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rf506_msgservice.C File Reference
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View in nbviewer Open in SWAN 'ORGANIZATION AND SIMULTANEOUS FITS' RooFit tutorial macro #506

Tuning and customizing the RooFit message logging facility

␛[1mRooFit v3.60 -- Developed by Wouter Verkerke and David Kirkby␛[0m
Copyright (C) 2000-2013 NIKHEF, University of California & Stanford University
All rights reserved, please read http://roofit.sourceforge.net/license.txt
Active Message streams
[0] MinLevel = PROGRESS Topic = Any
[1] MinLevel = INFO Topic = Minization Plotting Fitting Eval Caching ObjectHandling InputArguments DataHandling NumericIntegration
Active Message streams
[0] MinLevel = PROGRESS Topic = Any
[1] MinLevel = INFO Topic = Minization Plotting Fitting Eval Caching ObjectHandling InputArguments DataHandling NumericIntegration
[#1] INFO:Integration -- RooRealIntegral::ctor(g_Int[x]) Constructing integral of function g over observables(x) with normalization () with range identifier <none>
[#1] INFO:Integration -- g: Observable x is suitable for analytical integration (if supported by p.d.f)
[#1] INFO:Integration -- g: Function integrated observables (x) internally with code 1
[#1] INFO:Integration -- g: Observables (x) are analytically integrated with code 1
RooRealIntegral::g_Int[x][ Int gd[Ana](x) ] = 2.50663
Active Message streams
[0] MinLevel = PROGRESS Topic = Any
[1] MinLevel = INFO Topic = Minization Plotting Fitting Integration Eval Caching ObjectHandling InputArguments DataHandling NumericIntegration
[#1] INFO:Minization -- RooMinimizer::optimizeConst: activating const optimization
[#1] INFO:Minization -- The following expressions will be evaluated in cache-and-track mode: (g,p)
[#0] WARNING:Minization -- RooMinimizerFcn::synchronize: WARNING: no initial error estimate available for f: using 0.1
[#0] WARNING:Minization -- RooMinimizerFcn::synchronize: WARNING: no initial error estimate available for m: using 2
[#0] WARNING:Minization -- RooMinimizerFcn::synchronize: WARNING: no initial error estimate available for p0: using 0.005
[#0] WARNING:Minization -- RooMinimizerFcn::synchronize: WARNING: no initial error estimate available for s: using 2
**********
** 1 **SET PRINT 1
**********
**********
** 2 **SET NOGRAD
**********
PARAMETER DEFINITIONS:
NO. NAME VALUE STEP SIZE LIMITS
1 f 5.00000e-01 1.00000e-01 0.00000e+00 1.00000e+00
2 m 0.00000e+00 2.00000e+00 -1.00000e+01 1.00000e+01
3 p0 1.00000e-02 5.00000e-03 0.00000e+00 1.00000e+00
4 s 1.00000e+00 2.00000e+00 -1.00000e+01 1.00000e+01
**********
** 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.
prevFCN = 31.75882326 START MIGRAD MINIMIZATION. STRATEGY 1. CONVERGENCE WHEN EDM .LT. 1.00e-03
f=0.501, p0=0.01,
prevFCN = 31.76758673 f=0.499,
prevFCN = 31.75008506 f=0.5, m=0.02014,
prevFCN = 31.72980141 m=-0.02014,
prevFCN = 31.78749743 m=0.004235,
prevFCN = 31.75274724 m=-0.004235,
prevFCN = 31.76488389 m=0, p0=0.01005,
prevFCN = 31.75954549 p0=0.009948,
prevFCN = 31.75810351 p0=0.01013,
prevFCN = 31.76062402 p0=0.009872,
prevFCN = 31.75703788 p0=0.01, s=1.02,
prevFCN = 31.67915486 s=0.9799,
prevFCN = 31.84068856 s=1.002,
prevFCN = 31.75075447 s=0.998,
prevFCN = 31.76691405 m=0.004235, s=1,
prevFCN = 31.75274724 m=0.02118,
prevFCN = 31.72829189 m=0.06353,
prevFCN = 31.66614321 m=0.1906,
prevFCN = 31.47244052 m=0.5715,
prevFCN = 30.87227362 m=1.707,
prevFCN = 29.88047134 m=2.064,
