50 INFO | Using training file (78/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:05:50 INFO | -> Pre-selected 8419 entries from 11629 ( 72.3966 % ) 2018-05-08 12:05:58 INFO | -> Selected 5829 entries ( 50.1247 % ). Overall 306885 ( 17.0492 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:05:58 INFO | Using training file (79/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:05:58 INFO | -> Pre-selected 6067 entries from 8436 ( 71.918 % ) 2018-05-08 12:06:04 INFO | -> Selected 5794 entries ( 68.6818 % ). Overall 310880 ( 17.2711 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:06:04 INFO | Using training file (80/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:06:04 INFO | -> Pre-selected 8253 entries from 11440 ( 72.1416 % ) 2018-05-08 12:06:12 INFO | -> Selected 5731 entries ( 50.0962 % ). Overall 314881 ( 17.4934 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:06:12 INFO | Using training file (81/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:06:12 INFO | -> Pre-selected 8204 entries from 11245 ( 72.9569 % ) 2018-05-08 12:06:18 INFO | -> Selected 5694 entries ( 50.6358 % ). Overall 318882 ( 17.7157 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:06:18 INFO | Using training file (82/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:06:18 INFO | -> Pre-selected 7720 entries from 10793 ( 71.5278 % ) 2018-05-08 12:06:26 INFO | -> Selected 5697 entries ( 52.7842 % ). Overall 322883 ( 17.9379 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:06:26 INFO | Using training file (83/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:06:26 INFO | -> Pre-selected 7952 entries from 11238 ( 70.7599 % ) 2018-05-08 12:06:32 INFO | -> Selected 5737 entries ( 51.05 % ). Overall 326884 ( 18.1602 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:06:32 INFO | Using training file (84/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000035.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:06:33 INFO | -> Pre-selected 7975 entries from 11016 ( 72.3947 % ) 2018-05-08 12:06:40 INFO | -> Selected 5745 entries ( 52.1514 % ). Overall 330885 ( 18.3825 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:06:40 INFO | Using training file (85/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:06:40 INFO | -> Pre-selected 8216 entries from 11519 ( 71.3256 % ) 2018-05-08 12:06:47 INFO | -> Selected 5721 entries ( 49.6658 % ). Overall 334885 ( 18.6047 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:06:47 INFO | Using training file (86/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:06:47 INFO | -> Pre-selected 2045 entries from 2833 ( 72.185 % ) 2018-05-08 12:06:49 INFO | -> Selected 2045 entries ( 72.185 % ). Overall 336310 ( 18.6839 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:06:49 INFO | Using training file (87/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:06:49 INFO | -> Pre-selected 3884 entries from 5430 ( 71.5285 % ) 2018-05-08 12:06:53 INFO | -> Selected 3884 entries ( 71.5285 % ). Overall 339065 ( 18.8369 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:06:53 INFO | Using training file (88/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000078.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:06:54 INFO | -> Pre-selected 8131 entries from 11264 ( 72.1857 % ) 2018-05-08 12:07:00 INFO | -> Selected 5664 entries ( 50.2841 % ). Overall 343065 ( 19.0592 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:07:00 INFO | Using training file (89/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:07:01 INFO | -> Pre-selected 8362 entries from 11612 ( 72.0117 % ) 2018-05-08 12:07:10 INFO | -> Selected 5587 entries ( 48.114 % ). Overall 347066 ( 19.2814 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:07:10 INFO | Using training file (90/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:07:10 INFO | -> Pre-selected 8093 entries from 11239 ( 72.0082 % ) 2018-05-08 12:07:15 INFO | -> Selected 5784 entries ( 51.4637 % ). Overall 351067 ( 19.5037 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:07:15 INFO | Using training file (91/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:07:15 INFO | -> Pre-selected 8282 entries from 11667 ( 70.9865 % ) 2018-05-08 12:07:21 INFO | -> Selected 5700 entries ( 48.8557 % ). Overall 355067 ( 19.7259 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:07:21 INFO | Using training file (92/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:07:21 INFO | -> Pre-selected 4167 entries from 5798 ( 71.8696 % ) 2018-05-08 12:07:24 INFO | -> Selected 4167 entries ( 71.8696 % ). Overall 357970 ( 19.8872 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:07:24 INFO | Using training file (93/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:07:24 INFO | -> Pre-selected 8514 entries from 11841 ( 71.9027 % ) 2018-05-08 12:07:32 INFO | -> Selected 5810 entries ( 49.0668 % ). Overall 361970 ( 20.1094 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:07:32 INFO | Using training file (94/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:07:32 INFO | -> Pre-selected 8145 entries from 11310 ( 72.0159 % ) 2018-05-08 12:07:38 INFO | -> Selected 5688 entries ( 50.2918 % ). Overall 365971 ( 20.3317 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:07:38 INFO | Using training file (95/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:07:38 INFO | -> Pre-selected 7759 entries from 10843 ( 71.5577 % ) 2018-05-08 12:07:44 INFO | -> Selected 5781 entries ( 53.3155 % ). Overall 369972 ( 20.554 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:07:44 INFO | Using training file (96/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:07:44 INFO | -> Pre-selected 8184 entries from 11423 ( 71.6449 % ) 2018-05-08 12:07:50 INFO | -> Selected 5770 entries ( 50.5121 % ). Overall 373972 ( 20.7762 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:07:50 INFO | Using training file (97/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:07:50 INFO | -> Pre-selected 7067 entries from 9628 ( 73.4005 % ) 2018-05-08 12:07:56 INFO | -> Selected 5699 entries ( 59.1919 % ). Overall 377973 ( 20.9985 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:07:56 INFO | Using training file (98/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:07:56 INFO | -> Pre-selected 8123 entries from 11286 ( 71.9741 % ) 2018-05-08 12:08:04 INFO | -> Selected 5777 entries ( 51.1873 % ). Overall 381973 ( 21.2207 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:08:04 INFO | Using training file (99/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000122.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:08:04 INFO | -> Pre-selected 8215 entries from 11391 ( 72.1183 % ) 2018-05-08 12:08:11 INFO | -> Selected 5789 entries ( 50.8208 % ). Overall 385973 ( 21.4429 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:08:11 INFO | Using training file (100/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:08:11 INFO | -> Pre-selected 4001 entries from 5530 ( 72.3508 % ) 2018-05-08 12:08:14 INFO | -> Selected 4001 entries ( 72.3508 % ). Overall 388754 ( 21.5974 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:08:14 INFO | Using training file (101/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000018.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:08:15 INFO | -> Pre-selected 8056 entries from 11113 ( 72.4917 % ) 2018-05-08 12:08:21 INFO | -> Selected 5804 entries ( 52.2271 % ). Overall 392755 ( 21.8197 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:08:21 INFO | Using training file (102/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:08:21 INFO | -> Pre-selected 8694 entries from 12151 ( 71.5497 % ) 2018-05-08 12:08:27 INFO | -> Selected 5738 entries ( 47.2225 % ). Overall 396755 ( 22.0419 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:08:27 INFO | Using training file (103/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:08:27 INFO | -> Pre-selected 8839 entries from 12258 ( 72.108 % ) 2018-05-08 12:08:35 INFO | -> Selected 5727 entries ( 46.7205 % ). Overall 400755 ( 22.2642 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:08:35 INFO | Using training file (104/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:08:35 INFO | -> Pre-selected 8010 entries from 10978 ( 72.9641 % ) 2018-05-08 12:08:41 INFO | -> Selected 5689 entries ( 51.8218 % ). Overall 404756 ( 22.4864 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:08:41 INFO | Using training file (105/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:08:41 INFO | -> Pre-selected 8398 entries from 11629 ( 72.216 % ) 2018-05-08 12:08:47 INFO | -> Selected 5744 entries ( 49.3938 % ). Overall 408756 ( 22.7087 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:08:47 INFO | Using training file (106/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:08:47 INFO | -> Pre-selected 8453 entries from 11608 ( 72.8205 % ) 2018-05-08 12:08:54 INFO | -> Selected 5779 entries ( 49.7846 % ). Overall 412756 ( 22.9309 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:08:54 INFO | Using training file (107/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:08:55 INFO | -> Pre-selected 7703 entries from 10695 ( 72.0243 % ) 2018-05-08 12:09:00 INFO | -> Selected 5691 entries ( 53.2118 % ). Overall 416754 ( 23.153 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:09:00 INFO | Using training file (108/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:09:00 INFO | -> Pre-selected 7873 entries from 10961 ( 71.8274 % ) 2018-05-08 12:09:06 INFO | -> Selected 5614 entries ( 51.218 % ). Overall 420755 ( 23.3753 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:09:06 INFO | Using training file (109/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:09:06 INFO | -> Pre-selected 8281 entries from 11379 ( 72.7744 % ) 2018-05-08 12:09:14 INFO | -> Selected 5791 entries ( 50.892 % ). Overall 424754 ( 23.5974 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:09:14 INFO | Using training file (110/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:09:14 INFO | -> Pre-selected 8309 entries from 11667 ( 71.218 % ) 2018-05-08 12:09:21 INFO | -> Selected 5671 entries ( 48.6072 % ). Overall 428755 ( 23.8197 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:09:21 INFO | Using training file (111/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144103/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:09:21 INFO | -> Pre-selected 8100 entries from 11218 ( 72.2054 % ) 2018-05-08 12:09:28 INFO | -> Selected 5746 entries ( 51.2213 % ). Overall 432755 ( 24.0419 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:09:28 INFO | Using training file (112/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:09:28 INFO | -> Pre-selected 8212 entries from 11246 ( 73.0215 % ) 2018-05-08 12:09:34 INFO | -> Selected 5733 entries ( 50.9781 % ). Overall 436756 ( 24.2642 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:09:34 INFO | Using training file (113/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000042.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:09:34 INFO | -> Pre-selected 7093 entries from 9812 ( 72.289 % ) 2018-05-08 12:09:39 INFO | -> Selected 5707 entries ( 58.1635 % ). Overall 440757 ( 24.4865 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:09:39 INFO | Using training file (114/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:09:39 INFO | -> Pre-selected 8057 entries from 11372 ( 70.8495 % ) 2018-05-08 12:09:46 INFO | -> Selected 5703 entries ( 50.1495 % ). Overall 444758 ( 24.7088 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:09:46 INFO | Using training file (115/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:09:46 INFO | -> Pre-selected 8347 entries from 11547 ( 72.2872 % ) 2018-05-08 12:09:54 INFO | -> Selected 5709 entries ( 49.4414 % ). Overall 448758 ( 24.931 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:09:54 INFO | Using training file (116/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000035.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:09:54 INFO | -> Pre-selected 8232 entries from 11397 ( 72.2295 % ) 2018-05-08 12:10:00 INFO | -> Selected 5718 entries ( 50.1711 % ). Overall 452758 ( 25.1532 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:10:00 INFO | Using training file (117/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:10:00 INFO | -> Pre-selected 8234 entries from 11285 ( 72.9641 % ) 2018-05-08 12:10:08 INFO | -> Selected 5611 entries ( 49.7209 % ). Overall 456758 ( 25.3754 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:10:08 INFO | Using training file (118/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000018.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:10:08 INFO | -> Pre-selected 8024 entries from 11259 ( 71.2674 % ) 2018-05-08 12:10:14 INFO | -> Selected 5708 entries ( 50.6972 % ). Overall 460758 ( 25.5977 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:10:14 INFO | Using training file (119/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:10:14 INFO | -> Pre-selected 8470 entries from 11790 ( 71.8405 % ) 2018-05-08 12:10:19 INFO | -> Selected 5757 entries ( 48.8295 % ). Overall 464758 ( 25.8199 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:10:19 INFO | Using training file (120/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:10:19 INFO | -> Pre-selected 1762 entries from 2536 ( 69.4795 % ) 2018-05-08 12:10:20 INFO | -> Selected 1762 entries ( 69.4795 % ). Overall 465986 ( 25.8881 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:10:20 INFO | Using training file (121/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000059.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:10:20 INFO | -> Pre-selected 8283 entries from 11503 ( 72.0073 % ) 2018-05-08 12:10:27 INFO | -> Selected 5808 entries ( 50.4912 % ). Overall 469987 ( 26.1104 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:10:27 INFO | Using training file (122/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:10:27 INFO | -> Pre-selected 8547 entries from 11737 ( 72.821 % ) 2018-05-08 12:10:35 INFO | -> Selected 5671 entries ( 48.3173 % ). Overall 473988 ( 26.3327 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:10:35 INFO | Using training file (123/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14103034/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:10:35 INFO | -> Pre-selected 2102 entries from 2970 ( 70.7744 % ) 2018-05-08 12:10:36 INFO | -> Selected 2102 entries ( 70.7744 % ). Overall 475464 ( 26.4147 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:10:36 INFO | Using training file (124/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:10:36 INFO | -> Pre-selected 7789 entries from 10751 ( 72.4491 % ) 2018-05-08 12:10:43 INFO | -> Selected 5692 entries ( 52.9439 % ). Overall 479463 ( 26.6368 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:10:43 INFO | Using training file (125/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:10:43 INFO | -> Pre-selected 7990 entries from 11119 ( 71.859 % ) 2018-05-08 12:10:51 INFO | -> Selected 5729 entries ( 51.5244 % ). Overall 483464 ( 26.8591 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:10:51 INFO | Using training file (126/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:10:51 INFO | -> Pre-selected 8220 entries from 11357 ( 72.3783 % ) 2018-05-08 12:10:58 INFO | -> Selected 5662 entries ( 49.8547 % ). Overall 487463 ( 27.0813 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:10:58 INFO | Using training file (127/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:10:58 INFO | -> Pre-selected 8156 entries from 11207 ( 72.7759 % ) 2018-05-08 12:11:04 INFO | -> Selected 5799 entries ( 51.7444 % ). Overall 491464 ( 27.3036 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:11:04 INFO | Using training file (128/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:11:05 INFO | -> Pre-selected 7878 entries from 10979 ( 71.7552 % ) 2018-05-08 12:11:11 INFO | -> Selected 5749 entries ( 52.3636 % ). Overall 495465 ( 27.5258 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:11:11 INFO | Using training file (129/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:11:11 INFO | -> Pre-selected 8141 entries from 10936 ( 74.4422 % ) 2018-05-08 12:11:18 INFO | -> Selected 5777 entries ( 52.8255 % ). Overall 499465 ( 27.7481 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:11:18 INFO | Using training file (130/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:11:18 INFO | -> Pre-selected 8050 entries from 11299 ( 71.2452 % ) 2018-05-08 12:11:23 INFO | -> Selected 5742 entries ( 50.8187 % ). Overall 503465 ( 27.9703 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:11:23 INFO | Using training file (131/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000034.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:11:23 INFO | -> Pre-selected 8256 entries from 11454 ( 72.0796 % ) 2018-05-08 12:11:31 INFO | -> Selected 5732 entries ( 50.0437 % ). Overall 507466 ( 28.1926 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:11:31 INFO | Using training file (132/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:11:32 INFO | -> Pre-selected 8198 entries from 11430 ( 71.7235 % ) 2018-05-08 12:11:39 INFO | -> Selected 5665 entries ( 49.5626 % ). Overall 511467 ( 28.4148 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:11:39 INFO | Using training file (133/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:11:39 INFO | -> Pre-selected 7996 entries from 11119 ( 71.9129 % ) 2018-05-08 12:11:46 INFO | -> Selected 5740 entries ( 51.6233 % ). Overall 515468 ( 28.6371 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:11:46 INFO | Using training file (134/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:11:46 INFO | -> Pre-selected 8300 entries from 11489 ( 72.243 % ) 2018-05-08 12:11:52 INFO | -> Selected 5751 entries ( 50.0566 % ). Overall 519469 ( 28.8594 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:11:52 INFO | Using training file (135/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:11:52 INFO | -> Pre-selected 8380 entries from 11627 ( 72.0736 % ) 2018-05-08 12:11:59 INFO | -> Selected 5688 entries ( 48.9206 % ). Overall 523470 ( 29.0817 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:11:59 INFO | Using training file (136/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:12:00 INFO | -> Pre-selected 8412 entries from 11771 ( 71.4638 % ) 2018-05-08 12:12:06 INFO | -> Selected 5753 entries ( 48.8744 % ). Overall 527470 ( 29.3039 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:12:06 INFO | Using training file (137/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:12:06 INFO | -> Pre-selected 7980 entries from 11050 ( 72.2172 % ) 2018-05-08 12:12:13 INFO | -> Selected 5690 entries ( 51.4932 % ). Overall 531470 ( 29.5261 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:12:13 INFO | Using training file (138/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:12:13 INFO | -> Pre-selected 6486 entries from 8748 ( 74.1427 % ) 2018-05-08 12:12:18 INFO | -> Selected 5690 entries ( 65.0434 % ). Overall 535471 ( 29.7484 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:12:18 INFO | Using training file (139/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:12:18 INFO | -> Pre-selected 6635 entries from 9158 ( 72.4503 % ) 2018-05-08 12:12:25 INFO | -> Selected 5693 entries ( 62.1642 % ). Overall 539472 ( 29.9707 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:12:25 INFO | Using training file (140/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000065.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:12:25 INFO | -> Pre-selected 8196 entries from 11207 ( 73.1329 % ) 2018-05-08 12:12:32 INFO | -> Selected 5689 entries ( 50.7629 % ). Overall 543472 ( 30.1929 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:12:32 INFO | Using training file (141/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:12:32 INFO | -> Pre-selected 8177 entries from 11354 ( 72.0187 % ) 2018-05-08 12:12:39 INFO | -> Selected 5743 entries ( 50.5813 % ). Overall 547472 ( 30.4151 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:12:39 INFO | Using training file (142/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:12:39 INFO | -> Pre-selected 8038 entries from 11026 ( 72.9004 % ) 2018-05-08 12:12:46 INFO | -> Selected 5771 entries ( 52.3399 % ). Overall 551472 ( 30.6373 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:12:46 INFO | Using training file (143/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:12:46 INFO | -> Pre-selected 4495 entries from 6205 ( 72.4416 % ) 2018-05-08 12:12:50 INFO | -> Selected 4495 entries ( 72.4416 % ). Overall 554632 ( 30.8129 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:12:50 INFO | Using training file (144/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:12:50 INFO | -> Pre-selected 8571 entries from 11843 ( 72.3719 % ) 2018-05-08 12:12:59 INFO | -> Selected 5745 entries ( 48.5097 % ). Overall 558632 ( 31.0351 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:12:59 INFO | Using training file (145/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:12:59 INFO | -> Pre-selected 8043 entries from 11312 ( 71.1015 % ) 2018-05-08 12:13:06 INFO | -> Selected 5796 entries ( 51.2376 % ). Overall 562633 ( 31.2574 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:13:06 INFO | Using training file (146/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:13:06 INFO | -> Pre-selected 8043 entries from 11192 ( 71.8638 % ) 2018-05-08 12:13:15 INFO | -> Selected 5747 entries ( 51.3492 % ). Overall 566634 ( 31.4797 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:13:15 INFO | Using training file (147/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000027.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:13:15 INFO | -> Pre-selected 6183 entries from 8484 ( 72.8784 % ) 2018-05-08 12:13:21 INFO | -> Selected 5725 entries ( 67.48 % ). Overall 570634 ( 31.7019 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:13:21 INFO | Using training file (148/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:13:21 INFO | -> Pre-selected 8433 entries from 11709 ( 72.0215 % ) 2018-05-08 12:13:28 INFO | -> Selected 5732 entries ( 48.9538 % ). Overall 574635 ( 31.9242 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:13:28 INFO | Using training file (149/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:13:28 INFO | -> Pre-selected 8046 entries from 11190 ( 71.9035 % ) 2018-05-08 12:13:37 INFO | -> Selected 5738 entries ( 51.2779 % ). Overall 578636 ( 32.1464 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:13:37 INFO | Using training file (150/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:13:37 INFO | -> Pre-selected 7452 entries from 10475 ( 71.1408 % ) 2018-05-08 12:13:44 INFO | -> Selected 5724 entries ( 54.6444 % ). Overall 582636 ( 32.3687 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:13:44 INFO | Using training file (151/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:13:44 INFO | -> Pre-selected 8185 entries from 11492 ( 71.2235 % ) 2018-05-08 12:13:51 INFO | -> Selected 5767 entries ( 50.1827 % ). Overall 586637 ( 32.5909 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:13:51 INFO | Using training file (152/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:13:51 INFO | -> Pre-selected 8049 entries from 11091 ( 72.5724 % ) 2018-05-08 12:13:58 INFO | -> Selected 5739 entries ( 51.7447 % ). Overall 590637 ( 32.8132 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:13:58 INFO | Using training file (153/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:13:58 INFO | -> Pre-selected 8472 entries from 11638 ( 72.796 % ) 2018-05-08 12:14:05 INFO | -> Selected 5700 entries ( 48.9775 % ). Overall 594638 ( 33.0354 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:14:05 INFO | Using training file (154/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000025.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:14:05 INFO | -> Pre-selected 8364 entries from 11538 ( 72.4909 % ) 2018-05-08 12:14:11 INFO | -> Selected 5763 entries ( 49.948 % ). Overall 598639 ( 33.2577 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:14:11 INFO | Using training file (155/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000034.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:14:11 INFO | -> Pre-selected 7918 entries from 10779 ( 73.4576 % ) 2018-05-08 12:14:18 INFO | -> Selected 5741 entries ( 53.261 % ). Overall 602640 ( 33.48 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:14:18 INFO | Using training file (156/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:14:18 INFO | -> Pre-selected 8025 entries from 11135 ( 72.07 % ) 2018-05-08 12:14:25 INFO | -> Selected 5692 entries ( 51.1181 % ). Overall 606641 ( 33.7023 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:14:25 INFO | Using training file (157/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000034.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:14:25 INFO | -> Pre-selected 8087 entries from 11289 ( 71.6361 % ) 2018-05-08 12:14:31 INFO | -> Selected 5681 entries ( 50.3233 % ). Overall 610642 ( 33.9246 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:14:31 INFO | Using training file (158/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:14:31 INFO | -> Pre-selected 8319 entries from 11465 ( 72.56 % ) 2018-05-08 12:14:38 INFO | -> Selected 5756 entries ( 50.205 % ). Overall 614642 ( 34.1468 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:14:38 INFO | Using training file (159/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:14:38 INFO | -> Pre-selected 8067 entries from 11192 ( 72.0783 % ) 2018-05-08 12:14:43 INFO | -> Selected 5692 entries ( 50.8578 % ). Overall 618643 ( 34.3691 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:14:43 INFO | Using training file (160/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:14:43 INFO | -> Pre-selected 7493 entries from 10293 ( 72.797 % ) 2018-05-08 12:14:48 INFO | -> Selected 5725 entries ( 55.6203 % ). Overall 622643 ( 34.5913 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:14:48 INFO | Using training file (161/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:14:48 INFO | -> Pre-selected 6168 entries from 8550 ( 72.1404 % ) 2018-05-08 12:14:52 INFO | -> Selected 5748 entries ( 67.2281 % ). Overall 626641 ( 34.8134 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:14:52 INFO | Using training file (162/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:14:52 INFO | -> Pre-selected 7287 entries from 10129 ( 71.9419 % ) 2018-05-08 12:14:59 INFO | -> Selected 5726 entries ( 56.5308 % ). Overall 630641 ( 35.0356 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:14:59 INFO | Using training file (163/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:14:59 INFO | -> Pre-selected 6499 entries from 8895 ( 73.0635 % ) 2018-05-08 12:15:03 INFO | -> Selected 5662 entries ( 63.6537 % ). Overall 634640 ( 35.2578 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:15:03 INFO | Using training file (164/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:15:03 INFO | -> Pre-selected 8084 entries from 11210 ( 72.1142 % ) 2018-05-08 12:15:11 INFO | -> Selected 5708 entries ( 50.9188 % ). Overall 638640 ( 35.48 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:15:11 INFO | Using training file (165/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:15:11 INFO | -> Pre-selected 7923 entries from 10977 ( 72.1782 % ) 2018-05-08 12:15:18 INFO | -> Selected 5806 entries ( 52.8924 % ). Overall 642640 ( 35.7022 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:15:18 INFO | Using training file (166/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14103034/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:15:18 INFO | -> Pre-selected 1864 entries from 2601 ( 71.6647 % ) 2018-05-08 12:15:21 INFO | -> Selected 1864 entries ( 71.6647 % ). Overall 643941 ( 35.7745 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:15:21 INFO | Using training file (167/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:15:21 INFO | -> Pre-selected 7986 entries from 11002 ( 72.5868 % ) 2018-05-08 12:15:27 INFO | -> Selected 5743 entries ( 52.1996 % ). Overall 647942 ( 35.9968 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:15:27 INFO | Using training file (168/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:15:27 INFO | -> Pre-selected 6205 entries from 8654 ( 71.7009 % ) 2018-05-08 12:15:32 INFO | -> Selected 5681 entries ( 65.6459 % ). Overall 651943 ( 36.2191 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:15:32 INFO | Using training file (169/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:15:32 INFO | -> Pre-selected 8413 entries from 11595 ( 72.5571 % ) 2018-05-08 12:15:39 INFO | -> Selected 5809 entries ( 50.0992 % ). Overall 655944 ( 36.4413 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:15:39 INFO | Using training file (170/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:15:39 INFO | -> Pre-selected 4121 entries from 5701 ( 72.2856 % ) 2018-05-08 12:15:43 INFO | -> Selected 4121 entries ( 72.2856 % ). Overall 658806 ( 36.6003 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:15:43 INFO | Using training file (171/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:15:43 INFO | -> Pre-selected 8501 entries from 11715 ( 72.5651 % ) 2018-05-08 12:15:52 INFO | -> Selected 5700 entries ( 48.6556 % ). Overall 662806 ( 36.8226 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:15:52 INFO | Using training file (172/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:15:52 INFO | -> Pre-selected 8607 entries from 11893 ( 72.3703 % ) 2018-05-08 12:15:59 INFO | -> Selected 5749 entries ( 48.3394 % ). Overall 666807 ( 37.0448 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:15:59 INFO | Using training file (173/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:15:59 INFO | -> Pre-selected 6539 entries from 9118 ( 71.7153 % ) 2018-05-08 12:16:04 INFO | -> Selected 5713 entries ( 62.6563 % ). Overall 670807 ( 37.2671 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:16:04 INFO | Using training file (174/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000034.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:16:04 INFO | -> Pre-selected 7673 entries from 10580 ( 72.5236 % ) 2018-05-08 12:16:10 INFO | -> Selected 5699 entries ( 53.8658 % ). Overall 674806 ( 37.4892 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:16:10 INFO | Using training file (175/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:16:10 INFO | -> Pre-selected 8563 entries from 11850 ( 72.2616 % ) 2018-05-08 12:16:18 INFO | -> Selected 5799 entries ( 48.9367 % ). Overall 678806 ( 37.7114 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:16:18 INFO | Using training file (176/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:16:18 INFO | -> Pre-selected 3696 entries from 5048 ( 73.2171 % ) 2018-05-08 12:16:20 INFO | -> Selected 3696 entries ( 73.2171 % ). Overall 681358 ( 37.8532 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:16:20 INFO | Using training file (177/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:16:20 INFO | -> Pre-selected 7708 entries from 10627 ( 72.5322 % ) 2018-05-08 12:16:25 INFO | -> Selected 5726 entries ( 53.8816 % ). Overall 685358 ( 38.0754 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:16:25 INFO | Using training file (178/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:16:25 INFO | -> Pre-selected 7978 entries from 10863 ( 73.442 % ) 2018-05-08 12:16:32 INFO | -> Selected 5742 entries ( 52.8583 % ). Overall 689359 ( 38.2977 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:16:32 INFO | Using training file (179/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:16:32 INFO | -> Pre-selected 8259 entries from 11475 ( 71.9739 % ) 2018-05-08 12:16:38 INFO | -> Selected 5757 entries ( 50.1699 % ). Overall 693359 ( 38.5199 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:16:38 INFO | Using training file (180/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:16:38 INFO | -> Pre-selected 8158 entries from 11299 ( 72.2011 % ) 2018-05-08 12:16:45 INFO | -> Selected 5709 entries ( 50.5266 % ). Overall 697359 ( 38.7422 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:16:45 INFO | Using training file (181/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000023.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:16:45 INFO | -> Pre-selected 8320 entries from 11439 ( 72.7336 % ) 2018-05-08 12:16:53 INFO | -> Selected 5751 entries ( 50.2754 % ). Overall 701360 ( 38.9644 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:16:53 INFO | Using training file (182/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:16:53 INFO | -> Pre-selected 7521 entries from 10476 ( 71.7927 % ) 2018-05-08 12:16:59 INFO | -> Selected 5714 entries ( 54.5437 % ). Overall 705360 ( 39.1867 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:16:59 INFO | Using training file (183/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:16:59 INFO | -> Pre-selected 1997 entries from 2803 ( 71.2451 % ) 2018-05-08 12:17:01 INFO | -> Selected 1997 entries ( 71.2451 % ). Overall 706752 ( 39.264 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:17:01 INFO | Using training file (184/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:17:01 INFO | -> Pre-selected 8304 entries from 11444 ( 72.562 % ) 2018-05-08 12:17:07 INFO | -> Selected 5752 entries ( 50.2621 % ). Overall 710752 ( 39.4862 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:17:07 INFO | Using training file (185/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000034.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:17:07 INFO | -> Pre-selected 8099 entries from 11080 ( 73.0957 % ) 2018-05-08 12:17:14 INFO | -> Selected 5725 entries ( 51.6697 % ). Overall 714752 ( 39.7084 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:17:14 INFO | Using training file (186/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:17:14 INFO | -> Pre-selected 5483 entries from 7391 ( 74.1848 % ) 2018-05-08 12:17:18 INFO | -> Selected 5481 entries ( 74.1578 % ). Overall 718626 ( 39.9237 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:17:18 INFO | Using training file (187/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:17:18 INFO | -> Pre-selected 8098 entries from 11379 ( 71.1662 % ) 2018-05-08 12:17:23 INFO | -> Selected 5717 entries ( 50.2417 % ). Overall 722626 ( 40.1459 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:17:23 INFO | Using training file (188/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:17:23 INFO | -> Pre-selected 8225 entries from 11480 ( 71.6463 % ) 2018-05-08 12:17:29 INFO | -> Selected 5713 entries ( 49.7648 % ). Overall 726627 ( 40.3682 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:17:29 INFO | Using training file (189/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:17:29 INFO | -> Pre-selected 7596 entries from 10520 ( 72.2053 % ) 2018-05-08 12:17:36 INFO | -> Selected 5761 entries ( 54.7624 % ). Overall 730628 ( 40.5904 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:17:36 INFO | Using training file (190/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000084.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:17:36 INFO | -> Pre-selected 8386 entries from 11644 ( 72.0199 % ) 2018-05-08 12:17:43 INFO | -> Selected 5750 entries ( 49.3817 % ). Overall 734628 ( 40.8127 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:17:43 INFO | Using training file (191/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:17:43 INFO | -> Pre-selected 7514 entries from 10412 ( 72.1667 % ) 2018-05-08 12:17:48 INFO | -> Selected 5702 entries ( 54.7637 % ). Overall 738628 ( 41.0349 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:17:48 INFO | Using training file (192/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:17:48 INFO | -> Pre-selected 8105 entries from 11296 ( 71.7511 % ) 2018-05-08 12:17:56 INFO | -> Selected 5807 entries ( 51.4076 % ). Overall 742628 ( 41.2571 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:17:56 INFO | Using training file (193/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:17:56 INFO | -> Pre-selected 8136 entries from 11290 ( 72.0638 % ) 2018-05-08 12:18:03 INFO | -> Selected 5670 entries ( 50.2214 % ). Overall 746628 ( 41.4793 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:18:03 INFO | Using training file (194/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:18:03 INFO | -> Pre-selected 8463 entries from 11646 ( 72.6687 % ) 2018-05-08 12:18:10 INFO | -> Selected 5697 entries ( 48.9181 % ). Overall 750628 ( 41.7016 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:18:10 INFO | Using training file (195/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:18:10 INFO | -> Pre-selected 8218 entries from 11341 ( 72.4627 % ) 2018-05-08 12:18:15 INFO | -> Selected 5735 entries ( 50.5687 % ). Overall 754629 ( 41.9238 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:18:15 INFO | Using training file (196/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:18:15 INFO | -> Pre-selected 7845 entries from 11017 ( 71.2081 % ) 2018-05-08 12:18:21 INFO | -> Selected 5803 entries ( 52.6731 % ). Overall 758630 ( 42.1461 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:18:21 INFO | Using training file (197/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:18:21 INFO | -> Pre-selected 8285 entries from 11421 ( 72.5418 % ) 2018-05-08 12:18:29 INFO | -> Selected 5717 entries ( 50.0569 % ). Overall 762631 ( 42.3684 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:18:29 INFO | Using training file (198/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:18:29 INFO | -> Pre-selected 8229 entries from 11306 ( 72.7844 % ) 2018-05-08 12:18:34 INFO | -> Selected 5726 entries ( 50.6457 % ). Overall 766632 ( 42.5907 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:18:34 INFO | Using training file (199/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:18:34 INFO | -> Pre-selected 8241 entries from 11386 ( 72.3784 % ) 2018-05-08 12:18:41 INFO | -> Selected 5725 entries ( 50.281 % ). Overall 770633 ( 42.8129 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:18:41 INFO | Using training file (200/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:18:41 INFO | -> Pre-selected 2111 entries from 2932 ( 71.9986 % ) 2018-05-08 12:18:43 INFO | -> Selected 2111 entries ( 71.9986 % ). Overall 772126 ( 42.8959 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:18:43 INFO | Using training file (201/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:18:43 INFO | -> Pre-selected 6891 entries from 9743 ( 70.7277 % ) 2018-05-08 12:18:49 INFO | -> Selected 5705 entries ( 58.5549 % ). Overall 776126 ( 43.1181 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:18:49 INFO | Using training file (202/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:18:49 INFO | -> Pre-selected 7734 entries from 10626 ( 72.7837 % ) 2018-05-08 12:18:55 INFO | -> Selected 5671 entries ( 53.3691 % ). Overall 780126 ( 43.3403 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:18:55 INFO | Using training file (203/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:18:55 INFO | -> Pre-selected 8174 entries from 11241 ( 72.716 % ) 2018-05-08 12:19:03 INFO | -> Selected 5717 entries ( 50.8585 % ). Overall 784126 ( 43.5626 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:19:03 INFO | Using training file (204/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:19:03 INFO | -> Pre-selected 8135 entries from 11167 ( 72.8486 % ) 2018-05-08 12:19:10 INFO | -> Selected 5809 entries ( 52.0193 % ). Overall 788126 ( 43.7848 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:19:10 INFO | Using training file (205/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:19:10 INFO | -> Pre-selected 8339 entries from 11471 ( 72.6964 % ) 2018-05-08 12:19:18 INFO | -> Selected 5735 entries ( 49.9956 % ). Overall 792126 ( 44.007 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:19:18 INFO | Using training file (206/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:19:18 INFO | -> Pre-selected 8028 entries from 11143 ( 72.0452 % ) 2018-05-08 12:19:25 INFO | -> Selected 5737 entries ( 51.4852 % ). Overall 796127 ( 44.2293 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:19:25 INFO | Using training file (207/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:19:25 INFO | -> Pre-selected 8058 entries from 11183 ( 72.0558 % ) 2018-05-08 12:19:32 INFO | -> Selected 5795 entries ( 51.8197 % ). Overall 800127 ( 44.4515 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:19:32 INFO | Using training file (208/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:19:32 INFO | -> Pre-selected 7821 entries from 10759 ( 72.6926 % ) 2018-05-08 12:19:39 INFO | -> Selected 5638 entries ( 52.4026 % ). Overall 804127 ( 44.6737 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:19:39 INFO | Using training file (209/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:19:39 INFO | -> Pre-selected 7883 entries from 10900 ( 72.3211 % ) 2018-05-08 12:19:46 INFO | -> Selected 5766 entries ( 52.8991 % ). Overall 808127 ( 44.8959 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:19:46 INFO | Using training file (210/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:19:46 INFO | -> Pre-selected 6847 entries from 9223 ( 74.2383 % ) 2018-05-08 12:19:53 INFO | -> Selected 5619 entries ( 60.9238 % ). Overall 812127 ( 45.1182 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:19:53 INFO | Using training file (211/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:19:53 INFO | -> Pre-selected 2004 entries from 2748 ( 72.9258 % ) 2018-05-08 12:19:55 INFO | -> Selected 2004 entries ( 72.9258 % ). Overall 813528 ( 45.196 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:19:55 INFO | Using training file (212/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:19:55 INFO | -> Pre-selected 7849 entries from 10873 ( 72.188 % ) 2018-05-08 12:20:04 INFO | -> Selected 5666 entries ( 52.1107 % ). Overall 817529 ( 45.4183 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:20:04 INFO | Using training file (213/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:20:04 INFO | -> Pre-selected 7680 entries from 10880 ( 70.5882 % ) 2018-05-08 12:20:10 INFO | -> Selected 5770 entries ( 53.0331 % ). Overall 821529 ( 45.6405 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:20:10 INFO | Using training file (214/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:20:10 INFO | -> Pre-selected 6210 entries from 8517 ( 72.913 % ) 2018-05-08 12:20:15 INFO | -> Selected 5751 entries ( 67.5238 % ). Overall 825529 ( 45.8627 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:20:15 INFO | Using training file (215/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:20:15 INFO | -> Pre-selected 8236 entries from 11435 ( 72.0245 % ) 2018-05-08 12:20:21 INFO | -> Selected 5724 entries ( 50.0568 % ). Overall 829530 ( 46.085 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:20:21 INFO | Using training file (216/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:20:22 INFO | -> Pre-selected 8465 entries from 11740 ( 72.1039 % ) 2018-05-08 12:20:29 INFO | -> Selected 5692 entries ( 48.4838 % ). Overall 833530 ( 46.3072 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:20:29 INFO | Using training file (217/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:20:29 INFO | -> Pre-selected 8323 entries from 11647 ( 71.4605 % ) 2018-05-08 12:20:36 INFO | -> Selected 5724 entries ( 49.1457 % ). Overall 837531 ( 46.5295 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:20:36 INFO | Using training file (218/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:20:36 INFO | -> Pre-selected 8091 entries from 11169 ( 72.4416 % ) 2018-05-08 12:20:44 INFO | -> Selected 5725 entries ( 51.2579 % ). Overall 841531 ( 46.7517 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:20:44 INFO | Using training file (219/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:20:44 INFO | -> Pre-selected 8509 entries from 11710 ( 72.6644 % ) 2018-05-08 12:20:51 INFO | -> Selected 5726 entries ( 48.8984 % ). Overall 845531 ( 46.9739 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:20:51 INFO | Using training file (220/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:20:51 INFO | -> Pre-selected 3868 entries from 5309 ( 72.8574 % ) 2018-05-08 12:20:55 INFO | -> Selected 3868 entries ( 72.8574 % ). Overall 848219 ( 47.1233 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:20:55 INFO | Using training file (221/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:20:55 INFO | -> Pre-selected 7922 entries from 10964 ( 72.2547 % ) 2018-05-08 12:21:02 INFO | -> Selected 5734 entries ( 52.2984 % ). Overall 852220 ( 47.3456 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:21:02 INFO | Using training file (222/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:21:02 INFO | -> Pre-selected 8057 entries from 11210 ( 71.8733 % ) 2018-05-08 12:21:08 INFO | -> Selected 5691 entries ( 50.7672 % ). Overall 856221 ( 47.5678 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:21:08 INFO | Using training file (223/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:21:08 INFO | -> Pre-selected 8273 entries from 11514 ( 71.8517 % ) 2018-05-08 12:21:16 INFO | -> Selected 5739 entries ( 49.8437 % ). Overall 860221 ( 47.7901 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:21:16 INFO | Using training file (224/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:21:16 INFO | -> Pre-selected 8160 entries from 11322 ( 72.0721 % ) 2018-05-08 12:21:22 INFO | -> Selected 5704 entries ( 50.3798 % ). Overall 864221 ( 48.0123 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:21:22 INFO | Using training file (225/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:21:22 INFO | -> Pre-selected 8039 entries from 11120 ( 72.2932 % ) 2018-05-08 12:21:31 INFO | -> Selected 5690 entries ( 51.1691 % ). Overall 868222 ( 48.2346 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:21:31 INFO | Using training file (226/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:21:31 INFO | -> Pre-selected 8115 entries from 11211 ( 72.3843 % ) 2018-05-08 12:21:39 INFO | -> Selected 5840 entries ( 52.0917 % ). Overall 872223 ( 48.4568 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:21:39 INFO | Using training file (227/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:21:39 INFO | -> Pre-selected 7917 entries from 10977 ( 72.1235 % ) 2018-05-08 12:21:46 INFO | -> Selected 5691 entries ( 51.8448 % ). Overall 876223 ( 48.6791 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:21:46 INFO | Using training file (228/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:21:46 INFO | -> Pre-selected 8334 entries from 11716 ( 71.1335 % ) 2018-05-08 12:21:52 INFO | -> Selected 5778 entries ( 49.3172 % ). Overall 880223 ( 48.9013 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:21:52 INFO | Using training file (229/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:21:52 INFO | -> Pre-selected 8134 entries from 11181 ( 72.7484 % ) 2018-05-08 12:21:58 INFO | -> Selected 5748 entries ( 51.4086 % ). Overall 884224 ( 49.1236 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:21:58 INFO | Using training file (230/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:21:58 INFO | -> Pre-selected 8020 entries from 11172 ( 71.7866 % ) 2018-05-08 12:22:04 INFO | -> Selected 5708 entries ( 51.092 % ). Overall 888223 ( 49.3457 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:22:04 INFO | Using training file (231/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:22:04 INFO | -> Pre-selected 4154 entries from 5775 ( 71.9307 % ) 2018-05-08 12:22:08 INFO | -> Selected 4154 entries ( 71.9307 % ). Overall 891071 ( 49.5039 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:22:08 INFO | Using training file (232/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:22:08 INFO | -> Pre-selected 7954 entries from 10951 ( 72.6326 % ) 2018-05-08 12:22:14 INFO | -> Selected 5757 entries ( 52.5705 % ). Overall 895072 ( 49.7262 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:22:14 INFO | Using training file (233/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:22:14 INFO | -> Pre-selected 6676 entries from 9232 ( 72.3137 % ) 2018-05-08 12:22:19 INFO | -> Selected 5752 entries ( 62.305 % ). Overall 899072 ( 49.9484 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:22:19 INFO | Using training file (234/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:22:19 INFO | -> Pre-selected 8264 entries from 11510 ( 71.7984 % ) 2018-05-08 12:22:28 INFO | -> Selected 5771 entries ( 50.139 % ). Overall 903073 ( 50.1707 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:22:28 INFO | Using training file (235/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:22:28 INFO | -> Pre-selected 7931 entries from 11014 ( 72.0084 % ) 2018-05-08 12:22:33 INFO | -> Selected 5723 entries ( 51.9611 % ). Overall 907073 ( 50.3929 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:22:33 INFO | Using training file (236/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:22:33 INFO | -> Pre-selected 7460 entries from 10272 ( 72.6246 % ) 2018-05-08 12:22:40 INFO | -> Selected 5728 entries ( 55.7632 % ). Overall 911072 ( 50.6151 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:22:40 INFO | Using training file (237/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:22:40 INFO | -> Pre-selected 8067 entries from 11177 ( 72.175 % ) 2018-05-08 12:22:46 INFO | -> Selected 5863 entries ( 52.4559 % ). Overall 915072 ( 50.8373 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:22:46 INFO | Using training file (238/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000058.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:22:46 INFO | -> Pre-selected 8216 entries from 11381 ( 72.1905 % ) 2018-05-08 12:22:53 INFO | -> Selected 5724 entries ( 50.2944 % ). Overall 919072 ( 51.0596 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:22:53 INFO | Using training file (239/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:22:53 INFO | -> Pre-selected 7865 entries from 10837 ( 72.5754 % ) 2018-05-08 12:23:01 INFO | -> Selected 5718 entries ( 52.7637 % ). Overall 923073 ( 51.2818 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:23:01 INFO | Using training file (240/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:23:01 INFO | -> Pre-selected 8383 entries from 11716 ( 71.5517 % ) 2018-05-08 12:23:07 INFO | -> Selected 5729 entries ( 48.8989 % ). Overall 927074 ( 51.5041 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:23:07 INFO | Using training file (241/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:23:07 INFO | -> Pre-selected 8224 entries from 11410 ( 72.0771 % ) 2018-05-08 12:23:14 INFO | -> Selected 5763 entries ( 50.5083 % ). Overall 931075 ( 51.7264 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:23:14 INFO | Using training file (242/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:23:14 INFO | -> Pre-selected 8109 entries from 11165 ( 72.6288 % ) 2018-05-08 12:23:22 INFO | -> Selected 5749 entries ( 51.4913 % ). Overall 935074 ( 51.9486 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:23:22 INFO | Using training file (243/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:23:22 INFO | -> Pre-selected 1616 entries from 2160 ( 74.8148 % ) 2018-05-08 12:23:23 INFO | -> Selected 1616 entries ( 74.8148 % ). Overall 936169 ( 52.0094 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:23:23 INFO | Using training file (244/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:23:23 INFO | -> Pre-selected 7838 entries from 10925 ( 71.7437 % ) 2018-05-08 12:23:29 INFO | -> Selected 5827 entries ( 53.3364 % ). Overall 940169 ( 52.2316 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:23:29 INFO | Using training file (245/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:23:29 INFO | -> Pre-selected 7761 entries from 10796 ( 71.8877 % ) 2018-05-08 12:23:33 INFO | -> Selected 5700 entries ( 52.7973 % ). Overall 944169 ( 52.4538 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:23:33 INFO | Using training file (246/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:23:33 INFO | -> Pre-selected 8102 entries from 11228 ( 72.1589 % ) 2018-05-08 12:23:39 INFO | -> Selected 5722 entries ( 50.9619 % ). Overall 948169 ( 52.6761 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:23:39 INFO | Using training file (247/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:23:39 INFO | -> Pre-selected 8005 entries from 11056 ( 72.4041 % ) 2018-05-08 12:23:46 INFO | -> Selected 5767 entries ( 52.1617 % ). Overall 952170 ( 52.8983 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:23:46 INFO | Using training file (248/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:23:47 INFO | -> Pre-selected 6902 entries from 9412 ( 73.3319 % ) 2018-05-08 12:23:53 INFO | -> Selected 5782 entries ( 61.4322 % ). Overall 956171 ( 53.1206 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:23:53 INFO | Using training file (249/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:23:53 INFO | -> Pre-selected 8155 entries from 11348 ( 71.8629 % ) 2018-05-08 12:23:59 INFO | -> Selected 5695 entries ( 50.1851 % ). Overall 960172 ( 53.3429 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:23:59 INFO | Using training file (250/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:23:59 INFO | -> Pre-selected 8365 entries from 11591 ( 72.1681 % ) 2018-05-08 12:24:05 INFO | -> Selected 5732 entries ( 49.4522 % ). Overall 964173 ( 53.5652 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:24:05 INFO | Using training file (251/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:24:05 INFO | -> Pre-selected 7682 entries from 10651 ( 72.1247 % ) 2018-05-08 12:24:13 INFO | -> Selected 5712 entries ( 53.6288 % ). Overall 968173 ( 53.7874 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:24:13 INFO | Using training file (252/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000057.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:24:13 INFO | -> Pre-selected 8232 entries from 11326 ( 72.6823 % ) 2018-05-08 12:24:18 INFO | -> Selected 5694 entries ( 50.2737 % ). Overall 972174 ( 54.0097 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:24:18 INFO | Using training file (253/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:24:18 INFO | -> Pre-selected 8064 entries from 11306 ( 71.325 % ) 2018-05-08 12:24:24 INFO | -> Selected 5802 entries ( 51.3179 % ). Overall 976175 ( 54.2319 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:24:24 INFO | Using training file (254/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:24:24 INFO | -> Pre-selected 8122 entries from 11286 ( 71.9653 % ) 2018-05-08 12:24:29 INFO | -> Selected 5718 entries ( 50.6645 % ). Overall 980175 ( 54.4542 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:24:29 INFO | Using training file (255/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:24:30 INFO | -> Pre-selected 8340 entries from 11573 ( 72.0643 % ) 2018-05-08 12:24:37 INFO | -> Selected 5662 entries ( 48.9242 % ). Overall 984175 ( 54.6764 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:24:37 INFO | Using training file (256/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:24:37 INFO | -> Pre-selected 7977 entries from 11126 ( 71.6969 % ) 2018-05-08 12:24:44 INFO | -> Selected 5779 entries ( 51.9414 % ). Overall 988176 ( 54.8987 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:24:44 INFO | Using training file (257/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:24:44 INFO | -> Pre-selected 7879 entries from 10908 ( 72.2314 % ) 2018-05-08 12:24:51 INFO | -> Selected 5711 entries ( 52.3561 % ). Overall 992177 ( 55.1209 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:24:51 INFO | Using training file (258/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:24:51 INFO | -> Pre-selected 8219 entries from 11555 ( 71.1294 % ) 2018-05-08 12:24:59 INFO | -> Selected 5786 entries ( 50.0736 % ). Overall 996177 ( 55.3432 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:24:59 INFO | Using training file (259/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000060.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:24:59 INFO | -> Pre-selected 8705 entries from 11947 ( 72.8635 % ) 2018-05-08 12:25:07 INFO | -> Selected 5755 entries ( 48.1711 % ). Overall 1000178 ( 55.5654 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:25:07 INFO | Using training file (260/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000082.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:25:07 INFO | -> Pre-selected 8558 entries from 11664 ( 73.3711 % ) 2018-05-08 12:25:14 INFO | -> Selected 5792 entries ( 49.6571 % ). Overall 1004179 ( 55.7877 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:25:14 INFO | Using training file (261/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:25:14 INFO | -> Pre-selected 7815 entries from 10936 ( 71.4612 % ) 2018-05-08 12:25:20 INFO | -> Selected 5690 entries ( 52.03 % ). Overall 1008179 ( 56.0099 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:25:20 INFO | Using training file (262/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:25:20 INFO | -> Pre-selected 8378 entries from 11546 ( 72.5619 % ) 2018-05-08 12:25:27 INFO | -> Selected 5776 entries ( 50.026 % ). Overall 1012180 ( 56.2322 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:25:27 INFO | Using training file (263/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:25:27 INFO | -> Pre-selected 8400 entries from 11689 ( 71.8624 % ) 2018-05-08 12:25:33 INFO | -> Selected 5724 entries ( 48.9691 % ). Overall 1016180 ( 56.4544 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:25:33 INFO | Using training file (264/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:25:33 INFO | -> Pre-selected 8186 entries from 11361 ( 72.0535 % ) 2018-05-08 12:25:40 INFO | -> Selected 5708 entries ( 50.2421 % ). Overall 1020181 ( 56.6767 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:25:40 INFO | Using training file (265/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:25:40 INFO | -> Pre-selected 8286 entries from 11411 ( 72.6141 % ) 2018-05-08 12:25:47 INFO | -> Selected 5744 entries ( 50.3374 % ). Overall 1024182 ( 56.899 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:25:47 INFO | Using training file (266/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:25:47 INFO | -> Pre-selected 8011 entries from 10916 ( 73.3877 % ) 2018-05-08 12:25:54 INFO | -> Selected 5763 entries ( 52.7941 % ). Overall 1028183 ( 57.1213 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:25:54 INFO | Using training file (267/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:25:54 INFO | -> Pre-selected 8196 entries from 11394 ( 71.9326 % ) 2018-05-08 12:26:01 INFO | -> Selected 5755 entries ( 50.509 % ). Overall 1032184 ( 57.3436 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:26:01 INFO | Using training file (268/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:26:01 INFO | -> Pre-selected 8202 entries from 11390 ( 72.0105 % ) 2018-05-08 12:26:07 INFO | -> Selected 5765 entries ( 50.6146 % ). Overall 1036184 ( 57.5658 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:26:07 INFO | Using training file (269/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:26:07 INFO | -> Pre-selected 8007 entries from 11313 ( 70.777 % ) 2018-05-08 12:26:11 INFO | -> Selected 5596 entries ( 49.4652 % ). Overall 1040185 ( 57.7881 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:26:11 INFO | Using training file (270/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:26:12 INFO | -> Pre-selected 7608 entries from 10651 ( 71.4299 % ) 2018-05-08 12:26:17 INFO | -> Selected 5738 entries ( 53.8729 % ). Overall 1044186 ( 58.0103 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:26:17 INFO | Using training file (271/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:26:17 INFO | -> Pre-selected 7632 entries from 10586 ( 72.0952 % ) 2018-05-08 12:26:23 INFO | -> Selected 5794 entries ( 54.7327 % ). Overall 1048186 ( 58.2326 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:26:23 INFO | Using training file (272/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:26:23 INFO | -> Pre-selected 8398 entries from 11296 ( 74.3449 % ) 2018-05-08 12:26:30 INFO | -> Selected 5737 entries ( 50.7879 % ). Overall 1052187 ( 58.4548 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:26:30 INFO | Using training file (273/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:26:30 INFO | -> Pre-selected 8340 entries from 11489 ( 72.5912 % ) 2018-05-08 12:26:37 INFO | -> Selected 5709 entries ( 49.691 % ). Overall 1056188 ( 58.6771 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:26:37 INFO | Using training file (274/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:26:37 INFO | -> Pre-selected 8033 entries from 11161 ( 71.9738 % ) 2018-05-08 12:26:42 INFO | -> Selected 5709 entries ( 51.1513 % ). Overall 1060189 ( 58.8994 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:26:42 INFO | Using training file (275/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:26:42 INFO | -> Pre-selected 6031 entries from 8122 ( 74.2551 % ) 2018-05-08 12:26:48 INFO | -> Selected 5674 entries ( 69.8596 % ). Overall 1064186 ( 59.1214 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:26:48 INFO | Using training file (276/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:26:48 INFO | -> Pre-selected 7784 entries from 10797 ( 72.0941 % ) 2018-05-08 12:26:52 INFO | -> Selected 5766 entries ( 53.4037 % ). Overall 1068186 ( 59.3437 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:26:52 INFO | Using training file (277/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144103/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:26:53 INFO | -> Pre-selected 8042 entries from 11136 ( 72.2162 % ) 2018-05-08 12:26:59 INFO | -> Selected 5820 entries ( 52.2629 % ). Overall 1072187 ( 59.5659 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:26:59 INFO | Using training file (278/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000059.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:26:59 INFO | -> Pre-selected 7761 entries from 10617 ( 73.0997 % ) 2018-05-08 12:27:06 INFO | -> Selected 5770 entries ( 54.3468 % ). Overall 1076187 ( 59.7882 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:27:06 INFO | Using training file (279/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000075.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:27:06 INFO | -> Pre-selected 7969 entries from 10940 ( 72.8428 % ) 2018-05-08 12:27:10 INFO | -> Selected 5737 entries ( 52.4406 % ). Overall 1080186 ( 60.0103 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:27:10 INFO | Using training file (280/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:27:10 INFO | -> Pre-selected 8407 entries from 11535 ( 72.8825 % ) 2018-05-08 12:27:18 INFO | -> Selected 5691 entries ( 49.3368 % ). Overall 1084187 ( 60.2326 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:27:18 INFO | Using training file (281/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:27:18 INFO | -> Pre-selected 8197 entries from 11209 ( 73.1287 % ) 2018-05-08 12:27:24 INFO | -> Selected 5648 entries ( 50.3881 % ). Overall 1088188 ( 60.4549 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:27:24 INFO | Using training file (282/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:27:24 INFO | -> Pre-selected 8197 entries from 11317 ( 72.4309 % ) 2018-05-08 12:27:33 INFO | -> Selected 5783 entries ( 51.1001 % ). Overall 1092189 ( 60.6772 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:27:33 INFO | Using training file (283/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:27:33 INFO | -> Pre-selected 7798 entries from 10854 ( 71.8445 % ) 2018-05-08 12:27:39 INFO | -> Selected 5769 entries ( 53.1509 % ). Overall 1096188 ( 60.8993 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:27:39 INFO | Using training file (284/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:27:39 INFO | -> Pre-selected 8101 entries from 11374 ( 71.2238 % ) 2018-05-08 12:27:46 INFO | -> Selected 5743 entries ( 50.4924 % ). Overall 1100188 ( 61.1216 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:27:46 INFO | Using training file (285/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:27:46 INFO | -> Pre-selected 8387 entries from 11561 ( 72.5456 % ) 2018-05-08 12:27:53 INFO | -> Selected 5765 entries ( 49.8659 % ). Overall 1104189 ( 61.3438 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:27:53 INFO | Using training file (286/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:27:53 INFO | -> Pre-selected 7879 entries from 10981 ( 71.7512 % ) 2018-05-08 12:28:00 INFO | -> Selected 5685 entries ( 51.7712 % ). Overall 1108188 ( 61.566 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:28:00 INFO | Using training file (287/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:28:00 INFO | -> Pre-selected 8408 entries from 11572 ( 72.6581 % ) 2018-05-08 12:28:06 INFO | -> Selected 5668 entries ( 48.9803 % ). Overall 1112189 ( 61.7883 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:28:06 INFO | Using training file (288/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:28:06 INFO | -> Pre-selected 8314 entries from 11582 ( 71.7838 % ) 2018-05-08 12:28:14 INFO | -> Selected 5725 entries ( 49.4302 % ). Overall 1116190 ( 62.0106 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:28:14 INFO | Using training file (289/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:28:14 INFO | -> Pre-selected 7634 entries from 10527 ( 72.5183 % ) 2018-05-08 12:28:22 INFO | -> Selected 5684 entries ( 53.9945 % ). Overall 1120190 ( 62.2328 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:28:22 INFO | Using training file (290/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:28:22 INFO | -> Pre-selected 7810 entries from 10999 ( 71.0065 % ) 2018-05-08 12:28:28 INFO | -> Selected 5696 entries ( 51.7865 % ). Overall 1124187 ( 62.4548 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:28:28 INFO | Using training file (291/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:28:28 INFO | -> Pre-selected 1861 entries from 2587 ( 71.9366 % ) 2018-05-08 12:28:30 INFO | -> Selected 1861 entries ( 71.9366 % ). Overall 1125462 ( 62.5257 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:28:30 INFO | Using training file (292/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:28:30 INFO | -> Pre-selected 7971 entries from 11048 ( 72.1488 % ) 2018-05-08 12:28:37 INFO | -> Selected 5871 entries ( 53.1408 % ). Overall 1129461 ( 62.7478 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:28:37 INFO | Using training file (293/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:28:37 INFO | -> Pre-selected 7959 entries from 11091 ( 71.7609 % ) 2018-05-08 12:28:44 INFO | -> Selected 5719 entries ( 51.5643 % ). Overall 1133462 ( 62.9701 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:28:44 INFO | Using training file (294/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:28:44 INFO | -> Pre-selected 4151 entries from 5772 ( 71.9161 % ) 2018-05-08 12:28:47 INFO | -> Selected 4151 entries ( 71.9161 % ). Overall 1136379 ( 63.1322 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:28:47 INFO | Using training file (295/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:28:48 INFO | -> Pre-selected 8017 entries from 11031 ( 72.677 % ) 2018-05-08 12:28:54 INFO | -> Selected 5775 entries ( 52.3525 % ). Overall 1140380 ( 63.3544 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:28:54 INFO | Using training file (296/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:28:54 INFO | -> Pre-selected 8039 entries from 11135 ( 72.1958 % ) 2018-05-08 12:29:00 INFO | -> Selected 5770 entries ( 51.8186 % ). Overall 1144381 ( 63.5767 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:00 INFO | Using training file (297/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000016.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:00 INFO | -> Pre-selected 8025 entries from 11149 ( 71.9795 % ) 2018-05-08 12:29:05 INFO | -> Selected 5770 entries ( 51.7535 % ). Overall 1148382 ( 63.799 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:05 INFO | Using training file (298/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000123.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:05 INFO | -> Pre-selected 8352 entries from 11620 ( 71.8761 % ) 2018-05-08 12:29:12 INFO | -> Selected 5699 entries ( 49.0448 % ). Overall 1152382 ( 64.0212 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:12 INFO | Using training file (299/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:12 INFO | -> Pre-selected 8129 entries from 11133 ( 73.0172 % ) 2018-05-08 12:29:19 INFO | -> Selected 5720 entries ( 51.3788 % ). Overall 1156383 ( 64.2435 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:19 INFO | Using training file (300/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:19 INFO | -> Pre-selected 7870 entries from 10857 ( 72.4878 % ) 2018-05-08 12:29:25 INFO | -> Selected 5751 entries ( 52.9704 % ). Overall 1160383 ( 64.4657 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:25 INFO | Using training file (301/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:25 INFO | -> Pre-selected 7838 entries from 10837 ( 72.3263 % ) 2018-05-08 12:29:30 INFO | -> Selected 5756 entries ( 53.1143 % ). Overall 1164383 ( 64.6879 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:30 INFO | Using training file (302/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:30 INFO | -> Pre-selected 8258 entries from 11493 ( 71.8524 % ) 2018-05-08 12:29:35 INFO | -> Selected 5803 entries ( 50.4916 % ). Overall 1168383 ( 64.9102 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:35 INFO | Using training file (303/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:35 INFO | -> Pre-selected 7938 entries from 10921 ( 72.6857 % ) 2018-05-08 12:29:41 INFO | -> Selected 5816 entries ( 53.2552 % ). Overall 1172383 ( 65.1324 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:41 INFO | Using training file (304/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:41 INFO | -> Pre-selected 8191 entries from 11303 ( 72.4675 % ) 2018-05-08 12:29:47 INFO | -> Selected 5694 entries ( 50.376 % ). Overall 1176384 ( 65.3547 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:47 INFO | Using training file (305/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:48 INFO | -> Pre-selected 1628 entries from 2152 ( 75.6506 % ) 2018-05-08 12:29:49 INFO | -> Selected 1628 entries ( 75.6506 % ). Overall 1177531 ( 65.4184 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:49 INFO | Using training file (306/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:49 INFO | -> Pre-selected 2065 entries from 2788 ( 74.0674 % ) 2018-05-08 12:29:52 INFO | -> Selected 2065 entries ( 74.0674 % ). Overall 1178970 ( 65.4983 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:52 INFO | Using training file (307/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:52 INFO | -> Pre-selected 7757 entries from 10680 ( 72.6311 % ) 2018-05-08 12:29:57 INFO | -> Selected 5838 entries ( 54.6629 % ). Overall 1182971 ( 65.7206 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:29:57 INFO | Using training file (308/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:29:57 INFO | -> Pre-selected 6111 entries from 8541 ( 71.549 % ) 2018-05-08 12:30:02 INFO | -> Selected 5698 entries ( 66.7135 % ). Overall 1186968 ( 65.9427 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:30:02 INFO | Using training file (309/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:30:03 INFO | -> Pre-selected 8060 entries from 11165 ( 72.1899 % ) 2018-05-08 12:30:09 INFO | -> Selected 5786 entries ( 51.8227 % ). Overall 1190969 ( 66.1649 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:30:09 INFO | Using training file (310/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:30:10 INFO | -> Pre-selected 8339 entries from 11608 ( 71.8384 % ) 2018-05-08 12:30:16 INFO | -> Selected 5724 entries ( 49.3108 % ). Overall 1194968 ( 66.3871 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:30:16 INFO | Using training file (311/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:30:16 INFO | -> Pre-selected 7979 entries from 11053 ( 72.1885 % ) 2018-05-08 12:30:23 INFO | -> Selected 5753 entries ( 52.0492 % ). Overall 1198969 ( 66.6094 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:30:23 INFO | Using training file (312/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:30:23 INFO | -> Pre-selected 7804 entries from 10862 ( 71.8468 % ) 2018-05-08 12:30:29 INFO | -> Selected 5631 entries ( 51.8413 % ). Overall 1202969 ( 66.8316 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:30:29 INFO | Using training file (313/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:30:29 INFO | -> Pre-selected 7972 entries from 11148 ( 71.5106 % ) 2018-05-08 12:30:37 INFO | -> Selected 5801 entries ( 52.0362 % ). Overall 1206970 ( 67.0539 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:30:37 INFO | Using training file (314/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:30:37 INFO | -> Pre-selected 7907 entries from 11022 ( 71.7383 % ) 2018-05-08 12:30:43 INFO | -> Selected 5708 entries ( 51.7873 % ). Overall 1210970 ( 67.2761 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:30:43 INFO | Using training file (315/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000016.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:30:43 INFO | -> Pre-selected 5082 entries from 6874 ( 73.9308 % ) 2018-05-08 12:30:48 INFO | -> Selected 5082 entries ( 73.9308 % ). Overall 1214536 ( 67.4742 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:30:48 INFO | Using training file (316/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000016.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:30:48 INFO | -> Pre-selected 8140 entries from 11260 ( 72.2913 % ) 2018-05-08 12:30:55 INFO | -> Selected 5766 entries ( 51.2078 % ). Overall 1218537 ( 67.6965 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:30:55 INFO | Using training file (317/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:30:55 INFO | -> Pre-selected 8022 entries from 11186 ( 71.7146 % ) 2018-05-08 12:31:02 INFO | -> Selected 5702 entries ( 50.9744 % ). Overall 1222538 ( 67.9188 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:31:02 INFO | Using training file (318/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000062.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:31:02 INFO | -> Pre-selected 8365 entries from 11536 ( 72.5121 % ) 2018-05-08 12:31:07 INFO | -> Selected 5749 entries ( 49.8353 % ). Overall 1226539 ( 68.1411 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:31:07 INFO | Using training file (319/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:31:07 INFO | -> Pre-selected 8397 entries from 11596 ( 72.4129 % ) 2018-05-08 12:31:13 INFO | -> Selected 5720 entries ( 49.3274 % ). Overall 1230540 ( 68.3633 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:31:13 INFO | Using training file (320/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:31:14 INFO | -> Pre-selected 6326 entries from 8770 ( 72.1323 % ) 2018-05-08 12:31:20 INFO | -> Selected 5677 entries ( 64.732 % ). Overall 1234537 ( 68.5854 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:31:20 INFO | Using training file (321/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:31:20 INFO | -> Pre-selected 8600 entries from 11996 ( 71.6906 % ) 2018-05-08 12:31:27 INFO | -> Selected 5687 entries ( 47.4075 % ). Overall 1238535 ( 68.8075 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:31:27 INFO | Using training file (322/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:31:27 INFO | -> Pre-selected 6816 entries from 9276 ( 73.4799 % ) 2018-05-08 12:31:34 INFO | -> Selected 5568 entries ( 60.0259 % ). Overall 1242536 ( 69.0298 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:31:34 INFO | Using training file (323/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000018.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:31:34 INFO | -> Pre-selected 7428 entries from 10204 ( 72.795 % ) 2018-05-08 12:31:39 INFO | -> Selected 5691 entries ( 55.7722 % ). Overall 1246537 ( 69.2521 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:31:39 INFO | Using training file (324/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:31:39 INFO | -> Pre-selected 8042 entries from 11144 ( 72.1644 % ) 2018-05-08 12:31:46 INFO | -> Selected 5766 entries ( 51.7408 % ). Overall 1250538 ( 69.4743 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:31:46 INFO | Using training file (325/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:31:46 INFO | -> Pre-selected 8136 entries from 11514 ( 70.6618 % ) 2018-05-08 12:31:54 INFO | -> Selected 5701 entries ( 49.5136 % ). Overall 1254539 ( 69.6966 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:31:54 INFO | Using training file (326/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000057.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:31:54 INFO | -> Pre-selected 8759 entries from 12066 ( 72.5924 % ) 2018-05-08 12:32:00 INFO | -> Selected 5780 entries ( 47.9032 % ). Overall 1258540 ( 69.9189 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:32:00 INFO | Using training file (327/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000023.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:32:00 INFO | -> Pre-selected 6635 entries from 9054 ( 73.2825 % ) 2018-05-08 12:32:05 INFO | -> Selected 5628 entries ( 62.1604 % ). Overall 1262541 ( 70.1412 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:32:05 INFO | Using training file (328/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:32:05 INFO | -> Pre-selected 5787 entries from 8016 ( 72.1931 % ) 2018-05-08 12:32:10 INFO | -> Selected 5768 entries ( 71.9561 % ). Overall 1266517 ( 70.3621 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:32:10 INFO | Using training file (329/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000059.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:32:10 INFO | -> Pre-selected 8610 entries from 11952 ( 72.0382 % ) 2018-05-08 12:32:15 INFO | -> Selected 5708 entries ( 47.7577 % ). Overall 1270517 ( 70.5843 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:32:15 INFO | Using training file (330/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000098.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:32:15 INFO | -> Pre-selected 8331 entries from 11605 ( 71.788 % ) 2018-05-08 12:32:22 INFO | -> Selected 5723 entries ( 49.315 % ). Overall 1274518 ( 70.8066 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:32:22 INFO | Using training file (331/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:32:22 INFO | -> Pre-selected 8244 entries from 11457 ( 71.956 % ) 2018-05-08 12:32:29 INFO | -> Selected 5693 entries ( 49.6901 % ). Overall 1278519 ( 71.0288 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:32:29 INFO | Using training file (332/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:32:29 INFO | -> Pre-selected 1968 entries from 2774 ( 70.9445 % ) 2018-05-08 12:32:31 INFO | -> Selected 1968 entries ( 70.9445 % ). Overall 1279914 ( 71.1063 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:32:31 INFO | Using training file (333/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:32:31 INFO | -> Pre-selected 8157 entries from 11315 ( 72.0901 % ) 2018-05-08 12:32:38 INFO | -> Selected 5671 entries ( 50.1193 % ). Overall 1283915 ( 71.3286 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:32:38 INFO | Using training file (334/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:32:38 INFO | -> Pre-selected 8042 entries from 11035 ( 72.8772 % ) 2018-05-08 12:32:43 INFO | -> Selected 5639 entries ( 51.101 % ). Overall 1287914 ( 71.5508 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:32:43 INFO | Using training file (335/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000023.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:32:43 INFO | -> Pre-selected 8244 entries from 11626 ( 70.91 % ) 2018-05-08 12:32:48 INFO | -> Selected 5754 entries ( 49.4925 % ). Overall 1291915 ( 71.7731 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:32:48 INFO | Using training file (336/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:32:48 INFO | -> Pre-selected 7597 entries from 10466 ( 72.5874 % ) 2018-05-08 12:32:56 INFO | -> Selected 5735 entries ( 54.7965 % ). Overall 1295915 ( 71.9953 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:32:56 INFO | Using training file (337/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:32:56 INFO | -> Pre-selected 8092 entries from 11233 ( 72.0377 % ) 2018-05-08 12:33:03 INFO | -> Selected 5653 entries ( 50.3249 % ). Overall 1299916 ( 72.2176 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:33:03 INFO | Using training file (338/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:33:03 INFO | -> Pre-selected 8276 entries from 11428 ( 72.4186 % ) 2018-05-08 12:33:12 INFO | -> Selected 5786 entries ( 50.63 % ). Overall 1303917 ( 72.4398 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:33:12 INFO | Using training file (339/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:33:12 INFO | -> Pre-selected 7554 entries from 10376 ( 72.8026 % ) 2018-05-08 12:33:19 INFO | -> Selected 5775 entries ( 55.6573 % ). Overall 1307917 ( 72.6621 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:33:19 INFO | Using training file (340/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:33:19 INFO | -> Pre-selected 7421 entries from 10279 ( 72.1957 % ) 2018-05-08 12:33:27 INFO | -> Selected 5768 entries ( 56.1144 % ). Overall 1311918 ( 72.8843 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:33:27 INFO | Using training file (341/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:33:27 INFO | -> Pre-selected 8434 entries from 11624 ( 72.5568 % ) 2018-05-08 12:33:33 INFO | -> Selected 5645 entries ( 48.5633 % ). Overall 1315918 ( 73.1066 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:33:33 INFO | Using training file (342/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:33:33 INFO | -> Pre-selected 8157 entries from 11328 ( 72.0074 % ) 2018-05-08 12:33:39 INFO | -> Selected 5741 entries ( 50.6797 % ). Overall 1319919 ( 73.3288 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:33:39 INFO | Using training file (343/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:33:39 INFO | -> Pre-selected 8187 entries from 11226 ( 72.9289 % ) 2018-05-08 12:33:45 INFO | -> Selected 5733 entries ( 51.0689 % ). Overall 1323919 ( 73.5511 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:33:45 INFO | Using training file (344/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:33:45 INFO | -> Pre-selected 8233 entries from 11439 ( 71.9731 % ) 2018-05-08 12:33:51 INFO | -> Selected 5716 entries ( 49.9694 % ). Overall 1327920 ( 73.7733 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:33:51 INFO | Using training file (345/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000027.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:33:51 INFO | -> Pre-selected 7895 entries from 10836 ( 72.859 % ) 2018-05-08 12:34:00 INFO | -> Selected 5750 entries ( 53.0639 % ). Overall 1331920 ( 73.9956 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:34:00 INFO | Using training file (346/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:34:00 INFO | -> Pre-selected 8496 entries from 11659 ( 72.8707 % ) 2018-05-08 12:34:07 INFO | -> Selected 5736 entries ( 49.198 % ). Overall 1335920 ( 74.2178 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:34:07 INFO | Using training file (347/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:34:08 INFO | -> Pre-selected 8186 entries from 11415 ( 71.7127 % ) 2018-05-08 12:34:14 INFO | -> Selected 5741 entries ( 50.2935 % ). Overall 1339921 ( 74.4401 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:34:14 INFO | Using training file (348/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:34:14 INFO | -> Pre-selected 6631 entries from 8957 ( 74.0315 % ) 2018-05-08 12:34:19 INFO | -> Selected 5744 entries ( 64.1286 % ). Overall 1343922 ( 74.6623 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:34:19 INFO | Using training file (349/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:34:19 INFO | -> Pre-selected 7977 entries from 11006 ( 72.4786 % ) 2018-05-08 12:34:26 INFO | -> Selected 5738 entries ( 52.1352 % ). Overall 1347922 ( 74.8846 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:34:26 INFO | Using training file (350/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:34:27 INFO | -> Pre-selected 7871 entries from 10864 ( 72.4503 % ) 2018-05-08 12:34:34 INFO | -> Selected 5735 entries ( 52.789 % ). Overall 1351923 ( 75.1068 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:34:34 INFO | Using training file (351/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:34:34 INFO | -> Pre-selected 7776 entries from 10794 ( 72.04 % ) 2018-05-08 12:34:40 INFO | -> Selected 5756 entries ( 53.3259 % ). Overall 1355922 ( 75.329 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:34:40 INFO | Using training file (352/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:34:40 INFO | -> Pre-selected 8129 entries from 11326 ( 71.7729 % ) 2018-05-08 12:34:46 INFO | -> Selected 5674 entries ( 50.0971 % ). Overall 1359922 ( 75.5512 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:34:46 INFO | Using training file (353/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:34:46 INFO | -> Pre-selected 7910 entries from 10923 ( 72.416 % ) 2018-05-08 12:34:53 INFO | -> Selected 5739 entries ( 52.5405 % ). Overall 1363922 ( 75.7734 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:34:53 INFO | Using training file (354/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:34:53 INFO | -> Pre-selected 1745 entries from 2356 ( 74.0662 % ) 2018-05-08 12:34:55 INFO | -> Selected 1745 entries ( 74.0662 % ). Overall 1365140 ( 75.8411 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:34:55 INFO | Using training file (355/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:34:55 INFO | -> Pre-selected 7461 entries from 10249 ( 72.7973 % ) 2018-05-08 12:35:03 INFO | -> Selected 5753 entries ( 56.1323 % ). Overall 1369140 ( 76.0633 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:35:03 INFO | Using training file (356/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000042.