Execution Time1.52s

Test: tutorial-roostats-rs301_splot (Passed)
Build: v6-18-00-patches-x86_64-mac1015-clang110-opt (macitois17.cern.ch) on 2019-11-14 00:46:16

Test Timing: Passed
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Processing /Users/sftnight/build/night/LABEL/mac1015/SPEC/noimt/V/6-18/root/tutorials/roostats/rs301_splot.C...

[NON-XML-CHAR-0x1B][1mRooFit v3.60 -- Developed by Wouter Verkerke and David Kirkby[NON-XML-CHAR-0x1B][0m 
                Copyright (C) 2000-2013 NIKHEF, University of California & Stanford University
                All rights reserved, please read http://roofit.sourceforge.net/license.txt

make z model
make qcd model
make full model
import model
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooAddPdf::model
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooProdPdf::zModel
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooGaussian::mZModel
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooRealVar::invMass
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooRealVar::mZ
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooRealVar::sigmaZ
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooExponential::zIsolationModel
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooRealVar::isolation
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooConstVar::zIsolDecayConst
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooRealVar::zYield
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooProdPdf::qcdModel
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooExponential::qcdMassModel
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooRealVar::qcdMassDecayConst
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooExponential::qcdIsolationModel
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooConstVar::qcdIsolDecayConst
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooRealVar::qcdYield
make data set and import to workspace
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing dataset modelData
[#1] INFO:ObjectHandling -- RooWorkSpace::import(myWS) changing name of dataset from  modelData to data
Calculate sWeights
[#1] INFO:Minization -- createNLL: caching constraint set under name CONSTR_OF_PDF_model_FOR_OBS_invMass:isolation with 0 entries
[#1] INFO:Minization -- RooMinimizer::optimizeConst: activating const optimization
[#1] INFO:Minization --  The following expressions have been identified as constant and will be precalculated and cached: (zIsolationModel,qcdIsolationModel)
[#1] INFO:Minization --  The following expressions will be evaluated in cache-and-track mode: (mZModel,qcdMassModel)
 **********
 **    1 **SET PRINT           1
 **********
 **********
 **    2 **SET NOGRAD
 **********
 PARAMETER DEFINITIONS:
    NO.   NAME         VALUE      STEP SIZE      LIMITS
     1 qcdMassDecayConst  -1.00000e-02  2.00000e+01   -1.00000e+02  1.00000e+02
     2 qcdYield     1.00000e+02  5.00000e+01    0.00000e+00  1.00000e+03
     3 sigmaZ       2.00000e+00  1.00000e+00    0.00000e+00  1.00000e+01
     4 zYield       5.00000e+01  2.50000e+01    0.00000e+00  1.00000e+03
 **********
 **    3 **SET ERR         0.5
 **********
 **********
 **    4 **SET PRINT           1
 **********
 **********
 **    5 **SET STR           1
 **********
 NOW USING STRATEGY  1: TRY TO BALANCE SPEED AGAINST RELIABILITY
 **********
 **    6 **MIGRAD        2000           1
 **********
 FIRST CALL TO USER FUNCTION AT NEW START POINT, WITH IFLAG=4.
 START MIGRAD MINIMIZATION.  STRATEGY  1.  CONVERGENCE WHEN EDM .LT. 1.00e-03
 FCN=1901.86 FROM MIGRAD    STATUS=INITIATE       18 CALLS          19 TOTAL
                     EDM= unknown      STRATEGY= 1      NO ERROR MATRIX       
  EXT PARAMETER               CURRENT GUESS       STEP         FIRST   
  NO.   NAME      VALUE            ERROR          SIZE      DERIVATIVE 
   1  qcdMassDecayConst  -1.00000e-02   2.00000e+01   2.01358e-01  -1.06814e+05
   2  qcdYield     1.00000e+02   5.00000e+01   1.72186e-01  -1.57317e+03