prevFCN = 29.97604268 f=0.5008, m=1.707,
prevFCN = 29.88564172 f=0.4992,
prevFCN = 29.87531802 f=0.5, m=1.711,
prevFCN = 29.8803659 m=1.703,
prevFCN = 29.88060433 m=1.71,
prevFCN = 29.88039214 m=1.704,
prevFCN = 29.88056503 m=1.707, p0=0.01013,
prevFCN = 29.88274199 p0=0.009875,
prevFCN = 29.87821833 p0=0.01, s=1.002,
prevFCN = 29.87987611 s=0.9984,
prevFCN = 29.88107011 s=1.003,
prevFCN = 29.87926952 s=0.9967,
prevFCN = 29.88168765 FCN=29.8805 FROM MIGRAD STATUS=INITIATE 33 CALLS 34 TOTAL
EDM= unknown STRATEGY= 1 NO ERROR MATRIX
EXT PARAMETER CURRENT GUESS STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 f 5.00000e-01 1.00000e-01 0.00000e+00 3.38641e+00
2 m 1.70692e+00 2.00000e+00 1.71532e-01 -2.90086e-01
3 p0 1.00000e-02 5.00000e-03 0.00000e+00 1.80182e+00
4 s 1.00000e+00 2.00000e+00 0.00000e+00 -3.63523e+00
ERR DEF= 0.5
f=0.2774, m=1.724, p0=0.000388, s=1.276,
prevFCN = 28.97288883 f=0.2912, m=1.723, p0=0.0006269, s=1.257,
prevFCN = 28.97893369 f=0.278, m=1.724, p0=0.000388, s=1.276,
prevFCN = 28.97325909 f=0.2768,
prevFCN = 28.97252778 f=0.2774, m=1.727,
prevFCN = 28.97321652 m=1.722,
prevFCN = 28.97256819 m=1.724, p0=0.0004103,
prevFCN = 28.97321664 p0=0.0003662,
prevFCN = 28.97257031 p0=0.000388, s=1.279,
prevFCN = 28.97432524 s=1.273,
prevFCN = 28.97145596 s=1.282,
prevFCN = 28.97575564 s=1.269,
prevFCN = 28.97003607 f=0.2452, m=1.663, p0=5.498e-07, s=0.9876,
prevFCN = 28.86089971 f=0.2274, m=1.628, p0=0.0001029, s=0.8218,
prevFCN = 28.87647974 f=0.241, m=1.655, p0=3.204e-06, s=0.9491,
prevFCN = 28.85685477 f=0.2418,
prevFCN = 28.85692699 f=0.2403,
prevFCN = 28.85679737 f=0.241, m=1.659,
prevFCN = 28.85436009 m=1.651,
prevFCN = 28.8593705 m=1.655, p0=1.215e-06,
prevFCN = 28.85682558 p0=6.138e-06,
prevFCN = 28.85689784 p0=3.204e-06, s=0.9556,
prevFCN = 28.85804685 s=0.9426,
prevFCN = 28.85571545 s=0.9524,
prevFCN = 28.85746237 s=0.9458,
prevFCN = 28.85626117 f=0.2171, m=1.753, p0=0.0002379, s=0.6877,
prevFCN = 28.6750677 f=0.1311, m=2.143, p0=0.004887, s=-0.3611, [#0] WARNING:Minization -- RooMinimizerFcn: Minimized function has error status.
Returning maximum FCN so far (31.84) to force MIGRAD to back out of this region. Error log follows
Parameter values: f=0.1311, m=2.143, p0=0.004887, s=-0.3611
RooGaussian::g[ x=x mean=m sigma=s ]
p.d.f normalization integral is zero or negative @ x=x=-4.01476, mean=m=2.14309, sigma=s=-0.361096
p.d.f normalization integral is zero or negative @ x=x=7.84746, mean=m=2.14309, sigma=s=-0.361096
p.d.f normalization integral is zero or negative @ x=x=2.44579, mean=m=2.14309, sigma=s=-0.361096
p.d.f normalization integral is zero or negative @ x=x=2.35102, mean=m=2.14309, sigma=s=-0.361096
p.d.f normalization integral is zero or negative @ x=x=-0.0953319, mean=m=2.14309, sigma=s=-0.361096
p.d.f normalization integral is zero or negative @ x=x=-4.77917, mean=m=2.14309, sigma=s=-0.361096
p.d.f normalization integral is zero or negative @ x=x=-9.35254, mean=m=2.14309, sigma=s=-0.361096
p.d.f normalization integral is zero or negative @ x=x=-1.25126, mean=m=2.14309, sigma=s=-0.361096
p.d.f normalization integral is zero or negative @ x=x=-5.2665, mean=m=2.14309, sigma=s=-0.361096
p.d.f normalization integral is zero or negative @ x=x=1.9514, mean=m=2.14309, sigma=s=-0.361096
prevFCN = 32.84068856 f=0.2201, m=1.741, p0=0.000187, s=0.7213,
prevFCN = 28.71142148 f=0.1125, m=2.24, p0=0.006973, s=-0.6231, [#0] WARNING:Minization -- RooMinimizerFcn: Minimized function has error status.