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:35:03 INFO | -> Pre-selected 6097 entries from 8418 ( 72.4281 % ) 2018-05-08 12:35:08 INFO | -> Selected 5690 entries ( 67.5933 % ). Overall 1373141 ( 76.2856 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:35:08 INFO | Using training file (357/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000073.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:35:08 INFO | -> Pre-selected 7620 entries from 10591 ( 71.9479 % ) 2018-05-08 12:35:13 INFO | -> Selected 5837 entries ( 55.1128 % ). Overall 1377142 ( 76.5079 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:35:13 INFO | Using training file (358/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000075.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:35:13 INFO | -> Pre-selected 8412 entries from 11656 ( 72.1688 % ) 2018-05-08 12:35:19 INFO | -> Selected 5775 entries ( 49.5453 % ). Overall 1381142 ( 76.7301 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:35:19 INFO | Using training file (359/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000023.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:35:19 INFO | -> Pre-selected 8041 entries from 11151 ( 72.1101 % ) 2018-05-08 12:35:26 INFO | -> Selected 5664 entries ( 50.7937 % ). Overall 1385141 ( 76.9523 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:35:26 INFO | Using training file (360/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:35:26 INFO | -> Pre-selected 8147 entries from 11253 ( 72.3985 % ) 2018-05-08 12:35:33 INFO | -> Selected 5676 entries ( 50.4399 % ). Overall 1389142 ( 77.1746 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:35:33 INFO | Using training file (361/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:35:33 INFO | -> Pre-selected 7391 entries from 10139 ( 72.8967 % ) 2018-05-08 12:35:40 INFO | -> Selected 5720 entries ( 56.4158 % ). Overall 1393142 ( 77.3968 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:35:40 INFO | Using training file (362/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:35:40 INFO | -> Pre-selected 7994 entries from 11097 ( 72.0375 % ) 2018-05-08 12:35:47 INFO | -> Selected 5673 entries ( 51.1219 % ). Overall 1397142 ( 77.619 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:35:47 INFO | Using training file (363/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:35:47 INFO | -> Pre-selected 6342 entries from 8706 ( 72.8463 % ) 2018-05-08 12:35:52 INFO | -> Selected 5726 entries ( 65.7707 % ). Overall 1401143 ( 77.8413 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:35:52 INFO | Using training file (364/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:35:52 INFO | -> Pre-selected 6424 entries from 8855 ( 72.5466 % ) 2018-05-08 12:35:57 INFO | -> Selected 5712 entries ( 64.5059 % ). Overall 1405142 ( 78.0634 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:35:57 INFO | Using training file (365/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:35:57 INFO | -> Pre-selected 4319 entries from 5952 ( 72.5638 % ) 2018-05-08 12:36:00 INFO | -> Selected 4319 entries ( 72.5638 % ). Overall 1408156 ( 78.2309 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:36:00 INFO | Using training file (366/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:36:00 INFO | -> Pre-selected 8242 entries from 11455 ( 71.9511 % ) 2018-05-08 12:36:08 INFO | -> Selected 5623 entries ( 49.0877 % ). Overall 1412155 ( 78.4531 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:36:08 INFO | Using training file (367/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:36:08 INFO | -> Pre-selected 4814 entries from 6743 ( 71.3926 % ) 2018-05-08 12:36:12 INFO | -> Selected 4813 entries ( 71.3777 % ). Overall 1415507 ( 78.6393 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:36:12 INFO | Using training file (368/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:36:12 INFO | -> Pre-selected 8579 entries from 11916 ( 71.9956 % ) 2018-05-08 12:36:20 INFO | -> Selected 5798 entries ( 48.6573 % ). Overall 1419508 ( 78.8616 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:36:20 INFO | Using training file (369/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:36:20 INFO | -> Pre-selected 7614 entries from 10478 ( 72.6665 % ) 2018-05-08 12:36:26 INFO | -> Selected 5707 entries ( 54.4665 % ). Overall 1423509 ( 79.0838 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:36:26 INFO | Using training file (370/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:36:26 INFO | -> Pre-selected 7936 entries from 10972 ( 72.3296 % ) 2018-05-08 12:36:33 INFO | -> Selected 5733 entries ( 52.2512 % ). Overall 1427510 ( 79.3061 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:36:33 INFO | Using training file (371/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:36:33 INFO | -> Pre-selected 8234 entries from 11432 ( 72.0259 % ) 2018-05-08 12:36:39 INFO | -> Selected 5675 entries ( 49.6414 % ). Overall 1431511 ( 79.5284 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:36:39 INFO | Using training file (372/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:36:39 INFO | -> Pre-selected 7623 entries from 10576 ( 72.0783 % ) 2018-05-08 12:36:44 INFO | -> Selected 5703 entries ( 53.924 % ). Overall 1435511 ( 79.7506 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:36:44 INFO | Using training file (373/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:36:44 INFO | -> Pre-selected 8236 entries from 11264 ( 73.1179 % ) 2018-05-08 12:36:52 INFO | -> Selected 5622 entries ( 49.9112 % ). Overall 1439512 ( 79.9729 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:36:52 INFO | Using training file (374/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:36:52 INFO | -> Pre-selected 2136 entries from 2963 ( 72.0891 % ) 2018-05-08 12:36:54 INFO | -> Selected 2136 entries ( 72.0891 % ). Overall 1440984 ( 80.0547 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:36:54 INFO | Using training file (375/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:36:54 INFO | -> Pre-selected 7887 entries from 10995 ( 71.7326 % ) 2018-05-08 12:37:00 INFO | -> Selected 5755 entries ( 52.342 % ). Overall 1444983 ( 80.2768 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:37:00 INFO | Using training file (376/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:37:00 INFO | -> Pre-selected 8147 entries from 11069 ( 73.602 % ) 2018-05-08 12:37:08 INFO | -> Selected 5719 entries ( 51.6668 % ). Overall 1448982 ( 80.499 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:37:08 INFO | Using training file (377/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:37:08 INFO | -> Pre-selected 7989 entries from 11102 ( 71.96 % ) 2018-05-08 12:37:14 INFO | -> Selected 5756 entries ( 51.8465 % ). Overall 1452983 ( 80.7213 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:37:14 INFO | Using training file (378/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:37:15 INFO | -> Pre-selected 8404 entries from 11644 ( 72.1745 % ) 2018-05-08 12:37:20 INFO | -> Selected 5783 entries ( 49.6651 % ). Overall 1456984 ( 80.9436 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:37:20 INFO | Using training file (379/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:37:20 INFO | -> Pre-selected 5123 entries from 7192 ( 71.2319 % ) 2018-05-08 12:37:24 INFO | -> Selected 5121 entries ( 71.2041 % ). Overall 1460561 ( 81.1423 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:37:24 INFO | Using training file (380/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:37:24 INFO | -> Pre-selected 6607 entries from 8882 ( 74.3864 % ) 2018-05-08 12:37:30 INFO | -> Selected 5782 entries ( 65.098 % ). Overall 1464562 ( 81.3646 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:37:30 INFO | Using training file (381/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:37:30 INFO | -> Pre-selected 8208 entries from 11312 ( 72.5601 % ) 2018-05-08 12:37:37 INFO | -> Selected 5746 entries ( 50.7956 % ). Overall 1468560 ( 81.5867 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:37:37 INFO | Using training file (382/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:37:37 INFO | -> Pre-selected 3324 entries from 4472 ( 74.3292 % ) 2018-05-08 12:37:41 INFO | -> Selected 3324 entries ( 74.3292 % ). Overall 1470891 ( 81.7162 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:37:41 INFO | Using training file (383/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:37:41 INFO | -> Pre-selected 7339 entries from 10171 ( 72.1561 % ) 2018-05-08 12:37:48 INFO | -> Selected 5708 entries ( 56.1203 % ). Overall 1474890 ( 81.9383 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:37:48 INFO | Using training file (384/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000018.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:37:48 INFO | -> Pre-selected 7734 entries from 10726 ( 72.1052 % ) 2018-05-08 12:37:54 INFO | -> Selected 5671 entries ( 52.8715 % ). Overall 1478888 ( 82.1604 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:37:54 INFO | Using training file (385/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:37:54 INFO | -> Pre-selected 7794 entries from 10774 ( 72.3408 % ) 2018-05-08 12:38:02 INFO | -> Selected 5814 entries ( 53.9632 % ). Overall 1482888 ( 82.3827 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:38:02 INFO | Using training file (386/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:38:02 INFO | -> Pre-selected 6223 entries from 8490 ( 73.298 % ) 2018-05-08 12:38:07 INFO | -> Selected 5774 entries ( 68.0094 % ). Overall 1486888 ( 82.6049 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:38:07 INFO | Using training file (387/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:38:07 INFO | -> Pre-selected 8260 entries from 11469 ( 72.0202 % ) 2018-05-08 12:38:14 INFO | -> Selected 5675 entries ( 49.4812 % ). Overall 1490889 ( 82.8272 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:38:14 INFO | Using training file (388/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:38:14 INFO | -> Pre-selected 8078 entries from 11180 ( 72.254 % ) 2018-05-08 12:38:21 INFO | -> Selected 5800 entries ( 51.8784 % ). Overall 1494890 ( 83.0494 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:38:21 INFO | Using training file (389/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:38:21 INFO | -> Pre-selected 7520 entries from 10427 ( 72.1205 % ) 2018-05-08 12:38:26 INFO | -> Selected 5695 entries ( 54.6178 % ). Overall 1498891 ( 83.2717 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:38:26 INFO | Using training file (390/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:38:26 INFO | -> Pre-selected 8068 entries from 11121 ( 72.5474 % ) 2018-05-08 12:38:33 INFO | -> Selected 5675 entries ( 51.0296 % ). Overall 1502892 ( 83.494 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:38:33 INFO | Using training file (391/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:38:33 INFO | -> Pre-selected 2148 entries from 3017 ( 71.1966 % ) 2018-05-08 12:38:35 INFO | -> Selected 2148 entries ( 71.1966 % ). Overall 1504391 ( 83.5773 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:38:35 INFO | Using training file (392/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:38:35 INFO | -> Pre-selected 7757 entries from 10925 ( 71.0023 % ) 2018-05-08 12:38:42 INFO | -> Selected 5727 entries ( 52.4211 % ). Overall 1508392 ( 83.7996 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:38:42 INFO | Using training file (393/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:38:42 INFO | -> Pre-selected 8158 entries from 11345 ( 71.9083 % ) 2018-05-08 12:38:47 INFO | -> Selected 5766 entries ( 50.8242 % ). Overall 1512391 ( 84.0217 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:38:47 INFO | Using training file (394/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:38:47 INFO | -> Pre-selected 8408 entries from 11677 ( 72.0048 % ) 2018-05-08 12:38:55 INFO | -> Selected 5765 entries ( 49.3706 % ). Overall 1516392 ( 84.244 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:38:55 INFO | Using training file (395/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:38:55 INFO | -> Pre-selected 7940 entries from 11105 ( 71.4993 % ) 2018-05-08 12:39:01 INFO | -> Selected 5695 entries ( 51.2832 % ). Overall 1520392 ( 84.4662 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:39:01 INFO | Using training file (396/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:39:01 INFO | -> Pre-selected 8230 entries from 11392 ( 72.2437 % ) 2018-05-08 12:39:08 INFO | -> Selected 5775 entries ( 50.6935 % ). Overall 1524391 ( 84.6884 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:39:08 INFO | Using training file (397/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:39:08 INFO | -> Pre-selected 8059 entries from 11344 ( 71.042 % ) 2018-05-08 12:39:15 INFO | -> Selected 5683 entries ( 50.097 % ). Overall 1528392 ( 84.9107 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:39:15 INFO | Using training file (398/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:39:15 INFO | -> Pre-selected 7828 entries from 10911 ( 71.7441 % ) 2018-05-08 12:39:22 INFO | -> Selected 5759 entries ( 52.7816 % ). Overall 1532393 ( 85.1329 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:39:22 INFO | Using training file (399/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:39:22 INFO | -> Pre-selected 7986 entries from 11228 ( 71.1258 % ) 2018-05-08 12:39:29 INFO | -> Selected 5725 entries ( 50.9886 % ). Overall 1536392 ( 85.3551 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:39:29 INFO | Using training file (400/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:39:29 INFO | -> Pre-selected 8573 entries from 11773 ( 72.8192 % ) 2018-05-08 12:39:35 INFO | -> Selected 5772 entries ( 49.0274 % ). Overall 1540392 ( 85.5773 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:39:35 INFO | Using training file (401/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:39:35 INFO | -> Pre-selected 7965 entries from 11035 ( 72.1794 % ) 2018-05-08 12:39:41 INFO | -> Selected 5681 entries ( 51.4816 % ). Overall 1544392 ( 85.7996 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:39:41 INFO | Using training file (402/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:39:41 INFO | -> Pre-selected 8119 entries from 11269 ( 72.0472 % ) 2018-05-08 12:39:47 INFO | -> Selected 5689 entries ( 50.4836 % ). Overall 1548393 ( 86.0218 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:39:47 INFO | Using training file (403/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:39:47 INFO | -> Pre-selected 5454 entries from 7537 ( 72.363 % ) 2018-05-08 12:39:52 INFO | -> Selected 5454 entries ( 72.363 % ). Overall 1552128 ( 86.2293 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:39:52 INFO | Using training file (404/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000072.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:39:52 INFO | -> Pre-selected 7993 entries from 11239 ( 71.1184 % ) 2018-05-08 12:40:00 INFO | -> Selected 5787 entries ( 51.4903 % ). Overall 1556127 ( 86.4515 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:40:00 INFO | Using training file (405/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:40:00 INFO | -> Pre-selected 7851 entries from 10970 ( 71.5679 % ) 2018-05-08 12:40:06 INFO | -> Selected 5705 entries ( 52.0055 % ). Overall 1560128 ( 86.6738 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:40:06 INFO | Using training file (406/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:40:06 INFO | -> Pre-selected 8318 entries from 11539 ( 72.086 % ) 2018-05-08 12:40:13 INFO | -> Selected 5693 entries ( 49.337 % ). Overall 1564128 ( 86.896 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:40:13 INFO | Using training file (407/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:40:13 INFO | -> Pre-selected 8089 entries from 11236 ( 71.9918 % ) 2018-05-08 12:40:18 INFO | -> Selected 5656 entries ( 50.3382 % ). Overall 1568128 ( 87.1182 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:40:18 INFO | Using training file (408/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:40:18 INFO | -> Pre-selected 8355 entries from 11360 ( 73.5475 % ) 2018-05-08 12:40:26 INFO | -> Selected 5728 entries ( 50.4225 % ). Overall 1572129 ( 87.3405 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:40:26 INFO | Using training file (409/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:40:26 INFO | -> Pre-selected 8573 entries from 11870 ( 72.2241 % ) 2018-05-08 12:40:32 INFO | -> Selected 5680 entries ( 47.8517 % ). Overall 1576129 ( 87.5627 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:40:32 INFO | Using training file (410/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:40:32 INFO | -> Pre-selected 7675 entries from 10599 ( 72.4125 % ) 2018-05-08 12:40:37 INFO | -> Selected 5684 entries ( 53.6277 % ). Overall 1580129 ( 87.7849 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:40:37 INFO | Using training file (411/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:40:37 INFO | -> Pre-selected 7675 entries from 10732 ( 71.5151 % ) 2018-05-08 12:40:44 INFO | -> Selected 5747 entries ( 53.5501 % ). Overall 1584130 ( 88.0072 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:40:44 INFO | Using training file (412/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000027.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:40:44 INFO | -> Pre-selected 7883 entries from 11013 ( 71.579 % ) 2018-05-08 12:40:50 INFO | -> Selected 5729 entries ( 52.0203 % ). Overall 1588130 ( 88.2294 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:40:50 INFO | Using training file (413/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:40:50 INFO | -> Pre-selected 8110 entries from 11303 ( 71.7509 % ) 2018-05-08 12:40:56 INFO | -> Selected 5733 entries ( 50.721 % ). Overall 1592130 ( 88.4517 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:40:56 INFO | Using training file (414/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:40:56 INFO | -> Pre-selected 8023 entries from 11053 ( 72.5866 % ) 2018-05-08 12:41:04 INFO | -> Selected 5716 entries ( 51.7145 % ). Overall 1596130 ( 88.6739 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:41:04 INFO | Using training file (415/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:41:04 INFO | -> Pre-selected 8331 entries from 11522 ( 72.3052 % ) 2018-05-08 12:41:10 INFO | -> Selected 5745 entries ( 49.8611 % ). Overall 1600130 ( 88.8961 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:41:10 INFO | Using training file (416/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:41:10 INFO | -> Pre-selected 8037 entries from 10945 ( 73.4308 % ) 2018-05-08 12:41:16 INFO | -> Selected 5766 entries ( 52.6816 % ). Overall 1604131 ( 89.1184 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:41:16 INFO | Using training file (417/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:41:16 INFO | -> Pre-selected 7857 entries from 10981 ( 71.5509 % ) 2018-05-08 12:41:21 INFO | -> Selected 5771 entries ( 52.5544 % ). Overall 1608132 ( 89.3407 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:41:21 INFO | Using training file (418/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000059.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:41:21 INFO | -> Pre-selected 8289 entries from 11478 ( 72.2164 % ) 2018-05-08 12:41:28 INFO | -> Selected 5810 entries ( 50.6186 % ). Overall 1612132 ( 89.5629 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:41:28 INFO | Using training file (419/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:41:28 INFO | -> Pre-selected 8052 entries from 11143 ( 72.2606 % ) 2018-05-08 12:41:34 INFO | -> Selected 5656 entries ( 50.7583 % ). Overall 1616132 ( 89.7851 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:41:34 INFO | Using training file (420/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:41:34 INFO | -> Pre-selected 7719 entries from 10741 ( 71.8648 % ) 2018-05-08 12:41:39 INFO | -> Selected 5702 entries ( 53.0863 % ). Overall 1620133 ( 90.0074 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:41:39 INFO | Using training file (421/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:41:39 INFO | -> Pre-selected 7782 entries from 10787 ( 72.1424 % ) 2018-05-08 12:41:44 INFO | -> Selected 5746 entries ( 53.2678 % ). Overall 1624134 ( 90.2297 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:41:44 INFO | Using training file (422/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000058.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:41:44 INFO | -> Pre-selected 8215 entries from 11517 ( 71.3293 % ) 2018-05-08 12:41:52 INFO | -> Selected 5813 entries ( 50.4732 % ). Overall 1628135 ( 90.4519 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:41:52 INFO | Using training file (423/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:41:52 INFO | -> Pre-selected 7796 entries from 10749 ( 72.5277 % ) 2018-05-08 12:41:58 INFO | -> Selected 5689 entries ( 52.9259 % ). Overall 1632134 ( 90.6741 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:41:58 INFO | Using training file (424/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:41:58 INFO | -> Pre-selected 8203 entries from 11447 ( 71.6607 % ) 2018-05-08 12:42:04 INFO | -> Selected 5669 entries ( 49.5239 % ). Overall 1636134 ( 90.8963 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:42:04 INFO | Using training file (425/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:42:04 INFO | -> Pre-selected 8210 entries from 11362 ( 72.2584 % ) 2018-05-08 12:42:09 INFO | -> Selected 5677 entries ( 49.9648 % ). Overall 1640135 ( 91.1186 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:42:09 INFO | Using training file (426/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:42:09 INFO | -> Pre-selected 7980 entries from 11149 ( 71.5759 % ) 2018-05-08 12:42:18 INFO | -> Selected 5761 entries ( 51.6728 % ). Overall 1644135 ( 91.3408 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:42:18 INFO | Using training file (427/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000042.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:42:18 INFO | -> Pre-selected 8201 entries from 11245 ( 72.9302 % ) 2018-05-08 12:42:26 INFO | -> Selected 5676 entries ( 50.4758 % ). Overall 1648135 ( 91.5631 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:42:26 INFO | Using training file (428/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:42:26 INFO | -> Pre-selected 6122 entries from 8223 ( 74.4497 % ) 2018-05-08 12:42:32 INFO | -> Selected 5739 entries ( 69.792 % ). Overall 1652134 ( 91.7852 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:42:32 INFO | Using training file (429/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:42:32 INFO | -> Pre-selected 8120 entries from 11353 ( 71.5229 % ) 2018-05-08 12:42:38 INFO | -> Selected 5782 entries ( 50.9293 % ). Overall 1656135 ( 92.0075 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:42:38 INFO | Using training file (430/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:42:38 INFO | -> Pre-selected 6610 entries from 8903 ( 74.2446 % ) 2018-05-08 12:42:43 INFO | -> Selected 5724 entries ( 64.2929 % ). Overall 1660134 ( 92.2297 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:42:43 INFO | Using training file (431/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:42:43 INFO | -> Pre-selected 7807 entries from 10902 ( 71.6107 % ) 2018-05-08 12:42:48 INFO | -> Selected 5691 entries ( 52.2014 % ). Overall 1664135 ( 92.4519 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:42:48 INFO | Using training file (432/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000016.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:42:48 INFO | -> Pre-selected 7907 entries from 10937 ( 72.2959 % ) 2018-05-08 12:42:56 INFO | -> Selected 5680 entries ( 51.9338 % ). Overall 1668136 ( 92.6742 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:42:56 INFO | Using training file (433/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:42:56 INFO | -> Pre-selected 8212 entries from 11535 ( 71.192 % ) 2018-05-08 12:43:02 INFO | -> Selected 5655 entries ( 49.0247 % ). Overall 1672137 ( 92.8965 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:43:02 INFO | Using training file (434/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:43:02 INFO | -> Pre-selected 8062 entries from 11202 ( 71.9693 % ) 2018-05-08 12:43:09 INFO | -> Selected 5674 entries ( 50.6517 % ). Overall 1676138 ( 93.1188 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:43:09 INFO | Using training file (435/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:43:09 INFO | -> Pre-selected 6230 entries from 8613 ( 72.3325 % ) 2018-05-08 12:43:15 INFO | -> Selected 5707 entries ( 66.2603 % ). Overall 1680136 ( 93.3409 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:43:15 INFO | Using training file (436/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:43:15 INFO | -> Pre-selected 7907 entries from 10963 ( 72.1244 % ) 2018-05-08 12:43:22 INFO | -> Selected 5821 entries ( 53.0968 % ). Overall 1684136 ( 93.5631 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:43:22 INFO | Using training file (437/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:43:22 INFO | -> Pre-selected 8201 entries from 11277 ( 72.7232 % ) 2018-05-08 12:43:28 INFO | -> Selected 5731 entries ( 50.8203 % ). Overall 1688136 ( 93.7853 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:43:28 INFO | Using training file (438/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:43:28 INFO | -> Pre-selected 8322 entries from 11415 ( 72.9041 % ) 2018-05-08 12:43:34 INFO | -> Selected 5734 entries ( 50.2322 % ). Overall 1692136 ( 94.0076 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:43:34 INFO | Using training file (439/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:43:34 INFO | -> Pre-selected 7583 entries from 10445 ( 72.5993 % ) 2018-05-08 12:43:39 INFO | -> Selected 5616 entries ( 53.7674 % ). Overall 1696135 ( 94.2297 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:43:39 INFO | Using training file (440/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:43:39 INFO | -> Pre-selected 8435 entries from 11670 ( 72.2793 % ) 2018-05-08 12:43:46 INFO | -> Selected 5757 entries ( 49.3316 % ). Overall 1700135 ( 94.4519 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:43:46 INFO | Using training file (441/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:43:46 INFO | -> Pre-selected 1831 entries from 2534 ( 72.2573 % ) 2018-05-08 12:43:48 INFO | -> Selected 1831 entries ( 72.2573 % ). Overall 1701433 ( 94.5241 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:43:48 INFO | Using training file (442/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:43:48 INFO | -> Pre-selected 8148 entries from 11268 ( 72.311 % ) 2018-05-08 12:43:55 INFO | -> Selected 5788 entries ( 51.3667 % ). Overall 1705431 ( 94.7462 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:43:55 INFO | Using training file (443/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:43:55 INFO | -> Pre-selected 7902 entries from 10955 ( 72.1314 % ) 2018-05-08 12:44:02 INFO | -> Selected 5727 entries ( 52.2775 % ). Overall 1709429 ( 94.9683 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:44:02 INFO | Using training file (444/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:44:02 INFO | -> Pre-selected 6576 entries from 9147 ( 71.8924 % ) 2018-05-08 12:44:06 INFO | -> Selected 5765 entries ( 63.0261 % ). Overall 1713429 ( 95.1905 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:44:06 INFO | Using training file (445/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:44:06 INFO | -> Pre-selected 8292 entries from 11553 ( 71.7736 % ) 2018-05-08 12:44:13 INFO | -> Selected 5725 entries ( 49.5542 % ). Overall 1717429 ( 95.4127 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:44:13 INFO | Using training file (446/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000018.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:44:13 INFO | -> Pre-selected 6011 entries from 8234 ( 73.0022 % ) 2018-05-08 12:44:18 INFO | -> Selected 5802 entries ( 70.4639 % ). Overall 1721426 ( 95.6348 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:44:18 INFO | Using training file (447/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:44:18 INFO | -> Pre-selected 6891 entries from 9306 ( 74.049 % ) 2018-05-08 12:44:24 INFO | -> Selected 5715 entries ( 61.412 % ). Overall 1725426 ( 95.857 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:44:24 INFO | Using training file (448/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:44:24 INFO | -> Pre-selected 7804 entries from 10898 ( 71.6095 % ) 2018-05-08 12:44:32 INFO | -> Selected 5820 entries ( 53.4043 % ). Overall 1729427 ( 96.0793 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:44:32 INFO | Using training file (449/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:44:32 INFO | -> Pre-selected 7539 entries from 10338 ( 72.9251 % ) 2018-05-08 12:44:38 INFO | -> Selected 5809 entries ( 56.1908 % ). Overall 1733427 ( 96.3015 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:44:38 INFO | Using training file (450/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:44:38 INFO | -> Pre-selected 8772 entries from 12125 ( 72.3464 % ) 2018-05-08 12:44:45 INFO | -> Selected 5738 entries ( 47.3237 % ). Overall 1737427 ( 96.5237 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:44:45 INFO | Using training file (451/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:44:45 INFO | -> Pre-selected 7864 entries from 11010 ( 71.426 % ) 2018-05-08 12:44:51 INFO | -> Selected 5700 entries ( 51.7711 % ). Overall 1741428 ( 96.746 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:44:51 INFO | Using training file (452/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:44:51 INFO | -> Pre-selected 8003 entries from 11204 ( 71.4298 % ) 2018-05-08 12:44:59 INFO | -> Selected 5775 entries ( 51.5441 % ). Overall 1745428 ( 96.9682 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:44:59 INFO | Using training file (453/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000107.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:44:59 INFO | -> Pre-selected 8346 entries from 11506 ( 72.5361 % ) 2018-05-08 12:45:06 INFO | -> Selected 5746 entries ( 49.9392 % ). Overall 1749429 ( 97.1905 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:45:06 INFO | Using training file (454/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:45:06 INFO | -> Pre-selected 1990 entries from 2724 ( 73.0543 % ) 2018-05-08 12:45:07 INFO | -> Selected 1990 entries ( 73.0543 % ). Overall 1750782 ( 97.2657 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:45:07 INFO | Using training file (455/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:45:07 INFO | -> Pre-selected 7568 entries from 10614 ( 71.3021 % ) 2018-05-08 12:45:13 INFO | -> Selected 5708 entries ( 53.778 % ). Overall 1754782 ( 97.4879 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:45:13 INFO | Using training file (456/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:45:13 INFO | -> Pre-selected 8088 entries from 11077 ( 73.0162 % ) 2018-05-08 12:45:18 INFO | -> Selected 5773 entries ( 52.117 % ). Overall 1758783 ( 97.7102 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:45:18 INFO | Using training file (457/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:45:18 INFO | -> Pre-selected 8155 entries from 11269 ( 72.3667 % ) 2018-05-08 12:45:23 INFO | -> Selected 5748 entries ( 51.0072 % ). Overall 1762783 ( 97.9324 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:45:23 INFO | Using training file (458/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:45:23 INFO | -> Pre-selected 8024 entries from 11039 ( 72.6877 % ) 2018-05-08 12:45:35 INFO | -> Selected 5764 entries ( 52.2149 % ). Overall 1766783 ( 98.1546 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:45:35 INFO | Using training file (459/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:45:35 INFO | -> Pre-selected 6534 entries from 9057 ( 72.1431 % ) 2018-05-08 12:45:40 INFO | -> Selected 5718 entries ( 63.1335 % ). Overall 1770782 ( 98.3768 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:45:40 INFO | Using training file (460/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000025.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:45:40 INFO | -> Pre-selected 7832 entries from 10788 ( 72.5992 % ) 2018-05-08 12:45:46 INFO | -> Selected 5685 entries ( 52.6974 % ). Overall 1774782 ( 98.599 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:45:46 INFO | Using training file (461/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:45:46 INFO | -> Pre-selected 7959 entries from 10972 ( 72.5392 % ) 2018-05-08 12:45:55 INFO | -> Selected 5651 entries ( 51.5038 % ). Overall 1778779 ( 98.8211 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:45:55 INFO | Using training file (462/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:45:55 INFO | -> Pre-selected 8134 entries from 11304 ( 71.9568 % ) 2018-05-08 12:46:02 INFO | -> Selected 5695 entries ( 50.3804 % ). Overall 1782780 ( 99.0433 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:46:02 INFO | Using training file (463/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000035.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:46:02 INFO | -> Pre-selected 6460 entries from 9012 ( 71.6822 % ) 2018-05-08 12:46:08 INFO | -> Selected 5728 entries ( 63.5597 % ). Overall 1786781 ( 99.2656 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:46:08 INFO | Using training file (464/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000105.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:46:08 INFO | -> Pre-selected 8203 entries from 11246 ( 72.9415 % ) 2018-05-08 12:46:13 INFO | -> Selected 5737 entries ( 51.0137 % ). Overall 1790780 ( 99.4878 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:46:13 INFO | Using training file (465/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000106.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:46:13 INFO | -> Pre-selected 8150 entries from 11205 ( 72.7354 % ) 2018-05-08 12:46:19 INFO | -> Selected 5643 entries ( 50.3614 % ). Overall 1794781 ( 99.7101 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:46:19 INFO | Using training file (466/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:46:20 INFO | -> Pre-selected 8720 entries from 12054 ( 72.3411 % ) 2018-05-08 12:46:27 INFO | -> Selected 5728 entries ( 47.5195 % ). Overall 1798782 ( 99.9323 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:46:27 INFO | Using training file (467/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-08 12:46:27 INFO | -> Pre-selected 7651 entries from 10710 ( 71.4379 % ) 2018-05-08 12:46:30 INFO | -> Selected 1712 entries ( 15.9851 % ). Overall 1800000 ( 100 % ) of required 1800000 non-ghost training entries. 2018-05-08 12:46:30 INFO | Considered 3526927 tracks for input to MVA training 2018-05-08 12:46:30 INFO | Sel. Eff. = 73.1178% 2018-05-08 12:46:30 INFO | Selected 1805519/770984 tracks for input to MVA training/testing 2018-05-08 12:46:30 INFO | Ghost percentage = 0.305674% 2018-05-08 12:46:30 INFO | Electron percentage = 0.540232% 2018-05-08 12:46:30 INFO | Muon percentage = 1.06933% 2018-05-08 12:46:30 INFO | Pion percentage = 84.4923% 2018-05-08 12:46:30 INFO | Kaon percentage = 13.0369% 2018-05-08 12:46:30 INFO | Proton percentage = 0.472274% 2018-05-08 12:46:30 WARN | Unknown Particle type 3112 2018-05-08 12:46:30 INFO | 'PDG=3112' percentage = 0.0203266% 2018-05-08 12:46:30 WARN | Unknown Particle type 3222 2018-05-08 12:46:30 INFO | 'PDG=3222' percentage = 0.051121% 2018-05-08 12:46:30 INFO | Skipped 7 contributions below 0.01% : Add Tree TrainAssignTree_Signal of type Signal with 235384 events : Add Tree TestAssignTree_Signal of type Signal with 100824 events : Add Tree TrainAssignTree_Background of type Background with 1570135 events : Add Tree TestAssignTree_Background of type Background with 672469 events : Dataset[GlobalPID_DataSet] : Class index : 0 name : Signal : Dataset[GlobalPID_DataSet] : Class index : 1 name : Background 2018-05-08 12:46:30 INFO | Input layer has 50 nodes, hidden layer1 has 78 nodes, hidden layer2 has 78 nodes. 2018-05-08 12:46:30 INFO | TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=78,78:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=sigmoid:TrainingMethod=BP:EstimatorType=CE'
Factory : Booking method: Kaon_Long_TMVA : : Parsing option string: : ... "H:V:EpochMonitoring:HiddenLayers=78,78:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=sigmoid: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=78,78:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=sigmoid:TrainingMethod=BP:EstimatorType=CE" : The following options are set: : - By User: : NCycles: "750" [Number of training cycles] : HiddenLayers: "78,78" [Specification of hidden layer architecture] : NeuronType: "sigmoid" [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]
Kaon_Long_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 'TrackFitMatchChi2' <---> Output : variable 'TrackFitMatchChi2' : Input : variable 'TrackFitVeloChi2' <---> Output : variable 'TrackFitVeloChi2' : Input : variable 'TrackFitVeloNDoF' <---> Output : variable 'TrackFitVeloNDoF' : 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 'MuonMVA1' <---> Output : variable 'MuonMVA1' : 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 'MuonChi2Corr' <---> Output : variable 'MuonChi2Corr' : Input : variable 'InAccMuon' <---> Output : variable 'InAccMuon' : Input : variable 'MuonIsLooseMuon' <---> Output : variable 'MuonIsLooseMuon' : Input : variable 'EcalPIDe' <---> Output : variable 'EcalPIDe' : Input : variable 'EcalPIDmu' <---> Output : variable 'EcalPIDmu' : Input : variable 'HcalPIDe' <---> Output : variable 'HcalPIDe' : Input : variable 'HcalPIDmu' <---> Output : variable 'HcalPIDmu' : Input : variable 'InAccBrem' <---> Output : variable 'InAccBrem' : Input : variable 'BremPIDe' <---> Output : variable 'BremPIDe' : Input : variable 'CaloEoverP' <---> Output : variable 'CaloEoverP' : Input : variable 'CaloBremChi2' <---> Output : variable 'CaloBremChi2' : Input : variable 'CaloBremMatch' <---> Output : variable 'CaloBremMatch' : Input : variable 'CaloChargedEcal' <---> Output : variable 'CaloChargedEcal' : Input : variable 'CaloClusChi2' <---> Output : variable 'CaloClusChi2' : Input : variable 'CaloEcalChi2' <---> Output : variable 'CaloEcalChi2' : Input : variable 'CaloEcalE' <---> Output : variable 'CaloEcalE' : Input : variable 'CaloHcalE' <---> Output : variable 'CaloHcalE' : Input : variable 'CaloElectronMatch' <---> Output : variable 'CaloElectronMatch' : Input : variable 'CaloTrMatch' <---> Output : variable 'CaloTrMatch' : Input : variable 'CaloTrajectoryL' <---> Output : variable 'CaloTrajectoryL' : Input : variable 'CaloNeutralEcal' <---> Output : variable 'CaloNeutralEcal' : Input : variable 'CombDLLe' <---> Output : variable 'CombDLLe' : Input : variable 'CombDLLmu' <---> Output : variable 'CombDLLmu'
Kaon_Long_TMVA : Building Network. : Initializing weights 2018-05-08 12:46:30 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 : 235384 : Signal -- testing events : 100824 : Signal -- training and testing events: 336208 : Background -- training events : 1570135 : Background -- testing events : 672469 : Background -- training and testing events: 2242604 :
