Execution Time1.05s

Test: tutorial-roostats-FourBinInstructional (Passed)
Build: PR-4827-x86_64-fedora29-gcc8-opt (root-fedora29-2.cern.ch) on 2020-01-24 18:41:39

Test Timing: Passed
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Processing /mnt/build/workspace/root-pullrequests-build/root/tutorials/roostats/FourBinInstructional.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

[#1] INFO:ObjectHandling -- RooWorkspace::import(wspace) importing dataset modelData
[#1] INFO:Minization -- createNLL: caching constraint set under name CONSTR_OF_PDF_model_FOR_OBS_noff:noffbar:non:nonbar:rhonom with 0 entries
[#0] PROGRESS:Minization -- ProfileLikelihoodCalcultor::DoGLobalFit - find MLE 
[#0] PROGRESS:Minization -- ProfileLikelihoodCalcultor::DoMinimizeNLL - using Minuit / Migrad with strategy 1
[#1] INFO:Minization -- RooMinimizer::optimizeConst: activating const optimization
[#1] INFO:Minization --  The following expressions will be evaluated in cache-and-track mode: (on,off,onbar,offbar,mcCons)
[#1] INFO:Minization -- 
  RooFitResult: minimized FCN value: 16.2872, estimated distance to minimum: 1.21263e-07
                covariance matrix quality: Full, accurate covariance matrix
                Status : MINIMIZE=0 

    Floating Parameter    FinalValue +/-  Error   
  --------------------  --------------------------
                     b    8.3602e+01 +/-  1.39e+01
                  bbar    9.9301e+02 +/-  3.15e+01
                   rho    1.2783e+00 +/-  1.99e-01
                     s    5.5397e+01 +/-  1.78e+01
                   tau    4.9405e+00 +/-  1.72e-01