Returning maximum FCN so far (31.84) to force MIGRAD to back out of this region. Error log follows
Parameter values: f=0.1125, m=2.24, p0=0.006973, s=-0.6231
RooGaussian::g[ x=x mean=m sigma=s ]
p.d.f normalization integral is zero or negative @ x=x=-4.01476, mean=m=2.24008, sigma=s=-0.623113
p.d.f normalization integral is zero or negative @ x=x=7.84746, mean=m=2.24008, sigma=s=-0.623113
p.d.f normalization integral is zero or negative @ x=x=2.44579, mean=m=2.24008, sigma=s=-0.623113
p.d.f normalization integral is zero or negative @ x=x=2.35102, mean=m=2.24008, sigma=s=-0.623113
p.d.f normalization integral is zero or negative @ x=x=-0.0953319, mean=m=2.24008, sigma=s=-0.623113
p.d.f normalization integral is zero or negative @ x=x=-4.77917, mean=m=2.24008, sigma=s=-0.623113
p.d.f normalization integral is zero or negative @ x=x=-9.35254, mean=m=2.24008, sigma=s=-0.623113
p.d.f normalization integral is zero or negative @ x=x=-1.25126, mean=m=2.24008, sigma=s=-0.623113
p.d.f normalization integral is zero or negative @ x=x=-5.2665, mean=m=2.24008, sigma=s=-0.623113
p.d.f normalization integral is zero or negative @ x=x=1.9514, mean=m=2.24008, sigma=s=-0.623113
prevFCN = 32.84068856 f=0.1613, m=1.997, p0=0.00245, s=0.03234,
prevFCN = 28.83468394 f=0.1938, m=1.852, p0=0.0008507, s=0.4236,
prevFCN = 28.26434762 f=0.1624, m=1.992, p0=0.002383, s=0.04546,
prevFCN = 28.59402569 f=0.1876, m=1.879, p0=0.001088, s=0.35,
prevFCN = 28.2126014 f=0.1882,
prevFCN = 28.21165858 f=0.1869,
prevFCN = 28.21356181 f=0.1876, m=1.882,
prevFCN = 28.19358068 m=1.876,
prevFCN = 28.2317166 m=1.88,
prevFCN = 28.20534928 m=1.878,
prevFCN = 28.21986721 m=1.879, p0=0.001044,
prevFCN = 28.21193003 p0=0.001134,
prevFCN = 28.21328724 p0=0.001088, s=0.3534,
prevFCN = 28.206172 s=0.3467,
prevFCN = 28.21951673 s=0.3506,
prevFCN = 28.21148868 s=0.3495,
prevFCN = 28.21372781 f=0.1703, m=1.973, p0=0.001955, s=0.1496,
prevFCN = 28.93554603 f=0.1864, m=1.885, p0=0.001137, s=0.3371,
prevFCN = 28.20753031 f=0.187,
prevFCN = 28.20668894 f=0.1859,
prevFCN = 28.20838534 f=0.1864, m=1.886,
prevFCN = 28.19992882 m=1.884,
prevFCN = 28.21514558 m=1.885, p0=0.001093,
prevFCN = 28.2068632 p0=0.001182,
prevFCN = 28.20821111 p0=0.001137, s=0.3376,
prevFCN = 28.20617884 s=0.3365,
prevFCN = 28.20889703 f=0.182, m=1.911, p0=0.00132, s=0.3132,
prevFCN = 28.11733803 f=0.1648, m=2.015, p0=0.002187, s=0.2178,
prevFCN = 27.85086763 f=0.1441, m=2.147, p0=0.003597, s=0.09704,
prevFCN = 29.48965483 f=0.1543, m=2.081, p0=0.002849, s=0.1574,
prevFCN = 28.01931853 f=0.1664, m=2.006, p0=0.002099, s=0.2266,
prevFCN = 27.86137046 f=0.1654, m=2.015, p0=0.002187, s=0.2178,
prevFCN = 27.84925936 f=0.1643,
prevFCN = 27.85249004 f=0.1648, m=2.017,
prevFCN = 27.84069464 m=2.014,
prevFCN = 27.86105907 m=2.015, p0=0.002126,
prevFCN = 27.84993699 p0=0.002249,
prevFCN = 27.85181231 p0=0.002187, s=0.2184,
prevFCN = 27.84700049 s=0.2173,
prevFCN = 27.85477166 s=0.2182,
prevFCN = 27.84852213 s=0.2175,
prevFCN = 27.85322665 f=0.1588, m=2.072, p0=0.002636, s=0.1735,
prevFCN = 27.83088244 f=0.1612, m=2.05, p0=0.002452, s=0.1912,
prevFCN = 27.80916138 f=0.1617,
prevFCN = 27.80747667 f=0.1607,
prevFCN = 27.8108597 f=0.1612, m=2.051,
prevFCN = 27.80008654 m=2.049,
prevFCN = 27.81824943 m=2.05, p0=0.002389,
prevFCN = 27.80819254 p0=0.002517,
prevFCN = 27.81014384 p0=0.002452, s=0.1915,
prevFCN = 27.80588557 s=0.1909,
prevFCN = 27.81245596 f=0.1586, m=2.063, p0=0.002494, s=0.1885,
prevFCN = 27.73587725 f=0.1482, m=2.115, p0=0.002664, s=0.1776,
prevFCN = 27.48375843 f=0.1238, m=2.245, p0=0.003113, s=0.1503,