DataSetInfo : Correlation matrix (Signal): : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitMatchChi2 TrackFitVeloChi2 TrackFitVeloNDoF TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLd RichDLLbt MuonMVA1 MuonBkgLL MuonMuLL MuonIsMuon MuonNShared MuonChi2Corr InAccMuon MuonIsLooseMuon EcalPIDe EcalPIDmu HcalPIDe HcalPIDmu InAccBrem BremPIDe CaloEoverP CaloBremChi2 CaloBremMatch CaloChargedEcal CaloClusChi2 CaloEcalChi2 CaloEcalE CaloHcalE CaloElectronMatch CaloTrMatch CaloTrajectoryL CaloNeutralEcal CombDLLe CombDLLmu : TrackP: +1.000 +0.576 -0.014 -0.041 +0.073 -0.046 -0.008 -0.027 -0.019 -0.061 -0.325 +0.407 +0.137 +0.512 +0.653 +0.059 +0.046 +0.038 +0.015 +0.019 +0.024 -0.051 -0.046 -0.046 -0.051 -0.076 -0.047 +0.065 -0.046 -0.252 -0.252 -0.214 -0.214 -0.330 -0.330 -0.279 -0.252 -0.196 +0.324 -0.252 +0.125 +0.287 +0.345 +0.125 -0.252 -0.051 -0.079 -0.054 -0.035 : TrackPt: +0.576 +1.000 -0.097 -0.008 -0.119 -0.040 -0.080 -0.025 -0.040 -0.002 +0.160 +0.181 +0.132 +0.355 +0.444 +0.084 +0.077 +0.116 +0.086 +0.092 +0.099 -0.043 -0.078 -0.078 -0.043 -0.074 -0.072 +0.074 -0.078 +0.007 +0.007 -0.002 -0.002 +0.147 +0.147 -0.036 +0.143 +0.085 +0.278 +0.006 +0.267 +0.337 +0.247 +0.267 +0.006 -0.027 -0.012 -0.008 -0.003 : TrackChi2PerDof: -0.014 -0.097 +1.000 -0.057 +0.404 +0.631 +0.290 -0.033 +0.425 -0.104 -0.060 -0.024 -0.062 -0.045 -0.028 -0.028 -0.027 -0.042 -0.038 -0.039 -0.040 +0.016 +0.018 +0.019 +0.016 +0.020 +0.014 -0.048 +0.019 -0.037 -0.037 -0.035 -0.035 -0.055 -0.055 -0.035 -0.047 -0.032 -0.001 -0.038 -0.044 -0.018 +0.015 -0.044 -0.038 -0.004 +0.008 -0.007 -0.005 : TrackNumDof: -0.041 -0.008 -0.057 +1.000 -0.353 +0.012 +0.738 +0.980 +0.023 +0.188 +0.465 +0.072 +0.121 +0.107 +0.080 +0.090 +0.084 +0.096 +0.088 +0.089 +0.090 +0.011 +0.008 +0.008 +0.011 +0.012 +0.016 +0.057 +0.008 +0.133 +0.134 +0.093 +0.093 +0.405 +0.405 +0.129 +0.406 +0.240 +0.012 +0.135 +0.113 +0.040 -0.053 +0.113 +0.135 +0.023 +0.233 +0.023 +0.027 : TrackGhostProbability: +0.073 -0.119 +0.404 -0.353 +1.000 +0.402 -0.148 -0.253 +0.042 -0.182 -0.340 +0.094 -0.028 +0.038 +0.018 -0.057 -0.060 -0.080 -0.076 -0.076 -0.076 +0.017 +0.038 +0.038 +0.017 +0.027 +0.027 +0.026 +0.038 -0.060 -0.060 -0.014 -0.014 -0.316 -0.316 -0.057 -0.278 -0.188 +0.067 -0.061 -0.041 +0.017 +0.126 -0.041 -0.061 +0.001 -0.089 -0.025 -0.019 : TrackFitMatchChi2: -0.046 -0.040 +0.631 +0.012 +0.402 +1.000 +0.020 +0.035 +0.042 -0.079 +0.038 -0.059 -0.035 -0.058 -0.043 -0.004 -0.003 -0.008 -0.006 -0.006 -0.006 +0.027 +0.016 +0.016 +0.027 +0.015 +0.012 -0.039 +0.016 -0.006 -0.006 -0.011 -0.011 +0.040 +0.040 -0.004 +0.033 +0.024 -0.024 -0.006 -0.022 -0.022 -0.023 -0.022 -0.006 +0.001 +0.020 -0.002 -0.001 : TrackFitVeloChi2: -0.008 -0.080 +0.290 +0.738 -0.148 +0.020 +1.000 +0.757 +0.007 +0.028 +0.281 +0.091 +0.075 +0.093 +0.072 +0.053 +0.047 +0.046 +0.041 +0.041 +0.041 +0.007 +0.016 +0.016 +0.007 +0.017 +0.021 +0.047 +0.016 +0.082 +0.082 +0.060 +0.060 +0.226 +0.226 +0.080 +0.244 +0.135 +0.024 +0.083 +0.069 +0.028 -0.015 +0.069 +0.083 +0.018 +0.185 +0.011 +0.018 : TrackFitVeloNDoF: -0.027 -0.025 -0.033 +0.980 -0.253 +0.035 +0.757 +1.000 +0.004 +0.046 +0.437 +0.094 +0.116 +0.123 +0.093 +0.091 +0.085 +0.094 +0.086 +0.087 +0.088 +0.013 +0.015 +0.015 +0.013 +0.016 +0.021 +0.055 +0.015 +0.118 +0.119 +0.085 +0.085 +0.372 +0.371 +0.114 +0.379 +0.220 +0.022 +0.119 +0.108 +0.041 -0.036 +0.108 +0.119 +0.022 +0.228 +0.018 +0.024 : TrackFitTChi2: -0.019 -0.040 +0.425 +0.023 +0.042 +0.042 +0.007 +0.004 +1.000 +0.142 -0.001 -0.028 -0.043 -0.033 -0.019 +0.002 +0.003 -0.005 -0.003 -0.003 -0.004 +0.007 +0.009 +0.009 +0.007 +0.018 +0.006 -0.052 +0.009 -0.027 -0.028 -0.029 -0.029 +0.003 +0.003 -0.026 +0.003 -0.000 +0.005 -0.028 -0.031 -0.005 +0.017 -0.031 -0.028 -0.006 +0.008 +0.005 +0.005 : TrackFitTNDoF: -0.061 -0.002 -0.104 +0.188 -0.182 -0.079 +0.028 +0.046 +0.142 +1.000 +0.066 -0.034 +0.051 -0.036 -0.051 -0.004 -0.004 +0.003 +0.002 +0.002 +0.002 -0.011 -0.019 -0.019 -0.011 -0.016 -0.013 +0.067 -0.019 +0.110 +0.110 +0.095 +0.095 +0.069 +0.069 +0.109 +0.059 +0.041 -0.001 +0.110 +0.045 +0.023 -0.017 +0.045 +0.110 +0.014 +0.021 +0.033 +0.027 : RichUsedR1Gas: -0.325 +0.160 -0.060 +0.465 -0.340 +0.038 +0.281 +0.437 -0.001 +0.066 +1.000 -0.294 +0.038 -0.158 -0.116 +0.195 +0.205 +0.238 +0.230 +0.228 +0.227 +0.019 -0.022 -0.022 +0.019 +0.013 -0.009 -0.090 -0.022 +0.197 +0.197 +0.099 +0.099 +0.844 +0.844 +0.192 +0.750 +0.500 -0.123 +0.199 +0.084 -0.032 -0.221 +0.084 +0.199 +0.019 +0.288 +0.066 +0.054 : RichUsedR2Gas: +0.407 +0.181 -0.024 +0.072 +0.094 -0.059 +0.091 +0.094 -0.028 -0.034 -0.294 +1.000 +0.283 +0.651 +0.402 +0.163 +0.147 +0.174 +0.158 +0.162 +0.163 +0.026 +0.067 +0.067 +0.026 +0.000 +0.058 +0.314 +0.067 +0.056 +0.056 +0.125 +0.125 -0.305 -0.305 +0.051 -0.215 -0.183 +0.271 +0.057 +0.223 +0.188 +0.273 +0.223 +0.057 +0.016 -0.034 +0.027 +0.045 : RichAbovePiThres: +0.137 +0.132 -0.062 +0.121 -0.028 -0.035 +0.075 +0.116 -0.043 +0.051 +0.038 +0.283 +1.000 +0.223 +0.125 +0.491 +0.473 +0.491 +0.487 +0.488 +0.488 +0.031 +0.050 +0.050 +0.031 +0.021 +0.043 +0.327 +0.050 +0.158 +0.158 +0.188 +0.188 +0.027 +0.027 +0.155 +0.050 +0.015 +0.112 +0.158 +0.133 +0.097 +0.098 +0.133 +0.158 +0.022 +0.021 +0.141 +0.134 : RichAboveKaThres: +0.512 +0.355 -0.045 +0.107 +0.038 -0.058 +0.093 +0.123 -0.033 -0.036 -0.158 +0.651 +0.223 +1.000 +0.558 +0.133 +0.115 +0.146 +0.123 +0.128 +0.130 -0.059 -0.050 -0.050 -0.059 -0.105 -0.046 +0.195 -0.050 -0.065 -0.064 -0.017 -0.017 -0.182 -0.182 -0.071 -0.106 -0.111 +0.286 -0.065 +0.221 +0.214 +0.291 +0.221 -0.065 -0.016 -0.006 +0.018 +0.041 : RichAbovePrThres: +0.653 +0.444 -0.028 +0.080 +0.018 -0.043 +0.072 +0.093 -0.019 -0.051 -0.116 +0.402 +0.125 +0.558 +1.000 +0.078 +0.065 +0.082 +0.046 +0.057 +0.059 -0.064 -0.067 -0.067 -0.064 -0.091 -0.066 +0.067 -0.067 -0.188 -0.187 -0.173 -0.173 -0.159 -0.159 -0.198 -0.095 -0.094 +0.277 -0.187 +0.194 +0.216 +0.281 +0.194 -0.187 -0.043 -0.004 +0.005 +0.025 : RichDLLe: +0.059 +0.084 -0.028 +0.090 -0.057 -0.004 +0.053 +0.091 +0.002 -0.004 +0.195 +0.163 +0.491 +0.133 +0.078 +1.000 +0.999 +0.993 +0.993 +0.993 +0.993 -0.006 -0.016 -0.015 -0.006 -0.029 -0.016 +0.024 -0.015 -0.011 -0.010 -0.009 -0.009 +0.160 +0.160 -0.011 +0.146 +0.095 +0.042 -0.010 +0.034 +0.030 +0.046 +0.034 -0.010 -0.006 +0.056 +0.293 +0.292 : RichDLLmu: +0.046 +0.077 -0.027 +0.084 -0.060 -0.003 +0.047 +0.085 +0.003 -0.004 +0.205 +0.147 +0.473 +0.115 +0.065 +0.999 +1.000 +0.993 +0.994 +0.993 +0.994 -0.005 -0.016 -0.016 -0.005 -0.028 -0.016 +0.011 -0.016 -0.014 -0.014 -0.015 -0.015 +0.170 +0.170 -0.015 +0.153 +0.100 +0.034 -0.014 +0.028 +0.023 +0.038 +0.028 -0.014 -0.007 +0.055 +0.293 +0.292 : RichDLLk: +0.038 +0.116 -0.042 +0.096 -0.080 -0.008 +0.046 +0.094 -0.005 +0.003 +0.238 +0.174 +0.491 +0.146 +0.082 +0.993 +0.993 +1.000 +0.998 +0.998 +0.998 -0.008 -0.022 -0.022 -0.008 -0.036 -0.021 +0.030 -0.022 +0.007 +0.007 +0.005 +0.005 +0.206 +0.206 +0.006 +0.184 +0.122 +0.033 +0.008 +0.054 +0.027 +0.030 +0.054 +0.008 -0.006 +0.054 +0.291 +0.288 : RichDLLp: +0.015 +0.086 -0.038 +0.088 -0.076 -0.006 +0.041 +0.086 -0.003 +0.002 +0.230 +0.158 +0.487 +0.123 +0.046 +0.993 +0.994 +0.998 +1.000 +0.999 +0.999 -0.004 -0.017 -0.017 -0.004 -0.032 -0.017 +0.025 -0.017 +0.007 +0.007 +0.006 +0.005 +0.203 +0.203 +0.007 +0.179 +0.120 +0.021 +0.007 +0.035 +0.015 +0.019 +0.035 +0.007 -0.005 +0.051 +0.292 +0.288 : RichDLLd: +0.019 +0.092 -0.039 +0.089 -0.076 -0.006 +0.041 +0.087 -0.003 +0.002 +0.228 +0.162 +0.488 +0.128 +0.057 +0.993 +0.993 +0.998 +0.999 +1.000 +1.000 -0.005 -0.019 -0.019 -0.005 -0.033 -0.018 +0.026 -0.019 +0.005 +0.005 +0.005 +0.005 +0.203 +0.203 +0.006 +0.180 +0.120 +0.022 +0.006 +0.041 +0.016 +0.020 +0.041 +0.006 -0.005 +0.051 +0.291 +0.288 : RichDLLbt: +0.024 +0.099 -0.040 +0.090 -0.076 -0.006 +0.041 +0.088 -0.004 +0.002 +0.227 +0.163 +0.488 +0.130 +0.059 +0.993 +0.994 +0.998 +0.999 +1.000 +1.000 -0.005 -0.019 -0.019 -0.005 -0.033 -0.018 +0.027 -0.019 +0.005 +0.005 +0.005 +0.005 +0.203 +0.203 +0.005 +0.180 +0.121 +0.024 +0.006 +0.042 +0.018 +0.023 +0.042 +0.006 -0.006 +0.050 +0.291 +0.288 : MuonMVA1: -0.051 -0.043 +0.016 +0.011 +0.017 +0.027 +0.007 +0.013 +0.007 -0.011 +0.019 +0.026 +0.031 -0.059 -0.064 -0.006 -0.005 -0.008 -0.004 -0.005 -0.005 +1.000 +0.560 +0.560 +1.000 +0.345 +0.504 +0.067 +0.560 +0.013 +0.013 +0.012 +0.012 +0.014 +0.014 +0.014 +0.023 +0.008 -0.011 +0.014 -0.009 -0.029 +0.001 -0.009 +0.014 +0.006 +0.004 +0.005 +0.018 : MuonBkgLL: -0.046 -0.078 +0.018 +0.008 +0.038 +0.016 +0.016 +0.015 +0.009 -0.019 -0.022 +0.067 +0.050 -0.050 -0.067 -0.016 -0.016 -0.022 -0.017 -0.019 -0.019 +0.560 +1.000 +1.000 +0.560 +0.609 +0.877 +0.120 +1.000 +0.011 +0.011 +0.015 +0.015 -0.029 -0.029 +0.012 -0.010 -0.017 +0.003 +0.012 -0.025 -0.030 +0.020 -0.025 +0.012 +0.009 +0.000 +0.010 +0.028 : MuonMuLL: -0.046 -0.078 +0.019 +0.008 +0.038 +0.016 +0.016 +0.015 +0.009 -0.019 -0.022 +0.067 +0.050 -0.050 -0.067 -0.015 -0.016 -0.022 -0.017 -0.019 -0.019 +0.560 +1.000 +1.000 +0.560 +0.609 +0.877 +0.120 +1.000 +0.011 +0.011 +0.015 +0.015 -0.029 -0.029 +0.012 -0.010 -0.017 +0.003 +0.012 -0.025 -0.030 +0.020 -0.025 +0.012 +0.009 +0.000 +0.010 +0.028 : MuonIsMuon: -0.051 -0.043 +0.016 +0.011 +0.017 +0.027 +0.007 +0.013 +0.007 -0.011 +0.019 +0.026 +0.031 -0.059 -0.064 -0.006 -0.005 -0.008 -0.004 -0.005 -0.005 +1.000 +0.560 +0.560 +1.000 +0.345 +0.504 +0.067 +0.560 +0.013 +0.013 +0.012 +0.012 +0.014 +0.014 +0.014 +0.023 +0.008 -0.011 +0.014 -0.009 -0.029 +0.001 -0.009 +0.014 +0.006 +0.004 +0.005 +0.018 : MuonNShared: -0.076 -0.074 +0.020 +0.012 +0.027 +0.015 +0.017 +0.016 +0.018 -0.016 +0.013 +0.000 +0.021 -0.105 -0.091 -0.029 -0.028 -0.036 -0.032 -0.033 -0.033 +0.345 +0.609 +0.609 +0.345 +1.000 +0.573 +0.073 +0.609 +0.033 +0.033 +0.041 +0.041 +0.007 +0.007 +0.035 +0.026 +0.004 -0.002 +0.033 -0.026 -0.016 +0.014 -0.026 +0.033 +0.014 +0.015 +0.006 +0.013 : MuonChi2Corr: -0.047 -0.072 +0.014 +0.016 +0.027 +0.012 +0.021 +0.021 +0.006 -0.013 -0.009 +0.058 +0.043 -0.046 -0.066 -0.016 -0.016 -0.021 -0.017 -0.018 -0.018 +0.504 +0.877 +0.877 +0.504 +0.573 +1.000 +0.105 +0.876 +0.012 +0.012 +0.017 +0.017 -0.014 -0.015 +0.014 +0.000 -0.008 +0.000 +0.013 -0.024 -0.026 +0.013 -0.024 +0.013 +0.008 +0.004 +0.009 +0.022 : InAccMuon: +0.065 +0.074 -0.048 +0.057 +0.026 -0.039 +0.047 +0.055 -0.052 +0.067 -0.090 +0.314 +0.327 +0.195 +0.067 +0.024 +0.011 +0.030 +0.025 +0.026 +0.027 +0.067 +0.120 +0.120 +0.067 +0.073 +0.105 +1.000 +0.120 +0.591 +0.591 +0.680 +0.680 -0.087 -0.087 +0.583 -0.055 -0.053 +0.226 +0.591 +0.338 +0.213 +0.187 +0.338 +0.591 +0.092 +0.000 +0.089 +0.084 : MuonIsLooseMuon: -0.046 -0.078 +0.019 +0.008 +0.038 +0.016 +0.016 +0.015 +0.009 -0.019 -0.022 +0.067 +0.050 -0.050 -0.067 -0.015 -0.016 -0.022 -0.017 -0.019 -0.019 +0.560 +1.000 +1.000 +0.560 +0.609 +0.876 +0.120 +1.000 +0.011 +0.011 +0.015 +0.015 -0.029 -0.029 +0.012 -0.010 -0.017 +0.003 +0.012 -0.025 -0.030 +0.020 -0.025 +0.012 +0.009 +0.000 +0.010 +0.028 : EcalPIDe: -0.252 +0.007 -0.037 +0.133 -0.060 -0.006 +0.082 +0.118 -0.027 +0.110 +0.197 +0.056 +0.158 -0.065 -0.188 -0.011 -0.014 +0.007 +0.007 +0.005 +0.005 +0.013 +0.011 +0.011 +0.013 +0.033 +0.012 +0.591 +0.011 +1.000 +1.000 +0.791 +0.791 +0.225 +0.225 +0.987 +0.205 +0.132 +0.316 +0.999 +0.513 +0.310 +0.139 +0.513 +0.999 +0.146 +0.103 +0.070 +0.050 : EcalPIDmu: -0.252 +0.007 -0.037 +0.134 -0.060 -0.006 +0.082 +0.119 -0.028 +0.110 +0.197 +0.056 +0.158 -0.064 -0.187 -0.010 -0.014 +0.007 +0.007 +0.005 +0.005 +0.013 +0.011 +0.011 +0.013 +0.033 +0.012 +0.591 +0.011 +1.000 +1.000 +0.791 +0.791 +0.226 +0.226 +0.987 +0.205 +0.133 +0.314 +0.999 +0.517 +0.307 +0.140 +0.517 +0.999 +0.145 +0.103 +0.070 +0.050 : HcalPIDe: -0.214 -0.002 -0.035 +0.093 -0.014 -0.011 +0.060 +0.085 -0.029 +0.095 +0.099 +0.125 +0.188 -0.017 -0.173 -0.009 -0.015 +0.005 +0.006 +0.005 +0.005 +0.012 +0.015 +0.015 +0.012 +0.041 +0.017 +0.680 +0.015 +0.791 +0.791 +1.000 +1.000 +0.101 +0.101 +0.782 +0.093 +0.059 +0.221 +0.791 +0.415 +0.229 +0.271 +0.415 +0.791 +0.121 +0.041 +0.055 +0.042 : HcalPIDmu: -0.214 -0.002 -0.035 +0.093 -0.014 -0.011 +0.060 +0.085 -0.029 +0.095 +0.099 +0.125 +0.188 -0.017 -0.173 -0.009 -0.015 +0.005 +0.005 +0.005 +0.005 +0.012 +0.015 +0.015 +0.012 +0.041 +0.017 +0.680 +0.015 +0.791 +0.791 +1.000 +1.000 +0.101 +0.101 +0.782 +0.093 +0.059 +0.222 +0.791 +0.415 +0.229 +0.271 +0.415 +0.791 +0.121 +0.042 +0.055 +0.042 : InAccBrem: -0.330 +0.147 -0.055 +0.405 -0.316 +0.040 +0.226 +0.372 +0.003 +0.069 +0.844 -0.305 +0.027 -0.182 -0.159 +0.160 +0.170 +0.206 +0.203 +0.203 +0.203 +0.014 -0.029 -0.029 +0.014 +0.007 -0.014 -0.087 -0.029 +0.225 +0.226 +0.101 +0.101 +1.000 +1.000 +0.219 +0.891 +0.593 -0.106 +0.227 +0.099 -0.018 -0.225 +0.099 +0.227 +0.023 +0.374 +0.060 +0.046 : BremPIDe: -0.330 +0.147 -0.055 +0.405 -0.316 +0.040 +0.226 +0.371 +0.003 +0.069 +0.844 -0.305 +0.027 -0.182 -0.159 +0.160 +0.170 +0.206 +0.203 +0.203 +0.203 +0.014 -0.029 -0.029 +0.014 +0.007 -0.015 -0.087 -0.029 +0.225 +0.226 +0.101 +0.101 +1.000 +1.000 +0.219 +0.890 +0.593 -0.106 +0.227 +0.099 -0.018 -0.225 +0.099 +0.227 +0.023 +0.374 +0.060 +0.046 : CaloEoverP: -0.279 -0.036 -0.035 +0.129 -0.057 -0.004 +0.080 +0.114 -0.026 +0.109 +0.192 +0.051 +0.155 -0.071 -0.198 -0.011 -0.015 +0.006 +0.007 +0.006 +0.005 +0.014 +0.012 +0.012 +0.014 +0.035 +0.014 +0.583 +0.012 +0.987 +0.987 +0.782 +0.782 +0.219 +0.219 +1.000 +0.198 +0.129 +0.320 +0.986 +0.522 +0.306 +0.107 +0.522 +0.986 +0.147 +0.102 +0.070 +0.049 : CaloBremChi2: -0.252 +0.143 -0.047 +0.406 -0.278 +0.033 +0.244 +0.379 +0.003 +0.059 +0.750 -0.215 +0.050 -0.106 -0.095 +0.146 +0.153 +0.184 +0.179 +0.180 +0.180 +0.023 -0.010 -0.010 +0.023 +0.026 +0.000 -0.055 -0.010 +0.205 +0.205 +0.093 +0.093 +0.891 +0.890 +0.198 +1.000 +0.543 -0.053 +0.206 +0.110 +0.014 -0.169 +0.110 +0.206 +0.027 +0.313 +0.045 +0.042 : CaloBremMatch: -0.196 +0.085 -0.032 +0.240 -0.188 +0.024 +0.135 +0.220 -0.000 +0.041 +0.500 -0.183 +0.015 -0.111 -0.094 +0.095 +0.100 +0.122 +0.120 +0.120 +0.121 +0.008 -0.017 -0.017 +0.008 +0.004 -0.008 -0.053 -0.017 +0.132 +0.133 +0.059 +0.059 +0.593 +0.593 +0.129 +0.543 +1.000 -0.064 +0.134 +0.060 -0.012 -0.134 +0.060 +0.134 +0.014 +0.255 +0.034 +0.027 : CaloChargedEcal: +0.324 +0.278 -0.001 +0.012 +0.067 -0.024 +0.024 +0.022 +0.005 -0.001 -0.123 +0.271 +0.112 +0.286 +0.277 +0.042 +0.034 +0.033 +0.021 +0.022 +0.024 -0.011 +0.003 +0.003 -0.011 -0.002 +0.000 +0.226 +0.003 +0.316 +0.314 +0.221 +0.222 -0.106 -0.106 +0.320 -0.053 -0.064 +1.000 +0.309 +0.223 +0.803 +0.328 +0.223 +0.309 +0.037 +0.015 +0.024 +0.001 : CaloClusChi2: -0.252 +0.006 -0.038 +0.135 -0.061 -0.006 +0.083 +0.119 -0.028 +0.110 +0.199 +0.057 +0.158 -0.065 -0.187 -0.010 -0.014 +0.008 +0.007 +0.006 +0.006 +0.014 +0.012 +0.012 +0.014 +0.033 +0.013 +0.591 +0.012 +0.999 +0.999 +0.791 +0.791 +0.227 +0.227 +0.986 +0.206 +0.134 +0.309 +1.000 +0.527 +0.301 +0.140 +0.527 +1.000 +0.144 +0.103 +0.069 +0.050 : CaloEcalChi2: +0.125 +0.267 -0.044 +0.113 -0.041 -0.022 +0.069 +0.108 -0.031 +0.045 +0.084 +0.223 +0.133 +0.221 +0.194 +0.034 +0.028 +0.054 +0.035 +0.041 +0.042 -0.009 -0.025 -0.025 -0.009 -0.026 -0.024 +0.338 -0.025 +0.513 +0.517 +0.415 +0.415 +0.099 +0.099 +0.522 +0.110 +0.060 +0.223 +0.527 +1.000 +0.117 +0.328 +1.000 +0.527 +0.045 +0.051 -0.003 +0.036 : CaloEcalE: +0.287 +0.337 -0.018 +0.040 +0.017 -0.022 +0.028 +0.041 -0.005 +0.023 -0.032 +0.188 +0.097 +0.214 +0.216 +0.030 +0.023 +0.027 +0.015 +0.016 +0.018 -0.029 -0.030 -0.030 -0.029 -0.016 -0.026 +0.213 -0.030 +0.310 +0.307 +0.229 +0.229 -0.018 -0.018 +0.306 +0.014 -0.012 +0.803 +0.301 +0.117 +1.000 +0.219 +0.117 +0.301 +0.046 +0.027 +0.035 -0.006 : CaloHcalE: +0.345 +0.247 +0.015 -0.053 +0.126 -0.023 -0.015 -0.036 +0.017 -0.017 -0.221 +0.273 +0.098 +0.291 +0.281 +0.046 +0.038 +0.030 +0.019 +0.020 +0.023 +0.001 +0.020 +0.020 +0.001 +0.014 +0.013 +0.187 +0.020 +0.139 +0.140 +0.271 +0.271 -0.225 -0.225 +0.107 -0.169 -0.134 +0.328 +0.140 +0.328 +0.219 +1.000 +0.328 +0.140 +0.011 -0.051 -0.013 +0.008 : CaloElectronMatch: +0.125 +0.267 -0.044 +0.113 -0.041 -0.022 +0.069 +0.108 -0.031 +0.045 +0.084 +0.223 +0.133 +0.221 +0.194 +0.034 +0.028 +0.054 +0.035 +0.041 +0.042 -0.009 -0.025 -0.025 -0.009 -0.026 -0.024 +0.338 -0.025 +0.513 +0.517 +0.415 +0.415 +0.099 +0.099 +0.522 +0.110 +0.060 +0.223 +0.527 +1.000 +0.117 +0.328 +1.000 +0.527 +0.045 +0.051 -0.003 +0.036 : CaloTrMatch: -0.252 +0.006 -0.038 +0.135 -0.061 -0.006 +0.083 +0.119 -0.028 +0.110 +0.199 +0.057 +0.158 -0.065 -0.187 -0.010 -0.014 +0.008 +0.007 +0.006 +0.006 +0.014 +0.012 +0.012 +0.014 +0.033 +0.013 +0.591 +0.012 +0.999 +0.999 +0.791 +0.791 +0.227 +0.227 +0.986 +0.206 +0.134 +0.309 +1.000 +0.527 +0.301 +0.140 +0.527 +1.000 +0.144 +0.103 +0.069 +0.050 : CaloTrajectoryL: -0.051 -0.027 -0.004 +0.023 +0.001 +0.001 +0.018 +0.022 -0.006 +0.014 +0.019 +0.016 +0.022 -0.016 -0.043 -0.006 -0.007 -0.006 -0.005 -0.005 -0.006 +0.006 +0.009 +0.009 +0.006 +0.014 +0.008 +0.092 +0.009 +0.146 +0.145 +0.121 +0.121 +0.023 +0.023 +0.147 +0.027 +0.014 +0.037 +0.144 +0.045 +0.046 +0.011 +0.045 +0.144 +1.000 +0.017 +0.010 +0.008 : CaloNeutralEcal: -0.079 -0.012 +0.008 +0.233 -0.089 +0.020 +0.185 +0.228 +0.008 +0.021 +0.288 -0.034 +0.021 -0.006 -0.004 +0.056 +0.055 +0.054 +0.051 +0.051 +0.050 +0.004 +0.000 +0.000 +0.004 +0.015 +0.004 +0.000 +0.000 +0.103 +0.103 +0.041 +0.042 +0.374 +0.374 +0.102 +0.313 +0.255 +0.015 +0.103 +0.051 +0.027 -0.051 +0.051 +0.103 +0.017 +1.000 +0.025 +0.022 : CombDLLe: -0.054 -0.008 -0.007 +0.023 -0.025 -0.002 +0.011 +0.018 +0.005 +0.033 +0.066 +0.027 +0.141 +0.018 +0.005 +0.293 +0.293 +0.291 +0.292 +0.291 +0.291 +0.005 +0.010 +0.010 +0.005 +0.006 +0.009 +0.089 +0.010 +0.070 +0.070 +0.055 +0.055 +0.060 +0.060 +0.070 +0.045 +0.034 +0.024 +0.069 -0.003 +0.035 -0.013 -0.003 +0.069 +0.010 +0.025 +1.000 +0.989 : CombDLLmu: -0.035 -0.003 -0.005 +0.027 -0.019 -0.001 +0.018 +0.024 +0.005 +0.027 +0.054 +0.045 +0.134 +0.041 +0.025 +0.292 +0.292 +0.288 +0.288 +0.288 +0.288 +0.018 +0.028 +0.028 +0.018 +0.013 +0.022 +0.084 +0.028 +0.050 +0.050 +0.042 +0.042 +0.046 +0.046 +0.049 +0.042 +0.027 +0.001 +0.050 +0.036 -0.006 +0.008 +0.036 +0.050 +0.008 +0.022 +0.989 +1.000 : -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
DataSetInfo : Correlation matrix (Background): : ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- : TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitMatchChi2 TrackFitVeloChi2 TrackFitVeloNDoF TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLd RichDLLbt MuonMVA1 MuonBkgLL MuonMuLL MuonIsMuon MuonNShared MuonChi2Corr InAccMuon MuonIsLooseMuon EcalPIDe EcalPIDmu HcalPIDe HcalPIDmu InAccBrem BremPIDe CaloEoverP CaloBremChi2 CaloBremMatch CaloChargedEcal CaloClusChi2 CaloEcalChi2 CaloEcalE CaloHcalE CaloElectronMatch CaloTrMatch CaloTrajectoryL CaloNeutralEcal CombDLLe CombDLLmu : TrackP: +1.000 +0.689 -0.028 -0.048 -0.025 -0.042 -0.028 -0.038 -0.026 -0.028 -0.223 +0.344 +0.147 +0.428 +0.513 +0.068 +0.059 +0.042 +0.043 +0.044 +0.045 +0.067 +0.045 +0.045 +0.067 -0.033 +0.027 +0.128 +0.045 -0.076 -0.076 -0.036 -0.036 -0.223 -0.223 -0.112 -0.174 -0.219 +0.362 -0.075 +0.140 +0.344 +0.258 +0.140 -0.075 -0.024 -0.062 -0.005 +0.013 : TrackPt: +0.689 +1.000 -0.060 -0.001 -0.145 -0.029 -0.041 -0.011 -0.025 +0.002 +0.084 +0.117 +0.093 +0.219 +0.286 +0.058 +0.057 +0.046 +0.048 +0.048 +0.049 +0.115 +0.058 +0.059 +0.114 -0.018 +0.037 +0.066 +0.059 +0.019 +0.020 +0.022 +0.022 +0.080 +0.080 -0.037 +0.079 +0.076 +0.227 +0.020 +0.137 +0.279 +0.092 +0.137 +0.020 -0.016 -0.012 +0.007 +0.017 : TrackChi2PerDof: -0.028 -0.060 +1.000 -0.063 +0.056 +0.660 +0.275 -0.037 +0.401 -0.107 -0.039 -0.040 -0.078 -0.051 -0.032 -0.027 -0.030 -0.028 -0.029 -0.029 -0.029 +0.020 +0.019 +0.019 +0.020 +0.019 +0.014 -0.066 +0.019 -0.052 -0.052 -0.051 -0.051 -0.038 -0.038 -0.049 -0.034 -0.037 -0.011 -0.052 -0.050 -0.019 +0.004 -0.050 -0.052 -0.006 +0.016 -0.010 -0.005 : TrackNumDof: -0.048 -0.001 -0.063 +1.000 -0.045 +0.017 +0.736 +0.980 +0.023 +0.186 +0.480 -0.026 +0.147 +0.046 +0.033 +0.121 +0.121 +0.115 +0.115 +0.115 +0.116 +0.010 +0.008 +0.008 +0.010 +0.014 +0.014 +0.036 +0.008 +0.089 +0.090 +0.053 +0.054 +0.417 +0.417 +0.088 +0.415 +0.409 -0.035 +0.090 +0.064 +0.001 -0.111 +0.064 +0.090 +0.019 +0.203 +0.029 +0.022 : TrackGhostProbability: -0.025 -0.145 +0.056 -0.045 +1.000 +0.054 -0.019 -0.032 +0.004 -0.022 -0.043 +0.016 -0.004 +0.005 -0.000 -0.009 -0.010 -0.010 -0.010 -0.010 -0.010 +0.000 +0.004 +0.004 +0.000 +0.004 +0.003 +0.004 +0.004 -0.003 -0.003 +0.003 +0.003 -0.040 -0.040 -0.003 -0.036 -0.039 +0.004 -0.003 -0.006 -0.010 +0.020 -0.006 -0.003 +0.001 -0.009 -0.003 -0.002 : TrackFitMatchChi2: -0.042 -0.029 +0.660 +0.017 +0.054 +1.000 +0.020 +0.044 +0.038 -0.091 +0.046 -0.072 -0.054 -0.061 -0.039 -0.001 -0.001 +0.001 +0.000 +0.000 +0.000 +0.045 +0.029 +0.030 +0.045 +0.019 +0.021 -0.064 +0.030 -0.037 -0.037 -0.044 -0.044 +0.043 +0.043 -0.035 +0.036 +0.041 -0.028 -0.037 -0.038 -0.023 -0.030 -0.038 -0.037 -0.005 +0.028 -0.004 +0.000 : TrackFitVeloChi2: -0.028 -0.041 +0.275 +0.736 -0.019 +0.020 +1.000 +0.754 +0.004 +0.033 +0.299 +0.013 +0.100 +0.045 +0.029 +0.080 +0.077 +0.071 +0.071 +0.071 +0.071 +0.001 +0.010 +0.010 +0.001 +0.016 +0.015 +0.037 +0.010 +0.064 +0.064 +0.045 +0.045 +0.243 +0.243 +0.064 +0.255 +0.240 -0.011 +0.064 +0.042 +0.004 -0.056 +0.042 +0.064 +0.018 +0.163 +0.022 +0.017 : TrackFitVeloNDoF: -0.038 -0.011 -0.037 +0.980 -0.032 +0.044 +0.754 +1.000 +0.004 +0.048 +0.454 -0.005 +0.139 +0.062 +0.044 +0.127 +0.126 +0.119 +0.120 +0.120 +0.120 +0.011 +0.013 +0.013 +0.011 +0.017 +0.018 +0.030 +0.013 +0.073 +0.074 +0.044 +0.045 +0.386 +0.386 +0.072 +0.389 +0.380 -0.024 +0.074 +0.059 +0.003 -0.090 +0.059 +0.074 +0.017 +0.199 +0.027 +0.021 : TrackFitTChi2: -0.026 -0.025 +0.401 +0.023 +0.004 +0.038 +0.004 +0.004 +1.000 +0.142 +0.017 -0.048 -0.063 -0.043 -0.025 +0.006 +0.005 +0.007 +0.007 +0.006 +0.006 -0.007 -0.005 -0.005 -0.007 +0.011 -0.005 -0.085 -0.005 -0.057 -0.057 -0.064 -0.064 +0.020 +0.020 -0.055 +0.016 +0.019 -0.014 -0.058 -0.048 -0.017 -0.002 -0.048 -0.058 -0.011 +0.014 -0.002 -0.001 : TrackFitTNDoF: -0.028 +0.002 -0.107 +0.186 -0.022 -0.091 +0.033 +0.048 +0.142 +1.000 +0.038 -0.023 +0.092 -0.027 -0.040 -0.024 -0.024 -0.023 -0.023 -0.023 -0.023 -0.006 -0.012 -0.012 -0.006 -0.014 -0.010 +0.095 -0.012 +0.135 +0.135 +0.110 +0.110 +0.042 +0.042 +0.133 +0.040 +0.043 +0.005 +0.134 +0.063 +0.024 -0.017 +0.063 +0.134 +0.023 +0.013 +0.015 +0.006 : RichUsedR1Gas: -0.223 +0.084 -0.039 +0.480 -0.043 +0.046 +0.299 +0.454 +0.017 +0.038 +1.000 -0.369 +0.037 -0.166 -0.096 +0.282 +0.295 +0.296 +0.294 +0.293 +0.293 +0.016 -0.025 -0.025 +0.016 -0.001 -0.015 -0.174 -0.025 +0.019 +0.020 -0.065 -0.065 +0.856 +0.856 +0.016 +0.770 +0.835 -0.177 +0.021 -0.033 -0.085 -0.291 -0.033 +0.021 -0.007 +0.268 +0.066 +0.054 : RichUsedR2Gas: +0.344 +0.117 -0.040 -0.026 +0.016 -0.072 +0.013 -0.005 -0.048 -0.023 -0.369 +1.000 +0.345 +0.644 +0.361 +0.178 +0.175 +0.152 +0.158 +0.159 +0.160 +0.065 +0.102 +0.102 +0.065 +0.020 +0.089 +0.385 +0.102 +0.159 +0.160 +0.244 +0.244 -0.378 -0.378 +0.155 -0.289 -0.371 +0.289 +0.162 +0.300 +0.186 +0.341 +0.300 +0.162 +0.039 -0.080 +0.025 +0.039 : RichAbovePiThres: +0.147 +0.093 -0.078 +0.147 -0.004 -0.054 +0.100 +0.139 -0.063 +0.092 +0.037 +0.345 +1.000 +0.251 +0.135 +0.456 +0.447 +0.446 +0.448 +0.449 +0.449 +0.061 +0.088 +0.088 +0.061 +0.039 +0.076 +0.449 +0.088 +0.302 +0.302 +0.334 +0.334 +0.012 +0.012 +0.298 +0.048 +0.010 +0.149 +0.302 +0.236 +0.118 +0.156 +0.236 +0.302 +0.053 +0.013 +0.097 +0.077 : RichAboveKaThres: +0.428 +0.219 -0.051 +0.046 +0.005 -0.061 +0.045 +0.062 -0.043 -0.027 -0.166 +0.644 +0.251 +1.000 +0.538 +0.136 +0.130 +0.091 +0.100 +0.103 +0.103 +0.005 +0.007 +0.007 +0.005 -0.071 +0.001 +0.239 +0.007 +0.007 +0.007 +0.068 +0.068 -0.196 -0.196 -0.001 -0.128 -0.194 +0.285 +0.008 +0.255 +0.190 +0.343 +0.255 +0.008 -0.004 -0.034 +0.018 +0.040 : RichAbovePrThres: +0.513 +0.286 -0.032 +0.033 -0.000 -0.039 +0.029 +0.044 -0.025 -0.040 -0.096 +0.361 +0.135 +0.538 +1.000 +0.088 +0.075 +0.040 +0.047 +0.051 +0.052 +0.014 -0.002 -0.002 +0.014 -0.060 -0.012 +0.100 -0.002 -0.125 -0.124 -0.097 -0.097 -0.132 -0.132 -0.138 -0.083 -0.131 +0.239 -0.124 +0.181 +0.171 +0.266 +0.181 -0.124 -0.037 -0.019 +0.016 +0.039 : RichDLLe: +0.068 +0.058 -0.027 +0.121 -0.009 -0.001 +0.080 +0.127 +0.006 -0.024 +0.282 +0.178 +0.456 +0.136 +0.088 +1.000 +0.999 +0.996 +0.997 +0.997 +0.997 -0.000 -0.022 -0.022 -0.000 -0.039 -0.023 -0.018 -0.022 -0.044 -0.044 -0.041 -0.041 +0.227 +0.227 -0.045 +0.208 +0.221 +0.037 -0.044 +0.021 +0.017 +0.060 +0.021 -0.044 -0.013 +0.070 +0.227 +0.221 : RichDLLmu: +0.059 +0.057 -0.030 +0.121 -0.010 -0.001 +0.077 +0.126 +0.005 -0.024 +0.295 +0.175 +0.447 +0.130 +0.075 +0.999 +1.000 +0.997 +0.998 +0.998 +0.998 -0.000 -0.024 -0.024 -0.000 -0.041 -0.024 -0.023 -0.024 -0.045 -0.045 -0.043 -0.043 +0.241 +0.241 -0.046 +0.219 +0.235 +0.030 -0.044 +0.019 +0.012 +0.052 +0.019 -0.044 -0.013 +0.069 +0.226 +0.221 : RichDLLk: +0.042 +0.046 -0.028 +0.115 -0.010 +0.001 +0.071 +0.119 +0.007 -0.023 +0.296 +0.152 +0.446 +0.091 +0.040 +0.996 +0.997 +1.000 +1.000 +0.999 +0.999 -0.003 -0.024 -0.024 -0.003 -0.037 -0.023 -0.030 -0.024 -0.045 -0.045 -0.044 -0.044 +0.246 +0.246 -0.045 +0.222 +0.240 +0.018 -0.044 +0.003 +0.003 +0.039 +0.003 -0.044 -0.012 +0.065 +0.226 +0.218 : RichDLLp: +0.043 +0.048 -0.029 +0.115 -0.010 +0.000 +0.071 +0.120 +0.007 -0.023 +0.294 +0.158 +0.448 +0.100 +0.047 +0.997 +0.998 +1.000 +1.000 +1.000 +1.000 -0.003 -0.024 -0.024 -0.003 -0.038 -0.024 -0.027 -0.024 -0.044 -0.044 -0.043 -0.043 +0.246 +0.246 -0.044 +0.222 +0.239 +0.020 -0.043 +0.006 +0.004 +0.040 +0.006 -0.043 -0.012 +0.064 +0.226 +0.219 : RichDLLd: +0.044 +0.048 -0.029 +0.115 -0.010 +0.000 +0.071 +0.120 +0.006 -0.023 +0.293 +0.159 +0.449 +0.103 +0.051 +0.997 +0.998 +0.999 +1.000 +1.000 +1.000 -0.003 -0.024 -0.024 -0.003 -0.039 -0.024 -0.027 -0.024 -0.045 -0.045 -0.043 -0.043 +0.246 +0.246 -0.045 +0.222 +0.239 +0.020 -0.044 +0.008 +0.004 +0.041 +0.008 -0.044 -0.013 +0.064 +0.226 +0.219 : RichDLLbt: +0.045 +0.049 -0.029 +0.116 -0.010 +0.000 +0.071 +0.120 +0.006 -0.023 +0.293 +0.160 +0.449 +0.103 +0.052 +0.997 +0.998 +0.999 +1.000 +1.000 +1.000 -0.002 -0.024 -0.024 -0.002 -0.039 -0.024 -0.027 -0.024 -0.045 -0.045 -0.043 -0.043 +0.246 +0.246 -0.045 +0.222 +0.239 +0.020 -0.044 +0.009 +0.004 +0.042 +0.009 -0.044 -0.013 +0.064 +0.226 +0.219 : MuonMVA1: +0.067 +0.115 +0.020 +0.010 +0.000 +0.045 +0.001 +0.011 -0.007 -0.006 +0.016 +0.065 +0.061 +0.005 +0.014 -0.000 -0.000 -0.003 -0.003 -0.003 -0.002 +1.000 +0.613 +0.613 +1.000 +0.304 +0.536 +0.101 +0.613 +0.049 +0.050 +0.059 +0.059 +0.011 +0.011 +0.034 +0.021 +0.011 -0.004 +0.051 +0.086 -0.020 +0.017 +0.086 +0.051 +0.006 -0.000 +0.005 +0.030 : MuonBkgLL: +0.045 +0.058 +0.019 +0.008 +0.004 +0.029 +0.010 +0.013 -0.005 -0.012 -0.025 +0.102 +0.088 +0.007 -0.002 -0.022 -0.024 -0.024 -0.024 -0.024 -0.024 +0.613 +1.000 +1.000 +0.613 +0.605 +0.879 +0.165 +1.000 +0.072 +0.072 +0.092 +0.092 -0.035 -0.035 +0.063 -0.013 -0.033 +0.021 +0.074 +0.070 -0.006 +0.049 +0.070 +0.074 +0.016 -0.003 +0.011 +0.032 : MuonMuLL: +0.045 +0.059 +0.019 +0.008 +0.004 +0.030 +0.010 +0.013 -0.005 -0.012 -0.025 +0.102 +0.088 +0.007 -0.002 -0.022 -0.024 -0.024 -0.024 -0.024 -0.024 +0.613 +1.000 +1.000 +0.613 +0.605 +0.879 +0.165 +1.000 +0.072 +0.072 +0.092 +0.092 -0.035 -0.035 +0.062 -0.013 -0.033 +0.021 +0.074 +0.070 -0.006 +0.049 +0.070 +0.074 +0.016 -0.003 +0.011 +0.032 : MuonIsMuon: +0.067 +0.114 +0.020 +0.010 +0.000 +0.045 +0.001 +0.011 -0.007 -0.006 +0.016 +0.065 +0.061 +0.005 +0.014 -0.000 -0.000 -0.003 -0.003 -0.003 -0.002 +1.000 +0.613 +0.613 +1.000 +0.304 +0.536 +0.101 +0.613 +0.049 +0.050 +0.059 +0.059 +0.011 +0.011 +0.034 +0.021 +0.011 -0.004 +0.051 +0.086 -0.020 +0.017 +0.086 +0.051 +0.006 -0.000 +0.005 +0.030 : MuonNShared: -0.033 -0.018 +0.019 +0.014 +0.004 +0.019 +0.016 +0.017 +0.011 -0.014 -0.001 +0.020 +0.039 -0.071 -0.060 -0.039 -0.041 -0.037 -0.038 -0.039 -0.039 +0.304 +0.605 +0.605 +0.304 +1.000 +0.581 +0.100 +0.604 +0.060 +0.060 +0.076 +0.076 -0.009 -0.009 +0.060 +0.014 -0.010 +0.013 +0.060 +0.011 +0.004 +0.034 +0.011 +0.060 +0.020 +0.012 +0.008 +0.012 : MuonChi2Corr: +0.027 +0.037 +0.014 +0.014 +0.003 +0.021 +0.015 +0.018 -0.005 -0.010 -0.015 +0.089 +0.076 +0.001 -0.012 -0.023 -0.024 -0.023 -0.024 -0.024 -0.024 +0.536 +0.879 +0.879 +0.536 +0.581 +1.000 +0.145 +0.879 +0.064 +0.064 +0.082 +0.082 -0.023 -0.023 +0.058 -0.004 -0.021 +0.017 +0.066 +0.053 -0.005 +0.039 +0.053 +0.066 +0.016 +0.001 +0.010 +0.025 : InAccMuon: +0.128 +0.066 -0.066 +0.036 +0.004 -0.064 +0.037 +0.030 -0.085 +0.095 -0.174 +0.385 +0.449 +0.239 +0.100 -0.018 -0.023 -0.030 -0.027 -0.027 -0.027 +0.101 +0.165 +0.165 +0.101 +0.100 +0.145 +1.000 +0.165 +0.670 +0.671 +0.812 +0.812 -0.182 -0.182 +0.664 -0.126 -0.178 +0.242 +0.671 +0.433 +0.205 +0.242 +0.433 +0.671 +0.124 -0.033 +0.080 +0.067 : MuonIsLooseMuon: +0.045 +0.059 +0.019 +0.008 +0.004 +0.030 +0.010 +0.013 -0.005 -0.012 -0.025 +0.102 +0.088 +0.007 -0.002 -0.022 -0.024 -0.024 -0.024 -0.024 -0.024 +0.613 +1.000 +1.000 +0.613 +0.604 +0.879 +0.165 +1.000 +0.072 +0.072 +0.092 +0.092 -0.035 -0.035 +0.062 -0.013 -0.033 +0.021 +0.074 +0.070 -0.006 +0.049 +0.070 +0.074 +0.016 -0.003 +0.011 +0.032 : EcalPIDe: -0.076 +0.019 -0.052 +0.089 -0.003 -0.037 +0.064 +0.073 -0.057 +0.135 +0.019 +0.159 +0.302 +0.007 -0.125 -0.044 -0.045 -0.045 -0.044 -0.045 -0.045 +0.049 +0.072 +0.072 +0.049 +0.060 +0.064 +0.670 +0.072 +1.000 +1.000 +0.795 +0.795 +0.029 +0.029 +0.991 +0.049 +0.028 +0.284 +0.999 +0.572 +0.257 +0.162 +0.572 +0.999 +0.173 +0.034 +0.082 +0.057 : EcalPIDmu: -0.076 +0.020 -0.052 +0.090 -0.003 -0.037 +0.064 +0.074 -0.057 +0.135 +0.020 +0.160 +0.302 +0.007 -0.124 -0.044 -0.045 -0.045 -0.044 -0.045 -0.045 +0.050 +0.072 +0.072 +0.050 +0.060 +0.064 +0.671 +0.072 +1.000 +1.000 +0.795 +0.795 +0.030 +0.030 +0.991 +0.049 +0.028 +0.283 +0.999 +0.575 +0.255 +0.163 +0.575 +0.999 +0.173 +0.034 +0.082 +0.057 : HcalPIDe: -0.036 +0.022 -0.051 +0.053 +0.003 -0.044 +0.045 +0.044 -0.064 +0.110 -0.065 +0.244 +0.334 +0.068 -0.097 -0.041 -0.043 -0.044 -0.043 -0.043 -0.043 +0.059 +0.092 +0.092 +0.059 +0.076 +0.082 +0.812 +0.092 +0.795 +0.795 +1.000 +1.000 -0.070 -0.070 +0.788 -0.039 -0.069 +0.233 +0.795 +0.481 +0.210 +0.289 +0.481 +0.795 +0.144 -0.005 +0.063 +0.045 : HcalPIDmu: -0.036 +0.022 -0.051 +0.054 +0.003 -0.044 +0.045 +0.045 -0.064 +0.110 -0.065 +0.244 +0.334 +0.068 -0.097 -0.041 -0.043 -0.044 -0.043 -0.043 -0.043 +0.059 +0.092 +0.092 +0.059 +0.076 +0.082 +0.812 +0.092 +0.795 +0.795 +1.000 +1.000 -0.070 -0.070 +0.788 -0.039 -0.069 +0.233 +0.795 +0.481 +0.210 +0.289 +0.481 +0.795 +0.144 -0.005 +0.063 +0.045 : InAccBrem: -0.223 +0.080 -0.038 +0.417 -0.040 +0.043 +0.243 +0.386 +0.020 +0.042 +0.856 -0.378 +0.012 -0.196 -0.132 +0.227 +0.241 +0.246 +0.246 +0.246 +0.246 +0.011 -0.035 -0.035 +0.011 -0.009 -0.023 -0.182 -0.035 +0.029 +0.030 -0.070 -0.070 +1.000 +1.000 +0.026 +0.902 +0.976 -0.167 +0.031 -0.025 -0.079 -0.291 -0.025 +0.031 -0.005 +0.344 +0.059 +0.046 : BremPIDe: -0.223 +0.080 -0.038 +0.417 -0.040 +0.043 +0.243 +0.386 +0.020 +0.042 +0.856 -0.378 +0.012 -0.196 -0.132 +0.227 +0.241 +0.246 +0.246 +0.246 +0.246 +0.011 -0.035 -0.035 +0.011 -0.009 -0.023 -0.182 -0.035 +0.029 +0.030 -0.070 -0.070 +1.000 +1.000 +0.026 +0.901 +0.976 -0.167 +0.031 -0.025 -0.079 -0.291 -0.025 +0.031 -0.005 +0.344 +0.060 +0.046 : CaloEoverP: -0.112 -0.037 -0.049 +0.088 -0.003 -0.035 +0.064 +0.072 -0.055 +0.133 +0.016 +0.155 +0.298 -0.001 -0.138 -0.045 -0.046 -0.045 -0.044 -0.045 -0.045 +0.034 +0.063 +0.062 +0.034 +0.060 +0.058 +0.664 +0.062 +0.991 +0.991 +0.788 +0.788 +0.026 +0.026 +1.000 +0.045 +0.024 +0.287 +0.990 +0.579 +0.252 +0.151 +0.579 +0.990 +0.175 +0.034 +0.081 +0.055 : CaloBremChi2: -0.174 +0.079 -0.034 +0.415 -0.036 +0.036 +0.255 +0.389 +0.016 +0.040 +0.770 -0.289 +0.048 -0.128 -0.083 +0.208 +0.219 +0.222 +0.222 +0.222 +0.222 +0.021 -0.013 -0.013 +0.021 +0.014 -0.004 -0.126 -0.013 +0.049 +0.049 -0.039 -0.039 +0.902 +0.901 +0.045 +1.000 +0.901 -0.117 +0.050 +0.006 -0.047 -0.233 +0.006 +0.050 +0.004 +0.287 +0.048 +0.042 : CaloBremMatch: -0.219 +0.076 -0.037 +0.409 -0.039 +0.041 +0.240 +0.380 +0.019 +0.043 +0.835 -0.371 +0.010 -0.194 -0.131 +0.221 +0.235 +0.240 +0.239 +0.239 +0.239 +0.011 -0.033 -0.033 +0.011 -0.010 -0.021 -0.178 -0.033 +0.028 +0.028 -0.069 -0.069 +0.976 +0.976 +0.024 +0.901 +1.000 -0.165 +0.030 -0.024 -0.079 -0.286 -0.024 +0.030 -0.004 +0.385 +0.057 +0.045 : CaloChargedEcal: +0.362 +0.227 -0.011 -0.035 +0.004 -0.028 -0.011 -0.024 -0.014 +0.005 -0.177 +0.289 +0.149 +0.285 +0.239 +0.037 +0.030 +0.018 +0.020 +0.020 +0.020 -0.004 +0.021 +0.021 -0.004 +0.013 +0.017 +0.242 +0.021 +0.284 +0.283 +0.233 +0.233 -0.167 -0.167 +0.287 -0.117 -0.165 +1.000 +0.280 +0.220 +0.818 +0.296 +0.220 +0.280 +0.034 -0.020 +0.029 +0.015 : CaloClusChi2: -0.075 +0.020 -0.052 +0.090 -0.003 -0.037 +0.064 +0.074 -0.058 +0.134 +0.021 +0.162 +0.302 +0.008 -0.124 -0.044 -0.044 -0.044 -0.043 -0.044 -0.044 +0.051 +0.074 +0.074 +0.051 +0.060 +0.066 +0.671 +0.074 +0.999 +0.999 +0.795 +0.795 +0.031 +0.031 +0.990 +0.050 +0.030 +0.280 +1.000 +0.586 +0.251 +0.163 +0.586 +1.000 +0.173 +0.034 +0.081 +0.057 : CaloEcalChi2: +0.140 +0.137 -0.050 +0.064 -0.006 -0.038 +0.042 +0.059 -0.048 +0.063 -0.033 +0.300 +0.236 +0.255 +0.181 +0.021 +0.019 +0.003 +0.006 +0.008 +0.009 +0.086 +0.070 +0.070 +0.086 +0.011 +0.053 +0.433 +0.070 +0.572 +0.575 +0.481 +0.481 -0.025 -0.025 +0.579 +0.006 -0.024 +0.220 +0.586 +1.000 +0.114 +0.311 +1.000 +0.586 +0.097 +0.002 +0.021 +0.049 : CaloEcalE: +0.344 +0.279 -0.019 +0.001 -0.010 -0.023 +0.004 +0.003 -0.017 +0.024 -0.085 +0.186 +0.118 +0.190 +0.171 +0.017 +0.012 +0.003 +0.004 +0.004 +0.004 -0.020 -0.006 -0.006 -0.020 +0.004 -0.005 +0.205 -0.006 +0.257 +0.255 +0.210 +0.210 -0.079 -0.079 +0.252 -0.047 -0.079 +0.818 +0.251 +0.114 +1.000 +0.173 +0.114 +0.251 +0.040 +0.001 +0.033 +0.007 : CaloHcalE: +0.258 +0.092 +0.004 -0.111 +0.020 -0.030 -0.056 -0.090 -0.002 -0.017 -0.291 +0.341 +0.156 +0.343 +0.266 +0.060 +0.052 +0.039 +0.040 +0.041 +0.042 +0.017 +0.049 +0.049 +0.017 +0.034 +0.039 +0.242 +0.049 +0.162 +0.163 +0.289 +0.289 -0.291 -0.291 +0.151 -0.233 -0.286 +0.296 +0.163 +0.311 +0.173 +1.000 +0.311 +0.163 +0.029 -0.077 +0.004 +0.022 : CaloElectronMatch: +0.140 +0.137 -0.050 +0.064 -0.006 -0.038 +0.042 +0.059 -0.048 +0.063 -0.033 +0.300 +0.236 +0.255 +0.181 +0.021 +0.019 +0.003 +0.006 +0.008 +0.009 +0.086 +0.070 +0.070 +0.086 +0.011 +0.053 +0.433 +0.070 +0.572 +0.575 +0.481 +0.481 -0.025 -0.025 +0.579 +0.006 -0.024 +0.220 +0.586 +1.000 +0.114 +0.311 +1.000 +0.586 +0.097 +0.002 +0.021 +0.049 : CaloTrMatch: -0.075 +0.020 -0.052 +0.090 -0.003 -0.037 +0.064 +0.074 -0.058 +0.134 +0.021 +0.162 +0.302 +0.008 -0.124 -0.044 -0.044 -0.044 -0.043 -0.044 -0.044 +0.051 +0.074 +0.074 +0.051 +0.060 +0.066 +0.671 +0.074 +0.999 +0.999 +0.795 +0.795 +0.031 +0.031 +0.990 +0.050 +0.030 +0.280 +1.000 +0.586 +0.251 +0.163 +0.586 +1.000 +0.173 +0.034 +0.081 +0.057 : CaloTrajectoryL: -0.024 -0.016 -0.006 +0.019 +0.001 -0.005 +0.018 +0.017 -0.011 +0.023 -0.007 +0.039 +0.053 -0.004 -0.037 -0.013 -0.013 -0.012 -0.012 -0.013 -0.013 +0.006 +0.016 +0.016 +0.006 +0.020 +0.016 +0.124 +0.016 +0.173 +0.173 +0.144 +0.144 -0.005 -0.005 +0.175 +0.004 -0.004 +0.034 +0.173 +0.097 +0.040 +0.029 +0.097 +0.173 +1.000 +0.007 +0.013 +0.010 : CaloNeutralEcal: -0.062 -0.012 +0.016 +0.203 -0.009 +0.028 +0.163 +0.199 +0.014 +0.013 +0.268 -0.080 +0.013 -0.034 -0.019 +0.070 +0.069 +0.065 +0.064 +0.064 +0.064 -0.000 -0.003 -0.003 -0.000 +0.012 +0.001 -0.033 -0.003 +0.034 +0.034 -0.005 -0.005 +0.344 +0.344 +0.034 +0.287 +0.385 -0.020 +0.034 +0.002 +0.001 -0.077 +0.002 +0.034 +0.007 +1.000 +0.028 +0.023 : CombDLLe: -0.005 +0.007 -0.010 +0.029 -0.003 -0.004 +0.022 +0.027 -0.002 +0.015 +0.066 +0.025 +0.097 +0.018 +0.016 +0.227 +0.226 +0.226 +0.226 +0.226 +0.226 +0.005 +0.011 +0.011 +0.005 +0.008 +0.010 +0.080 +0.011 +0.082 +0.082 +0.063 +0.063 +0.059 +0.060 +0.081 +0.048 +0.057 +0.029 +0.081 +0.021 +0.033 +0.004 +0.021 +0.081 +0.013 +0.028 +1.000 +0.993 : CombDLLmu: +0.013 +0.017 -0.005 +0.022 -0.002 +0.000 +0.017 +0.021 -0.001 +0.006 +0.054 +0.039 +0.077 +0.040 +0.039 +0.221 +0.221 +0.218 +0.219 +0.219 +0.219 +0.030 +0.032 +0.032 +0.030 +0.012 +0.025 +0.067 +0.032 +0.057 +0.057 +0.045 +0.045 +0.046 +0.046 +0.055 +0.042 +0.045 +0.015 +0.057 +0.049 +0.007 +0.022 +0.049 +0.057 +0.010 +0.023 +0.993 +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 'TrackFitMatchChi2' <---> Output : variable 'TrackFitMatchChi2' : Input : variable 'TrackFitVeloChi2' <---> Output : variable 'TrackFitVeloChi2' : Input : variable 'TrackFitVeloNDoF' <---> Output : variable 'TrackFitVeloNDoF' : 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 'MuonMVA1' <---> Output : variable 'MuonMVA1' : 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 'MuonChi2Corr' <---> Output : variable 'MuonChi2Corr' : Input : variable 'InAccMuon' <---> Output : variable 'InAccMuon' : Input : variable 'MuonIsLooseMuon' <---> Output : variable 'MuonIsLooseMuon' : Input : variable 'EcalPIDe' <---> Output : variable 'EcalPIDe' : Input : variable 'EcalPIDmu' <---> Output : variable 'EcalPIDmu' : Input : variable 'HcalPIDe' <---> Output : variable 'HcalPIDe' : Input : variable 'HcalPIDmu' <---> Output : variable 'HcalPIDmu' : Input : variable 'InAccBrem' <---> Output : variable 'InAccBrem' : Input : variable 'BremPIDe' <---> Output : variable 'BremPIDe' : Input : variable 'CaloEoverP' <---> Output : variable 'CaloEoverP' : Input : variable 'CaloBremChi2' <---> Output : variable 'CaloBremChi2' : Input : variable 'CaloBremMatch' <---> Output : variable 'CaloBremMatch' : Input : variable 'CaloChargedEcal' <---> Output : variable 'CaloChargedEcal' : Input : variable 'CaloClusChi2' <---> Output : variable 'CaloClusChi2' : Input : variable 'CaloEcalChi2' <---> Output : variable 'CaloEcalChi2' : Input : variable 'CaloEcalE' <---> Output : variable 'CaloEcalE' : Input : variable 'CaloHcalE' <---> Output : variable 'CaloHcalE' : Input : variable 'CaloElectronMatch' <---> Output : variable 'CaloElectronMatch' : Input : variable 'CaloTrMatch' <---> Output : variable 'CaloTrMatch' : Input : variable 'CaloTrajectoryL' <---> Output : variable 'CaloTrajectoryL' : Input : variable 'CaloNeutralEcal' <---> Output : variable 'CaloNeutralEcal' : Input : variable 'CombDLLe' <---> Output : variable 'CombDLLe' : Input : variable 'CombDLLmu' <---> Output : variable 'CombDLLmu'
TFHandler_Factory : Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: 12816. 21450. [ 1254.2 2.1610e+06 ] : TrackPt: 654.11 1390.4 [ 2.0746 2.0992e+05 ] : TrackChi2PerDof: 1.1669 0.41133 [ 0.070522 3.0000 ] : TrackNumDof: 28.717 6.8054 [ 8.0000 55.000 ] : TrackGhostProbability: 0.056509 1.0607 [ -999.00 0.99983 ] : TrackFitMatchChi2: 7.6062 7.3262 [ 0.010960 109.03 ] : TrackFitVeloChi2: 13.889 8.8104 [ 2.3837e-10 117.17 ] : TrackFitVeloNDoF: 13.810 6.3335 [ -1.0000 39.000 ] : TrackFitTChi2: 7.0586 4.4387 [ 0.0060117 86.249 ] : TrackFitTNDoF: 6.1482 0.93449 [ 2.0000 10.000 ] : RichUsedR1Gas: 0.79641 0.40267 [ 0.0000 1.0000 ] : RichUsedR2Gas: 0.53839 0.49852 [ 0.0000 1.0000 ] : RichAbovePiThres: 0.90116 0.29845 [ 0.0000 1.0000 ] : RichAboveKaThres: 0.36693 0.48197 [ 0.0000 1.0000 ] : RichAbovePrThres: 0.14734 0.35445 [ 0.0000 1.0000 ] : RichDLLe: -34.072 146.40 [ -999.00 101.88 ] : RichDLLmu: -27.782 147.07 [ -999.00 74.442 ] : RichDLLk: -24.181 147.93 [ -999.00 129.20 ] : RichDLLp: -23.640 147.93 [ -999.00 81.598 ] : RichDLLd: -23.323 147.97 [ -999.00 66.499 ] : RichDLLbt: -23.257 147.98 [ -999.00 66.499 ] : MuonMVA1: -946.93 222.01 [ -999.00 0.26073 ] : MuonBkgLL: -869.57 335.18 [ -999.00 0.015900 ] : MuonMuLL: -869.41 335.60 [ -999.00 0.0000 ] : MuonIsMuon: 0.052138 0.22231 [ 0.0000 1.0000 ] : MuonNShared: 0.58062 2.4859 [ 0.0000 154.00 ] : MuonChi2Corr: -841.89 462.92 [ -999.00 17587. ] : InAccMuon: 0.85508 0.35202 [ 0.0000 1.0000 ] : MuonIsLooseMuon: 0.12976 0.33604 [ 0.0000 1.0000 ] : EcalPIDe: -150.34 357.96 [ -999.00 6.3197 ] : EcalPIDmu: -151.90 357.30 [ -999.00 2.1530 ] : HcalPIDe: -195.36 395.01 [ -999.00 5.3184 ] : HcalPIDmu: -195.08 395.14 [ -999.00 2.8734 ] : InAccBrem: 0.76234 0.42565 [ 0.0000 1.0000 ] : BremPIDe: -237.37 425.25 [ -999.00 4.7915 ] : CaloEoverP: -152.78 360.38 [ -999.00 39.793 ] : CaloBremChi2: 25.524 635.48 [ -999.00 9670.3 ] : CaloBremMatch: -176.31 518.06 [ -2.9086e+05 4923.0 ] : CaloChargedEcal: 5465.8 9456.0 [ -999.00 9.1087e+05 ] : CaloClusChi2: -146.00 360.07 [ -999.00 958.19 ] : CaloEcalChi2: 327.98 992.63 [ -999.00 9998.4 ] : CaloEcalE: 2335.4 5358.1 [ -999.00 7.0350e+05 ] : CaloHcalE: 5783.3 11615. [ -999.00 6.9641e+05 ] : CaloElectronMatch: 327.98 992.63 [ -999.00 9998.4 ] : CaloTrMatch: -146.00 360.07 [ -999.00 958.19 ] : CaloTrajectoryL: 24.478 2550.8 [ -3.8716e+05 5.5103e+05 ] : CaloNeutralEcal: 1649.7 4265.2 [ -999.00 6.4532e+05 ] : CombDLLe: -3.5081 36.208 [ -999.00 15.479 ] : CombDLLmu: -6.3010 36.216 [ -999.00 14.674 ] : ---------------------------------------------------------------------------------------------------------------------------- : : Will not produce scatter plots ==> : | The number of 49 input variables and 0 target values would require 1176 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 : RichDLLk : 3.250e-01 : 2 : RichDLLbt : 3.196e-01 : 3 : RichDLLd : 3.154e-01 : 4 : RichDLLp : 1.734e-01 : 5 : RichDLLe : 1.538e-01 : 6 : RichDLLmu : 1.035e-01 : 7 : TrackPt : 6.420e-02 : 8 : CombDLLmu : 4.682e-02 : 9 : TrackP : 3.528e-02 : 10 : RichAboveKaThres : 3.166e-02 : 11 : CombDLLe : 2.445e-02 : 12 : RichAbovePrThres : 2.359e-02 : 13 : RichUsedR2Gas : 1.863e-02 : 14 : RichAbovePiThres : 1.425e-02 : 15 : CaloEcalChi2 : 8.514e-03 : 16 : CaloElectronMatch : 8.514e-03 : 17 : InAccMuon : 7.034e-03 : 18 : CaloChargedEcal : 4.812e-03 : 19 : CaloEcalE : 3.569e-03 : 20 : CaloHcalE : 3.083e-03 : 21 : TrackGhostProbability : 2.896e-03 : 22 : TrackChi2PerDof : 2.431e-03 : 23 : MuonMVA1 : 2.272e-03 : 24 : CaloNeutralEcal : 1.766e-03 : 25 : TrackFitVeloNDoF : 1.503e-03 : 26 : TrackFitMatchChi2 : 1.334e-03 : 27 : MuonMuLL : 1.262e-03 : 28 : TrackNumDof : 1.197e-03 : 29 : MuonIsMuon : 9.905e-04 : 30 : CaloTrajectoryL : 8.756e-04 : 31 : HcalPIDe : 7.267e-04 : 32 : HcalPIDmu : 7.253e-04 : 33 : TrackFitVeloChi2 : 7.031e-04 : 34 : MuonChi2Corr : 6.798e-04 : 35 : CaloBremChi2 : 6.771e-04 : 36 : MuonNShared : 6.679e-04 : 37 : EcalPIDmu : 6.336e-04 : 38 : TrackFitTChi2 : 5.278e-04 : 39 : RichUsedR1Gas : 5.226e-04 : 40 : BremPIDe : 5.123e-04 : 41 : CaloBremMatch : 4.925e-04 : 42 : CaloClusChi2 : 4.576e-04 : 43 : CaloTrMatch : 4.576e-04 : 44 : MuonBkgLL : 3.834e-04 : 45 : InAccBrem : 3.815e-04 : 46 : MuonIsLooseMuon : 3.723e-04 : 47 : EcalPIDe : 2.886e-04 : 48 : CaloEoverP : 2.491e-04 : 49 : TrackFitTNDoF : 3.001e-05 : ----------------------------------------------
Factory : Train method: Kaon_Long_TMVA for Classification : : : ================================================================ : H e l p f o r M V A m e t h o d [ Kaon_Long_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_Kaon_Long_TMVA : Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: -0.98929 0.019864 [ -1.0000 1.0000 ] : TrackPt: -0.99379 0.013248 [ -1.0000 1.0000 ] : TrackChi2PerDof: -0.25145 0.28082 [ -1.0000 1.0000 ] : TrackNumDof: -0.11843 0.28959 [ -1.0000 1.0000 ] : TrackGhostProbability: 0.99811 0.0021214 [ -1.0000 1.0000 ] : TrackFitMatchChi2: -0.86066 0.13441 [ -1.0000 1.0000 ] : TrackFitVeloChi2: -0.76291 0.15039 [ -1.0000 1.0000 ] : TrackFitVeloNDoF: -0.25949 0.31668 [ -1.0000 1.0000 ] : TrackFitTChi2: -0.83645 0.10294 [ -1.0000 1.0000 ] : TrackFitTNDoF: 0.037047 0.23362 [ -1.0000 1.0000 ] : RichUsedR1Gas: 0.59282 0.80533 [ -1.0000 1.0000 ] : RichUsedR2Gas: 0.076780 0.99705 [ -1.0000 1.0000 ] : RichAbovePiThres: 0.80231 0.59691 [ -1.0000 1.0000 ] : RichAboveKaThres: -0.26615 0.96393 [ -1.0000 1.0000 ] : RichAbovePrThres: -0.70532 0.70889 [ -1.0000 1.0000 ] : RichDLLe: 0.75301 0.26597 [ -1.0000 1.0000 ] : RichDLLmu: 0.80954 0.27401 [ -1.0000 1.0000 ] : RichDLLk: 0.72810 0.26225 [ -1.0000 1.0000 ] : RichDLLp: 0.80522 0.27378 [ -1.0000 1.0000 ] : RichDLLd: 0.83140 0.27775 [ -1.0000 1.0000 ] : RichDLLbt: 0.83152 0.27777 [ -1.0000 1.0000 ] : MuonMVA1: -0.89578 0.44436 [ -1.0000 1.0000 ] : MuonBkgLL: -0.74089 0.67101 [ -1.0000 1.0000 ] : MuonMuLL: -0.74056 0.67187 [ -1.0000 1.0000 ] : MuonIsMuon: -0.89572 0.44461 [ -1.0000 1.0000 ] : MuonNShared: -0.99246 0.032284 [ -1.0000 1.0000 ] : MuonChi2Corr: -0.98309 0.049814 [ -1.0000 1.0000 ] : InAccMuon: 0.71017 0.70403 [ -1.0000 1.0000 ] : MuonIsLooseMuon: -0.74049 0.67207 [ -1.0000 1.0000 ] : EcalPIDe: 0.68834 0.71213 [ -1.0000 1.0000 ] : EcalPIDmu: 0.69224 0.71378 [ -1.0000 1.0000 ] : HcalPIDe: 0.60038 0.78662 [ -1.0000 1.0000 ] : HcalPIDmu: 0.60484 0.78881 [ -1.0000 1.0000 ] : InAccBrem: 0.52468 0.85130 [ -1.0000 1.0000 ] : BremPIDe: 0.51751 0.84730 [ -1.0000 1.0000 ] : CaloEoverP: 0.62923 0.69384 [ -1.0000 1.0000 ] : CaloBremChi2: -0.80795 0.11912 [ -1.0000 1.0000 ] : CaloBremMatch: 0.96552 0.0035030 [ -1.0000 1.0000 ] : CaloChargedEcal: -0.98582 0.020740 [ -1.0000 1.0000 ] : CaloClusChi2: -0.12835 0.36794 [ -1.0000 1.0000 ] : CaloEcalChi2: -0.75867 0.18052 [ -1.0000 1.0000 ] : CaloEcalE: -0.99053 0.015211 [ -1.0000 1.0000 ] : CaloHcalE: -0.98055 0.033309 [ -1.0000 1.0000 ] : CaloElectronMatch: -0.75867 0.18052 [ -1.0000 1.0000 ] : CaloTrMatch: -0.12835 0.36794 [ -1.0000 1.0000 ] : CaloTrajectoryL: -0.17461 0.0054377 [ -1.0000 1.0000 ] : CaloNeutralEcal: -0.99180 0.013198 [ -1.0000 1.0000 ] : CombDLLe: 0.96257 0.071381 [ -1.0000 1.0000 ] : CombDLLmu: 0.95862 0.071455 [ -1.0000 1.0000 ] : ---------------------------------------------------------------------------------------------------------------------------- : Training Network : : Inaccurate progress timing for MLP... : Elapsed time for training with 1805519 events: 6.16e+05 sec
Kaon_Long_TMVA : [GlobalPID_DataSet] : Evaluation of Kaon_Long_TMVA on training sample (1805519 events) : Elapsed time for evaluation of 1805519 events: 236 sec : Creating xml weight file: GlobalPID_DataSet/./GlobalPID_Kaon_Long_TMVA.weights.xml : Creating standalone class: GlobalPID_DataSet/./GlobalPID_Kaon_Long_TMVA.class.C : Write special histos to file: Long-Kaon-TMVA.root:/GlobalPID_DataSet/Method_Kaon_Long_TMVA/Kaon_Long_TMVA
Factory : Training finished : : Ranking input variables (method specific)...