   3  sigmaZ       2.00000e+00   1.00000e+00   2.57889e-01   3.62916e+01
   4  zYield       5.00000e+01   2.50000e+01   1.18625e-01  -1.41930e+03
                               ERR DEF= 0.5
 MIGRAD MINIMIZATION HAS CONVERGED.
 MIGRAD WILL VERIFY CONVERGENCE AND ERROR MATRIX.
 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
 FCN=849.923 FROM MIGRAD    STATUS=CONVERGED     110 CALLS         111 TOTAL
                     EDM=3.1409e-06    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                                   STEP         FIRST   
  NO.   NAME      VALUE            ERROR          SIZE      DERIVATIVE 
   1  qcdMassDecayConst  -9.30176e-03   7.55562e-04   1.52115e-07   2.51004e+01
   2  qcdYield     6.22140e+02   2.52789e+01   1.04861e-03  -1.45735e-02
   3  sigmaZ       1.95257e+00   8.09927e-02   4.09416e-04  -7.77193e-02
   4  zYield       3.77836e+02   1.98770e+01   8.24140e-04  -6.51095e-03
                               ERR DEF= 0.5
 EXTERNAL ERROR MATRIX.    NDIM=  25    NPAR=  4    ERR DEF=0.5
  5.709e-07  1.999e-04 -1.007e-06 -1.999e-04 
  1.999e-04  6.396e+02 -9.256e-02 -1.747e+01 
 -1.007e-06 -9.256e-02  6.561e-03  9.257e-02 
 -1.999e-04 -1.747e+01  9.257e-02  3.953e+02 
 PARAMETER  CORRELATION COEFFICIENTS  
       NO.  GLOBAL      1      2      3      4
        1  0.02260   1.000  0.010 -0.016 -0.013
        2  0.05626   0.010  1.000 -0.045 -0.035
        3  0.07351  -0.016 -0.045  1.000  0.057
        4  0.06697  -0.013 -0.035  0.057  1.000
 **********
 **    7 **SET ERR         0.5
 **********
 **********
 **    8 **SET PRINT           1
 **********
 **********
 **    9 **HESSE        2000
 **********
 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
 FCN=849.923 FROM HESSE     STATUS=OK             23 CALLS         134 TOTAL
                     EDM=3.13931e-06    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                                INTERNAL      INTERNAL  
  NO.   NAME      VALUE            ERROR       STEP SIZE       VALUE   
   1  qcdMassDecayConst  -9.30176e-03   7.55563e-04   3.04229e-08  -9.30176e-05
   2  qcdYield     6.22140e+02   2.52790e+01   2.09721e-04   2.46778e-01
   3  sigmaZ       1.95257e+00   8.09935e-02   8.18832e-05  -6.55413e-01
   4  zYield       3.77836e+02   1.98772e+01   1.64828e-04  -2.46827e-01
                               ERR DEF= 0.5
 EXTERNAL ERROR MATRIX.    NDIM=  25    NPAR=  4    ERR DEF=0.5
  5.709e-07  2.002e-04 -1.009e-06 -2.002e-04 
  2.002e-04  6.396e+02 -9.273e-02 -1.749e+01 
 -1.009e-06 -9.273e-02  6.561e-03  9.273e-02 
 -2.002e-04 -1.749e+01  9.273e-02  3.953e+02 
 PARAMETER  CORRELATION COEFFICIENTS  
       NO.  GLOBAL      1      2      3      4
        1  0.02264   1.000  0.010 -0.016 -0.013
        2  0.05634   0.010  1.000 -0.045 -0.035
        3  0.07364  -0.016 -0.045  1.000  0.058
        4  0.06707  -0.013 -0.035  0.058  1.000
[#1] INFO:Minization -- RooMinimizer::optimizeConst: deactivating const optimization
[#1] INFO:Minization -- createNLL picked up cached consraints from workspace with 0 entries
[#1] INFO:Minization -- RooMinimizer::optimizeConst: activating const optimization
[#1] INFO:Minization --  The following expressions have been identified as constant and will be precalculated and cached: (zModel,qcdModel)
[#1] INFO:Fitting -- RooAbsPdf::fitTo(model) Calculating sum-of-weights-squared correction matrix for covariance matrix
[#1] INFO:Minization -- RooMinimizer::optimizeConst: deactivating const optimization
[#1] INFO:InputArguments -- Printing Yields
RooArgList:: = (zYield,qcdYield)
[#1] INFO:InputArguments -- yield in pdf: zYield 377.841
[#1] INFO:InputArguments -- yield in pdf: qcdYield 622.16
[#1] INFO:Eval -- Checking Likelihood normalization:  
[#1] INFO:Eval -- Yield of specie  Sum of Row in Matrix   Norm
[#1] INFO:Eval -- 377.841 377.842 0.999999
[#1] INFO:Eval -- 622.16 622.16 0.999999
[#1] INFO:Eval -- Calculating sWeight
Check SWeights:

Yield of Z is 377.841.  From sWeights it is 377.841
Yield of QCD is 622.16.  From sWeights it is 622.16

z Weight   -0.0259121   qcd Weight   1.02591  Total Weight   1
z Weight   -0.0259121   qcd Weight   1.02591  Total Weight   1
z Weight   1.02602   qcd Weight   -0.0260232  Total Weight   1
z Weight   1.01358   qcd Weight   -0.0135828  Total Weight   1
z Weight   -0.0259121   qcd Weight   1.02591  Total Weight   1
z Weight   1.02684   qcd Weight   -0.0268354  Total Weight   1
z Weight   -0.0259121   qcd Weight   1.02591  Total Weight   1
z Weight   -0.0259121   qcd Weight   1.02591  Total Weight   1
z Weight   1.03438   qcd Weight   -0.0343802  Total Weight   1
z Weight   0.910182   qcd Weight   0.0898196  Total Weight   1

import new dataset with sWeights
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing dataset data
[#1] INFO:ObjectHandling -- RooWorkSpace::import(myWS) changing name of dataset from  data to dataWithSWeights
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooRealVar::zYield_sw
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooRealVar::L_zYield
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooRealVar::qcdYield_sw
[#1] INFO:ObjectHandling -- RooWorkspace::import(myWS) importing RooRealVar::L_qcdYield
make plots
[#1] INFO:Minization -- createNLL: caching constraint set under name CONSTR_OF_PDF_model_FOR_OBS_L_qcdYield:L_zYield:invMass:isolation:qcdYield_sw:zYield_sw with 0 entries
[#1] INFO:Minization -- RooMinimizer::optimizeConst: activating const optimization
[#1] INFO:Minization --  The following expressions have been identified as constant and will be precalculated and cached: (zIsolationModel,qcdIsolationModel)
[#1] INFO:Minization --  The following expressions will be evaluated in cache-and-track mode: (mZModel,qcdMassModel)
[#1] INFO:Minization -- RooMinimizer::optimizeConst: deactivating const optimization
[#1] INFO:Plotting -- RooAbsReal::plotOn(model) plot on invMass integrates over variables (isolation)
[#1] INFO:Plotting -- RooAbsPdf::plotOn(model) directly selected PDF components: (zModel)
[#1] INFO:Plotting -- RooAbsPdf::plotOn(model) indirectly selected PDF components: (mZModel,zIsolationModel)
[#1] INFO:Plotting -- RooAbsReal::plotOn(model) plot on invMass integrates over variables (isolation)
[#1] INFO:Plotting -- RooAbsPdf::plotOn(model) directly selected PDF components: (qcdModel)
[#1] INFO:Plotting -- RooAbsPdf::plotOn(model) indirectly selected PDF components: (qcdMassModel,qcdIsolationModel)
[#1] INFO:Plotting -- RooAbsReal::plotOn(model) plot on invMass integrates over variables (isolation)