prevFCN = 27.25126657 f=0.1259, m=2.233, p0=0.00307, s=0.1528,
prevFCN = 27.25191362 f=0.1242, m=2.245, p0=0.003113, s=0.1503,
prevFCN = 27.24751198 f=0.1233,
prevFCN = 27.25503638 f=0.1238, m=2.246,
prevFCN = 27.24721761 m=2.244,
prevFCN = 27.25535396 m=2.245,
prevFCN = 27.24888606 m=2.244,
prevFCN = 27.25366031 m=2.245, p0=0.003042,
prevFCN = 27.25015528 p0=0.003184,
prevFCN = 27.25239171 p0=0.003113, s=0.1506,
prevFCN = 27.24836407 s=0.1501,
prevFCN = 27.25419131 f=0.1278, m=2.25, p0=0.002902, s=0.1516,
prevFCN = 27.18258674 f=0.1444, m=2.271, p0=0.002135, s=0.1568,
prevFCN = 26.94988199 f=0.1894, m=2.324, p0=0.0007304, s=0.1696,
prevFCN = 26.65912753 f=0.199, m=2.334, p0=0.0005382, s=0.1722,
prevFCN = 26.64749182 f=0.1995,
prevFCN = 26.64645535 f=0.1985,
prevFCN = 26.6485414 f=0.199, m=2.335,
prevFCN = 26.64898097 m=2.334,
prevFCN = 26.64601564 m=2.334, p0=0.00051,
prevFCN = 26.64705112 p0=0.0005672,
prevFCN = 26.64794455 p0=0.0005382, s=0.1724,
prevFCN = 26.64689316 s=0.172,
prevFCN = 26.64809351 s=0.1726,
prevFCN = 26.64625829 s=0.1718,
prevFCN = 26.64873829 f=0.2449, m=2.238, p0=2.003e-05, s=0.2236,
prevFCN = 26.40406371 f=0.2455,
prevFCN = 26.40354201 f=0.2444,
prevFCN = 26.40459898 f=0.2449, m=2.238,
prevFCN = 26.40349194 m=2.237,
prevFCN = 26.40465231 m=2.238, p0=2.613e-05,
prevFCN = 26.40416194 p0=1.474e-05,
prevFCN = 26.40397852 p0=2.003e-05, s=0.224,
prevFCN = 26.40455654 s=0.2232,
prevFCN = 26.40358616 f=0.2634, m=2.259, p0=9.919e-06, s=0.2106,
prevFCN = 26.37517394 f=0.265, m=2.261, p0=9.192e-06, s=0.2095,
prevFCN = 26.37518567 f=0.2639, m=2.259, p0=9.919e-06, s=0.2106,
prevFCN = 26.37513594 f=0.2628,
prevFCN = 26.37522468 f=0.2634, m=2.259,
prevFCN = 26.37517461 m=2.258,
prevFCN = 26.37518745 m=2.259, p0=1.429e-05,
prevFCN = 26.37524454 p0=6.344e-06,
prevFCN = 26.3751162 p0=9.919e-06, s=0.211,
prevFCN = 26.37519658 s=0.2102,
prevFCN = 26.37516793 f=0.2653, m=2.259, p0=6.952e-07, s=0.2102,
prevFCN = 26.37494234 f=0.2656, m=2.259, p0=2.431e-07, s=0.2102,
prevFCN = 26.37493848 f=0.2661,
prevFCN = 26.37495342 f=0.2651,
prevFCN = 26.37493635 f=0.2656, m=2.26,
prevFCN = 26.37494708 m=2.259,
prevFCN = 26.37494277 m=2.259, p0=1.261e-06,
prevFCN = 26.37495492 p0=1.87e-08,
prevFCN = 26.37493485 p0=2.431e-07, s=0.2105,
prevFCN = 26.37493985 s=0.2099,
prevFCN = 26.37495007 MIGRAD MINIMIZATION HAS CONVERGED.
MIGRAD WILL VERIFY CONVERGENCE AND ERROR MATRIX.
s=0.2102,
prevFCN = 26.37493848 f=0.2661,
prevFCN = 26.37495342 f=0.2651,
prevFCN = 26.37493635 f=0.2656, m=2.26,
prevFCN = 26.37494708 m=2.259,
prevFCN = 26.37494277 m=2.259, p0=1.261e-06,
prevFCN = 26.37495492 p0=1.87e-08,
prevFCN = 26.37493485 p0=2.431e-07, s=0.2105,
prevFCN = 26.37493985 s=0.2099,
prevFCN = 26.37495007 f=0.2657, s=0.2102,
prevFCN = 26.37494044 f=0.2655,
prevFCN = 26.37493703 f=0.2656, m=2.259,
prevFCN = 26.37493917 m=2.259,
prevFCN = 26.37493831 m=2.259, p0=3.831e-07,
prevFCN = 26.37494074 p0=1.347e-07,
prevFCN = 26.37493673 p0=2.431e-07, s=0.2103,
prevFCN = 26.37493772 s=0.2101,
prevFCN = 26.37493976 f=0.2661, m=2.26, s=0.2102,
prevFCN = 26.37496271 m=2.259, p0=1.261e-06,
prevFCN = 26.37496986 f=0.2656, m=2.26,
prevFCN = 26.37496352 f=0.2661, m=2.259, p0=2.431e-07, s=0.2105,
prevFCN = 26.37495439 f=0.2656, m=2.26,
prevFCN = 26.3749495 m=2.259, p0=1.261e-06,
prevFCN = 26.37495629 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
FCN=26.3749 FROM MIGRAD STATUS=CONVERGED 193 CALLS 194 TOTAL
EDM=1.56794e-05 STRATEGY= 1 ERROR MATRIX ACCURATE
EXT PARAMETER STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 f 2.65594e-01 1.49241e-01 1.23121e-03 6.93190e-03