Kaon_Long_TMVA : Ranking result (top variable is best ranked) : ---------------------------------------------- : Rank : Variable : Importance : ---------------------------------------------- : 1 : RichDLLk : 2.941e+04 : 2 : RichDLLe : 5.252e+03 : 3 : RichDLLmu : 3.356e+03 : 4 : RichDLLp : 2.989e+03 : 5 : RichDLLd : 2.281e+03 : 6 : RichDLLbt : 2.169e+03 : 7 : TrackP : 1.965e+03 : 8 : TrackGhostProbability : 1.843e+03 : 9 : CaloBremMatch : 1.662e+03 : 10 : CombDLLmu : 1.521e+03 : 11 : TrackPt : 1.282e+03 : 12 : RichAbovePiThres : 1.225e+03 : 13 : CaloEcalE : 5.327e+02 : 14 : MuonMVA1 : 4.809e+02 : 15 : MuonNShared : 4.725e+02 : 16 : MuonIsMuon : 4.532e+02 : 17 : MuonChi2Corr : 4.235e+02 : 18 : CombDLLe : 3.870e+02 : 19 : CaloEoverP : 3.338e+02 : 20 : EcalPIDmu : 3.222e+02 : 21 : CaloHcalE : 3.160e+02 : 22 : CaloNeutralEcal : 3.056e+02 : 23 : CaloChargedEcal : 3.004e+02 : 24 : MuonMuLL : 2.518e+02 : 25 : MuonBkgLL : 2.481e+02 : 26 : EcalPIDe : 2.477e+02 : 27 : MuonIsLooseMuon : 2.196e+02 : 28 : RichUsedR2Gas : 1.955e+02 : 29 : RichUsedR1Gas : 1.757e+02 : 30 : CaloEcalChi2 : 1.738e+02 : 31 : HcalPIDmu : 1.728e+02 : 32 : RichAboveKaThres : 1.685e+02 : 33 : HcalPIDe : 1.584e+02 : 34 : CaloElectronMatch : 1.361e+02 : 35 : TrackFitMatchChi2 : 1.352e+02 : 36 : InAccMuon : 1.112e+02 : 37 : RichAbovePrThres : 1.101e+02 : 38 : BremPIDe : 8.985e+01 : 39 : CaloBremChi2 : 7.892e+01 : 40 : InAccBrem : 7.505e+01 : 41 : TrackFitTChi2 : 6.600e+01 : 42 : TrackFitVeloChi2 : 5.637e+01 : 43 : TrackFitVeloNDoF : 3.997e+01 : 44 : CaloClusChi2 : 2.988e+01 : 45 : CaloTrMatch : 2.794e+01 : 46 : TrackNumDof : 2.544e+01 : 47 : TrackFitTNDoF : 7.521e+00 : 48 : TrackChi2PerDof : 6.800e+00 : 49 : CaloTrajectoryL : 3.392e+00 : ----------------------------------------------
Factory : === Destroy and recreate all methods via weight files for testing === :
Kaon_Long_TMVA : Building Network. : Initializing weights 2018-05-15 16:17:08 INFO | Starting Testing...
Factory : Test all methods
Factory : Test method: Kaon_Long_TMVA for Classification performance :
Kaon_Long_TMVA : [GlobalPID_DataSet] : Evaluation of Kaon_Long_TMVA on testing sample (773293 events) : Elapsed time for evaluation of 773293 events: 111 sec 2018-05-15 16:18:59 INFO | Starting Evaluation...
Factory : Evaluate all methods
Factory : Evaluate classifier: Kaon_Long_TMVA :
TFHandler_Kaon_Long_TMVA : Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: -0.98931 0.019457 [ -0.99999 0.86019 ] : TrackPt: -0.99378 0.013054 [ -0.99999 0.50863 ] : TrackChi2PerDof: -0.25184 0.28000 [ -0.97541 1.0000 ] : TrackNumDof: -0.11894 0.28939 [ -1.0000 0.95745 ] : TrackGhostProbability: 0.99811 0.0022893 [ -1.0000 1.0000 ] : TrackFitMatchChi2: -0.86086 0.13380 [ -0.99985 0.83623 ] : TrackFitVeloChi2: -0.76314 0.15036 [ -1.0000 1.0584 ] : TrackFitVeloNDoF: -0.26009 0.31640 [ -1.0000 1.0000 ] : TrackFitTChi2: -0.83653 0.10256 [ -1.0001 0.71628 ] : TrackFitTNDoF: 0.037291 0.23338 [ -1.0000 0.75000 ] : RichUsedR1Gas: 0.59260 0.80549 [ -1.0000 1.0000 ] : RichUsedR2Gas: 0.075760 0.99713 [ -1.0000 1.0000 ] : RichAbovePiThres: 0.80313 0.59581 [ -1.0000 1.0000 ] : RichAboveKaThres: -0.26702 0.96369 [ -1.0000 1.0000 ] : RichAbovePrThres: -0.70544 0.70877 [ -1.0000 1.0000 ] : RichDLLe: 0.75367 0.26379 [ -1.0000 1.0042 ] : RichDLLmu: 0.81022 0.27175 [ -1.0000 1.0105 ] : RichDLLk: 0.72872 0.26009 [ -1.0000 0.98238 ] : RichDLLp: 0.80586 0.27153 [ -1.0000 0.95947 ] : RichDLLd: 0.83205 0.27546 [ -1.0000 0.99423 ] : RichDLLbt: 0.83218 0.27547 [ -1.0000 0.99423 ] : MuonMVA1: -0.89521 0.44550 [ -1.0000 1.0000 ] : MuonBkgLL: -0.74034 0.67163 [ -1.0000 0.99999 ] : MuonMuLL: -0.74001 0.67248 [ -1.0000 1.0000 ] : MuonIsMuon: -0.89515 0.44576 [ -1.0000 1.0000 ] : MuonNShared: -0.99248 0.031885 [ -1.0000 0.54545 ] : MuonChi2Corr: -0.98309 0.049627 [ -1.0000 1.1090 ] : InAccMuon: 0.71062 0.70357 [ -1.0000 1.0000 ] : MuonIsLooseMuon: -0.73993 0.67268 [ -1.0000 1.0000 ] : EcalPIDe: 0.68766 0.71280 [ -1.0000 1.0000 ] : EcalPIDmu: 0.69155 0.71445 [ -1.0000 1.0000 ] : HcalPIDe: 0.60023 0.78673 [ -1.0000 1.0000 ] : HcalPIDmu: 0.60469 0.78892 [ -1.0000 1.0000 ] : InAccBrem: 0.52410 0.85166 [ -1.0000 1.0000 ] : BremPIDe: 0.51693 0.84765 [ -1.0000 1.0000 ] : CaloEoverP: 0.62864 0.69441 [ -1.0000 0.99065 ] : CaloBremChi2: -0.80811 0.11909 [ -1.0000 0.47129 ] : CaloBremMatch: 0.96552 0.0031849 [ 0.95996 1.0021 ] : CaloChargedEcal: -0.98584 0.019704 [ -1.0000 1.2025 ] : CaloClusChi2: -0.12871 0.36827 [ -1.0000 0.90153 ] : CaloEcalChi2: -0.75854 0.18090 [ -1.0000 0.99980 ] : CaloEcalE: -0.99057 0.014599 [ -1.0000 1.3891 ] : CaloHcalE: -0.98054 0.033176 [ -1.0000 0.49634 ] : CaloElectronMatch: -0.75854 0.18090 [ -1.0000 0.99980 ] : CaloTrMatch: -0.12871 0.36827 [ -1.0000 0.90153 ] : CaloTrajectoryL: -0.17461 0.0053118 [ -0.73794 0.16143 ] : CaloNeutralEcal: -0.99179 0.013178 [ -1.0000 0.25858 ] : CombDLLe: 0.96255 0.071614 [ -1.0000 0.99989 ] : CombDLLmu: 0.95860 0.071686 [ -1.0000 0.99934 ] : ----------------------------------------------------------------------------------------------------------------------------
Kaon_Long_TMVA : [GlobalPID_DataSet] : Loop over test events and fill histograms with classifier response... :
TFHandler_Kaon_Long_TMVA : Variable Mean RMS [ Min Max ] : ---------------------------------------------------------------------------------------------------------------------------- : TrackP: -0.98931 0.019457 [ -0.99999 0.86019 ] : TrackPt: -0.99378 0.013054 [ -0.99999 0.50863 ] : TrackChi2PerDof: -0.25184 0.28000 [ -0.97541 1.0000 ] : TrackNumDof: -0.11894 0.28939 [ -1.0000 0.95745 ] : TrackGhostProbability: 0.99811 0.0022893 [ -1.0000 1.0000 ] : TrackFitMatchChi2: -0.86086 0.13380 [ -0.99985 0.83623 ] : TrackFitVeloChi2: -0.76314 0.15036 [ -1.0000 1.0584 ] : TrackFitVeloNDoF: -0.26009 0.31640 [ -1.0000 1.0000 ] : TrackFitTChi2: -0.83653 0.10256 [ -1.0001 0.71628 ] : TrackFitTNDoF: 0.037291 0.23338 [ -1.0000 0.75000 ] : RichUsedR1Gas: 0.59260 0.80549 [ -1.0000 1.0000 ] : RichUsedR2Gas: 0.075760 0.99713 [ -1.0000 1.0000 ] : RichAbovePiThres: 0.80313 0.59581 [ -1.0000 1.0000 ] : RichAboveKaThres: -0.26702 0.96369 [ -1.0000 1.0000 ] : RichAbovePrThres: -0.70544 0.70877 [ -1.0000 1.0000 ] : RichDLLe: 0.75367 0.26379 [ -1.0000 1.0042 ] : RichDLLmu: 0.81022 0.27175 [ -1.0000 1.0105 ] : RichDLLk: 0.72872 0.26009 [ -1.0000 0.98238 ] : RichDLLp: 0.80586 0.27153 [ -1.0000 0.95947 ] : RichDLLd: 0.83205 0.27546 [ -1.0000 0.99423 ] : RichDLLbt: 0.83218 0.27547 [ -1.0000 0.99423 ] : MuonMVA1: -0.89521 0.44550 [ -1.0000 1.0000 ] : MuonBkgLL: -0.74034 0.67163 [ -1.0000 0.99999 ] : MuonMuLL: -0.74001 0.67248 [ -1.0000 1.0000 ] : MuonIsMuon: -0.89515 0.44576 [ -1.0000 1.0000 ] : MuonNShared: -0.99248 0.031885 [ -1.0000 0.54545 ] : MuonChi2Corr: -0.98309 0.049627 [ -1.0000 1.1090 ] : InAccMuon: 0.71062 0.70357 [ -1.0000 1.0000 ] : MuonIsLooseMuon: -0.73993 0.67268 [ -1.0000 1.0000 ] : EcalPIDe: 0.68766 0.71280 [ -1.0000 1.0000 ] : EcalPIDmu: 0.69155 0.71445 [ -1.0000 1.0000 ] : HcalPIDe: 0.60023 0.78673 [ -1.0000 1.0000 ] : HcalPIDmu: 0.60469 0.78892 [ -1.0000 1.0000 ] : InAccBrem: 0.52410 0.85166 [ -1.0000 1.0000 ] : BremPIDe: 0.51693 0.84765 [ -1.0000 1.0000 ] : CaloEoverP: 0.62864 0.69441 [ -1.0000 0.99065 ] : CaloBremChi2: -0.80811 0.11909 [ -1.0000 0.47129 ] : CaloBremMatch: 0.96552 0.0031849 [ 0.95996 1.0021 ] : CaloChargedEcal: -0.98584 0.019704 [ -1.0000 1.2025 ] : CaloClusChi2: -0.12871 0.36827 [ -1.0000 0.90153 ] : CaloEcalChi2: -0.75854 0.18090 [ -1.0000 0.99980 ] : CaloEcalE: -0.99057 0.014599 [ -1.0000 1.3891 ] : CaloHcalE: -0.98054 0.033176 [ -1.0000 0.49634 ] : CaloElectronMatch: -0.75854 0.18090 [ -1.0000 0.99980 ] : CaloTrMatch: -0.12871 0.36827 [ -1.0000 0.90153 ] : CaloTrajectoryL: -0.17461 0.0053118 [ -0.73794 0.16143 ] : CaloNeutralEcal: -0.99179 0.013178 [ -1.0000 0.25858 ] : CombDLLe: 0.96255 0.071614 [ -1.0000 0.99989 ] : CombDLLmu: 0.95860 0.071686 [ -1.0000 0.99934 ] : ---------------------------------------------------------------------------------------------------------------------------- : : Will not produce scatter plots ==> : | The number of 49 input variables and 0 target values would require 1176 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 Kaon_Long_TMVA : 0.957 : ------------------------------------------------------------------------------------------------------------------- : : 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 Kaon_Long_TMVA : 0.678 (0.680) 0.866 (0.867) 0.955 (0.955) : ------------------------------------------------------------------------------------------------------------------- :
Dataset:GlobalPID_DataSet: Created tree 'TestTree' with 773293 events :
Dataset:GlobalPID_DataSet: Created tree 'TrainTree' with 1805519 events :
Factory : Thank you for using TMVA! : For citation information, please visit: http://tmva.sf.net/citeTMVA.html 2018-05-15 16:25:13 INFO | ... Complete :) 2018-05-15 16:25:13 INFO | Finished... ‘GlobalPID_DataSet/GlobalPID_Kaon_Long_TMVA.class.C’ -> ‘./GlobalPID_Kaon_Long_TMVA.class.C’ ‘GlobalPID_DataSet/GlobalPID_Kaon_Long_TMVA.weights.xml’ -> ‘./GlobalPID_Kaon_Long_TMVA.weights.xml’ removed directory: ‘GlobalPID_DataSet’ removed ‘Long-Kaon-TMVA.root’ 2018-05-15 16:25:24 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache' 2018-05-15 16:25:25 INFO | Network Config file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.01/PrAccF0.05/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/GlobalPID_Kaon_Long_ANN.txt 2018-05-15 16:25:25 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.01/PrAccF0.05/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/train-config.txt 2018-05-15 16:25:25 INFO | Particle type = Kaon 2018-05-15 16:25:25 INFO | Background types = All 2018-05-15 16:25:25 INFO | Training Mix = NaturalMix 2018-05-15 16:25:25 INFO | Track type = Long 2018-05-15 16:25:25 INFO | Track PresSel = NoTrackPreSelection.txt 2018-05-15 16:25:25 INFO | Network type = TMVA 2018-05-15 16:25:25 INFO | Ghost treatment = Ghosts Ghosts 2018-05-15 16:25:25 INFO | MC Track sel. = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt 2018-05-15 16:25:25 INFO | Reweighting = NoReweight 2018-05-15 16:25:25 INFO | Output file = GlobalPID_Kaon_Long_TMVA.weights.xml 2018-05-15 16:25:25 INFO | Skipping input #TrackCloneDist 2018-05-15 16:25:25 INFO | Skipping input #RichAboveElThres 2018-05-15 16:25:25 INFO | Skipping input #RichAboveMuThres 2018-05-15 16:25:25 INFO | Creating selection from 'NoTrackPreSelection.txt' 2018-05-15 16:25:25 INFO | -> # very very loose. Essentially no cuts 2018-05-15 16:25:25 INFO | -> TrackP > 0 2018-05-15 16:25:25 INFO | -> TrackPt > 0 2018-05-15 16:25:25 INFO | Creating selection from 'AllPhysTracksInEvent.txt' 2018-05-15 16:25:25 INFO | -> !HasMC || MCVertexType==1 || MCVertexType==2 2018-05-15 16:25:25 INFO | Training sample size (excluding ghosts) = 1800000 2018-05-15 16:25:25 INFO | Evaluation sample size = 10000000 2018-05-15 16:25:25 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.01/PrAccF0.05/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Kaon/Long/MVA.txt 2018-05-15 16:25:25 INFO | -> NBTASK = CLA 2018-05-15 16:25:25 INFO | -> NBMOM = 0.0 2018-05-15 16:25:25 INFO | -> NBREG = ALL 2018-05-15 16:25:25 INFO | -> TMVAVALIDATIONFRAC = 0.3 2018-05-15 16:25:25 INFO | -> TMVATESTFRAC = 0.3 2018-05-15 16:25:25 INFO | -> MaxTrainSizeFactor = 1.5 2018-05-15 16:25:25 INFO | -> HiddenLayer1ScaleFactor = 1.6 2018-05-15 16:25:25 INFO | -> HiddenLayer2ScaleFactor = 1.6 2018-05-15 16:25:25 INFO | -> GhostAcceptFraction = 0.01 2018-05-15 16:25:25 INFO | -> PionAcceptFraction = 1.0 2018-05-15 16:25:25 INFO | -> KaonAcceptFraction = 1.0 2018-05-15 16:25:25 INFO | -> ProtonAcceptFraction = 0.05 2018-05-15 16:25:25 INFO | -> ReuseTrainingFiles = 0 2018-05-15 16:25:25 INFO | -> TrainingYear = UpgradeSim09cUp02RecoUp01 2018-05-15 16:25:25 INFO | -> TMVAMETHOD = MLP 2018-05-15 16:25:25 INFO | -> TMVAUSEREGULATOR = false 2018-05-15 16:25:25 INFO | -> TMVAMLPNCYCLES = 750 2018-05-15 16:25:25 INFO | -> TMVAVARTRANSFORM = Norm 2018-05-15 16:25:25 INFO | -> TMVAMLPNEURONTYPE = sigmoid 2018-05-15 16:25:25 INFO | -> TMVAMLPMETHOD = BP 2018-05-15 16:25:25 INFO | -> TMVAMLPESTIMATORTYPE = CE 2018-05-15 16:25:25 INFO | -> TMVAMLPCONVIMPROVE = 1e-16 2018-05-15 16:25:25 INFO | -> TMVAMLPCONVTEST = 15 2018-05-15 16:25:25 INFO | -> TMVABDTBOOSTTYPE = AdaBoost 2018-05-15 16:25:25 INFO | -> TMVABDTNTREES = 800 2018-05-15 16:25:25 INFO | -> TMVABDTPRUNEMETHOD = CostComplexity 2018-05-15 16:25:25 INFO | -> TMVABDTMAXTREEDEPTH = 3 2018-05-15 16:25:25 INFO | -> TMVADNNERRSTRAT = CROSSENTROPY 2018-05-15 16:25:25 INFO | -> TMVADNNTRAINCONFA = UNDEFINED 2018-05-15 16:25:25 INFO | -> TMVADNNTRAINCONFB = 2018-05-15 16:25:25 INFO | -> TMVADNNTRAINCONFC = 2018-05-15 16:25:25 INFO | -> TMVADNNLAYOUT = UNDEFINED 2018-05-15 16:25:25 INFO | -> TMVADNNWEIGHTINIT = XAVIERUNIFORM 2018-05-15 16:25:25 INFO | -> TMVADNNARCH = STANDARD 2018-05-15 16:25:25 INFO | Reading Parameters file = Eval.txt 2018-05-15 16:25:25 INFO | -> EVALMODE = EvalWithPreSel 2018-05-15 16:25:25 INFO | -> EVALDATA = Mixture 2018-05-15 16:25:25 INFO | -> EVALYEAR = UpgradeSim09cUp02RecoUp01 2018-05-15 16:25:25 INFO | Hidden Layer 1 scale = 1.6 2018-05-15 16:25:25 INFO | Hidden Layer 2 scale = 1.6 2018-05-15 16:25:25 INFO | Ghost Accept Fraction = 0.01 2018-05-15 16:25:25 INFO | Proton Accept Fraction = 0.05 2018-05-15 16:25:25 INFO | Kaon Accept Fraction = 1 2018-05-15 16:25:25 INFO | Pion Accept Fraction = 1 2018-05-15 16:25:25 INFO | Max Training sample size (with ghosts) = 2700000 2018-05-15 16:25:25 INFO | Training data year = UpgradeSim09cUp02RecoUp01 2018-05-15 16:25:25 INFO | Evaluation data year = UpgradeSim09cUp02RecoUp01 2018-05-15 16:25:25 INFO | Input Data file = TrainingFiles-Mixture.txt 2018-05-15 16:25:25 INFO | Using 3913 data files 2018-05-15 16:25:25 INFO | Applying overall prescale of 0.025 2018-05-15 16:25:25 INFO | Training Datafile Selection hash = 576a2c4002b40265 2018-05-15 16:25:25 INFO | Target selected entries per file = 4000 2018-05-15 16:25:25 INFO | Using training file (1/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:25 INFO | -> Pre-selected 8253 entries from 11509 ( 71.7091 % ) 2018-05-15 16:25:27 INFO | -> Selected 5647 entries ( 49.0659 % ). Overall 4000 ( 0.222222 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:27 INFO | Using training file (2/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:27 INFO | -> Pre-selected 8229 entries from 11378 ( 72.3238 % ) 2018-05-15 16:25:28 INFO | -> Selected 5712 entries ( 50.2021 % ). Overall 8001 ( 0.4445 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:28 INFO | Using training file (3/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:28 INFO | -> Pre-selected 8012 entries from 11138 ( 71.9339 % ) 2018-05-15 16:25:29 INFO | -> Selected 5669 entries ( 50.8978 % ). Overall 12001 ( 0.666722 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:29 INFO | Using training file (4/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:29 INFO | -> Pre-selected 4051 entries from 5750 ( 70.4522 % ) 2018-05-15 16:25:30 INFO | -> Selected 4051 entries ( 70.4522 % ). Overall 14846 ( 0.824778 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:30 INFO | Using training file (5/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:30 INFO | -> Pre-selected 7927 entries from 10954 ( 72.3663 % ) 2018-05-15 16:25:31 INFO | -> Selected 5714 entries ( 52.1636 % ). Overall 18847 ( 1.04706 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:31 INFO | Using training file (6/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:31 INFO | -> Pre-selected 8214 entries from 11451 ( 71.7317 % ) 2018-05-15 16:25:32 INFO | -> Selected 5772 entries ( 50.4061 % ). Overall 22848 ( 1.26933 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:32 INFO | Using training file (7/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:32 INFO | -> Pre-selected 7981 entries from 10784 ( 74.0078 % ) 2018-05-15 16:25:33 INFO | -> Selected 5693 entries ( 52.7912 % ). Overall 26849 ( 1.49161 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:33 INFO | Using training file (8/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:33 INFO | -> Pre-selected 8262 entries from 11397 ( 72.4928 % ) 2018-05-15 16:25:34 INFO | -> Selected 5696 entries ( 49.9781 % ). Overall 30850 ( 1.71389 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:34 INFO | Using training file (9/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000058.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:34 INFO | -> Pre-selected 8041 entries from 11145 ( 72.1489 % ) 2018-05-15 16:25:36 INFO | -> Selected 5690 entries ( 51.0543 % ). Overall 34850 ( 1.93611 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:36 INFO | Using training file (10/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000035.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:36 INFO | -> Pre-selected 5972 entries from 8360 ( 71.4354 % ) 2018-05-15 16:25:36 INFO | -> Selected 5731 entries ( 68.5526 % ). Overall 38848 ( 2.15822 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:36 INFO | Using training file (11/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000057.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:37 INFO | -> Pre-selected 7944 entries from 11229 ( 70.7454 % ) 2018-05-15 16:25:38 INFO | -> Selected 5711 entries ( 50.8594 % ). Overall 42849 ( 2.3805 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:38 INFO | Using training file (12/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:38 INFO | -> Pre-selected 2025 entries from 2765 ( 73.2369 % ) 2018-05-15 16:25:38 INFO | -> Selected 2025 entries ( 73.2369 % ). Overall 44271 ( 2.4595 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:38 INFO | Using training file (13/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:38 INFO | -> Pre-selected 7626 entries from 10629 ( 71.7471 % ) 2018-05-15 16:25:39 INFO | -> Selected 5793 entries ( 54.5018 % ). Overall 48272 ( 2.68178 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:39 INFO | Using training file (14/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:39 INFO | -> Pre-selected 8405 entries from 11880 ( 70.7492 % ) 2018-05-15 16:25:40 INFO | -> Selected 5858 entries ( 49.3098 % ). Overall 52273 ( 2.90406 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:40 INFO | Using training file (15/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:41 INFO | -> Pre-selected 8304 entries from 11523 ( 72.0646 % ) 2018-05-15 16:25:42 INFO | -> Selected 5691 entries ( 49.3882 % ). Overall 56273 ( 3.12628 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:42 INFO | Using training file (16/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:42 INFO | -> Pre-selected 7837 entries from 10813 ( 72.4776 % ) 2018-05-15 16:25:43 INFO | -> Selected 5754 entries ( 53.2137 % ). Overall 60274 ( 3.34856 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:43 INFO | Using training file (17/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:43 INFO | -> Pre-selected 8366 entries from 11639 ( 71.879 % ) 2018-05-15 16:25:44 INFO | -> Selected 5763 entries ( 49.5146 % ). Overall 64275 ( 3.57083 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:44 INFO | Using training file (18/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:44 INFO | -> Pre-selected 8464 entries from 11710 ( 72.2801 % ) 2018-05-15 16:25:45 INFO | -> Selected 5755 entries ( 49.146 % ). Overall 68276 ( 3.79311 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:45 INFO | Using training file (19/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:45 INFO | -> Pre-selected 7929 entries from 10941 ( 72.4705 % ) 2018-05-15 16:25:46 INFO | -> Selected 5855 entries ( 53.5143 % ). Overall 72277 ( 4.01539 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:46 INFO | Using training file (20/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:46 INFO | -> Pre-selected 7659 entries from 10646 ( 71.9425 % ) 2018-05-15 16:25:47 INFO | -> Selected 5819 entries ( 54.659 % ). Overall 76278 ( 4.23767 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:47 INFO | Using training file (21/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:48 INFO | -> Pre-selected 8182 entries from 11458 ( 71.4086 % ) 2018-05-15 16:25:49 INFO | -> Selected 5654 entries ( 49.3454 % ). Overall 80279 ( 4.45994 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:49 INFO | Using training file (22/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000042.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:49 INFO | -> Pre-selected 8806 entries from 12238 ( 71.9562 % ) 2018-05-15 16:25:50 INFO | -> Selected 5646 entries ( 46.135 % ). Overall 84278 ( 4.68211 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:50 INFO | Using training file (23/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:50 INFO | -> Pre-selected 7936 entries from 11123 ( 71.3477 % ) 2018-05-15 16:25:51 INFO | -> Selected 5772 entries ( 51.8925 % ). Overall 88279 ( 4.90439 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:51 INFO | Using training file (24/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:51 INFO | -> Pre-selected 8141 entries from 11244 ( 72.4031 % ) 2018-05-15 16:25:52 INFO | -> Selected 5734 entries ( 50.9961 % ). Overall 92280 ( 5.12667 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:52 INFO | Using training file (25/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000027.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:52 INFO | -> Pre-selected 8260 entries from 11457 ( 72.0957 % ) 2018-05-15 16:25:53 INFO | -> Selected 5709 entries ( 49.8298 % ). Overall 96281 ( 5.34894 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:53 INFO | Using training file (26/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:53 INFO | -> Pre-selected 8382 entries from 11556 ( 72.5337 % ) 2018-05-15 16:25:55 INFO | -> Selected 5680 entries ( 49.152 % ). Overall 100281 ( 5.57117 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:55 INFO | Using training file (27/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:55 INFO | -> Pre-selected 8420 entries from 11595 ( 72.6175 % ) 2018-05-15 16:25:56 INFO | -> Selected 5701 entries ( 49.1677 % ). Overall 104282 ( 5.79344 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:56 INFO | Using training file (28/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:56 INFO | -> Pre-selected 7783 entries from 10680 ( 72.8745 % ) 2018-05-15 16:25:57 INFO | -> Selected 5834 entries ( 54.6255 % ). Overall 108281 ( 6.01561 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:57 INFO | Using training file (29/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:57 INFO | -> Pre-selected 8300 entries from 11492 ( 72.2242 % ) 2018-05-15 16:25:58 INFO | -> Selected 5813 entries ( 50.583 % ). Overall 112281 ( 6.23783 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:25:58 INFO | Using training file (30/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:25:58 INFO | -> Pre-selected 7912 entries from 10903 ( 72.5672 % ) 2018-05-15 16:26:00 INFO | -> Selected 5805 entries ( 53.2422 % ). Overall 116281 ( 6.46006 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:00 INFO | Using training file (31/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:00 INFO | -> Pre-selected 6212 entries from 8705 ( 71.3613 % ) 2018-05-15 16:26:01 INFO | -> Selected 5725 entries ( 65.7668 % ). Overall 120281 ( 6.68228 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:01 INFO | Using training file (32/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:01 INFO | -> Pre-selected 8564 entries from 11862 ( 72.1969 % ) 2018-05-15 16:26:02 INFO | -> Selected 5731 entries ( 48.3139 % ). Overall 124281 ( 6.9045 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:02 INFO | Using training file (33/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:02 INFO | -> Pre-selected 6099 entries from 8584 ( 71.0508 % ) 2018-05-15 16:26:03 INFO | -> Selected 5702 entries ( 66.4259 % ). Overall 128277 ( 7.1265 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:03 INFO | Using training file (34/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:03 INFO | -> Pre-selected 7945 entries from 11073 ( 71.7511 % ) 2018-05-15 16:26:04 INFO | -> Selected 5650 entries ( 51.025 % ). Overall 132276 ( 7.34867 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:04 INFO | Using training file (35/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:04 INFO | -> Pre-selected 7858 entries from 10893 ( 72.1381 % ) 2018-05-15 16:26:05 INFO | -> Selected 5781 entries ( 53.0708 % ). Overall 136276 ( 7.57089 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:05 INFO | Using training file (36/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:05 INFO | -> Pre-selected 8436 entries from 11688 ( 72.1766 % ) 2018-05-15 16:26:06 INFO | -> Selected 5692 entries ( 48.6995 % ). Overall 140277 ( 7.79317 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:06 INFO | Using training file (37/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:06 INFO | -> Pre-selected 8611 entries from 11912 ( 72.2884 % ) 2018-05-15 16:26:08 INFO | -> Selected 5814 entries ( 48.8079 % ). Overall 144277 ( 8.01539 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:08 INFO | Using training file (38/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:08 INFO | -> Pre-selected 6793 entries from 9296 ( 73.0744 % ) 2018-05-15 16:26:09 INFO | -> Selected 5707 entries ( 61.392 % ). Overall 148277 ( 8.23761 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:09 INFO | Using training file (39/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:09 INFO | -> Pre-selected 7635 entries from 10683 ( 71.4687 % ) 2018-05-15 16:26:10 INFO | -> Selected 5753 entries ( 53.8519 % ). Overall 152278 ( 8.45989 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:10 INFO | Using training file (40/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:10 INFO | -> Pre-selected 8469 entries from 11621 ( 72.8767 % ) 2018-05-15 16:26:11 INFO | -> Selected 5687 entries ( 48.9373 % ). Overall 156278 ( 8.68211 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:11 INFO | Using training file (41/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000111.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:11 INFO | -> Pre-selected 8510 entries from 11834 ( 71.9114 % ) 2018-05-15 16:26:13 INFO | -> Selected 5774 entries ( 48.7916 % ). Overall 160279 ( 8.90439 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:13 INFO | Using training file (42/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:13 INFO | -> Pre-selected 8237 entries from 11360 ( 72.5088 % ) 2018-05-15 16:26:14 INFO | -> Selected 5763 entries ( 50.7306 % ). Overall 164279 ( 9.12661 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:14 INFO | Using training file (43/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000023.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:14 INFO | -> Pre-selected 8288 entries from 11538 ( 71.8322 % ) 2018-05-15 16:26:15 INFO | -> Selected 5761 entries ( 49.9307 % ). Overall 168280 ( 9.34889 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:15 INFO | Using training file (44/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:15 INFO | -> Pre-selected 8131 entries from 11289 ( 72.0259 % ) 2018-05-15 16:26:16 INFO | -> Selected 5813 entries ( 51.4926 % ). Overall 172281 ( 9.57117 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:16 INFO | Using training file (45/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:16 INFO | -> Pre-selected 7654 entries from 10647 ( 71.8888 % ) 2018-05-15 16:26:17 INFO | -> Selected 5806 entries ( 54.5318 % ). Overall 176280 ( 9.79333 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:17 INFO | Using training file (46/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:17 INFO | -> Pre-selected 8193 entries from 11219 ( 73.0279 % ) 2018-05-15 16:26:18 INFO | -> Selected 5712 entries ( 50.9136 % ). Overall 180280 ( 10.0156 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:18 INFO | Using training file (47/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:18 INFO | -> Pre-selected 4038 entries from 5592 ( 72.2103 % ) 2018-05-15 16:26:19 INFO | -> Selected 4038 entries ( 72.2103 % ). Overall 183102 ( 10.1723 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:19 INFO | Using training file (48/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:19 INFO | -> Pre-selected 8363 entries from 11533 ( 72.5137 % ) 2018-05-15 16:26:20 INFO | -> Selected 5763 entries ( 49.9697 % ). Overall 187103 ( 10.3946 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:20 INFO | Using training file (49/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:20 INFO | -> Pre-selected 7804 entries from 10770 ( 72.4605 % ) 2018-05-15 16:26:21 INFO | -> Selected 5719 entries ( 53.1012 % ). Overall 191104 ( 10.6169 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:21 INFO | Using training file (50/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:21 INFO | -> Pre-selected 8362 entries from 11712 ( 71.3969 % ) 2018-05-15 16:26:23 INFO | -> Selected 5690 entries ( 48.5827 % ). Overall 195104 ( 10.8391 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:23 INFO | Using training file (51/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000096.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:23 INFO | -> Pre-selected 8228 entries from 11352 ( 72.4806 % ) 2018-05-15 16:26:24 INFO | -> Selected 5756 entries ( 50.7047 % ). Overall 199104 ( 11.0613 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:24 INFO | Using training file (52/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:24 INFO | -> Pre-selected 8528 entries from 11734 ( 72.6777 % ) 2018-05-15 16:26:25 INFO | -> Selected 5727 entries ( 48.8069 % ). Overall 203105 ( 11.2836 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:25 INFO | Using training file (53/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:25 INFO | -> Pre-selected 8175 entries from 11356 ( 71.9884 % ) 2018-05-15 16:26:26 INFO | -> Selected 5677 entries ( 49.9912 % ). Overall 207105 ( 11.5058 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:26 INFO | Using training file (54/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000077.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:26 INFO | -> Pre-selected 8411 entries from 11590 ( 72.5712 % ) 2018-05-15 16:26:27 INFO | -> Selected 5845 entries ( 50.4314 % ). Overall 211105 ( 11.7281 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:27 INFO | Using training file (55/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:27 INFO | -> Pre-selected 7452 entries from 10321 ( 72.2023 % ) 2018-05-15 16:26:28 INFO | -> Selected 5713 entries ( 55.3532 % ). Overall 215105 ( 11.9503 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:28 INFO | Using training file (56/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:28 INFO | -> Pre-selected 7956 entries from 10966 ( 72.5515 % ) 2018-05-15 16:26:30 INFO | -> Selected 5722 entries ( 52.1795 % ). Overall 219105 ( 12.1725 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:30 INFO | Using training file (57/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000119.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:30 INFO | -> Pre-selected 7960 entries from 10867 ( 73.2493 % ) 2018-05-15 16:26:31 INFO | -> Selected 5732 entries ( 52.7468 % ). Overall 223105 ( 12.3947 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:31 INFO | Using training file (58/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:31 INFO | -> Pre-selected 8290 entries from 11448 ( 72.4144 % ) 2018-05-15 16:26:32 INFO | -> Selected 5840 entries ( 51.0133 % ). Overall 227106 ( 12.617 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:32 INFO | Using training file (59/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:32 INFO | -> Pre-selected 5416 entries from 7569 ( 71.555 % ) 2018-05-15 16:26:33 INFO | -> Selected 5414 entries ( 71.5286 % ). Overall 230880 ( 12.8267 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:33 INFO | Using training file (60/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:33 INFO | -> Pre-selected 8131 entries from 11367 ( 71.5316 % ) 2018-05-15 16:26:34 INFO | -> Selected 5682 entries ( 49.9868 % ). Overall 234881 ( 13.0489 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:34 INFO | Using training file (61/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:34 INFO | -> Pre-selected 8167 entries from 11210 ( 72.8546 % ) 2018-05-15 16:26:35 INFO | -> Selected 5706 entries ( 50.901 % ). Overall 238881 ( 13.2712 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:35 INFO | Using training file (62/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:35 INFO | -> Pre-selected 7888 entries from 10952 ( 72.0234 % ) 2018-05-15 16:26:36 INFO | -> Selected 5729 entries ( 52.3101 % ). Overall 242881 ( 13.4934 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:36 INFO | Using training file (63/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:36 INFO | -> Pre-selected 7904 entries from 10979 ( 71.992 % ) 2018-05-15 16:26:37 INFO | -> Selected 5639 entries ( 51.3617 % ). Overall 246882 ( 13.7157 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:37 INFO | Using training file (64/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:37 INFO | -> Pre-selected 7927 entries from 11165 ( 70.9987 % ) 2018-05-15 16:26:38 INFO | -> Selected 5742 entries ( 51.4286 % ). Overall 250882 ( 13.9379 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:38 INFO | Using training file (65/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:38 INFO | -> Pre-selected 8473 entries from 11712 ( 72.3446 % ) 2018-05-15 16:26:40 INFO | -> Selected 5746 entries ( 49.0608 % ). Overall 254883 ( 14.1602 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:40 INFO | Using training file (66/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:40 INFO | -> Pre-selected 6322 entries from 8834 ( 71.5644 % ) 2018-05-15 16:26:41 INFO | -> Selected 5809 entries ( 65.7573 % ). Overall 258881 ( 14.3823 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:41 INFO | Using training file (67/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:41 INFO | -> Pre-selected 8171 entries from 11404 ( 71.6503 % ) 2018-05-15 16:26:42 INFO | -> Selected 5743 entries ( 50.3595 % ). Overall 262882 ( 14.6046 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:42 INFO | Using training file (68/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:42 INFO | -> Pre-selected 7940 entries from 11095 ( 71.5638 % ) 2018-05-15 16:26:43 INFO | -> Selected 5754 entries ( 51.8612 % ). Overall 266883 ( 14.8268 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:43 INFO | Using training file (69/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:43 INFO | -> Pre-selected 7839 entries from 10831 ( 72.3756 % ) 2018-05-15 16:26:44 INFO | -> Selected 5754 entries ( 53.1253 % ). Overall 270884 ( 15.0491 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:44 INFO | Using training file (70/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:44 INFO | -> Pre-selected 7985 entries from 11039 ( 72.3345 % ) 2018-05-15 16:26:45 INFO | -> Selected 5727 entries ( 51.8797 % ). Overall 274885 ( 15.2714 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:45 INFO | Using training file (71/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:45 INFO | -> Pre-selected 7897 entries from 11036 ( 71.5567 % ) 2018-05-15 16:26:46 INFO | -> Selected 5770 entries ( 52.2834 % ). Overall 278885 ( 15.4936 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:46 INFO | Using training file (72/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:46 INFO | -> Pre-selected 8069 entries from 11080 ( 72.8249 % ) 2018-05-15 16:26:47 INFO | -> Selected 5733 entries ( 51.7419 % ). Overall 282885 ( 15.7158 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:47 INFO | Using training file (73/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:47 INFO | -> Pre-selected 8459 entries from 11688 ( 72.3734 % ) 2018-05-15 16:26:49 INFO | -> Selected 5736 entries ( 49.076 % ). Overall 286886 ( 15.9381 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:49 INFO | Using training file (74/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000114.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:49 INFO | -> Pre-selected 8184 entries from 11384 ( 71.8904 % ) 2018-05-15 16:26:50 INFO | -> Selected 5658 entries ( 49.7013 % ). Overall 290885 ( 16.1603 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:50 INFO | Using training file (75/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:50 INFO | -> Pre-selected 8608 entries from 11811 ( 72.8812 % ) 2018-05-15 16:26:51 INFO | -> Selected 5706 entries ( 48.3109 % ). Overall 294885 ( 16.3825 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:51 INFO | Using training file (76/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000035.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:51 INFO | -> Pre-selected 8280 entries from 11337 ( 73.0352 % ) 2018-05-15 16:26:52 INFO | -> Selected 5756 entries ( 50.7718 % ). Overall 298886 ( 16.6048 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:52 INFO | Using training file (77/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000027.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:52 INFO | -> Pre-selected 6732 entries from 9060 ( 74.3046 % ) 2018-05-15 16:26:53 INFO | -> Selected 5684 entries ( 62.7373 % ). Overall 302886 ( 16.827 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:53 INFO | Using training file (78/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:53 INFO | -> Pre-selected 8419 entries from 11629 ( 72.3966 % ) 2018-05-15 16:26:54 INFO | -> Selected 5829 entries ( 50.1247 % ). Overall 306885 ( 17.0492 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:54 INFO | Using training file (79/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:54 INFO | -> Pre-selected 6067 entries from 8436 ( 71.918 % ) 2018-05-15 16:26:55 INFO | -> Selected 5794 entries ( 68.6818 % ). Overall 310880 ( 17.2711 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:55 INFO | Using training file (80/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:55 INFO | -> Pre-selected 8253 entries from 11440 ( 72.1416 % ) 2018-05-15 16:26:57 INFO | -> Selected 5731 entries ( 50.0962 % ). Overall 314881 ( 17.4934 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:57 INFO | Using training file (81/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:57 INFO | -> Pre-selected 8204 entries from 11245 ( 72.9569 % ) 2018-05-15 16:26:58 INFO | -> Selected 5694 entries ( 50.6358 % ). Overall 318882 ( 17.7157 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:58 INFO | Using training file (82/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:58 INFO | -> Pre-selected 7720 entries from 10793 ( 71.5278 % ) 2018-05-15 16:26:59 INFO | -> Selected 5697 entries ( 52.7842 % ). Overall 322883 ( 17.9379 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:26:59 INFO | Using training file (83/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:26:59 INFO | -> Pre-selected 7952 entries from 11238 ( 70.7599 % ) 2018-05-15 16:27:00 INFO | -> Selected 5737 entries ( 51.05 % ). Overall 326884 ( 18.1602 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:00 INFO | Using training file (84/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000035.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:00 INFO | -> Pre-selected 7975 entries from 11016 ( 72.3947 % ) 2018-05-15 16:27:01 INFO | -> Selected 5745 entries ( 52.1514 % ). Overall 330885 ( 18.3825 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:01 INFO | Using training file (85/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:01 INFO | -> Pre-selected 8216 entries from 11519 ( 71.3256 % ) 2018-05-15 16:27:02 INFO | -> Selected 5721 entries ( 49.6658 % ). Overall 334885 ( 18.6047 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:02 INFO | Using training file (86/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:02 INFO | -> Pre-selected 2045 entries from 2833 ( 72.185 % ) 2018-05-15 16:27:03 INFO | -> Selected 2045 entries ( 72.185 % ). Overall 336310 ( 18.6839 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:03 INFO | Using training file (87/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:03 INFO | -> Pre-selected 3884 entries from 5430 ( 71.5285 % ) 2018-05-15 16:27:03 INFO | -> Selected 3884 entries ( 71.5285 % ). Overall 339065 ( 18.8369 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:03 INFO | Using training file (88/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000078.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:03 INFO | -> Pre-selected 8131 entries from 11264 ( 72.1857 % ) 2018-05-15 16:27:04 INFO | -> Selected 5664 entries ( 50.2841 % ). Overall 343065 ( 19.0592 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:04 INFO | Using training file (89/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:04 INFO | -> Pre-selected 8362 entries from 11612 ( 72.0117 % ) 2018-05-15 16:27:06 INFO | -> Selected 5587 entries ( 48.114 % ). Overall 347066 ( 19.2814 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:06 INFO | Using training file (90/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:06 INFO | -> Pre-selected 8093 entries from 11239 ( 72.0082 % ) 2018-05-15 16:27:07 INFO | -> Selected 5784 entries ( 51.4637 % ). Overall 351067 ( 19.5037 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:07 INFO | Using training file (91/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:07 INFO | -> Pre-selected 8282 entries from 11667 ( 70.9865 % ) 2018-05-15 16:27:08 INFO | -> Selected 5700 entries ( 48.8557 % ). Overall 355067 ( 19.7259 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:08 INFO | Using training file (92/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:08 INFO | -> Pre-selected 4167 entries from 5798 ( 71.8696 % ) 2018-05-15 16:27:09 INFO | -> Selected 4167 entries ( 71.8696 % ). Overall 357970 ( 19.8872 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:09 INFO | Using training file (93/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:09 INFO | -> Pre-selected 8514 entries from 11841 ( 71.9027 % ) 2018-05-15 16:27:10 INFO | -> Selected 5810 entries ( 49.0668 % ). Overall 361970 ( 20.1094 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:10 INFO | Using training file (94/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:10 INFO | -> Pre-selected 8145 entries from 11310 ( 72.0159 % ) 2018-05-15 16:27:11 INFO | -> Selected 5688 entries ( 50.2918 % ). Overall 365971 ( 20.3317 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:11 INFO | Using training file (95/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:11 INFO | -> Pre-selected 7759 entries from 10843 ( 71.5577 % ) 2018-05-15 16:27:12 INFO | -> Selected 5781 entries ( 53.3155 % ). Overall 369972 ( 20.554 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:12 INFO | Using training file (96/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:12 INFO | -> Pre-selected 8184 entries from 11423 ( 71.6449 % ) 2018-05-15 16:27:13 INFO | -> Selected 5770 entries ( 50.5121 % ). Overall 373972 ( 20.7762 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:13 INFO | Using training file (97/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:13 INFO | -> Pre-selected 7067 entries from 9628 ( 73.4005 % ) 2018-05-15 16:27:14 INFO | -> Selected 5699 entries ( 59.1919 % ). Overall 377973 ( 20.9985 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:14 INFO | Using training file (98/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:14 INFO | -> Pre-selected 8123 entries from 11286 ( 71.9741 % ) 2018-05-15 16:27:15 INFO | -> Selected 5777 entries ( 51.1873 % ). Overall 381973 ( 21.2207 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:15 INFO | Using training file (99/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000122.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:15 INFO | -> Pre-selected 8215 entries from 11391 ( 72.1183 % ) 2018-05-15 16:27:16 INFO | -> Selected 5789 entries ( 50.8208 % ). Overall 385973 ( 21.4429 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:16 INFO | Using training file (100/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:16 INFO | -> Pre-selected 4001 entries from 5530 ( 72.3508 % ) 2018-05-15 16:27:17 INFO | -> Selected 4001 entries ( 72.3508 % ). Overall 388754 ( 21.5974 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:17 INFO | Using training file (101/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000018.