Bayesian Calc. only supports on parameter of interest
[#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 will be evaluated in cache-and-track mode: (on,off,onbar,offbar,mcCons)
 **********
 **    1 **SET PRINT           1
 **********
 **********
 **    2 **SET NOGRAD
 **********
 PARAMETER DEFINITIONS:
    NO.   NAME         VALUE      STEP SIZE      LIMITS
     1 b            1.17958e+02  1.38657e+01    0.00000e+00  3.00000e+02
     2 bbar         1.00111e+03  3.15028e+01    5.00000e+02  2.00000e+03
     3 rho          9.28979e-01  1.98664e-01    0.00000e+00  2.00000e+00
     4 s            1.20959e+01  1.78108e+01    0.00000e+00  1.00000e+02
 MINUIT WARNING IN PARAMETR
 ============== VARIABLE4 BROUGHT BACK INSIDE LIMITS.
     5 tau          4.89226e+00  1.71714e-01    3.00000e+00  7.00000e+00
 **********
 **    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        2500           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=18.2144 FROM MIGRAD    STATUS=INITIATE       20 CALLS          21 TOTAL
                     EDM= unknown      STRATEGY= 1      NO ERROR MATRIX       
  EXT PARAMETER               CURRENT GUESS       STEP         FIRST   
  NO.   NAME      VALUE            ERROR          SIZE      DERIVATIVE 
   1  b            1.17958e+02   1.38657e+01   9.47846e-02  -1.99668e-02
   2  bbar         1.00111e+03   3.15028e+01   4.45472e-02  -1.41126e-01
   3  rho          9.28979e-01   1.98664e-01   2.00529e-01  -1.44934e-02
   4  s            1.20959e+01   1.78108e+01   5.77645e-01  -2.24297e+00
   5  tau          4.89226e+00   1.71714e-01   8.60889e-02  -8.62116e-02
                               ERR DEF= 0.5
 MIGRAD MINIMIZATION HAS CONVERGED.
 MIGRAD WILL VERIFY CONVERGENCE AND ERROR MATRIX.
 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
 FCN=16.2872 FROM MIGRAD    STATUS=CONVERGED     190 CALLS         191 TOTAL
                     EDM=3.60952e-06    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                                   STEP         FIRST   
  NO.   NAME      VALUE            ERROR          SIZE      DERIVATIVE 
   1  b            8.35905e+01   1.38674e+01   7.30675e-05   2.40054e-02
   2  bbar         9.93029e+02   3.15029e+01   5.19045e-05  -3.02691e-02
   3  rho          1.27859e+00   1.98756e-01   1.58308e-04   1.62267e-02
   4  s            5.54105e+01   1.78121e+01   6.70504e-04   3.43694e-04
   5  tau          4.94037e+00   1.71705e-01   9.49080e-05  -2.33170e-02
                               ERR DEF= 0.5
 EXTERNAL ERROR MATRIX.    NDIM=  25    NPAR=  5    ERR DEF=0.5
  1.930e+02  8.359e+01 -2.620e+00 -1.929e+02 -5.000e-01 
  8.359e+01  9.931e+02  1.215e-04 -8.356e+01 -4.941e+00 
 -2.620e+00  1.215e-04  4.008e-02  2.619e+00 -7.270e-07 
 -1.929e+02 -8.356e+01  2.619e+00  3.319e+02  4.999e-01 
 -5.000e-01 -4.941e+00 -7.270e-07  4.999e-01  2.956e-02 
 PARAMETER  CORRELATION COEFFICIENTS  
       NO.  GLOBAL      1      2      3      4      5
        1  0.96819   1.000  0.191 -0.942 -0.762 -0.209
        2  0.91196   0.191  1.000  0.000 -0.146 -0.912
        3  0.96348  -0.942  0.000  1.000  0.718 -0.000
        4  0.76233  -0.762 -0.146  0.718  1.000  0.160
        5  0.92088  -0.209 -0.912 -0.000  0.160  1.000
 **********
 **    7 **SET ERR         0.5
 **********
 **********
 **    8 **SET PRINT           1
 **********
 **********
 **    9 **HESSE        2500
 **********
 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
 FCN=16.2872 FROM HESSE     STATUS=OK             31 CALLS         222 TOTAL
                     EDM=3.61105e-06    STRATEGY= 1      ERROR MATRIX ACCURATE 
  EXT PARAMETER                                INTERNAL      INTERNAL  
  NO.   NAME      VALUE            ERROR       STEP SIZE       VALUE   
   1  b            8.35905e+01   1.38730e+01   1.46135e-05  -4.58641e-01
   2  bbar         9.93029e+02   3.15087e+01   1.03809e-05  -3.49712e-01
   3  rho          1.27859e+00   1.98830e-01   3.16616e-05   2.82321e-01
   4  s            5.54105e+01   1.78187e+01   1.34101e-04   1.08422e-01
   5  tau          4.94037e+00   1.71739e-01   1.89816e-05  -2.98215e-02
                               ERR DEF= 0.5
 EXTERNAL ERROR MATRIX.    NDIM=  25    NPAR=  5    ERR DEF=0.5
  1.931e+02  8.364e+01 -2.622e+00 -1.931e+02 -5.003e-01 
  8.364e+01  9.935e+02 -1.760e-04 -8.364e+01 -4.943e+00 
 -2.622e+00 -1.760e-04  4.011e-02  2.622e+00  1.053e-06 
 -1.931e+02 -8.364e+01  2.622e+00  3.321e+02  5.003e-01 
 -5.003e-01 -4.943e+00  1.053e-06  5.003e-01  2.957e-02 
 PARAMETER  CORRELATION COEFFICIENTS  
       NO.  GLOBAL      1      2      3      4      5
        1  0.96821   1.000  0.191 -0.942 -0.763 -0.209
        2  0.91199   0.191  1.000 -0.000 -0.146 -0.912
        3  0.96351  -0.942 -0.000  1.000  0.718  0.000
        4  0.76255  -0.763 -0.146  0.718  1.000  0.160
        5  0.92091  -0.209 -0.912  0.000  0.160  1.000
[#1] INFO:Minization -- RooMinimizer::optimizeConst: deactivating const optimization
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_model_modelData_Profile[s]) Creating instance of MINUIT
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_model_modelData_Profile[s]) determining minimum likelihood for current configurations w.r.t all observable
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_model_modelData_Profile[s]) minimum found at (s=55.4077)
.
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_model_modelData_Profile[s]) Creating instance of MINUIT
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_model_modelData_Profile[s]) determining minimum likelihood for current configurations w.r.t all observable
[#0] ERROR:InputArguments -- RooArgSet::checkForDup: ERROR argument with name s is already in this set
[#1] INFO:Minization -- RooProfileLL::evaluate(nll_model_modelData_Profile[s]) minimum found at (s=55.4105)
..........................................................................................................................................................................................................Profile Likelihood interval on s = [12.1902, 88.6871]
Real time 0:00:00, CP time 0.340