2 m 2.25912e+00 1.40492e-01 5.15225e-05 4.18157e-02
3 p0 2.43070e-07 3.06283e-02 1.25952e-03** at limit **
4 s 2.10193e-01 9.36489e-02 3.35911e-05 -1.51623e-01
ERR DEF= 0.5
EXTERNAL ERROR MATRIX. NDIM= 25 NPAR= 4 ERR DEF=0.5
2.318e-02 -1.212e-03 -3.916e-09 5.097e-04
-1.212e-03 1.974e-02 9.465e-10 -1.093e-03
-3.916e-09 9.465e-10 3.009e-08 -4.220e-10
5.097e-04 -1.093e-03 -4.220e-10 8.770e-03
PARAMETER CORRELATION COEFFICIENTS
NO. GLOBAL 1 2 3 4
1 0.06468 1.000 -0.057 -0.000 0.036
2 0.09892 -0.057 1.000 0.000 -0.083
3 0.00015 -0.000 0.000 1.000 -0.000
4 0.08868 0.036 -0.083 -0.000 1.000
p0=2.431e-07, s=0.2102, **********
** 7 **SET ERR 0.5
**********
**********
** 8 **SET PRINT 1
**********
**********
** 9 **HESSE 2000
**********
prevFCN = 26.37493848 f=0.2657,
prevFCN = 26.37494044 f=0.2655,
prevFCN = 26.37493703 f=0.2656, m=2.259,
prevFCN = 26.37493917 m=2.259,
prevFCN = 26.37493831 m=2.259, p0=3.831e-07,
prevFCN = 26.37494074 p0=1.347e-07,
prevFCN = 26.37493673 p0=2.431e-07, s=0.2103,
prevFCN = 26.37493772 s=0.2101,
prevFCN = 26.37493976 f=0.2656, s=0.2102,
prevFCN = 26.37493883 f=0.2656,
prevFCN = 26.37493815 f=0.2656, m=2.259,
prevFCN = 26.37493858 m=2.259,
prevFCN = 26.3749384 m=2.259, p0=2.685e-07,
prevFCN = 26.37493889 p0=2.189e-07,
prevFCN = 26.37493809 p0=2.431e-07, s=0.2102,
prevFCN = 26.37493829 s=0.2102,
prevFCN = 26.37493869 f=0.2657, m=2.259, s=0.2102,
prevFCN = 26.37494116 m=2.259, p0=3.831e-07,
prevFCN = 26.37494271 f=0.2656, m=2.259,
prevFCN = 26.37494143 f=0.2657, m=2.259, p0=2.431e-07, s=0.2103,
prevFCN = 26.37493967 f=0.2656, m=2.259,
prevFCN = 26.37493845 m=2.259, p0=3.831e-07,
prevFCN = 26.37493998 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
FCN=26.3749 FROM HESSE STATUS=OK 23 CALLS 217 TOTAL
EDM=1.56808e-05 STRATEGY= 1 ERROR MATRIX ACCURATE
EXT PARAMETER INTERNAL INTERNAL
NO. NAME VALUE ERROR STEP SIZE VALUE
1 f 2.65594e-01 1.49241e-01 2.46242e-04 -4.87946e-01
2 m 2.25912e+00 1.40507e-01 1.03045e-05 2.27879e-01
3 p0 2.43070e-07 3.06284e-02 2.51905e-04 -1.56981e+00
WARNING - - ABOVE PARAMETER IS AT LIMIT.
4 s 2.10193e-01 9.36610e-02 6.71822e-06 2.10208e-02
ERR DEF= 0.5
EXTERNAL ERROR MATRIX. NDIM= 25 NPAR= 4 ERR DEF=0.5
2.318e-02 -1.209e-03 -2.698e-09 5.142e-04
-1.209e-03 1.974e-02 6.483e-10 -1.112e-03
-2.698e-09 6.483e-10 3.009e-08 -2.932e-10
5.142e-04 -1.112e-03 -2.932e-10 8.773e-03
PARAMETER CORRELATION COEFFICIENTS
NO. GLOBAL 1 2 3 4
1 0.06466 1.000 -0.057 -0.000 0.036
2 0.09998 -0.057 1.000 0.000 -0.084
3 0.00011 -0.000 0.000 1.000 -0.000
4 0.09009 0.036 -0.084 -0.000 1.000
p0=2.431e-07, s=0.2102, [#1] INFO:Minization -- RooMinimizer::optimizeConst: deactivating const optimization
[#1] INFO:Minization -- RooMinimizer::optimizeConst: activating const optimization
[#1] INFO:Minization -- The following expressions will be evaluated in cache-and-track mode: (g,p)
**********
** 10 **SET PRINT 1
**********
**********
** 11 **SET NOGRAD
**********
PARAMETER DEFINITIONS:
NO. NAME VALUE STEP SIZE LIMITS
1 f 2.65594e-01 1.49241e-01 0.00000e+00 1.00000e+00
2 m 2.25912e+00 1.40507e-01 -1.00000e+01 1.00000e+01
3 p0 2.43070e-07 3.06284e-02 0.00000e+00 1.00000e+00
MINUIT WARNING IN PARAMETR
============== VARIABLE3 BROUGHT BACK INSIDE LIMITS.
4 s 2.10193e-01 9.36610e-02 -1.00000e+01 1.00000e+01
**********
** 12 **SET ERR 0.5
**********
**********
** 13 **SET PRINT 1
**********
**********
** 14 **SET STR 1
**********
NOW USING STRATEGY 1: TRY TO BALANCE SPEED AGAINST RELIABILITY
**********
** 15 **MIGRAD 2000 1
**********
FIRST CALL TO USER FUNCTION AT NEW START POINT, WITH IFLAG=4.