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:17 INFO | -> Pre-selected 8056 entries from 11113 ( 72.4917 % ) 2018-05-15 16:27:18 INFO | -> Selected 5804 entries ( 52.2271 % ). Overall 392755 ( 21.8197 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:18 INFO | Using training file (102/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:18 INFO | -> Pre-selected 8694 entries from 12151 ( 71.5497 % ) 2018-05-15 16:27:19 INFO | -> Selected 5738 entries ( 47.2225 % ). Overall 396755 ( 22.0419 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:19 INFO | Using training file (103/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:19 INFO | -> Pre-selected 8839 entries from 12258 ( 72.108 % ) 2018-05-15 16:27:20 INFO | -> Selected 5727 entries ( 46.7205 % ). Overall 400755 ( 22.2642 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:20 INFO | Using training file (104/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:20 INFO | -> Pre-selected 8010 entries from 10978 ( 72.9641 % ) 2018-05-15 16:27:21 INFO | -> Selected 5689 entries ( 51.8218 % ). Overall 404756 ( 22.4864 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:21 INFO | Using training file (105/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:21 INFO | -> Pre-selected 8398 entries from 11629 ( 72.216 % ) 2018-05-15 16:27:22 INFO | -> Selected 5744 entries ( 49.3938 % ). Overall 408756 ( 22.7087 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:22 INFO | Using training file (106/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:22 INFO | -> Pre-selected 8453 entries from 11608 ( 72.8205 % ) 2018-05-15 16:27:23 INFO | -> Selected 5779 entries ( 49.7846 % ). Overall 412756 ( 22.9309 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:23 INFO | Using training file (107/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:23 INFO | -> Pre-selected 7703 entries from 10695 ( 72.0243 % ) 2018-05-15 16:27:24 INFO | -> Selected 5691 entries ( 53.2118 % ). Overall 416754 ( 23.153 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:24 INFO | Using training file (108/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:24 INFO | -> Pre-selected 7873 entries from 10961 ( 71.8274 % ) 2018-05-15 16:27:25 INFO | -> Selected 5614 entries ( 51.218 % ). Overall 420755 ( 23.3753 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:25 INFO | Using training file (109/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:25 INFO | -> Pre-selected 8281 entries from 11379 ( 72.7744 % ) 2018-05-15 16:27:26 INFO | -> Selected 5791 entries ( 50.892 % ). Overall 424754 ( 23.5974 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:26 INFO | Using training file (110/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:26 INFO | -> Pre-selected 8309 entries from 11667 ( 71.218 % ) 2018-05-15 16:27:27 INFO | -> Selected 5671 entries ( 48.6072 % ). Overall 428755 ( 23.8197 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:27 INFO | Using training file (111/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144103/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:27 INFO | -> Pre-selected 8100 entries from 11218 ( 72.2054 % ) 2018-05-15 16:27:28 INFO | -> Selected 5746 entries ( 51.2213 % ). Overall 432755 ( 24.0419 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:28 INFO | Using training file (112/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:28 INFO | -> Pre-selected 8212 entries from 11246 ( 73.0215 % ) 2018-05-15 16:27:30 INFO | -> Selected 5733 entries ( 50.9781 % ). Overall 436756 ( 24.2642 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:30 INFO | Using training file (113/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000042.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:30 INFO | -> Pre-selected 7093 entries from 9812 ( 72.289 % ) 2018-05-15 16:27:30 INFO | -> Selected 5707 entries ( 58.1635 % ). Overall 440757 ( 24.4865 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:30 INFO | Using training file (114/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:31 INFO | -> Pre-selected 8057 entries from 11372 ( 70.8495 % ) 2018-05-15 16:27:32 INFO | -> Selected 5703 entries ( 50.1495 % ). Overall 444758 ( 24.7088 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:32 INFO | Using training file (115/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:32 INFO | -> Pre-selected 8347 entries from 11547 ( 72.2872 % ) 2018-05-15 16:27:33 INFO | -> Selected 5709 entries ( 49.4414 % ). Overall 448758 ( 24.931 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:33 INFO | Using training file (116/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000035.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:33 INFO | -> Pre-selected 8232 entries from 11397 ( 72.2295 % ) 2018-05-15 16:27:34 INFO | -> Selected 5718 entries ( 50.1711 % ). Overall 452758 ( 25.1532 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:34 INFO | Using training file (117/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:34 INFO | -> Pre-selected 8234 entries from 11285 ( 72.9641 % ) 2018-05-15 16:27:35 INFO | -> Selected 5611 entries ( 49.7209 % ). Overall 456758 ( 25.3754 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:35 INFO | Using training file (118/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000018.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:35 INFO | -> Pre-selected 8024 entries from 11259 ( 71.2674 % ) 2018-05-15 16:27:36 INFO | -> Selected 5708 entries ( 50.6972 % ). Overall 460758 ( 25.5977 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:36 INFO | Using training file (119/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:36 INFO | -> Pre-selected 8470 entries from 11790 ( 71.8405 % ) 2018-05-15 16:27:37 INFO | -> Selected 5757 entries ( 48.8295 % ). Overall 464758 ( 25.8199 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:37 INFO | Using training file (120/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:37 INFO | -> Pre-selected 1762 entries from 2536 ( 69.4795 % ) 2018-05-15 16:27:37 INFO | -> Selected 1762 entries ( 69.4795 % ). Overall 465986 ( 25.8881 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:37 INFO | Using training file (121/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000059.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:37 INFO | -> Pre-selected 8283 entries from 11503 ( 72.0073 % ) 2018-05-15 16:27:38 INFO | -> Selected 5808 entries ( 50.4912 % ). Overall 469987 ( 26.1104 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:38 INFO | Using training file (122/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:38 INFO | -> Pre-selected 8547 entries from 11737 ( 72.821 % ) 2018-05-15 16:27:39 INFO | -> Selected 5671 entries ( 48.3173 % ). Overall 473988 ( 26.3327 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:39 INFO | Using training file (123/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14103034/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:39 INFO | -> Pre-selected 2102 entries from 2970 ( 70.7744 % ) 2018-05-15 16:27:40 INFO | -> Selected 2102 entries ( 70.7744 % ). Overall 475464 ( 26.4147 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:40 INFO | Using training file (124/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:40 INFO | -> Pre-selected 7789 entries from 10751 ( 72.4491 % ) 2018-05-15 16:27:41 INFO | -> Selected 5692 entries ( 52.9439 % ). Overall 479463 ( 26.6368 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:41 INFO | Using training file (125/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:41 INFO | -> Pre-selected 7990 entries from 11119 ( 71.859 % ) 2018-05-15 16:27:42 INFO | -> Selected 5729 entries ( 51.5244 % ). Overall 483464 ( 26.8591 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:42 INFO | Using training file (126/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:42 INFO | -> Pre-selected 8220 entries from 11357 ( 72.3783 % ) 2018-05-15 16:27:43 INFO | -> Selected 5662 entries ( 49.8547 % ). Overall 487463 ( 27.0813 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:43 INFO | Using training file (127/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:43 INFO | -> Pre-selected 8156 entries from 11207 ( 72.7759 % ) 2018-05-15 16:27:44 INFO | -> Selected 5799 entries ( 51.7444 % ). Overall 491464 ( 27.3036 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:44 INFO | Using training file (128/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:44 INFO | -> Pre-selected 7878 entries from 10979 ( 71.7552 % ) 2018-05-15 16:27:45 INFO | -> Selected 5749 entries ( 52.3636 % ). Overall 495465 ( 27.5258 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:45 INFO | Using training file (129/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:45 INFO | -> Pre-selected 8141 entries from 10936 ( 74.4422 % ) 2018-05-15 16:27:46 INFO | -> Selected 5777 entries ( 52.8255 % ). Overall 499465 ( 27.7481 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:46 INFO | Using training file (130/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:46 INFO | -> Pre-selected 8050 entries from 11299 ( 71.2452 % ) 2018-05-15 16:27:47 INFO | -> Selected 5742 entries ( 50.8187 % ). Overall 503465 ( 27.9703 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:47 INFO | Using training file (131/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000034.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:47 INFO | -> Pre-selected 8256 entries from 11454 ( 72.0796 % ) 2018-05-15 16:27:48 INFO | -> Selected 5732 entries ( 50.0437 % ). Overall 507466 ( 28.1926 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:48 INFO | Using training file (132/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:48 INFO | -> Pre-selected 8198 entries from 11430 ( 71.7235 % ) 2018-05-15 16:27:49 INFO | -> Selected 5665 entries ( 49.5626 % ). Overall 511467 ( 28.4148 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:49 INFO | Using training file (133/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:49 INFO | -> Pre-selected 7996 entries from 11119 ( 71.9129 % ) 2018-05-15 16:27:50 INFO | -> Selected 5740 entries ( 51.6233 % ). Overall 515468 ( 28.6371 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:50 INFO | Using training file (134/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:50 INFO | -> Pre-selected 8300 entries from 11489 ( 72.243 % ) 2018-05-15 16:27:51 INFO | -> Selected 5751 entries ( 50.0566 % ). Overall 519469 ( 28.8594 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:51 INFO | Using training file (135/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:51 INFO | -> Pre-selected 8380 entries from 11627 ( 72.0736 % ) 2018-05-15 16:27:52 INFO | -> Selected 5688 entries ( 48.9206 % ). Overall 523470 ( 29.0817 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:52 INFO | Using training file (136/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:52 INFO | -> Pre-selected 8412 entries from 11771 ( 71.4638 % ) 2018-05-15 16:27:53 INFO | -> Selected 5753 entries ( 48.8744 % ). Overall 527470 ( 29.3039 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:53 INFO | Using training file (137/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:53 INFO | -> Pre-selected 7980 entries from 11050 ( 72.2172 % ) 2018-05-15 16:27:54 INFO | -> Selected 5690 entries ( 51.4932 % ). Overall 531470 ( 29.5261 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:54 INFO | Using training file (138/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:54 INFO | -> Pre-selected 6486 entries from 8748 ( 74.1427 % ) 2018-05-15 16:27:55 INFO | -> Selected 5690 entries ( 65.0434 % ). Overall 535471 ( 29.7484 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:55 INFO | Using training file (139/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:55 INFO | -> Pre-selected 6635 entries from 9158 ( 72.4503 % ) 2018-05-15 16:27:56 INFO | -> Selected 5693 entries ( 62.1642 % ). Overall 539472 ( 29.9707 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:56 INFO | Using training file (140/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000065.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:56 INFO | -> Pre-selected 8196 entries from 11207 ( 73.1329 % ) 2018-05-15 16:27:57 INFO | -> Selected 5689 entries ( 50.7629 % ). Overall 543472 ( 30.1929 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:57 INFO | Using training file (141/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:57 INFO | -> Pre-selected 8177 entries from 11354 ( 72.0187 % ) 2018-05-15 16:27:58 INFO | -> Selected 5743 entries ( 50.5813 % ). Overall 547472 ( 30.4151 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:58 INFO | Using training file (142/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:58 INFO | -> Pre-selected 8038 entries from 11026 ( 72.9004 % ) 2018-05-15 16:27:59 INFO | -> Selected 5771 entries ( 52.3399 % ). Overall 551472 ( 30.6373 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:27:59 INFO | Using training file (143/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:27:59 INFO | -> Pre-selected 4495 entries from 6205 ( 72.4416 % ) 2018-05-15 16:28:00 INFO | -> Selected 4495 entries ( 72.4416 % ). Overall 554632 ( 30.8129 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:00 INFO | Using training file (144/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:00 INFO | -> Pre-selected 8571 entries from 11843 ( 72.3719 % ) 2018-05-15 16:28:01 INFO | -> Selected 5745 entries ( 48.5097 % ). Overall 558632 ( 31.0351 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:01 INFO | Using training file (145/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:01 INFO | -> Pre-selected 8043 entries from 11312 ( 71.1015 % ) 2018-05-15 16:28:02 INFO | -> Selected 5796 entries ( 51.2376 % ). Overall 562633 ( 31.2574 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:02 INFO | Using training file (146/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:02 INFO | -> Pre-selected 8043 entries from 11192 ( 71.8638 % ) 2018-05-15 16:28:03 INFO | -> Selected 5747 entries ( 51.3492 % ). Overall 566634 ( 31.4797 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:03 INFO | Using training file (147/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000027.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:03 INFO | -> Pre-selected 6183 entries from 8484 ( 72.8784 % ) 2018-05-15 16:28:04 INFO | -> Selected 5725 entries ( 67.48 % ). Overall 570634 ( 31.7019 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:04 INFO | Using training file (148/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:04 INFO | -> Pre-selected 8433 entries from 11709 ( 72.0215 % ) 2018-05-15 16:28:05 INFO | -> Selected 5732 entries ( 48.9538 % ). Overall 574635 ( 31.9242 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:05 INFO | Using training file (149/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:05 INFO | -> Pre-selected 8046 entries from 11190 ( 71.9035 % ) 2018-05-15 16:28:06 INFO | -> Selected 5738 entries ( 51.2779 % ). Overall 578636 ( 32.1464 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:06 INFO | Using training file (150/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:06 INFO | -> Pre-selected 7452 entries from 10475 ( 71.1408 % ) 2018-05-15 16:28:07 INFO | -> Selected 5724 entries ( 54.6444 % ). Overall 582636 ( 32.3687 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:07 INFO | Using training file (151/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:07 INFO | -> Pre-selected 8185 entries from 11492 ( 71.2235 % ) 2018-05-15 16:28:08 INFO | -> Selected 5767 entries ( 50.1827 % ). Overall 586637 ( 32.5909 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:08 INFO | Using training file (152/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:08 INFO | -> Pre-selected 8049 entries from 11091 ( 72.5724 % ) 2018-05-15 16:28:10 INFO | -> Selected 5739 entries ( 51.7447 % ). Overall 590637 ( 32.8132 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:10 INFO | Using training file (153/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:10 INFO | -> Pre-selected 8472 entries from 11638 ( 72.796 % ) 2018-05-15 16:28:11 INFO | -> Selected 5700 entries ( 48.9775 % ). Overall 594638 ( 33.0354 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:11 INFO | Using training file (154/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000025.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:11 INFO | -> Pre-selected 8364 entries from 11538 ( 72.4909 % ) 2018-05-15 16:28:12 INFO | -> Selected 5763 entries ( 49.948 % ). Overall 598639 ( 33.2577 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:12 INFO | Using training file (155/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000034.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:12 INFO | -> Pre-selected 7918 entries from 10779 ( 73.4576 % ) 2018-05-15 16:28:13 INFO | -> Selected 5741 entries ( 53.261 % ). Overall 602640 ( 33.48 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:13 INFO | Using training file (156/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:13 INFO | -> Pre-selected 8025 entries from 11135 ( 72.07 % ) 2018-05-15 16:28:14 INFO | -> Selected 5692 entries ( 51.1181 % ). Overall 606641 ( 33.7023 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:14 INFO | Using training file (157/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000034.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:14 INFO | -> Pre-selected 8087 entries from 11289 ( 71.6361 % ) 2018-05-15 16:28:15 INFO | -> Selected 5681 entries ( 50.3233 % ). Overall 610642 ( 33.9246 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:15 INFO | Using training file (158/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:15 INFO | -> Pre-selected 8319 entries from 11465 ( 72.56 % ) 2018-05-15 16:28:16 INFO | -> Selected 5756 entries ( 50.205 % ). Overall 614642 ( 34.1468 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:16 INFO | Using training file (159/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:16 INFO | -> Pre-selected 8067 entries from 11192 ( 72.0783 % ) 2018-05-15 16:28:17 INFO | -> Selected 5692 entries ( 50.8578 % ). Overall 618643 ( 34.3691 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:17 INFO | Using training file (160/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:17 INFO | -> Pre-selected 7493 entries from 10293 ( 72.797 % ) 2018-05-15 16:28:18 INFO | -> Selected 5725 entries ( 55.6203 % ). Overall 622643 ( 34.5913 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:18 INFO | Using training file (161/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:18 INFO | -> Pre-selected 6168 entries from 8550 ( 72.1404 % ) 2018-05-15 16:28:19 INFO | -> Selected 5748 entries ( 67.2281 % ). Overall 626641 ( 34.8134 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:19 INFO | Using training file (162/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:19 INFO | -> Pre-selected 7287 entries from 10129 ( 71.9419 % ) 2018-05-15 16:28:20 INFO | -> Selected 5726 entries ( 56.5308 % ). Overall 630641 ( 35.0356 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:20 INFO | Using training file (163/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:20 INFO | -> Pre-selected 6499 entries from 8895 ( 73.0635 % ) 2018-05-15 16:28:21 INFO | -> Selected 5662 entries ( 63.6537 % ). Overall 634640 ( 35.2578 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:21 INFO | Using training file (164/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:21 INFO | -> Pre-selected 8084 entries from 11210 ( 72.1142 % ) 2018-05-15 16:28:22 INFO | -> Selected 5708 entries ( 50.9188 % ). Overall 638640 ( 35.48 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:22 INFO | Using training file (165/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:22 INFO | -> Pre-selected 7923 entries from 10977 ( 72.1782 % ) 2018-05-15 16:28:22 INFO | -> Selected 5806 entries ( 52.8924 % ). Overall 642640 ( 35.7022 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:22 INFO | Using training file (166/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14103034/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:23 INFO | -> Pre-selected 1864 entries from 2601 ( 71.6647 % ) 2018-05-15 16:28:23 INFO | -> Selected 1864 entries ( 71.6647 % ). Overall 643941 ( 35.7745 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:23 INFO | Using training file (167/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:23 INFO | -> Pre-selected 7986 entries from 11002 ( 72.5868 % ) 2018-05-15 16:28:24 INFO | -> Selected 5743 entries ( 52.1996 % ). Overall 647942 ( 35.9968 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:24 INFO | Using training file (168/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:24 INFO | -> Pre-selected 6205 entries from 8654 ( 71.7009 % ) 2018-05-15 16:28:25 INFO | -> Selected 5681 entries ( 65.6459 % ). Overall 651943 ( 36.2191 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:25 INFO | Using training file (169/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:25 INFO | -> Pre-selected 8413 entries from 11595 ( 72.5571 % ) 2018-05-15 16:28:26 INFO | -> Selected 5809 entries ( 50.0992 % ). Overall 655944 ( 36.4413 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:26 INFO | Using training file (170/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:26 INFO | -> Pre-selected 4121 entries from 5701 ( 72.2856 % ) 2018-05-15 16:28:26 INFO | -> Selected 4121 entries ( 72.2856 % ). Overall 658806 ( 36.6003 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:26 INFO | Using training file (171/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:26 INFO | -> Pre-selected 8501 entries from 11715 ( 72.5651 % ) 2018-05-15 16:28:27 INFO | -> Selected 5700 entries ( 48.6556 % ). Overall 662806 ( 36.8226 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:27 INFO | Using training file (172/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:27 INFO | -> Pre-selected 8607 entries from 11893 ( 72.3703 % ) 2018-05-15 16:28:28 INFO | -> Selected 5749 entries ( 48.3394 % ). Overall 666807 ( 37.0448 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:28 INFO | Using training file (173/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:28 INFO | -> Pre-selected 6539 entries from 9118 ( 71.7153 % ) 2018-05-15 16:28:29 INFO | -> Selected 5713 entries ( 62.6563 % ). Overall 670807 ( 37.2671 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:29 INFO | Using training file (174/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000034.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:29 INFO | -> Pre-selected 7673 entries from 10580 ( 72.5236 % ) 2018-05-15 16:28:30 INFO | -> Selected 5699 entries ( 53.8658 % ). Overall 674806 ( 37.4892 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:30 INFO | Using training file (175/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:30 INFO | -> Pre-selected 8563 entries from 11850 ( 72.2616 % ) 2018-05-15 16:28:31 INFO | -> Selected 5799 entries ( 48.9367 % ). Overall 678806 ( 37.7114 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:31 INFO | Using training file (176/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:31 INFO | -> Pre-selected 3696 entries from 5048 ( 73.2171 % ) 2018-05-15 16:28:32 INFO | -> Selected 3696 entries ( 73.2171 % ). Overall 681358 ( 37.8532 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:32 INFO | Using training file (177/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:32 INFO | -> Pre-selected 7708 entries from 10627 ( 72.5322 % ) 2018-05-15 16:28:33 INFO | -> Selected 5726 entries ( 53.8816 % ). Overall 685358 ( 38.0754 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:33 INFO | Using training file (178/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:33 INFO | -> Pre-selected 7978 entries from 10863 ( 73.442 % ) 2018-05-15 16:28:34 INFO | -> Selected 5742 entries ( 52.8583 % ). Overall 689359 ( 38.2977 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:34 INFO | Using training file (179/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:34 INFO | -> Pre-selected 8259 entries from 11475 ( 71.9739 % ) 2018-05-15 16:28:35 INFO | -> Selected 5757 entries ( 50.1699 % ). Overall 693359 ( 38.5199 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:35 INFO | Using training file (180/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:35 INFO | -> Pre-selected 8158 entries from 11299 ( 72.2011 % ) 2018-05-15 16:28:36 INFO | -> Selected 5709 entries ( 50.5266 % ). Overall 697359 ( 38.7422 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:36 INFO | Using training file (181/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000023.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:36 INFO | -> Pre-selected 8320 entries from 11439 ( 72.7336 % ) 2018-05-15 16:28:37 INFO | -> Selected 5751 entries ( 50.2754 % ). Overall 701360 ( 38.9644 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:37 INFO | Using training file (182/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:37 INFO | -> Pre-selected 7521 entries from 10476 ( 71.7927 % ) 2018-05-15 16:28:38 INFO | -> Selected 5714 entries ( 54.5437 % ). Overall 705360 ( 39.1867 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:38 INFO | Using training file (183/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:38 INFO | -> Pre-selected 1997 entries from 2803 ( 71.2451 % ) 2018-05-15 16:28:38 INFO | -> Selected 1997 entries ( 71.2451 % ). Overall 706752 ( 39.264 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:38 INFO | Using training file (184/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:38 INFO | -> Pre-selected 8304 entries from 11444 ( 72.562 % ) 2018-05-15 16:28:39 INFO | -> Selected 5752 entries ( 50.2621 % ). Overall 710752 ( 39.4862 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:39 INFO | Using training file (185/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000034.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:39 INFO | -> Pre-selected 8099 entries from 11080 ( 73.0957 % ) 2018-05-15 16:28:40 INFO | -> Selected 5725 entries ( 51.6697 % ). Overall 714752 ( 39.7084 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:40 INFO | Using training file (186/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:40 INFO | -> Pre-selected 5483 entries from 7391 ( 74.1848 % ) 2018-05-15 16:28:41 INFO | -> Selected 5481 entries ( 74.1578 % ). Overall 718626 ( 39.9237 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:41 INFO | Using training file (187/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:41 INFO | -> Pre-selected 8098 entries from 11379 ( 71.1662 % ) 2018-05-15 16:28:42 INFO | -> Selected 5717 entries ( 50.2417 % ). Overall 722626 ( 40.1459 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:42 INFO | Using training file (188/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:42 INFO | -> Pre-selected 8225 entries from 11480 ( 71.6463 % ) 2018-05-15 16:28:43 INFO | -> Selected 5713 entries ( 49.7648 % ). Overall 726627 ( 40.3682 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:43 INFO | Using training file (189/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:43 INFO | -> Pre-selected 7596 entries from 10520 ( 72.2053 % ) 2018-05-15 16:28:44 INFO | -> Selected 5761 entries ( 54.7624 % ). Overall 730628 ( 40.5904 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:44 INFO | Using training file (190/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000084.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:44 INFO | -> Pre-selected 8386 entries from 11644 ( 72.0199 % ) 2018-05-15 16:28:45 INFO | -> Selected 5750 entries ( 49.3817 % ). Overall 734628 ( 40.8127 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:45 INFO | Using training file (191/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:45 INFO | -> Pre-selected 7514 entries from 10412 ( 72.1667 % ) 2018-05-15 16:28:46 INFO | -> Selected 5702 entries ( 54.7637 % ). Overall 738628 ( 41.0349 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:46 INFO | Using training file (192/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:46 INFO | -> Pre-selected 8105 entries from 11296 ( 71.7511 % ) 2018-05-15 16:28:47 INFO | -> Selected 5807 entries ( 51.4076 % ). Overall 742628 ( 41.2571 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:47 INFO | Using training file (193/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:47 INFO | -> Pre-selected 8136 entries from 11290 ( 72.0638 % ) 2018-05-15 16:28:48 INFO | -> Selected 5670 entries ( 50.2214 % ). Overall 746628 ( 41.4793 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:48 INFO | Using training file (194/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:48 INFO | -> Pre-selected 8463 entries from 11646 ( 72.6687 % ) 2018-05-15 16:28:49 INFO | -> Selected 5697 entries ( 48.9181 % ). Overall 750628 ( 41.7016 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:49 INFO | Using training file (195/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:49 INFO | -> Pre-selected 8218 entries from 11341 ( 72.4627 % ) 2018-05-15 16:28:50 INFO | -> Selected 5735 entries ( 50.5687 % ). Overall 754629 ( 41.9238 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:50 INFO | Using training file (196/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:50 INFO | -> Pre-selected 7845 entries from 11017 ( 71.2081 % ) 2018-05-15 16:28:51 INFO | -> Selected 5803 entries ( 52.6731 % ). Overall 758630 ( 42.1461 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:51 INFO | Using training file (197/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:51 INFO | -> Pre-selected 8285 entries from 11421 ( 72.5418 % ) 2018-05-15 16:28:52 INFO | -> Selected 5717 entries ( 50.0569 % ). Overall 762631 ( 42.3684 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:52 INFO | Using training file (198/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:52 INFO | -> Pre-selected 8229 entries from 11306 ( 72.7844 % ) 2018-05-15 16:28:53 INFO | -> Selected 5726 entries ( 50.6457 % ). Overall 766632 ( 42.5907 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:53 INFO | Using training file (199/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:53 INFO | -> Pre-selected 8241 entries from 11386 ( 72.3784 % ) 2018-05-15 16:28:54 INFO | -> Selected 5725 entries ( 50.281 % ). Overall 770633 ( 42.8129 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:54 INFO | Using training file (200/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:54 INFO | -> Pre-selected 2111 entries from 2932 ( 71.9986 % ) 2018-05-15 16:28:54 INFO | -> Selected 2111 entries ( 71.9986 % ). Overall 772126 ( 42.8959 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:54 INFO | Using training file (201/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:54 INFO | -> Pre-selected 6891 entries from 9743 ( 70.7277 % ) 2018-05-15 16:28:55 INFO | -> Selected 5705 entries ( 58.5549 % ). Overall 776126 ( 43.1181 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:55 INFO | Using training file (202/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:55 INFO | -> Pre-selected 7734 entries from 10626 ( 72.7837 % ) 2018-05-15 16:28:56 INFO | -> Selected 5671 entries ( 53.3691 % ). Overall 780126 ( 43.3403 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:56 INFO | Using training file (203/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:56 INFO | -> Pre-selected 8174 entries from 11241 ( 72.716 % ) 2018-05-15 16:28:57 INFO | -> Selected 5717 entries ( 50.8585 % ). Overall 784126 ( 43.5626 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:57 INFO | Using training file (204/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:57 INFO | -> Pre-selected 8135 entries from 11167 ( 72.8486 % ) 2018-05-15 16:28:58 INFO | -> Selected 5809 entries ( 52.0193 % ). Overall 788126 ( 43.7848 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:58 INFO | Using training file (205/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:58 INFO | -> Pre-selected 8339 entries from 11471 ( 72.6964 % ) 2018-05-15 16:28:59 INFO | -> Selected 5735 entries ( 49.9956 % ). Overall 792126 ( 44.007 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:28:59 INFO | Using training file (206/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:28:59 INFO | -> Pre-selected 8028 entries from 11143 ( 72.0452 % ) 2018-05-15 16:29:00 INFO | -> Selected 5737 entries ( 51.4852 % ). Overall 796127 ( 44.2293 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:00 INFO | Using training file (207/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:00 INFO | -> Pre-selected 8058 entries from 11183 ( 72.0558 % ) 2018-05-15 16:29:01 INFO | -> Selected 5795 entries ( 51.8197 % ). Overall 800127 ( 44.4515 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:01 INFO | Using training file (208/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:01 INFO | -> Pre-selected 7821 entries from 10759 ( 72.6926 % ) 2018-05-15 16:29:02 INFO | -> Selected 5638 entries ( 52.4026 % ). Overall 804127 ( 44.6737 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:02 INFO | Using training file (209/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:02 INFO | -> Pre-selected 7883 entries from 10900 ( 72.3211 % ) 2018-05-15 16:29:03 INFO | -> Selected 5766 entries ( 52.8991 % ). Overall 808127 ( 44.8959 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:03 INFO | Using training file (210/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:03 INFO | -> Pre-selected 6847 entries from 9223 ( 74.2383 % ) 2018-05-15 16:29:04 INFO | -> Selected 5619 entries ( 60.9238 % ). Overall 812127 ( 45.1182 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:04 INFO | Using training file (211/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:04 INFO | -> Pre-selected 2004 entries from 2748 ( 72.9258 % ) 2018-05-15 16:29:04 INFO | -> Selected 2004 entries ( 72.9258 % ). Overall 813528 ( 45.196 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:04 INFO | Using training file (212/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:04 INFO | -> Pre-selected 7849 entries from 10873 ( 72.188 % ) 2018-05-15 16:29:05 INFO | -> Selected 5666 entries ( 52.1107 % ). Overall 817529 ( 45.4183 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:05 INFO | Using training file (213/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:05 INFO | -> Pre-selected 7680 entries from 10880 ( 70.5882 % ) 2018-05-15 16:29:06 INFO | -> Selected 5770 entries ( 53.0331 % ). Overall 821529 ( 45.6405 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:06 INFO | Using training file (214/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:06 INFO | -> Pre-selected 6210 entries from 8517 ( 72.913 % ) 2018-05-15 16:29:07 INFO | -> Selected 5751 entries ( 67.5238 % ). Overall 825529 ( 45.8627 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:07 INFO | Using training file (215/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:07 INFO | -> Pre-selected 8236 entries from 11435 ( 72.0245 % ) 2018-05-15 16:29:08 INFO | -> Selected 5724 entries ( 50.0568 % ). Overall 829530 ( 46.085 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:08 INFO | Using training file (216/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:08 INFO | -> Pre-selected 8465 entries from 11740 ( 72.1039 % ) 2018-05-15 16:29:09 INFO | -> Selected 5692 entries ( 48.4838 % ). Overall 833530 ( 46.3072 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:09 INFO | Using training file (217/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:09 INFO | -> Pre-selected 8323 entries from 11647 ( 71.4605 % ) 2018-05-15 16:29:10 INFO | -> Selected 5724 entries ( 49.1457 % ). Overall 837531 ( 46.5295 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:10 INFO | Using training file (218/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:10 INFO | -> Pre-selected 8091 entries from 11169 ( 72.4416 % ) 2018-05-15 16:29:11 INFO | -> Selected 5725 entries ( 51.2579 % ). Overall 841531 ( 46.7517 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:11 INFO | Using training file (219/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:11 INFO | -> Pre-selected 8509 entries from 11710 ( 72.6644 % ) 2018-05-15 16:29:12 INFO | -> Selected 5726 entries ( 48.8984 % ). Overall 845531 ( 46.9739 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:12 INFO | Using training file (220/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:12 INFO | -> Pre-selected 3868 entries from 5309 ( 72.8574 % ) 2018-05-15 16:29:12 INFO | -> Selected 3868 entries ( 72.8574 % ). Overall 848219 ( 47.1233 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:12 INFO | Using training file (221/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:12 INFO | -> Pre-selected 7922 entries from 10964 ( 72.2547 % ) 2018-05-15 16:29:13 INFO | -> Selected 5734 entries ( 52.2984 % ). Overall 852220 ( 47.3456 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:13 INFO | Using training file (222/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:13 INFO | -> Pre-selected 8057 entries from 11210 ( 71.8733 % ) 2018-05-15 16:29:14 INFO | -> Selected 5691 entries ( 50.7672 % ). Overall 856221 ( 47.5678 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:14 INFO | Using training file (223/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:14 INFO | -> Pre-selected 8273 entries from 11514 ( 71.8517 % ) 2018-05-15 16:29:15 INFO | -> Selected 5739 entries ( 49.8437 % ). Overall 860221 ( 47.7901 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:15 INFO | Using training file (224/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:15 INFO | -> Pre-selected 8160 entries from 11322 ( 72.0721 % ) 2018-05-15 16:29:16 INFO | -> Selected 5704 entries ( 50.3798 % ). Overall 864221 ( 48.0123 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:16 INFO | Using training file (225/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:16 INFO | -> Pre-selected 8039 entries from 11120 ( 72.2932 % ) 2018-05-15 16:29:17 INFO | -> Selected 5690 entries ( 51.1691 % ). Overall 868222 ( 48.2346 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:17 INFO | Using training file (226/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:17 INFO | -> Pre-selected 8115 entries from 11211 ( 72.3843 % ) 2018-05-15 16:29:18 INFO | -> Selected 5840 entries ( 52.0917 % ). Overall 872223 ( 48.4568 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:18 INFO | Using training file (227/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:18 INFO | -> Pre-selected 7917 entries from 10977 ( 72.1235 % ) 2018-05-15 16:29:19 INFO | -> Selected 5691 entries ( 51.8448 % ). Overall 876223 ( 48.6791 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:19 INFO | Using training file (228/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:19 INFO | -> Pre-selected 8334 entries from 11716 ( 71.1335 % ) 2018-05-15 16:29:20 INFO | -> Selected 5778 entries ( 49.3172 % ). Overall 880223 ( 48.9013 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:20 INFO | Using training file (229/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:20 INFO | -> Pre-selected 8134 entries from 11181 ( 72.7484 % ) 2018-05-15 16:29:21 INFO | -> Selected 5748 entries ( 51.4086 % ). Overall 884224 ( 49.1236 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:21 INFO | Using training file (230/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:21 INFO | -> Pre-selected 8020 entries from 11172 ( 71.7866 % ) 2018-05-15 16:29:22 INFO | -> Selected 5708 entries ( 51.092 % ). Overall 888223 ( 49.3457 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:22 INFO | Using training file (231/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:22 INFO | -> Pre-selected 4154 entries from 5775 ( 71.9307 % ) 2018-05-15 16:29:23 INFO | -> Selected 4154 entries ( 71.9307 % ). Overall 891071 ( 49.5039 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:23 INFO | Using training file (232/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:23 INFO | -> Pre-selected 7954 entries from 10951 ( 72.6326 % ) 2018-05-15 16:29:24 INFO | -> Selected 5757 entries ( 52.5705 % ). Overall 895072 ( 49.7262 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:24 INFO | Using training file (233/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:24 INFO | -> Pre-selected 6676 entries from 9232 ( 72.3137 % ) 2018-05-15 16:29:25 INFO | -> Selected 5752 entries ( 62.305 % ). Overall 899072 ( 49.9484 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:25 INFO | Using training file (234/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:25 INFO | -> Pre-selected 8264 entries from 11510 ( 71.7984 % ) 2018-05-15 16:29:26 INFO | -> Selected 5771 entries ( 50.139 % ). Overall 903073 ( 50.1707 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:26 INFO | Using training file (235/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:26 INFO | -> Pre-selected 7931 entries from 11014 ( 72.0084 % ) 2018-05-15 16:29:26 INFO | -> Selected 5723 entries ( 51.9611 % ). Overall 907073 ( 50.3929 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:26 INFO | Using training file (236/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:26 INFO | -> Pre-selected 7460 entries from 10272 ( 72.6246 % ) 2018-05-15 16:29:27 INFO | -> Selected 5728 entries ( 55.7632 % ). Overall 911072 ( 50.6151 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:27 INFO | Using training file (237/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:27 INFO | -> Pre-selected 8067 entries from 11177 ( 72.175 % ) 2018-05-15 16:29:29 INFO | -> Selected 5863 entries ( 52.4559 % ). Overall 915072 ( 50.8373 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:29 INFO | Using training file (238/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000058.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:29 INFO | -> Pre-selected 8216 entries from 11381 ( 72.1905 % ) 2018-05-15 16:29:29 INFO | -> Selected 5724 entries ( 50.2944 % ). Overall 919072 ( 51.0596 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:29 INFO | Using training file (239/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:29 INFO | -> Pre-selected 7865 entries from 10837 ( 72.5754 % ) 2018-05-15 16:29:30 INFO | -> Selected 5718 entries ( 52.7637 % ). Overall 923073 ( 51.2818 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:30 INFO | Using training file (240/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:31 INFO | -> Pre-selected 8383 entries from 11716 ( 71.5517 % ) 2018-05-15 16:29:32 INFO | -> Selected 5729 entries ( 48.8989 % ). Overall 927074 ( 51.5041 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:32 INFO | Using training file (241/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:32 INFO | -> Pre-selected 8224 entries from 11410 ( 72.0771 % ) 2018-05-15 16:29:33 INFO | -> Selected 5763 entries ( 50.5083 % ). Overall 931075 ( 51.7264 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:33 INFO | Using training file (242/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:33 INFO | -> Pre-selected 8109 entries from 11165 ( 72.6288 % ) 2018-05-15 16:29:34 INFO | -> Selected 5749 entries ( 51.4913 % ). Overall 935074 ( 51.9486 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:34 INFO | Using training file (243/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:34 INFO | -> Pre-selected 1616 entries from 2160 ( 74.8148 % ) 2018-05-15 16:29:34 INFO | -> Selected 1616 entries ( 74.8148 % ). Overall 936169 ( 52.0094 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:34 INFO | Using training file (244/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:34 INFO | -> Pre-selected 7838 entries from 10925 ( 71.7437 % ) 2018-05-15 16:29:35 INFO | -> Selected 5827 entries ( 53.3364 % ). Overall 940169 ( 52.2316 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:35 INFO | Using training file (245/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:35 INFO | -> Pre-selected 7761 entries from 10796 ( 71.8877 % ) 2018-05-15 16:29:36 INFO | -> Selected 5700 entries ( 52.7973 % ). Overall 944169 ( 52.4538 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:36 INFO | Using training file (246/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:36 INFO | -> Pre-selected 8102 entries from 11228 ( 72.1589 % ) 2018-05-15 16:29:37 INFO | -> Selected 5722 entries ( 50.9619 % ). Overall 948169 ( 52.6761 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:37 INFO | Using training file (247/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:37 INFO | -> Pre-selected 8005 entries from 11056 ( 72.4041 % ) 2018-05-15 16:29:38 INFO | -> Selected 5767 entries ( 52.1617 % ). Overall 952170 ( 52.8983 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:38 INFO | Using training file (248/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:38 INFO | -> Pre-selected 6902 entries from 9412 ( 73.3319 % ) 2018-05-15 16:29:39 INFO | -> Selected 5782 entries ( 61.4322 % ). Overall 956171 ( 53.1206 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:39 INFO | Using training file (249/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:39 INFO | -> Pre-selected 8155 entries from 11348 ( 71.8629 % ) 2018-05-15 16:29:40 INFO | -> Selected 5695 entries ( 50.1851 % ). Overall 960172 ( 53.3429 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:40 INFO | Using training file (250/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:40 INFO | -> Pre-selected 8365 entries from 11591 ( 72.1681 % ) 2018-05-15 16:29:41 INFO | -> Selected 5732 entries ( 49.4522 % ). Overall 964173 ( 53.5652 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:41 INFO | Using training file (251/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:41 INFO | -> Pre-selected 7682 entries from 10651 ( 72.1247 % ) 2018-05-15 16:29:42 INFO | -> Selected 5712 entries ( 53.6288 % ). Overall 968173 ( 53.7874 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:42 INFO | Using training file (252/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000057.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:42 INFO | -> Pre-selected 8232 entries from 11326 ( 72.6823 % ) 2018-05-15 16:29:43 INFO | -> Selected 5694 entries ( 50.2737 % ). Overall 972174 ( 54.0097 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:43 INFO | Using training file (253/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:43 INFO | -> Pre-selected 8064 entries from 11306 ( 71.325 % ) 2018-05-15 16:29:44 INFO | -> Selected 5802 entries ( 51.3179 % ). Overall 976175 ( 54.2319 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:44 INFO | Using training file (254/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:44 INFO | -> Pre-selected 8122 entries from 11286 ( 71.9653 % ) 2018-05-15 16:29:45 INFO | -> Selected 5718 entries ( 50.6645 % ). Overall 980175 ( 54.4542 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:45 INFO | Using training file (255/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:45 INFO | -> Pre-selected 8340 entries from 11573 ( 72.0643 % ) 2018-05-15 16:29:46 INFO | -> Selected 5662 entries ( 48.9242 % ). Overall 984175 ( 54.6764 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:46 INFO | Using training file (256/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:46 INFO | -> Pre-selected 7977 entries from 11126 ( 71.6969 % ) 2018-05-15 16:29:47 INFO | -> Selected 5779 entries ( 51.9414 % ). Overall 988176 ( 54.8987 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:47 INFO | Using training file (257/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:47 INFO | -> Pre-selected 7879 entries from 10908 ( 72.2314 % ) 2018-05-15 16:29:48 INFO | -> Selected 5711 entries ( 52.3561 % ). Overall 992177 ( 55.1209 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:48 INFO | Using training file (258/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:48 INFO | -> Pre-selected 8219 entries from 11555 ( 71.1294 % ) 2018-05-15 16:29:49 INFO | -> Selected 5786 entries ( 50.0736 % ). Overall 996177 ( 55.3432 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:49 INFO | Using training file (259/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000060.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:49 INFO | -> Pre-selected 8705 entries from 11947 ( 72.8635 % ) 2018-05-15 16:29:50 INFO | -> Selected 5755 entries ( 48.1711 % ). Overall 1000178 ( 55.5654 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:50 INFO | Using training file (260/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000082.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:50 INFO | -> Pre-selected 8558 entries from 11664 ( 73.3711 % ) 2018-05-15 16:29:51 INFO | -> Selected 5792 entries ( 49.6571 % ). Overall 1004179 ( 55.7877 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:51 INFO | Using training file (261/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:51 INFO | -> Pre-selected 7815 entries from 10936 ( 71.4612 % ) 2018-05-15 16:29:52 INFO | -> Selected 5690 entries ( 52.03 % ). Overall 1008179 ( 56.0099 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:52 INFO | Using training file (262/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:52 INFO | -> Pre-selected 8378 entries from 11546 ( 72.5619 % ) 2018-05-15 16:29:53 INFO | -> Selected 5776 entries ( 50.026 % ). Overall 1012180 ( 56.2322 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:53 INFO | Using training file (263/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:53 INFO | -> Pre-selected 8400 entries from 11689 ( 71.8624 % ) 2018-05-15 16:29:54 INFO | -> Selected 5724 entries ( 48.9691 % ). Overall 1016180 ( 56.4544 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:54 INFO | Using training file (264/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:54 INFO | -> Pre-selected 8186 entries from 11361 ( 72.0535 % ) 2018-05-15 16:29:55 INFO | -> Selected 5708 entries ( 50.2421 % ). Overall 1020181 ( 56.6767 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:55 INFO | Using training file (265/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:55 INFO | -> Pre-selected 8286 entries from 11411 ( 72.6141 % ) 2018-05-15 16:29:56 INFO | -> Selected 5744 entries ( 50.3374 % ). Overall 1024182 ( 56.899 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:56 INFO | Using training file (266/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:56 INFO | -> Pre-selected 8011 entries from 10916 ( 73.3877 % ) 2018-05-15 16:29:57 INFO | -> Selected 5763 entries ( 52.7941 % ). Overall 1028183 ( 57.1213 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:57 INFO | Using training file (267/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:57 INFO | -> Pre-selected 8196 entries from 11394 ( 71.9326 % ) 2018-05-15 16:29:58 INFO | -> Selected 5755 entries ( 50.509 % ). Overall 1032184 ( 57.3436 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:58 INFO | Using training file (268/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:58 INFO | -> Pre-selected 8202 entries from 11390 ( 72.0105 % ) 2018-05-15 16:29:59 INFO | -> Selected 5765 entries ( 50.6146 % ). Overall 1036184 ( 57.5658 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:29:59 INFO | Using training file (269/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:29:59 INFO | -> Pre-selected 8007 entries from 11313 ( 70.777 % ) 2018-05-15 16:30:00 INFO | -> Selected 5596 entries ( 49.4652 % ). Overall 1040185 ( 57.7881 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:00 INFO | Using training file (270/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:00 INFO | -> Pre-selected 7608 entries from 10651 ( 71.4299 % ) 2018-05-15 16:30:01 INFO | -> Selected 5738 entries ( 53.8729 % ). Overall 1044186 ( 58.0103 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:01 INFO | Using training file (271/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:01 INFO | -> Pre-selected 7632 entries from 10586 ( 72.0952 % ) 2018-05-15 16:30:02 INFO | -> Selected 5794 entries ( 54.7327 % ). Overall 1048186 ( 58.2326 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:02 INFO | Using training file (272/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:02 INFO | -> Pre-selected 8398 entries from 11296 ( 74.3449 % ) 2018-05-15 16:30:03 INFO | -> Selected 5737 entries ( 50.7879 % ). Overall 1052187 ( 58.4548 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:03 INFO | Using training file (273/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:03 INFO | -> Pre-selected 8340 entries from 11489 ( 72.5912 % ) 2018-05-15 16:30:04 INFO | -> Selected 5709 entries ( 49.691 % ). Overall 1056188 ( 58.6771 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:04 INFO | Using training file (274/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:04 INFO | -> Pre-selected 8033 entries from 11161 ( 71.9738 % ) 2018-05-15 16:30:05 INFO | -> Selected 5709 entries ( 51.1513 % ). Overall 1060189 ( 58.8994 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:05 INFO | Using training file (275/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:05 INFO | -> Pre-selected 6031 entries from 8122 ( 74.2551 % ) 2018-05-15 16:30:06 INFO | -> Selected 5674 entries ( 69.8596 % ). Overall 1064186 ( 59.1214 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:06 INFO | Using training file (276/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:06 INFO | -> Pre-selected 7784 entries from 10797 ( 72.0941 % ) 2018-05-15 16:30:07 INFO | -> Selected 5766 entries ( 53.4037 % ). Overall 1068186 ( 59.3437 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:07 INFO | Using training file (277/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144103/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:07 INFO | -> Pre-selected 8042 entries from 11136 ( 72.2162 % ) 2018-05-15 16:30:08 INFO | -> Selected 5820 entries ( 52.2629 % ). Overall 1072187 ( 59.5659 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:08 INFO | Using training file (278/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000059.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:08 INFO | -> Pre-selected 7761 entries from 10617 ( 73.0997 % ) 2018-05-15 16:30:09 INFO | -> Selected 5770 entries ( 54.3468 % ). Overall 1076187 ( 59.7882 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:09 INFO | Using training file (279/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000075.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:09 INFO | -> Pre-selected 7969 entries from 10940 ( 72.8428 % ) 2018-05-15 16:30:10 INFO | -> Selected 5737 entries ( 52.4406 % ). Overall 1080186 ( 60.0103 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:10 INFO | Using training file (280/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:11 INFO | -> Pre-selected 8407 entries from 11535 ( 72.8825 % ) 2018-05-15 16:30:12 INFO | -> Selected 5691 entries ( 49.3368 % ). Overall 1084187 ( 60.2326 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:12 INFO | Using training file (281/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:12 INFO | -> Pre-selected 8197 entries from 11209 ( 73.1287 % ) 2018-05-15 16:30:13 INFO | -> Selected 5648 entries ( 50.3881 % ). Overall 1088188 ( 60.4549 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:13 INFO | Using training file (282/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:13 INFO | -> Pre-selected 8197 entries from 11317 ( 72.4309 % ) 2018-05-15 16:30:14 INFO | -> Selected 5783 entries ( 51.1001 % ). Overall 1092189 ( 60.6772 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:14 INFO | Using training file (283/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:14 INFO | -> Pre-selected 7798 entries from 10854 ( 71.8445 % ) 2018-05-15 16:30:15 INFO | -> Selected 5769 entries ( 53.1509 % ). Overall 1096188 ( 60.8993 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:15 INFO | Using training file (284/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:15 INFO | -> Pre-selected 8101 entries from 11374 ( 71.2238 % ) 2018-05-15 16:30:16 INFO | -> Selected 5743 entries ( 50.4924 % ). Overall 1100188 ( 61.1216 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:16 INFO | Using training file (285/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:16 INFO | -> Pre-selected 8387 entries from 11561 ( 72.5456 % ) 2018-05-15 16:30:17 INFO | -> Selected 5765 entries ( 49.8659 % ). Overall 1104189 ( 61.3438 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:17 INFO | Using training file (286/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:17 INFO | -> Pre-selected 7879 entries from 10981 ( 71.7512 % ) 2018-05-15 16:30:18 INFO | -> Selected 5685 entries ( 51.7712 % ). Overall 1108188 ( 61.566 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:18 INFO | Using training file (287/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:18 INFO | -> Pre-selected 8408 entries from 11572 ( 72.6581 % ) 2018-05-15 16:30:19 INFO | -> Selected 5668 entries ( 48.9803 % ). Overall 1112189 ( 61.7883 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:19 INFO | Using training file (288/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:19 INFO | -> Pre-selected 8314 entries from 11582 ( 71.7838 % ) 2018-05-15 16:30:20 INFO | -> Selected 5725 entries ( 49.4302 % ). Overall 1116190 ( 62.0106 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:20 INFO | Using training file (289/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:20 INFO | -> Pre-selected 7634 entries from 10527 ( 72.5183 % ) 2018-05-15 16:30:20 INFO | -> Selected 5684 entries ( 53.9945 % ). Overall 1120190 ( 62.2328 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:20 INFO | Using training file (290/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:20 INFO | -> Pre-selected 7810 entries from 10999 ( 71.0065 % ) 2018-05-15 16:30:21 INFO | -> Selected 5696 entries ( 51.7865 % ). Overall 1124187 ( 62.4548 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:21 INFO | Using training file (291/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:21 INFO | -> Pre-selected 1861 entries from 2587 ( 71.9366 % ) 2018-05-15 16:30:22 INFO | -> Selected 1861 entries ( 71.9366 % ). Overall 1125462 ( 62.5257 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:22 INFO | Using training file (292/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000021.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:22 INFO | -> Pre-selected 7971 entries from 11048 ( 72.1488 % ) 2018-05-15 16:30:23 INFO | -> Selected 5871 entries ( 53.1408 % ). Overall 1129461 ( 62.7478 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:23 INFO | Using training file (293/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:23 INFO | -> Pre-selected 7959 entries from 11091 ( 71.7609 % ) 2018-05-15 16:30:24 INFO | -> Selected 5719 entries ( 51.5643 % ). Overall 1133462 ( 62.9701 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:24 INFO | Using training file (294/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:24 INFO | -> Pre-selected 4151 entries from 5772 ( 71.9161 % ) 2018-05-15 16:30:24 INFO | -> Selected 4151 entries ( 71.9161 % ). Overall 1136379 ( 63.1322 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:24 INFO | Using training file (295/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:24 INFO | -> Pre-selected 8017 entries from 11031 ( 72.677 % ) 2018-05-15 16:30:25 INFO | -> Selected 5775 entries ( 52.3525 % ). Overall 1140380 ( 63.3544 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:25 INFO | Using training file (296/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:25 INFO | -> Pre-selected 8039 entries from 11135 ( 72.1958 % ) 2018-05-15 16:30:26 INFO | -> Selected 5770 entries ( 51.8186 % ). Overall 1144381 ( 63.5767 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:26 INFO | Using training file (297/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000016.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:26 INFO | -> Pre-selected 8025 entries from 11149 ( 71.9795 % ) 2018-05-15 16:30:27 INFO | -> Selected 5770 entries ( 51.7535 % ). Overall 1148382 ( 63.799 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:27 INFO | Using training file (298/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000123.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:27 INFO | -> Pre-selected 8352 entries from 11620 ( 71.8761 % ) 2018-05-15 16:30:28 INFO | -> Selected 5699 entries ( 49.0448 % ). Overall 1152382 ( 64.0212 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:28 INFO | Using training file (299/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:28 INFO | -> Pre-selected 8129 entries from 11133 ( 73.0172 % ) 2018-05-15 16:30:29 INFO | -> Selected 5720 entries ( 51.3788 % ). Overall 1156383 ( 64.2435 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:29 INFO | Using training file (300/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:29 INFO | -> Pre-selected 7870 entries from 10857 ( 72.4878 % ) 2018-05-15 16:30:30 INFO | -> Selected 5751 entries ( 52.9704 % ). Overall 1160383 ( 64.4657 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:30 INFO | Using training file (301/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:30 INFO | -> Pre-selected 7838 entries from 10837 ( 72.3263 % ) 2018-05-15 16:30:31 INFO | -> Selected 5756 entries ( 53.1143 % ). Overall 1164383 ( 64.6879 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:31 INFO | Using training file (302/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:31 INFO | -> Pre-selected 8258 entries from 11493 ( 71.8524 % ) 2018-05-15 16:30:32 INFO | -> Selected 5803 entries ( 50.4916 % ). Overall 1168383 ( 64.9102 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:32 INFO | Using training file (303/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:32 INFO | -> Pre-selected 7938 entries from 10921 ( 72.6857 % ) 2018-05-15 16:30:33 INFO | -> Selected 5816 entries ( 53.2552 % ). Overall 1172383 ( 65.1324 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:33 INFO | Using training file (304/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:33 INFO | -> Pre-selected 8191 entries from 11303 ( 72.4675 % ) 2018-05-15 16:30:34 INFO | -> Selected 5694 entries ( 50.376 % ). Overall 1176384 ( 65.3547 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:34 INFO | Using training file (305/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:34 INFO | -> Pre-selected 1628 entries from 2152 ( 75.6506 % ) 2018-05-15 16:30:34 INFO | -> Selected 1628 entries ( 75.6506 % ). Overall 1177531 ( 65.4184 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:34 INFO | Using training file (306/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:34 INFO | -> Pre-selected 2065 entries from 2788 ( 74.0674 % ) 2018-05-15 16:30:34 INFO | -> Selected 2065 entries ( 74.0674 % ). Overall 1178970 ( 65.4983 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:34 INFO | Using training file (307/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:34 INFO | -> Pre-selected 7757 entries from 10680 ( 72.6311 % ) 2018-05-15 16:30:35 INFO | -> Selected 5838 entries ( 54.6629 % ). Overall 1182971 ( 65.7206 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:35 INFO | Using training file (308/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:35 INFO | -> Pre-selected 6111 entries from 8541 ( 71.549 % ) 2018-05-15 16:30:36 INFO | -> Selected 5698 entries ( 66.7135 % ). Overall 1186968 ( 65.9427 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:36 INFO | Using training file (309/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:36 INFO | -> Pre-selected 8060 entries from 11165 ( 72.1899 % ) 2018-05-15 16:30:37 INFO | -> Selected 5786 entries ( 51.8227 % ). Overall 1190969 ( 66.1649 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:37 INFO | Using training file (310/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:37 INFO | -> Pre-selected 8339 entries from 11608 ( 71.8384 % ) 2018-05-15 16:30:38 INFO | -> Selected 5724 entries ( 49.3108 % ). Overall 1194968 ( 66.3871 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:38 INFO | Using training file (311/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:38 INFO | -> Pre-selected 7979 entries from 11053 ( 72.1885 % ) 2018-05-15 16:30:39 INFO | -> Selected 5753 entries ( 52.0492 % ). Overall 1198969 ( 66.6094 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:39 INFO | Using training file (312/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:39 INFO | -> Pre-selected 7804 entries from 10862 ( 71.8468 % ) 2018-05-15 16:30:40 INFO | -> Selected 5631 entries ( 51.8413 % ). Overall 1202969 ( 66.8316 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:40 INFO | Using training file (313/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:40 INFO | -> Pre-selected 7972 entries from 11148 ( 71.5106 % ) 2018-05-15 16:30:41 INFO | -> Selected 5801 entries ( 52.0362 % ). Overall 1206970 ( 67.0539 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:41 INFO | Using training file (314/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:41 INFO | -> Pre-selected 7907 entries from 11022 ( 71.7383 % ) 2018-05-15 16:30:42 INFO | -> Selected 5708 entries ( 51.7873 % ). Overall 1210970 ( 67.2761 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:42 INFO | Using training file (315/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000016.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:42 INFO | -> Pre-selected 5082 entries from 6874 ( 73.9308 % ) 2018-05-15 16:30:43 INFO | -> Selected 5082 entries ( 73.9308 % ). Overall 1214536 ( 67.4742 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:43 INFO | Using training file (316/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000016.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:43 INFO | -> Pre-selected 8140 entries from 11260 ( 72.2913 % ) 2018-05-15 16:30:44 INFO | -> Selected 5766 entries ( 51.2078 % ). Overall 1218537 ( 67.6965 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:44 INFO | Using training file (317/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000043.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:44 INFO | -> Pre-selected 8022 entries from 11186 ( 71.7146 % ) 2018-05-15 16:30:44 INFO | -> Selected 5702 entries ( 50.9744 % ). Overall 1222538 ( 67.9188 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:44 INFO | Using training file (318/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000062.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:44 INFO | -> Pre-selected 8365 entries from 11536 ( 72.5121 % ) 2018-05-15 16:30:45 INFO | -> Selected 5749 entries ( 49.8353 % ). Overall 1226539 ( 68.1411 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:45 INFO | Using training file (319/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:45 INFO | -> Pre-selected 8397 entries from 11596 ( 72.4129 % ) 2018-05-15 16:30:46 INFO | -> Selected 5720 entries ( 49.3274 % ). Overall 1230540 ( 68.3633 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:46 INFO | Using training file (320/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:46 INFO | -> Pre-selected 6326 entries from 8770 ( 72.1323 % ) 2018-05-15 16:30:47 INFO | -> Selected 5677 entries ( 64.732 % ). Overall 1234537 ( 68.5854 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:47 INFO | Using training file (321/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:47 INFO | -> Pre-selected 8600 entries from 11996 ( 71.6906 % ) 2018-05-15 16:30:48 INFO | -> Selected 5687 entries ( 47.4075 % ). Overall 1238535 ( 68.8075 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:48 INFO | Using training file (322/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:48 INFO | -> Pre-selected 6816 entries from 9276 ( 73.4799 % ) 2018-05-15 16:30:49 INFO | -> Selected 5568 entries ( 60.0259 % ). Overall 1242536 ( 69.0298 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:49 INFO | Using training file (323/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000018.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:49 INFO | -> Pre-selected 7428 entries from 10204 ( 72.795 % ) 2018-05-15 16:30:50 INFO | -> Selected 5691 entries ( 55.7722 % ). Overall 1246537 ( 69.2521 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:50 INFO | Using training file (324/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:50 INFO | -> Pre-selected 8042 entries from 11144 ( 72.1644 % ) 2018-05-15 16:30:51 INFO | -> Selected 5766 entries ( 51.7408 % ). Overall 1250538 ( 69.4743 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:51 INFO | Using training file (325/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:51 INFO | -> Pre-selected 8136 entries from 11514 ( 70.6618 % ) 2018-05-15 16:30:52 INFO | -> Selected 5701 entries ( 49.5136 % ). Overall 1254539 ( 69.6966 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:52 INFO | Using training file (326/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000057.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:52 INFO | -> Pre-selected 8759 entries from 12066 ( 72.5924 % ) 2018-05-15 16:30:53 INFO | -> Selected 5780 entries ( 47.9032 % ). Overall 1258540 ( 69.9189 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:53 INFO | Using training file (327/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000023.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:53 INFO | -> Pre-selected 6635 entries from 9054 ( 73.2825 % ) 2018-05-15 16:30:54 INFO | -> Selected 5628 entries ( 62.1604 % ). Overall 1262541 ( 70.1412 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:54 INFO | Using training file (328/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:54 INFO | -> Pre-selected 5787 entries from 8016 ( 72.1931 % ) 2018-05-15 16:30:55 INFO | -> Selected 5768 entries ( 71.9561 % ). Overall 1266517 ( 70.3621 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:55 INFO | Using training file (329/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000059.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:55 INFO | -> Pre-selected 8610 entries from 11952 ( 72.0382 % ) 2018-05-15 16:30:56 INFO | -> Selected 5708 entries ( 47.7577 % ). Overall 1270517 ( 70.5843 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:56 INFO | Using training file (330/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000098.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:56 INFO | -> Pre-selected 8331 entries from 11605 ( 71.788 % ) 2018-05-15 16:30:57 INFO | -> Selected 5723 entries ( 49.315 % ). Overall 1274518 ( 70.8066 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:57 INFO | Using training file (331/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:57 INFO | -> Pre-selected 8244 entries from 11457 ( 71.956 % ) 2018-05-15 16:30:58 INFO | -> Selected 5693 entries ( 49.6901 % ). Overall 1278519 ( 71.0288 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:58 INFO | Using training file (332/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:58 INFO | -> Pre-selected 1968 entries from 2774 ( 70.9445 % ) 2018-05-15 16:30:58 INFO | -> Selected 1968 entries ( 70.9445 % ). Overall 1279914 ( 71.1063 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:58 INFO | Using training file (333/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:58 INFO | -> Pre-selected 8157 entries from 11315 ( 72.0901 % ) 2018-05-15 16:30:59 INFO | -> Selected 5671 entries ( 50.1193 % ). Overall 1283915 ( 71.3286 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:30:59 INFO | Using training file (334/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:30:59 INFO | -> Pre-selected 8042 entries from 11035 ( 72.8772 % ) 2018-05-15 16:31:00 INFO | -> Selected 5639 entries ( 51.101 % ). Overall 1287914 ( 71.5508 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:00 INFO | Using training file (335/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000023.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:00 INFO | -> Pre-selected 8244 entries from 11626 ( 70.91 % ) 2018-05-15 16:31:01 INFO | -> Selected 5754 entries ( 49.4925 % ). Overall 1291915 ( 71.7731 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:01 INFO | Using training file (336/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:01 INFO | -> Pre-selected 7597 entries from 10466 ( 72.5874 % ) 2018-05-15 16:31:02 INFO | -> Selected 5735 entries ( 54.7965 % ). Overall 1295915 ( 71.9953 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:02 INFO | Using training file (337/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:02 INFO | -> Pre-selected 8092 entries from 11233 ( 72.0377 % ) 2018-05-15 16:31:03 INFO | -> Selected 5653 entries ( 50.3249 % ). Overall 1299916 ( 72.2176 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:03 INFO | Using training file (338/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000033.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:03 INFO | -> Pre-selected 8276 entries from 11428 ( 72.4186 % ) 2018-05-15 16:31:04 INFO | -> Selected 5786 entries ( 50.63 % ). Overall 1303917 ( 72.4398 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:04 INFO | Using training file (339/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:04 INFO | -> Pre-selected 7554 entries from 10376 ( 72.8026 % ) 2018-05-15 16:31:05 INFO | -> Selected 5775 entries ( 55.6573 % ). Overall 1307917 ( 72.6621 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:05 INFO | Using training file (340/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:05 INFO | -> Pre-selected 7421 entries from 10279 ( 72.1957 % ) 2018-05-15 16:31:06 INFO | -> Selected 5768 entries ( 56.1144 % ). Overall 1311918 ( 72.8843 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:06 INFO | Using training file (341/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:06 INFO | -> Pre-selected 8434 entries from 11624 ( 72.5568 % ) 2018-05-15 16:31:07 INFO | -> Selected 5645 entries ( 48.5633 % ). Overall 1315918 ( 73.1066 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:07 INFO | Using training file (342/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:07 INFO | -> Pre-selected 8157 entries from 11328 ( 72.0074 % ) 2018-05-15 16:31:08 INFO | -> Selected 5741 entries ( 50.6797 % ). Overall 1319919 ( 73.3288 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:08 INFO | Using training file (343/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:08 INFO | -> Pre-selected 8187 entries from 11226 ( 72.9289 % ) 2018-05-15 16:31:09 INFO | -> Selected 5733 entries ( 51.0689 % ). Overall 1323919 ( 73.5511 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:09 INFO | Using training file (344/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:09 INFO | -> Pre-selected 8233 entries from 11439 ( 71.9731 % ) 2018-05-15 16:31:10 INFO | -> Selected 5716 entries ( 49.9694 % ). Overall 1327920 ( 73.7733 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:10 INFO | Using training file (345/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000027.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:10 INFO | -> Pre-selected 7895 entries from 10836 ( 72.859 % ) 2018-05-15 16:31:11 INFO | -> Selected 5750 entries ( 53.0639 % ). Overall 1331920 ( 73.9956 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:11 INFO | Using training file (346/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:11 INFO | -> Pre-selected 8496 entries from 11659 ( 72.8707 % ) 2018-05-15 16:31:12 INFO | -> Selected 5736 entries ( 49.198 % ). Overall 1335920 ( 74.2178 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:12 INFO | Using training file (347/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000054.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:12 INFO | -> Pre-selected 8186 entries from 11415 ( 71.7127 % ) 2018-05-15 16:31:13 INFO | -> Selected 5741 entries ( 50.2935 % ). Overall 1339921 ( 74.4401 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:13 INFO | Using training file (348/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:13 INFO | -> Pre-selected 6631 entries from 8957 ( 74.0315 % ) 2018-05-15 16:31:14 INFO | -> Selected 5744 entries ( 64.1286 % ). Overall 1343922 ( 74.6623 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:14 INFO | Using training file (349/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:14 INFO | -> Pre-selected 7977 entries from 11006 ( 72.4786 % ) 2018-05-15 16:31:15 INFO | -> Selected 5738 entries ( 52.1352 % ). Overall 1347922 ( 74.8846 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:15 INFO | Using training file (350/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:15 INFO | -> Pre-selected 7871 entries from 10864 ( 72.4503 % ) 2018-05-15 16:31:16 INFO | -> Selected 5735 entries ( 52.789 % ). Overall 1351923 ( 75.1068 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:16 INFO | Using training file (351/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:16 INFO | -> Pre-selected 7776 entries from 10794 ( 72.04 % ) 2018-05-15 16:31:17 INFO | -> Selected 5756 entries ( 53.3259 % ). Overall 1355922 ( 75.329 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:17 INFO | Using training file (352/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:17 INFO | -> Pre-selected 8129 entries from 11326 ( 71.7729 % ) 2018-05-15 16:31:18 INFO | -> Selected 5674 entries ( 50.0971 % ). Overall 1359922 ( 75.5512 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:18 INFO | Using training file (353/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:18 INFO | -> Pre-selected 7910 entries from 10923 ( 72.416 % ) 2018-05-15 16:31:19 INFO | -> Selected 5739 entries ( 52.5405 % ). Overall 1363922 ( 75.7734 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:19 INFO | Using training file (354/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:19 INFO | -> Pre-selected 1745 entries from 2356 ( 74.0662 % ) 2018-05-15 16:31:19 INFO | -> Selected 1745 entries ( 74.0662 % ). Overall 1365140 ( 75.8411 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:19 INFO | Using training file (355/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:19 INFO | -> Pre-selected 7461 entries from 10249 ( 72.7973 % ) 2018-05-15 16:31:20 INFO | -> Selected 5753 entries ( 56.1323 % ). Overall 1369140 ( 76.0633 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:20 INFO | Using training file (356/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000042.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:20 INFO | -> Pre-selected 6097 entries from 8418 ( 72.4281 % ) 2018-05-15 16:31:21 INFO | -> Selected 5690 entries ( 67.5933 % ). Overall 1373141 ( 76.2856 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:21 INFO | Using training file (357/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000073.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:21 INFO | -> Pre-selected 7620 entries from 10591 ( 71.9479 % ) 2018-05-15 16:31:22 INFO | -> Selected 5837 entries ( 55.1128 % ). Overall 1377142 ( 76.5079 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:22 INFO | Using training file (358/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000075.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:22 INFO | -> Pre-selected 8412 entries from 11656 ( 72.1688 % ) 2018-05-15 16:31:23 INFO | -> Selected 5775 entries ( 49.5453 % ). Overall 1381142 ( 76.7301 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:23 INFO | Using training file (359/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000023.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:23 INFO | -> Pre-selected 8041 entries from 11151 ( 72.1101 % ) 2018-05-15 16:31:23 INFO | -> Selected 5664 entries ( 50.7937 % ). Overall 1385141 ( 76.9523 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:23 INFO | Using training file (360/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:23 INFO | -> Pre-selected 8147 entries from 11253 ( 72.3985 % ) 2018-05-15 16:31:24 INFO | -> Selected 5676 entries ( 50.4399 % ). Overall 1389142 ( 77.1746 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:24 INFO | Using training file (361/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:24 INFO | -> Pre-selected 7391 entries from 10139 ( 72.8967 % ) 2018-05-15 16:31:25 INFO | -> Selected 5720 entries ( 56.4158 % ). Overall 1393142 ( 77.3968 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:25 INFO | Using training file (362/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:25 INFO | -> Pre-selected 7994 entries from 11097 ( 72.0375 % ) 2018-05-15 16:31:26 INFO | -> Selected 5673 entries ( 51.1219 % ). Overall 1397142 ( 77.619 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:26 INFO | Using training file (363/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:26 INFO | -> Pre-selected 6342 entries from 8706 ( 72.8463 % ) 2018-05-15 16:31:27 INFO | -> Selected 5726 entries ( 65.7707 % ). Overall 1401143 ( 77.8413 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:27 INFO | Using training file (364/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:27 INFO | -> Pre-selected 6424 entries from 8855 ( 72.5466 % ) 2018-05-15 16:31:28 INFO | -> Selected 5712 entries ( 64.5059 % ). Overall 1405142 ( 78.0634 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:28 INFO | Using training file (365/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:28 INFO | -> Pre-selected 4319 entries from 5952 ( 72.5638 % ) 2018-05-15 16:31:28 INFO | -> Selected 4319 entries ( 72.5638 % ). Overall 1408156 ( 78.2309 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:28 INFO | Using training file (366/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:28 INFO | -> Pre-selected 8242 entries from 11455 ( 71.9511 % ) 2018-05-15 16:31:29 INFO | -> Selected 5623 entries ( 49.0877 % ). Overall 1412155 ( 78.4531 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:29 INFO | Using training file (367/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:29 INFO | -> Pre-selected 4814 entries from 6743 ( 71.3926 % ) 2018-05-15 16:31:30 INFO | -> Selected 4813 entries ( 71.3777 % ). Overall 1415507 ( 78.6393 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:30 INFO | Using training file (368/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000026.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:30 INFO | -> Pre-selected 8579 entries from 11916 ( 71.9956 % ) 2018-05-15 16:31:31 INFO | -> Selected 5798 entries ( 48.6573 % ). Overall 1419508 ( 78.8616 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:31 INFO | Using training file (369/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:31 INFO | -> Pre-selected 7614 entries from 10478 ( 72.6665 % ) 2018-05-15 16:31:32 INFO | -> Selected 5707 entries ( 54.4665 % ). Overall 1423509 ( 79.0838 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:32 INFO | Using training file (370/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:32 INFO | -> Pre-selected 7936 entries from 10972 ( 72.3296 % ) 2018-05-15 16:31:33 INFO | -> Selected 5733 entries ( 52.2512 % ). Overall 1427510 ( 79.3061 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:33 INFO | Using training file (371/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000053.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:33 INFO | -> Pre-selected 8234 entries from 11432 ( 72.0259 % ) 2018-05-15 16:31:34 INFO | -> Selected 5675 entries ( 49.6414 % ). Overall 1431511 ( 79.5284 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:34 INFO | Using training file (372/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:34 INFO | -> Pre-selected 7623 entries from 10576 ( 72.0783 % ) 2018-05-15 16:31:35 INFO | -> Selected 5703 entries ( 53.924 % ). Overall 1435511 ( 79.7506 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:35 INFO | Using training file (373/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:35 INFO | -> Pre-selected 8236 entries from 11264 ( 73.1179 % ) 2018-05-15 16:31:36 INFO | -> Selected 5622 entries ( 49.9112 % ). Overall 1439512 ( 79.9729 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:36 INFO | Using training file (374/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:36 INFO | -> Pre-selected 2136 entries from 2963 ( 72.0891 % ) 2018-05-15 16:31:36 INFO | -> Selected 2136 entries ( 72.0891 % ). Overall 1440984 ( 80.0547 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:36 INFO | Using training file (375/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:36 INFO | -> Pre-selected 7887 entries from 10995 ( 71.7326 % ) 2018-05-15 16:31:37 INFO | -> Selected 5755 entries ( 52.342 % ). Overall 1444983 ( 80.2768 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:37 INFO | Using training file (376/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:37 INFO | -> Pre-selected 8147 entries from 11069 ( 73.602 % ) 2018-05-15 16:31:38 INFO | -> Selected 5719 entries ( 51.6668 % ). Overall 1448982 ( 80.499 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:38 INFO | Using training file (377/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:38 INFO | -> Pre-selected 7989 entries from 11102 ( 71.96 % ) 2018-05-15 16:31:39 INFO | -> Selected 5756 entries ( 51.8465 % ). Overall 1452983 ( 80.7213 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:39 INFO | Using training file (378/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:39 INFO | -> Pre-selected 8404 entries from 11644 ( 72.1745 % ) 2018-05-15 16:31:40 INFO | -> Selected 5783 entries ( 49.6651 % ). Overall 1456984 ( 80.9436 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:40 INFO | Using training file (379/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:40 INFO | -> Pre-selected 5123 entries from 7192 ( 71.2319 % ) 2018-05-15 16:31:41 INFO | -> Selected 5121 entries ( 71.2041 % ). Overall 1460561 ( 81.1423 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:41 INFO | Using training file (380/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:41 INFO | -> Pre-selected 6607 entries from 8882 ( 74.3864 % ) 2018-05-15 16:31:42 INFO | -> Selected 5782 entries ( 65.098 % ). Overall 1464562 ( 81.3646 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:42 INFO | Using training file (381/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:42 INFO | -> Pre-selected 8208 entries from 11312 ( 72.5601 % ) 2018-05-15 16:31:43 INFO | -> Selected 5746 entries ( 50.7956 % ). Overall 1468560 ( 81.5867 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:43 INFO | Using training file (382/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000037.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:43 INFO | -> Pre-selected 3324 entries from 4472 ( 74.3292 % ) 2018-05-15 16:31:43 INFO | -> Selected 3324 entries ( 74.3292 % ). Overall 1470891 ( 81.7162 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:43 INFO | Using training file (383/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:43 INFO | -> Pre-selected 7339 entries from 10171 ( 72.1561 % ) 2018-05-15 16:31:44 INFO | -> Selected 5708 entries ( 56.1203 % ). Overall 1474890 ( 81.9383 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:44 INFO | Using training file (384/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000018.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:44 INFO | -> Pre-selected 7734 entries from 10726 ( 72.1052 % ) 2018-05-15 16:31:45 INFO | -> Selected 5671 entries ( 52.8715 % ). Overall 1478888 ( 82.1604 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:45 INFO | Using training file (385/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000024.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:45 INFO | -> Pre-selected 7794 entries from 10774 ( 72.3408 % ) 2018-05-15 16:31:46 INFO | -> Selected 5814 entries ( 53.9632 % ). Overall 1482888 ( 82.3827 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:46 INFO | Using training file (386/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:46 INFO | -> Pre-selected 6223 entries from 8490 ( 73.298 % ) 2018-05-15 16:31:47 INFO | -> Selected 5774 entries ( 68.0094 % ). Overall 1486888 ( 82.6049 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:47 INFO | Using training file (387/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000005.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:47 INFO | -> Pre-selected 8260 entries from 11469 ( 72.0202 % ) 2018-05-15 16:31:48 INFO | -> Selected 5675 entries ( 49.4812 % ). Overall 1490889 ( 82.8272 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:48 INFO | Using training file (388/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:48 INFO | -> Pre-selected 8078 entries from 11180 ( 72.254 % ) 2018-05-15 16:31:49 INFO | -> Selected 5800 entries ( 51.8784 % ). Overall 1494890 ( 83.0494 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:49 INFO | Using training file (389/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000009.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:49 INFO | -> Pre-selected 7520 entries from 10427 ( 72.1205 % ) 2018-05-15 16:31:50 INFO | -> Selected 5695 entries ( 54.6178 % ). Overall 1498891 ( 83.2717 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:50 INFO | Using training file (390/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:50 INFO | -> Pre-selected 8068 entries from 11121 ( 72.5474 % ) 2018-05-15 16:31:51 INFO | -> Selected 5675 entries ( 51.0296 % ). Overall 1502892 ( 83.494 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:51 INFO | Using training file (391/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:51 INFO | -> Pre-selected 2148 entries from 3017 ( 71.1966 % ) 2018-05-15 16:31:51 INFO | -> Selected 2148 entries ( 71.1966 % ). Overall 1504391 ( 83.5773 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:51 INFO | Using training file (392/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:51 INFO | -> Pre-selected 7757 entries from 10925 ( 71.0023 % ) 2018-05-15 16:31:52 INFO | -> Selected 5727 entries ( 52.4211 % ). Overall 1508392 ( 83.7996 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:52 INFO | Using training file (393/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000050.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:52 INFO | -> Pre-selected 8158 entries from 11345 ( 71.9083 % ) 2018-05-15 16:31:53 INFO | -> Selected 5766 entries ( 50.8242 % ). Overall 1512391 ( 84.0217 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:53 INFO | Using training file (394/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:53 INFO | -> Pre-selected 8408 entries from 11677 ( 72.0048 % ) 2018-05-15 16:31:54 INFO | -> Selected 5765 entries ( 49.3706 % ). Overall 1516392 ( 84.244 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:54 INFO | Using training file (395/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000032.