prevFCN = 26.37493848 START MIGRAD MINIMIZATION. STRATEGY 1. CONVERGENCE WHEN EDM .LT. 1.00e-03
f=0.2671,
prevFCN = 26.37501513 f=0.264,
prevFCN = 26.37496638 f=0.2661,
prevFCN = 26.37495342 f=0.2651,
prevFCN = 26.37493635 f=0.2656, m=2.261,
prevFCN = 26.37499499 m=2.258,
prevFCN = 26.37498298 m=2.26,
prevFCN = 26.37494703 m=2.259,
prevFCN = 26.37494274 m=2.259, p0=1.884e-06,
prevFCN = 26.37496499 p0=1.494e-07,
prevFCN = 26.37493697 p0=1.261e-06,
prevFCN = 26.37495492 p0=1.869e-08,
prevFCN = 26.37493485 p0=2.431e-07, s=0.2111,
prevFCN = 26.37497434 s=0.2093,
prevFCN = 26.37500344 s=0.2105,
prevFCN = 26.37493981 s=0.2099,
prevFCN = 26.37494997 FCN=26.3749 FROM MIGRAD STATUS=INITIATE 16 CALLS 17 TOTAL
EDM= unknown STRATEGY= 1 NO ERROR MATRIX
EXT PARAMETER CURRENT GUESS STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 f 2.65594e-01 1.49241e-01 3.51723e-01 6.93184e-03
2 m 2.25912e+00 1.40507e-01 1.44241e-02 4.17912e-02
3 p0 2.43070e-07 3.06284e-02 1.75907e-01** at limit **
4 s 2.10193e-01 9.36610e-02 9.36831e-03 -1.52079e-01
ERR DEF= 0.5
f=0.2652, m=2.259, p0=0, s=0.2103,
prevFCN = 26.37493064 f=0.2658,
prevFCN = 26.37493677 f=0.2647,
prevFCN = 26.37493732 f=0.2652, m=2.26,
prevFCN = 26.37493701 m=2.259,
prevFCN = 26.37493707 m=2.259, p0=3.966e-07,
prevFCN = 26.37493705 p0=3.966e-07,
prevFCN = 26.37493705 p0=0, s=0.2107,
prevFCN = 26.37493711 s=0.21,
prevFCN = 26.37493695 MIGRAD MINIMIZATION HAS CONVERGED.
MIGRAD WILL VERIFY CONVERGENCE AND ERROR MATRIX.
s=0.2103,
prevFCN = 26.37493064 f=0.2658,
prevFCN = 26.37493677 f=0.2647,
prevFCN = 26.37493732 f=0.2652, m=2.26,
prevFCN = 26.37493701 m=2.259,
prevFCN = 26.37493707 m=2.259, p0=3.966e-07,
prevFCN = 26.37493705 p0=3.966e-07,
prevFCN = 26.37493705 p0=0, s=0.2107,
prevFCN = 26.37493711 s=0.21,
prevFCN = 26.37493695 f=0.2653, s=0.2103,
prevFCN = 26.37493084 f=0.2651,
prevFCN = 26.37493095 f=0.2652, m=2.259,
prevFCN = 26.37493089 m=2.259,
prevFCN = 26.3749309 m=2.259, p0=1.586e-08,
prevFCN = 26.3749309 p0=1.586e-08,
prevFCN = 26.3749309 p0=0, s=0.2104,
prevFCN = 26.37493092 s=0.2103,
prevFCN = 26.37493088 s=0.2103,
prevFCN = 26.37493065 s=0.2103,
prevFCN = 26.37493065 f=0.2658, m=2.26, s=0.2103,
prevFCN = 26.37494383 m=2.259, p0=3.966e-07,
prevFCN = 26.37494318 f=0.2652, m=2.26,
prevFCN = 26.37494341 f=0.2658, m=2.259, p0=0, s=0.2107,
prevFCN = 26.37494285 f=0.2652, m=2.26,
prevFCN = 26.37494452 m=2.259, p0=3.966e-07,
prevFCN = 26.37494352 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
FCN=26.3749 FROM MIGRAD STATUS=CONVERGED 50 CALLS 51 TOTAL
EDM=6.57572e-09 STRATEGY= 1 ERROR MATRIX ACCURATE
EXT PARAMETER STEP FIRST
NO. NAME VALUE ERROR SIZE DERIVATIVE
1 f 2.65232e-01 1.49169e-01 1.23139e-03 -2.23422e-04
2 m 2.25903e+00 1.40588e-01 5.13765e-05 -6.31229e-04
3 p0 0.00000e+00 3.06306e-02 1.25948e-03** at limit **
4 s 2.10325e-01 9.37986e-02 3.34002e-05 2.91861e-03
ERR DEF= 0.5
EXTERNAL ERROR MATRIX. NDIM= 25 NPAR= 4 ERR DEF=0.5
2.315e-02 -1.210e-03 -5.628e-15 5.077e-04
-1.210e-03 1.977e-02 1.354e-15 -1.100e-03
-5.628e-15 1.354e-15 4.082e-19 -6.027e-16
5.077e-04 -1.100e-03 -6.027e-16 8.798e-03
PARAMETER CORRELATION COEFFICIENTS
NO. GLOBAL 1 2 3 4
1 0.06446 1.000 -0.057 -0.000 0.036
2 0.09915 -0.057 1.000 0.000 -0.083
3 0.00006 -0.000 0.000 1.000 -0.000
4 0.08895 0.036 -0.083 -0.000 1.000
p0=0, s=0.2103, **********
** 16 **SET ERR 0.5
**********
**********
** 17 **SET PRINT 1
**********
**********
** 18 **HESSE 2000
**********
prevFCN = 26.37493064 f=0.2653,
prevFCN = 26.37493084 f=0.2651,
prevFCN = 26.37493095 f=0.2652, m=2.259,
prevFCN = 26.37493089 m=2.259,
prevFCN = 26.3749309 m=2.259, p0=1.586e-08,
prevFCN = 26.3749309 p0=1.586e-08,
prevFCN = 26.3749309 p0=0, s=0.2103,
prevFCN = 26.37493065 s=0.2103,
prevFCN = 26.37493065 f=0.2653, s=0.2103,
prevFCN = 26.37493064 f=0.2652,
prevFCN = 26.37493066 f=0.2652, m=2.259,
prevFCN = 26.37493065 m=2.259,
prevFCN = 26.37493065 m=2.259, p0=6.346e-10,
prevFCN = 26.37493065 p0=6.344e-10,
prevFCN = 26.37493065 p0=0, s=0.2103,
prevFCN = 26.37493064 s=0.2103,
prevFCN = 26.37493064 f=0.2653, m=2.259, s=0.2103,
prevFCN = 26.37493112 m=2.259, p0=1.586e-08,
prevFCN = 26.3749311 f=0.2652, m=2.259,
prevFCN = 26.37493115 f=0.2653, m=2.259, p0=0, s=0.2103,
prevFCN = 26.37493085 f=0.2652, m=2.259,
prevFCN = 26.37493091 m=2.259, p0=1.586e-08,