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:54 INFO | -> Pre-selected 7940 entries from 11105 ( 71.4993 % ) 2018-05-15 16:31:55 INFO | -> Selected 5695 entries ( 51.2832 % ). Overall 1520392 ( 84.4662 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:55 INFO | Using training file (396/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:55 INFO | -> Pre-selected 8230 entries from 11392 ( 72.2437 % ) 2018-05-15 16:31:56 INFO | -> Selected 5775 entries ( 50.6935 % ). Overall 1524391 ( 84.6884 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:56 INFO | Using training file (397/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:56 INFO | -> Pre-selected 8059 entries from 11344 ( 71.042 % ) 2018-05-15 16:31:57 INFO | -> Selected 5683 entries ( 50.097 % ). Overall 1528392 ( 84.9107 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:57 INFO | Using training file (398/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:57 INFO | -> Pre-selected 7828 entries from 10911 ( 71.7441 % ) 2018-05-15 16:31:58 INFO | -> Selected 5759 entries ( 52.7816 % ). Overall 1532393 ( 85.1329 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:58 INFO | Using training file (399/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:58 INFO | -> Pre-selected 7986 entries from 11228 ( 71.1258 % ) 2018-05-15 16:31:59 INFO | -> Selected 5725 entries ( 50.9886 % ). Overall 1536392 ( 85.3551 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:31:59 INFO | Using training file (400/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000001.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:31:59 INFO | -> Pre-selected 8573 entries from 11773 ( 72.8192 % ) 2018-05-15 16:32:00 INFO | -> Selected 5772 entries ( 49.0274 % ). Overall 1540392 ( 85.5773 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:00 INFO | Using training file (401/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:00 INFO | -> Pre-selected 7965 entries from 11035 ( 72.1794 % ) 2018-05-15 16:32:01 INFO | -> Selected 5681 entries ( 51.4816 % ). Overall 1544392 ( 85.7996 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:01 INFO | Using training file (402/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000036.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:01 INFO | -> Pre-selected 8119 entries from 11269 ( 72.0472 % ) 2018-05-15 16:32:02 INFO | -> Selected 5689 entries ( 50.4836 % ). Overall 1548393 ( 86.0218 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:02 INFO | Using training file (403/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:02 INFO | -> Pre-selected 5454 entries from 7537 ( 72.363 % ) 2018-05-15 16:32:02 INFO | -> Selected 5454 entries ( 72.363 % ). Overall 1552128 ( 86.2293 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:02 INFO | Using training file (404/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000072.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:02 INFO | -> Pre-selected 7993 entries from 11239 ( 71.1184 % ) 2018-05-15 16:32:03 INFO | -> Selected 5787 entries ( 51.4903 % ). Overall 1556127 ( 86.4515 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:03 INFO | Using training file (405/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:03 INFO | -> Pre-selected 7851 entries from 10970 ( 71.5679 % ) 2018-05-15 16:32:04 INFO | -> Selected 5705 entries ( 52.0055 % ). Overall 1560128 ( 86.6738 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:04 INFO | Using training file (406/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:04 INFO | -> Pre-selected 8318 entries from 11539 ( 72.086 % ) 2018-05-15 16:32:06 INFO | -> Selected 5693 entries ( 49.337 % ). Overall 1564128 ( 86.896 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:06 INFO | Using training file (407/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000039.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:06 INFO | -> Pre-selected 8089 entries from 11236 ( 71.9918 % ) 2018-05-15 16:32:07 INFO | -> Selected 5656 entries ( 50.3382 % ). Overall 1568128 ( 87.1182 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:07 INFO | Using training file (408/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:07 INFO | -> Pre-selected 8355 entries from 11360 ( 73.5475 % ) 2018-05-15 16:32:08 INFO | -> Selected 5728 entries ( 50.4225 % ). Overall 1572129 ( 87.3405 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:08 INFO | Using training file (409/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:08 INFO | -> Pre-selected 8573 entries from 11870 ( 72.2241 % ) 2018-05-15 16:32:09 INFO | -> Selected 5680 entries ( 47.8517 % ). Overall 1576129 ( 87.5627 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:09 INFO | Using training file (410/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:09 INFO | -> Pre-selected 7675 entries from 10599 ( 72.4125 % ) 2018-05-15 16:32:10 INFO | -> Selected 5684 entries ( 53.6277 % ). Overall 1580129 ( 87.7849 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:10 INFO | Using training file (411/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:10 INFO | -> Pre-selected 7675 entries from 10732 ( 71.5151 % ) 2018-05-15 16:32:11 INFO | -> Selected 5747 entries ( 53.5501 % ). Overall 1584130 ( 88.0072 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:11 INFO | Using training file (412/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000027.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:11 INFO | -> Pre-selected 7883 entries from 11013 ( 71.579 % ) 2018-05-15 16:32:12 INFO | -> Selected 5729 entries ( 52.0203 % ). Overall 1588130 ( 88.2294 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:12 INFO | Using training file (413/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:12 INFO | -> Pre-selected 8110 entries from 11303 ( 71.7509 % ) 2018-05-15 16:32:13 INFO | -> Selected 5733 entries ( 50.721 % ). Overall 1592130 ( 88.4517 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:13 INFO | Using training file (414/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000047.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:13 INFO | -> Pre-selected 8023 entries from 11053 ( 72.5866 % ) 2018-05-15 16:32:14 INFO | -> Selected 5716 entries ( 51.7145 % ). Overall 1596130 ( 88.6739 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:14 INFO | Using training file (415/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000030.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:14 INFO | -> Pre-selected 8331 entries from 11522 ( 72.3052 % ) 2018-05-15 16:32:15 INFO | -> Selected 5745 entries ( 49.8611 % ). Overall 1600130 ( 88.8961 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:15 INFO | Using training file (416/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:15 INFO | -> Pre-selected 8037 entries from 10945 ( 73.4308 % ) 2018-05-15 16:32:16 INFO | -> Selected 5766 entries ( 52.6816 % ). Overall 1604131 ( 89.1184 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:16 INFO | Using training file (417/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:16 INFO | -> Pre-selected 7857 entries from 10981 ( 71.5509 % ) 2018-05-15 16:32:17 INFO | -> Selected 5771 entries ( 52.5544 % ). Overall 1608132 ( 89.3407 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:17 INFO | Using training file (418/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000059.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:17 INFO | -> Pre-selected 8289 entries from 11478 ( 72.2164 % ) 2018-05-15 16:32:18 INFO | -> Selected 5810 entries ( 50.6186 % ). Overall 1612132 ( 89.5629 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:18 INFO | Using training file (419/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000011.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:18 INFO | -> Pre-selected 8052 entries from 11143 ( 72.2606 % ) 2018-05-15 16:32:19 INFO | -> Selected 5656 entries ( 50.7583 % ). Overall 1616132 ( 89.7851 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:19 INFO | Using training file (420/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000013.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:19 INFO | -> Pre-selected 7719 entries from 10741 ( 71.8648 % ) 2018-05-15 16:32:20 INFO | -> Selected 5702 entries ( 53.0863 % ). Overall 1620133 ( 90.0074 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:20 INFO | Using training file (421/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000048.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:20 INFO | -> Pre-selected 7782 entries from 10787 ( 72.1424 % ) 2018-05-15 16:32:21 INFO | -> Selected 5746 entries ( 53.2678 % ). Overall 1624134 ( 90.2297 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:21 INFO | Using training file (422/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000058.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:21 INFO | -> Pre-selected 8215 entries from 11517 ( 71.3293 % ) 2018-05-15 16:32:22 INFO | -> Selected 5813 entries ( 50.4732 % ). Overall 1628135 ( 90.4519 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:22 INFO | Using training file (423/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:22 INFO | -> Pre-selected 7796 entries from 10749 ( 72.5277 % ) 2018-05-15 16:32:23 INFO | -> Selected 5689 entries ( 52.9259 % ). Overall 1632134 ( 90.6741 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:23 INFO | Using training file (424/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000046.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:23 INFO | -> Pre-selected 8203 entries from 11447 ( 71.6607 % ) 2018-05-15 16:32:24 INFO | -> Selected 5669 entries ( 49.5239 % ). Overall 1636134 ( 90.8963 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:24 INFO | Using training file (425/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000019.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:24 INFO | -> Pre-selected 8210 entries from 11362 ( 72.2584 % ) 2018-05-15 16:32:25 INFO | -> Selected 5677 entries ( 49.9648 % ). Overall 1640135 ( 91.1186 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:25 INFO | Using training file (426/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000055.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:25 INFO | -> Pre-selected 7980 entries from 11149 ( 71.5759 % ) 2018-05-15 16:32:26 INFO | -> Selected 5761 entries ( 51.6728 % ). Overall 1644135 ( 91.3408 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:26 INFO | Using training file (427/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000042.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:26 INFO | -> Pre-selected 8201 entries from 11245 ( 72.9302 % ) 2018-05-15 16:32:27 INFO | -> Selected 5676 entries ( 50.4758 % ). Overall 1648135 ( 91.5631 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:27 INFO | Using training file (428/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000006.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:27 INFO | -> Pre-selected 6122 entries from 8223 ( 74.4497 % ) 2018-05-15 16:32:28 INFO | -> Selected 5739 entries ( 69.792 % ). Overall 1652134 ( 91.7852 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:28 INFO | Using training file (429/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000017.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:28 INFO | -> Pre-selected 8120 entries from 11353 ( 71.5229 % ) 2018-05-15 16:32:29 INFO | -> Selected 5782 entries ( 50.9293 % ). Overall 1656135 ( 92.0075 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:29 INFO | Using training file (430/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000008.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:29 INFO | -> Pre-selected 6610 entries from 8903 ( 74.2446 % ) 2018-05-15 16:32:30 INFO | -> Selected 5724 entries ( 64.2929 % ). Overall 1660134 ( 92.2297 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:30 INFO | Using training file (431/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:30 INFO | -> Pre-selected 7807 entries from 10902 ( 71.6107 % ) 2018-05-15 16:32:31 INFO | -> Selected 5691 entries ( 52.2014 % ). Overall 1664135 ( 92.4519 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:31 INFO | Using training file (432/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000016.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:31 INFO | -> Pre-selected 7907 entries from 10937 ( 72.2959 % ) 2018-05-15 16:32:32 INFO | -> Selected 5680 entries ( 51.9338 % ). Overall 1668136 ( 92.6742 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:32 INFO | Using training file (433/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:32 INFO | -> Pre-selected 8212 entries from 11535 ( 71.192 % ) 2018-05-15 16:32:33 INFO | -> Selected 5655 entries ( 49.0247 % ). Overall 1672137 ( 92.8965 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:33 INFO | Using training file (434/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000045.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:33 INFO | -> Pre-selected 8062 entries from 11202 ( 71.9693 % ) 2018-05-15 16:32:34 INFO | -> Selected 5674 entries ( 50.6517 % ). Overall 1676138 ( 93.1188 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:34 INFO | Using training file (435/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:34 INFO | -> Pre-selected 6230 entries from 8613 ( 72.3325 % ) 2018-05-15 16:32:34 INFO | -> Selected 5707 entries ( 66.2603 % ). Overall 1680136 ( 93.3409 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:34 INFO | Using training file (436/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:34 INFO | -> Pre-selected 7907 entries from 10963 ( 72.1244 % ) 2018-05-15 16:32:35 INFO | -> Selected 5821 entries ( 53.0968 % ). Overall 1684136 ( 93.5631 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:35 INFO | Using training file (437/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:35 INFO | -> Pre-selected 8201 entries from 11277 ( 72.7232 % ) 2018-05-15 16:32:36 INFO | -> Selected 5731 entries ( 50.8203 % ). Overall 1688136 ( 93.7853 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:36 INFO | Using training file (438/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000028.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:36 INFO | -> Pre-selected 8322 entries from 11415 ( 72.9041 % ) 2018-05-15 16:32:37 INFO | -> Selected 5734 entries ( 50.2322 % ). Overall 1692136 ( 94.0076 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:37 INFO | Using training file (439/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:37 INFO | -> Pre-selected 7583 entries from 10445 ( 72.5993 % ) 2018-05-15 16:32:38 INFO | -> Selected 5616 entries ( 53.7674 % ). Overall 1696135 ( 94.2297 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:38 INFO | Using training file (440/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000003.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:38 INFO | -> Pre-selected 8435 entries from 11670 ( 72.2793 % ) 2018-05-15 16:32:39 INFO | -> Selected 5757 entries ( 49.3316 % ). Overall 1700135 ( 94.4519 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:39 INFO | Using training file (441/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000031.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:39 INFO | -> Pre-selected 1831 entries from 2534 ( 72.2573 % ) 2018-05-15 16:32:39 INFO | -> Selected 1831 entries ( 72.2573 % ). Overall 1701433 ( 94.5241 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:39 INFO | Using training file (442/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000014.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:39 INFO | -> Pre-selected 8148 entries from 11268 ( 72.311 % ) 2018-05-15 16:32:40 INFO | -> Selected 5788 entries ( 51.3667 % ). Overall 1705431 ( 94.7462 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:40 INFO | Using training file (443/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000020.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:40 INFO | -> Pre-selected 7902 entries from 10955 ( 72.1314 % ) 2018-05-15 16:32:41 INFO | -> Selected 5727 entries ( 52.2775 % ). Overall 1709429 ( 94.9683 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:41 INFO | Using training file (444/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:41 INFO | -> Pre-selected 6576 entries from 9147 ( 71.8924 % ) 2018-05-15 16:32:42 INFO | -> Selected 5765 entries ( 63.0261 % ). Overall 1713429 ( 95.1905 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:42 INFO | Using training file (445/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000029.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:42 INFO | -> Pre-selected 8292 entries from 11553 ( 71.7736 % ) 2018-05-15 16:32:43 INFO | -> Selected 5725 entries ( 49.5542 % ). Overall 1717429 ( 95.4127 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:43 INFO | Using training file (446/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000018.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:43 INFO | -> Pre-selected 6011 entries from 8234 ( 73.0022 % ) 2018-05-15 16:32:44 INFO | -> Selected 5802 entries ( 70.4639 % ). Overall 1721426 ( 95.6348 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:44 INFO | Using training file (447/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000012.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:44 INFO | -> Pre-selected 6891 entries from 9306 ( 74.049 % ) 2018-05-15 16:32:45 INFO | -> Selected 5715 entries ( 61.412 % ). Overall 1725426 ( 95.857 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:45 INFO | Using training file (448/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000049.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:45 INFO | -> Pre-selected 7804 entries from 10898 ( 71.6095 % ) 2018-05-15 16:32:46 INFO | -> Selected 5820 entries ( 53.4043 % ). Overall 1729427 ( 96.0793 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:46 INFO | Using training file (449/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000041.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:46 INFO | -> Pre-selected 7539 entries from 10338 ( 72.9251 % ) 2018-05-15 16:32:47 INFO | -> Selected 5809 entries ( 56.1908 % ). Overall 1733427 ( 96.3015 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:47 INFO | Using training file (450/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000010.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:47 INFO | -> Pre-selected 8772 entries from 12125 ( 72.3464 % ) 2018-05-15 16:32:48 INFO | -> Selected 5738 entries ( 47.3237 % ). Overall 1737427 ( 96.5237 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:48 INFO | Using training file (451/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000004.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:48 INFO | -> Pre-selected 7864 entries from 11010 ( 71.426 % ) 2018-05-15 16:32:49 INFO | -> Selected 5700 entries ( 51.7711 % ). Overall 1741428 ( 96.746 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:49 INFO | Using training file (452/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000040.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:49 INFO | -> Pre-selected 8003 entries from 11204 ( 71.4298 % ) 2018-05-15 16:32:50 INFO | -> Selected 5775 entries ( 51.5441 % ). Overall 1745428 ( 96.9682 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:50 INFO | Using training file (453/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000107.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:50 INFO | -> Pre-selected 8346 entries from 11506 ( 72.5361 % ) 2018-05-15 16:32:50 INFO | -> Selected 5746 entries ( 49.9392 % ). Overall 1749429 ( 97.1905 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:50 INFO | Using training file (454/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:50 INFO | -> Pre-selected 1990 entries from 2724 ( 73.0543 % ) 2018-05-15 16:32:51 INFO | -> Selected 1990 entries ( 73.0543 % ). Overall 1750782 ( 97.2657 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:51 INFO | Using training file (455/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000022.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:51 INFO | -> Pre-selected 7568 entries from 10614 ( 71.3021 % ) 2018-05-15 16:32:52 INFO | -> Selected 5708 entries ( 53.778 % ). Overall 1754782 ( 97.4879 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:52 INFO | Using training file (456/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000044.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:52 INFO | -> Pre-selected 8088 entries from 11077 ( 73.0162 % ) 2018-05-15 16:32:53 INFO | -> Selected 5773 entries ( 52.117 % ). Overall 1758783 ( 97.7102 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:53 INFO | Using training file (457/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000007.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:53 INFO | -> Pre-selected 8155 entries from 11269 ( 72.3667 % ) 2018-05-15 16:32:54 INFO | -> Selected 5748 entries ( 51.0072 % ). Overall 1762783 ( 97.9324 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:54 INFO | Using training file (458/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000038.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:54 INFO | -> Pre-selected 8024 entries from 11039 ( 72.6877 % ) 2018-05-15 16:32:54 INFO | -> Selected 5764 entries ( 52.2149 % ). Overall 1766783 ( 98.1546 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:54 INFO | Using training file (459/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000052.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:54 INFO | -> Pre-selected 6534 entries from 9057 ( 72.1431 % ) 2018-05-15 16:32:55 INFO | -> Selected 5718 entries ( 63.1335 % ). Overall 1770782 ( 98.3768 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:55 INFO | Using training file (460/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000025.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:55 INFO | -> Pre-selected 7832 entries from 10788 ( 72.5992 % ) 2018-05-15 16:32:56 INFO | -> Selected 5685 entries ( 52.6974 % ). Overall 1774782 ( 98.599 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:56 INFO | Using training file (461/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000015.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:56 INFO | -> Pre-selected 7959 entries from 10972 ( 72.5392 % ) 2018-05-15 16:32:57 INFO | -> Selected 5651 entries ( 51.5038 % ). Overall 1778779 ( 98.8211 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:57 INFO | Using training file (462/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000051.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:57 INFO | -> Pre-selected 8134 entries from 11304 ( 71.9568 % ) 2018-05-15 16:32:58 INFO | -> Selected 5695 entries ( 50.3804 % ). Overall 1782780 ( 99.0433 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:58 INFO | Using training file (463/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000035.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:58 INFO | -> Pre-selected 6460 entries from 9012 ( 71.6822 % ) 2018-05-15 16:32:59 INFO | -> Selected 5728 entries ( 63.5597 % ). Overall 1786781 ( 99.2656 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:32:59 INFO | Using training file (464/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000105.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:32:59 INFO | -> Pre-selected 8203 entries from 11246 ( 72.9415 % ) 2018-05-15 16:33:00 INFO | -> Selected 5737 entries ( 51.0137 % ). Overall 1790780 ( 99.4878 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:33:00 INFO | Using training file (465/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000106.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:33:00 INFO | -> Pre-selected 8150 entries from 11205 ( 72.7354 % ) 2018-05-15 16:33:01 INFO | -> Selected 5643 entries ( 50.3614 % ). Overall 1794781 ( 99.7101 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:33:01 INFO | Using training file (466/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000056.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:33:01 INFO | -> Pre-selected 8720 entries from 12054 ( 72.3411 % ) 2018-05-15 16:33:02 INFO | -> Selected 5728 entries ( 47.5195 % ). Overall 1798782 ( 99.9323 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:33:02 INFO | Using training file (467/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000002.root.576a2c4002b40265 Tuple=ANNPID/DecayTree 2018-05-15 16:33:02 INFO | -> Pre-selected 7651 entries from 10710 ( 71.4379 % ) 2018-05-15 16:33:02 INFO | -> Selected 1712 entries ( 15.9851 % ). Overall 1800000 ( 100 % ) of required 1800000 non-ghost training entries. 2018-05-15 16:33:02 INFO | Considered 3526927 tracks for input to MVA training 2018-05-15 16:33:02 INFO | Sel. Eff. = 73.1178% 2018-05-15 16:33:02 INFO | Selected 1805519/770984 tracks for input to MVA training/testing 2018-05-15 16:33:02 INFO | Ghost percentage = 0.305674% 2018-05-15 16:33:02 INFO | Electron percentage = 0.540232% 2018-05-15 16:33:02 INFO | Muon percentage = 1.06933% 2018-05-15 16:33:02 INFO | Pion percentage = 84.4923% 2018-05-15 16:33:02 INFO | Kaon percentage = 13.0369% 2018-05-15 16:33:02 INFO | Proton percentage = 0.472274% 2018-05-15 16:33:02 WARN | Unknown Particle type 3112 2018-05-15 16:33:02 INFO | 'PDG=3112' percentage = 0.0203266% 2018-05-15 16:33:02 WARN | Unknown Particle type 3222 2018-05-15 16:33:02 INFO | 'PDG=3222' percentage = 0.051121% 2018-05-15 16:33:02 INFO | Skipped 7 contributions below 0.01% 2018-05-15 16:33:02 INFO | Created text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel 2018-05-15 16:33:02 INFO | Created Plots directory Long-Kaon-evaluation.root:/TrainMixture/EvalUpgradeSim09cUp02RecoUp01Mixture/EvalWithPreSel 2018-05-15 16:33:02 INFO | Making plots for input BremPIDe 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.0100 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.0250 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.0500 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.0750 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.1000 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.1250 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.1500 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.1750 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.2000 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.3000 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.3500 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.4000 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.4500 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.6000 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.7000 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.8000 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.9000 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.9500 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.9750 2018-05-15 16:33:02 INFO | Creating ROOT directory MVAcut0.9900 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-8.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-7.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-6.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-5.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-5.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-4.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-4.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-3.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-3.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-2.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-2.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-1.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-1.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut-0.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut0.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut0.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut1.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut1.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut2.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut2.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut3.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut3.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut4.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut4.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut5.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut5.5000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut6.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut7.0000 2018-05-15 16:33:02 INFO | Creating ROOT directory DLLcut8.0000 2018-05-15 16:33:02 INFO | Making plots for input CaloBremChi2 2018-05-15 16:33:02 INFO | Making plots for input CaloBremMatch 2018-05-15 16:33:02 INFO | Making plots for input CaloChargedEcal 2018-05-15 16:33:02 INFO | Making plots for input CaloClusChi2 2018-05-15 16:33:02 INFO | Making plots for input CaloEcalChi2 2018-05-15 16:33:02 INFO | Making plots for input CaloEcalE 2018-05-15 16:33:02 INFO | Making plots for input CaloElectronMatch 2018-05-15 16:33:02 INFO | Making plots for input CaloEoverP 2018-05-15 16:33:02 INFO | Making plots for input CaloHcalE 2018-05-15 16:33:02 INFO | Making plots for input CaloNeutralEcal 2018-05-15 16:33:02 INFO | Making plots for input CaloTrMatch 2018-05-15 16:33:02 INFO | Making plots for input CaloTrajectoryL 2018-05-15 16:33:02 INFO | Making plots for input CombDLLe 2018-05-15 16:33:02 INFO | Making plots for input CombDLLmu 2018-05-15 16:33:02 INFO | Making plots for input EcalPIDe 2018-05-15 16:33:02 INFO | Making plots for input EcalPIDmu 2018-05-15 16:33:02 INFO | Making plots for input HcalPIDe 2018-05-15 16:33:02 INFO | Making plots for input HcalPIDmu 2018-05-15 16:33:02 INFO | Making plots for input InAccBrem 2018-05-15 16:33:02 INFO | Making plots for input InAccMuon 2018-05-15 16:33:02 INFO | Making plots for input MuonBkgLL 2018-05-15 16:33:02 INFO | Making plots for input MuonChi2Corr 2018-05-15 16:33:02 INFO | Making plots for input MuonIsLooseMuon 2018-05-15 16:33:02 INFO | Making plots for input MuonIsMuon 2018-05-15 16:33:02 INFO | Making plots for input MuonMVA1 2018-05-15 16:33:02 INFO | Making plots for input MuonMuLL 2018-05-15 16:33:02 INFO | Making plots for input MuonNShared 2018-05-15 16:33:02 INFO | Making plots for input RichAboveKaThres 2018-05-15 16:33:02 INFO | Making plots for input RichAbovePiThres 2018-05-15 16:33:02 INFO | Making plots for input RichAbovePrThres 2018-05-15 16:33:02 INFO | Making plots for input RichDLLbt 2018-05-15 16:33:02 INFO | Making plots for input RichDLLd 2018-05-15 16:33:02 INFO | Making plots for input RichDLLe 2018-05-15 16:33:02 INFO | Making plots for input RichDLLk 2018-05-15 16:33:02 INFO | Making plots for input RichDLLmu 2018-05-15 16:33:02 INFO | Making plots for input RichDLLp 2018-05-15 16:33:02 INFO | Making plots for input RichUsedR1Gas 2018-05-15 16:33:02 INFO | Making plots for input RichUsedR2Gas 2018-05-15 16:33:02 INFO | Making plots for input TrackChi2PerDof 2018-05-15 16:33:02 INFO | Making plots for input TrackFitMatchChi2 2018-05-15 16:33:02 INFO | Making plots for input TrackFitTChi2 2018-05-15 16:33:02 INFO | Making plots for input TrackFitTNDoF 2018-05-15 16:33:02 INFO | Making plots for input TrackFitVeloChi2 2018-05-15 16:33:02 INFO | Making plots for input TrackFitVeloNDoF 2018-05-15 16:33:03 INFO | Making plots for input TrackGhostProbability 2018-05-15 16:33:03 INFO | Making plots for input TrackNumDof 2018-05-15 16:33:03 INFO | Making plots for input TrackP 2018-05-15 16:33:03 INFO | Making plots for input TrackPt : Booking "MLP" of type "MLP" from GlobalPID_Kaon_Long_TMVA.weights.xml.
DataSetInfo : [Default] : Added class "Signal"
DataSetInfo : [Default] : Added class "Background"
Kaon_Long_TMVA : Building Network. : Initializing weights : Booked classifier "Kaon_Long_TMVA" of type: "MLP" 2018-05-15 16:33:03 INFO | Creating selection from 'AllPhysTracksInEvent.txt' 2018-05-15 16:33:03 INFO | -> !HasMC || MCVertexType==1 || MCVertexType==2 2018-05-15 16:33:03 INFO | Evaluation mode 'EvalWithPreSel' 2018-05-15 16:33:03 INFO | Will apply all track pre-selections during evaluation 2018-05-15 16:33:03 INFO | Evaluation Datafile Selection hash = 2164089be745b06a 2018-05-15 16:33:03 INFO | Using evaluation file (468/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000022.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 16:33:03 INFO | -> Pre-selected 452755 entries from 452755 ( 100 % ) 2018-05-15 16:47:09 INFO | -> Selected 452755 entries ( 100 % ). Overall 452755 ( 4.52755 % ) of required 10000000 entries. 2018-05-15 16:47:09 INFO | Using evaluation file (469/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000120.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 16:47:10 INFO | -> Pre-selected 440522 entries from 440522 ( 100 % ) 2018-05-15 17:00:40 INFO | -> Selected 440522 entries ( 100 % ). Overall 893277 ( 8.93277 % ) of required 10000000 entries. 2018-05-15 17:00:40 INFO | Using evaluation file (470/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000006.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 17:00:41 INFO | -> Pre-selected 444121 entries from 444121 ( 100 % ) 2018-05-15 17:14:45 INFO | -> Selected 444121 entries ( 100 % ). Overall 1337398 ( 13.374 % ) of required 10000000 entries. 2018-05-15 17:14:45 INFO | Using evaluation file (471/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000046.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 17:14:46 INFO | -> Pre-selected 225400 entries from 225400 ( 100 % ) 2018-05-15 17:21:41 INFO | -> Selected 225400 entries ( 100 % ). Overall 1562798 ( 15.628 % ) of required 10000000 entries. 2018-05-15 17:21:41 INFO | Using evaluation file (472/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000005.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 17:21:42 INFO | -> Pre-selected 449195 entries from 449195 ( 100 % ) 2018-05-15 17:36:13 INFO | -> Selected 449195 entries ( 100 % ). Overall 2011993 ( 20.1199 % ) of required 10000000 entries. 2018-05-15 17:36:13 INFO | Using evaluation file (473/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000021.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 17:36:13 INFO | -> Pre-selected 452582 entries from 452582 ( 100 % ) 2018-05-15 17:52:27 INFO | -> Selected 452582 entries ( 100 % ). Overall 2464575 ( 24.6457 % ) of required 10000000 entries. 2018-05-15 17:52:27 INFO | Using evaluation file (474/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000049.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 17:52:28 INFO | -> Pre-selected 456115 entries from 456115 ( 100 % ) 2018-05-15 18:10:40 INFO | -> Selected 456115 entries ( 100 % ). Overall 2920690 ( 29.2069 % ) of required 10000000 entries. 2018-05-15 18:10:40 INFO | Using evaluation file (475/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000007.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 18:10:41 INFO | -> Pre-selected 449645 entries from 449645 ( 100 % ) 2018-05-15 18:28:50 INFO | -> Selected 449645 entries ( 100 % ). Overall 3370335 ( 33.7034 % ) of required 10000000 entries. 2018-05-15 18:28:50 INFO | Using evaluation file (476/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000052.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 18:28:50 INFO | -> Pre-selected 441438 entries from 441438 ( 100 % ) 2018-05-15 18:45:54 INFO | -> Selected 441438 entries ( 100 % ). Overall 3811773 ( 38.1177 % ) of required 10000000 entries. 2018-05-15 18:45:54 INFO | Using evaluation file (477/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000011.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 18:45:54 INFO | -> Pre-selected 461687 entries from 461687 ( 100 % ) 2018-05-15 19:03:45 INFO | -> Selected 461687 entries ( 100 % ). Overall 4273460 ( 42.7346 % ) of required 10000000 entries. 2018-05-15 19:03:45 INFO | Using evaluation file (478/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000002.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 19:03:46 INFO | -> Pre-selected 438643 entries from 438643 ( 100 % ) 2018-05-15 19:21:28 INFO | -> Selected 438643 entries ( 100 % ). Overall 4712103 ( 47.121 % ) of required 10000000 entries. 2018-05-15 19:21:28 INFO | Using evaluation file (479/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000027.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 19:21:29 INFO | -> Pre-selected 350704 entries from 350704 ( 100 % ) 2018-05-15 19:33:45 INFO | -> Selected 350704 entries ( 100 % ). Overall 5062807 ( 50.6281 % ) of required 10000000 entries. 2018-05-15 19:33:45 INFO | Using evaluation file (480/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000035.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 19:33:46 INFO | -> Pre-selected 428197 entries from 428197 ( 100 % ) 2018-05-15 19:48:45 INFO | -> Selected 428197 entries ( 100 % ). Overall 5491004 ( 54.91 % ) of required 10000000 entries. 2018-05-15 19:48:45 INFO | Using evaluation file (481/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000037.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 19:48:46 INFO | -> Pre-selected 419090 entries from 419090 ( 100 % ) 2018-05-15 20:00:53 INFO | -> Selected 419090 entries ( 100 % ). Overall 5910094 ( 59.1009 % ) of required 10000000 entries. 2018-05-15 20:00:53 INFO | Using evaluation file (482/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000070.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 20:00:53 INFO | -> Pre-selected 453124 entries from 453124 ( 100 % ) 2018-05-15 20:13:59 INFO | -> Selected 453124 entries ( 100 % ). Overall 6363218 ( 63.6322 % ) of required 10000000 entries. 2018-05-15 20:14:00 INFO | Using evaluation file (483/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000063.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 20:14:00 INFO | -> Pre-selected 459322 entries from 459322 ( 100 % ) 2018-05-15 20:27:16 INFO | -> Selected 459322 entries ( 100 % ). Overall 6822540 ( 68.2254 % ) of required 10000000 entries. 2018-05-15 20:27:16 INFO | Using evaluation file (484/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000002.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 20:27:16 INFO | -> Pre-selected 225305 entries from 225305 ( 100 % ) 2018-05-15 20:33:40 INFO | -> Selected 225305 entries ( 100 % ). Overall 7047845 ( 70.4784 % ) of required 10000000 entries. 2018-05-15 20:33:40 INFO | Using evaluation file (485/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000023.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 20:33:40 INFO | -> Pre-selected 454226 entries from 454226 ( 100 % ) 2018-05-15 20:46:55 INFO | -> Selected 454226 entries ( 100 % ). Overall 7502071 ( 75.0207 % ) of required 10000000 entries. 2018-05-15 20:46:55 INFO | Using evaluation file (486/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000024.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 20:46:56 INFO | -> Pre-selected 435240 entries from 435240 ( 100 % ) 2018-05-15 20:59:26 INFO | -> Selected 435240 entries ( 100 % ). Overall 7937311 ( 79.3731 % ) of required 10000000 entries. 2018-05-15 20:59:26 INFO | Using evaluation file (487/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000028.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 20:59:26 INFO | -> Pre-selected 448868 entries from 448868 ( 100 % ) 2018-05-15 21:11:56 INFO | -> Selected 448868 entries ( 100 % ). Overall 8386179 ( 83.8618 % ) of required 10000000 entries. 2018-05-15 21:11:56 INFO | Using evaluation file (488/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000025.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 21:11:57 INFO | -> Pre-selected 455855 entries from 455855 ( 100 % ) 2018-05-15 21:24:47 INFO | -> Selected 455855 entries ( 100 % ). Overall 8842034 ( 88.4203 % ) of required 10000000 entries. 2018-05-15 21:24:47 INFO | Using evaluation file (489/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000022.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 21:24:48 INFO | -> Pre-selected 435467 entries from 435467 ( 100 % ) 2018-05-15 21:37:30 INFO | -> Selected 435467 entries ( 100 % ). Overall 9277501 ( 92.775 % ) of required 10000000 entries. 2018-05-15 21:37:30 INFO | Using evaluation file (490/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000020.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 21:37:30 INFO | -> Pre-selected 388842 entries from 388842 ( 100 % ) 2018-05-15 21:48:25 INFO | -> Selected 388842 entries ( 100 % ). Overall 9666343 ( 96.6634 % ) of required 10000000 entries. 2018-05-15 21:48:25 INFO | Using evaluation file (491/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000053.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 21:48:25 INFO | -> Pre-selected 106297 entries from 106297 ( 100 % ) 2018-05-15 21:51:30 INFO | -> Selected 106297 entries ( 100 % ). Overall 9772640 ( 97.7264 % ) of required 10000000 entries. 2018-05-15 21:51:30 INFO | Using evaluation file (492/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000050.root.2164089be745b06a Tuple=ANNPID/DecayTree 2018-05-15 21:51:31 INFO | -> Pre-selected 447092 entries from 447092 ( 100 % ) 2018-05-15 21:58:01 INFO | -> Selected 227360 entries ( 50.8531 % ). Overall 10000000 ( 100 % ) of required 10000000 entries. 2018-05-15 21:58:01 INFO | Considered 10000000 tracks for input to MVA evaluation 2018-05-15 21:58:01 INFO | Sel. Eff. = 100% 2018-05-15 21:58:01 INFO | Selected 10000000 tracks for input to MVA evaluation 2018-05-15 21:58:01 INFO | Ghost percentage = 21.6368% 2018-05-15 21:58:01 INFO | Electron percentage = 0.34077% 2018-05-15 21:58:01 INFO | Muon percentage = 0.6182% 2018-05-15 21:58:01 INFO | Skipped 1 contributions below 0.01% 2018-05-15 21:58:01 INFO | Pion percentage = 61.0266% 2018-05-15 21:58:01 INFO | Skipped 1 contributions below 0.01% 2018-05-15 21:58:01 INFO | Kaon percentage = 9.63794% 2018-05-15 21:58:01 INFO | Skipped 1 contributions below 0.01% 2018-05-15 21:58:01 INFO | Skipped 2 contributions below 0.01% 2018-05-15 21:58:01 INFO | Skipped 3 contributions below 0.01% 2018-05-15 21:58:01 INFO | Skipped 4 contributions below 0.01% 2018-05-15 21:58:01 INFO | Proton percentage = 6.68125% 2018-05-15 21:58:01 INFO | Skipped 4 contributions below 0.01% 2018-05-15 21:58:01 WARN | Unknown Particle type 3112 2018-05-15 21:58:01 INFO | 'PDG=3112' percentage = 0.01408% 2018-05-15 21:58:01 INFO | Skipped 4 contributions below 0.01% 2018-05-15 21:58:01 WARN | Unknown Particle type 3222 2018-05-15 21:58:01 INFO | 'PDG=3222' percentage = 0.03307% 2018-05-15 21:58:01 INFO | Skipped 4 contributions below 0.01% 2018-05-15 21:58:01 INFO | Skipped 5 contributions below 0.01% 2018-05-15 21:58:01 INFO | Skipped 6 contributions below 0.01% 2018-05-15 21:58:01 INFO | Skipped 7 contributions below 0.01% 2018-05-15 21:58:01 INFO | Skipped 8 contributions below 0.01% 2018-05-15 21:58:01 INFO | Making Input Variable plots 2018-05-15 21:58:23 INFO | Making MVA V Input Variable plots 2018-05-15 21:58:33 INFO | Making DLL V Input Variable plots 2018-05-15 21:58:43 INFO | Making purity plots 2018-05-15 21:58:44 INFO | Making MVA Output plots 2018-05-15 21:58:44 INFO | Making DLL Output plots 2018-05-15 21:58:44 INFO | Making MVA DLL Correlation plots 2018-05-15 21:58:45 INFO | Making MVA V P eff plots 2018-05-15 21:58:54 INFO | Making DLL V P eff plots 2018-05-15 21:59:10 INFO | Making MVA eff. V DLL cut plots 2018-05-15 21:59:18 INFO | Making DLL eff. V MVA cut plots 2018-05-15 21:59:22 INFO | Making final performance plots ... 2018-05-15 21:59:23 INFO | Creating Eff V Purity text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/LongKaonEffVPurity-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.01-PrF0.05-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt 2018-05-15 21:59:23 INFO | -> Filling 79 data points 2018-05-15 21:59:23 INFO | Creating Eff V Electron MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/LongKaonEffVElectronMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.01-PrF0.05-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt 2018-05-15 21:59:23 INFO | -> Filling 76 data points 2018-05-15 21:59:23 INFO | Creating Eff V Ghost MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/LongKaonEffVGhostMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.01-PrF0.05-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt 2018-05-15 21:59:23 INFO | -> Filling 75 data points 2018-05-15 21:59:24 INFO | Creating Eff V Muon MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/LongKaonEffVMuonMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.01-PrF0.05-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt 2018-05-15 21:59:24 INFO | -> Filling 73 data points 2018-05-15 21:59:24 INFO | Creating Eff V Pion MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/LongKaonEffVPionMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.01-PrF0.05-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt 2018-05-15 21:59:24 INFO | -> Filling 73 data points 2018-05-15 21:59:24 INFO | Creating Eff V Proton MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/LongKaonEffVProtonMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.01-PrF0.05-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt 2018-05-15 21:59:24 INFO | -> Filling 72 data points 2018-05-15 21:59:24 INFO | Closing Long-Kaon-evaluation.root 2018-05-15 21:59:59 INFO | Finished... removed ‘train-config.txt’ removed ‘MVA.txt’ removed ‘ProtoPIDTeacher.exe’ removed ‘EVALUATION-RUNNING’ removed ‘UpgradeSim09cUp02RecoUp01-EvalFiles-Mixture.txt’ removed ‘TrainingFiles-Mixture.txt’ removed ‘Long-Kaon-evaluation.root’ Scientific Linux CERN SLC release 6.9 (Carbon) Tue 15 May 22:00:08 BST 2018