prevFCN = 26.37493091 COVARIANCE MATRIX CALCULATED SUCCESSFULLY
FCN=26.3749 FROM HESSE STATUS=OK 23 CALLS 74 TOTAL
EDM=6.57539e-09 STRATEGY= 1 ERROR MATRIX ACCURATE
EXT PARAMETER INTERNAL INTERNAL
NO. NAME VALUE ERROR STEP SIZE VALUE
1 f 2.65232e-01 1.49169e-01 2.46277e-04 -4.88766e-01
2 m 2.25903e+00 1.40604e-01 1.02753e-05 2.27870e-01
3 p0 0.00000e+00 3.06307e-02 2.51897e-04 -1.57080e+00
WARNING - - ABOVE PARAMETER IS AT LIMIT.
4 s 2.10325e-01 9.38116e-02 1.33601e-06 2.10341e-02
ERR DEF= 0.5
EXTERNAL ERROR MATRIX. NDIM= 25 NPAR= 4 ERR DEF=0.5
2.315e-02 -1.206e-03 -1.126e-15 5.130e-04
-1.206e-03 1.977e-02 2.706e-16 -1.120e-03
-1.126e-15 2.706e-16 4.082e-19 -1.237e-16
5.130e-04 -1.120e-03 -1.237e-16 8.801e-03
PARAMETER CORRELATION COEFFICIENTS
NO. GLOBAL 1 2 3 4
1 0.06446 1.000 -0.056 -0.000 0.036
2 0.10029 -0.056 1.000 0.000 -0.085
3 0.00001 -0.000 0.000 1.000 -0.000
4 0.09046 0.036 -0.085 -0.000 1.000
p0=0, s=0.2103, [#1] INFO:Minization -- RooMinimizer::optimizeConst: deactivating const optimization
All Message streams
[0] MinLevel = PROGRESS Topic = Any
[1] MinLevel = INFO Topic = Minization Plotting Fitting Eval Caching ObjectHandling InputArguments DataHandling NumericIntegration
[2] MinLevel = DEBUG Topic = LinkStateMgmt
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server x(0x7fffab5ff610) for value
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server m(0x7fffab5ff1f0) for value
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server s(0x7fffab5fedc0) for value
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server x(0x7fffab5ff610) for value
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server m(0x7fffab5ff1f0) for value
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server s(0x7fffab5fedc0) for value
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server x(0x5555ef894530) for value
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server x(0x5555ef894530) for value
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server m(0x5555ef82b760) for value
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server m(0x5555ef82b760) for value
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server s(0x5555ef58aad0) for value
[#2] DEBUG:LinkStateMgmt -- RooAbsArg::addServer(0x5555ef868940,g): adding server s(0x5555ef58aad0) for value
RooGaussian::g[ x=x mean=m sigma=s ] = 8.902e-26
#include "RooRealVar.h"
#include "RooDataSet.h"
#include "RooGaussian.h"
#include "RooConstVar.h"
#include "RooPolynomial.h"
#include "RooAddPdf.h"
#include "TCanvas.h"
#include "TAxis.h"
#include "RooPlot.h"
#include "RooMsgService.h"
using namespace RooFit ;
void rf506_msgservice()
{
// C r e a t e p d f
// --------------------
// Construct gauss(x,m,s)
RooRealVar x("x","x",-10,10) ;
RooRealVar m("m","m",0,-10,10) ;
RooRealVar s("s","s",1,-10,10) ;
RooGaussian gauss("g","g",x,m,s) ;
// Construct poly(x,p0)
RooRealVar p0("p0","p0",0.01,0.,1.) ;
RooPolynomial poly("p","p",x,p0) ;
// Construct model = f*gauss(x) + (1-f)*poly(x)
RooRealVar f("f","f",0.5,0.,1.) ;
RooAddPdf model("model","model",RooArgSet(gauss,poly),f) ;
RooDataSet* data = model.generate(x,10) ;
// P r i n t c o n f i g u r a t i o n o f m e s s a g e s e r v i c e
// ---------------------------------------------------------------------------
// Print streams configuration
RooMsgService::instance().Print() ;
cout << endl ;
// A d d i n g I n t e g r a t i o n t o p i c t o e x i s t i n g I N F O s t r e a m
// -----------------------------------------------------------------------------------------------
// Print streams configuration
RooMsgService::instance().Print() ;
cout << endl ;
// Add Integration topic to existing INFO stream
RooMsgService::instance().getStream(1).addTopic(Integration) ;
// Construct integral over gauss to demonstrate new message stream
RooAbsReal* igauss = gauss.createIntegral(x) ;
igauss->Print() ;
// Print streams configuration in verbose, which also shows inactive streams
cout << endl ;
RooMsgService::instance().Print() ;
cout << endl ;
// Remove stream
RooMsgService::instance().getStream(1).removeTopic(Integration) ;
// E x a m p l e s o f p d f v a l u e t r a c i n g s t r e a m
// -----------------------------------------------------------------------
// Show DEBUG level message on function tracing, trace RooGaussian only
RooMsgService::instance().addStream(DEBUG,Topic(Tracing),ClassName("RooGaussian")) ;
// Perform a fit to generate some tracing messages
model.fitTo(*data,Verbose(kTRUE)) ;
// Reset message service to default stream configuration
RooMsgService::instance().reset() ;
// Show DEBUG level message on function tracing on all objects, redirect output to file
RooMsgService::instance().addStream(DEBUG,Topic(Tracing),OutputFile("rf506_debug.log")) ;
// Perform a fit to generate some tracing messages
model.fitTo(*data,Verbose(kTRUE)) ;
// Reset message service to default stream configuration
RooMsgService::instance().reset() ;
// E x a m p l e o f a n o t h e r d e b u g g i n g s t r e a m
// ---------------------------------------------------------------------
// Show DEBUG level messages on client/server link state management
RooMsgService::instance().addStream(DEBUG,Topic(LinkStateMgmt)) ;
RooMsgService::instance().Print("v") ;
// Clone composite pdf g to trigger some link state management activity
RooAbsArg* gprime = gauss.cloneTree() ;
gprime->Print() ;
// Reset message service to default stream configuration
RooMsgService::instance().reset() ;
}
DEBUG
#define DEBUG
Definition: Polynomial.cxx:41
f
#define f(i)
Definition: RSha256.hxx:104
kTRUE
const Bool_t kTRUE
Definition: RtypesCore.h:87
RooAbsArg
RooAbsArg is the common abstract base class for objects that represent a value (of arbitrary type) an...
Definition: RooAbsArg.h:66
RooAbsArg::Print
virtual void Print(Option_t *options=0) const
Print TNamed name and title.
Definition: RooAbsArg.h:227
RooAbsReal
RooAbsReal is the common abstract base class for objects that represent a real value and implements f...
Definition: RooAbsReal.h:53
RooAddPdf
RooAddPdf is an efficient implementation of a sum of PDFs of the form.
Definition: RooAddPdf.h:29
RooArgSet
RooArgSet is a container object that can hold multiple RooAbsArg objects.
Definition: RooArgSet.h:28
RooDataSet
RooDataSet is a container class to hold unbinned data.
Definition: RooDataSet.h:31
RooGaussian
Plain Gaussian p.d.f.
Definition: RooGaussian.h:25
RooMsgService::instance
static RooMsgService & instance()
Return reference to singleton instance.
Definition: RooMsgService.cxx:360
RooMsgService::getStream
StreamConfig & getStream(Int_t id)
Definition: RooMsgService.h:150
RooMsgService::addStream
Int_t addStream(RooFit::MsgLevel level, const RooCmdArg &arg1=RooCmdArg(), const RooCmdArg &arg2=RooCmdArg(), const RooCmdArg &arg3=RooCmdArg(), const RooCmdArg &arg4=RooCmdArg(), const RooCmdArg &arg5=RooCmdArg(), const RooCmdArg &arg6=RooCmdArg())
Add a message logging stream for message with given RooFit::MsgLevel or higher (i....
Definition: RooMsgService.cxx:198
RooMsgService::Print
void Print(Option_t *options=0) const
Print configuration of message service.
Definition: RooMsgService.cxx:551
RooPolynomial
RooPolynomial implements a polynomial p.d.f of the form.
Definition: RooPolynomial.h:28
RooRealVar
RooRealVar represents a fundamental (non-derived) real valued object.
Definition: RooRealVar.h:36
x
Double_t x[n]
Definition: legend1.C:17
PyROOT::Utility::ClassName
const std::string ClassName(PyObject *pyobj)
Retrieve the class name from the given python object (which may be just an instance of the class).
Definition: Utility.cxx:702
RooFit::Topic
RooCmdArg Topic(Int_t topic)
Definition: RooGlobalFunc.cxx:294
RooFit::Integration
@ Integration
Definition: RooGlobalFunc.h:57
RooFit::LinkStateMgmt
@ LinkStateMgmt
Definition: RooGlobalFunc.h:57
RooFit::Verbose
RooCmdArg Verbose(Bool_t flag=kTRUE)
Definition: RooGlobalFunc.cxx:183
RooFit::OutputFile
RooCmdArg OutputFile(const char *fileName)
Definition: RooGlobalFunc.cxx:160
TGeoUnit::s
static constexpr double s
Definition: TGeoSystemOfUnits.h:162
TGeoUnit::gauss
static constexpr double gauss
Definition: TGeoSystemOfUnits.h:263
rf506_msgservice
Definition: rf506_msgservice.py:1
RooMsgService::StreamConfig::addTopic
void addTopic(RooFit::MsgTopic newTopic)
Definition: RooMsgService.h:112
RooMsgService::StreamConfig::removeTopic
void removeTopic(RooFit::MsgTopic oldTopic)
Definition: RooMsgService.h:116
m
auto * m
Definition: textangle.C:8
Author
07/2008 - Wouter Verkerke

Definition in file rf506_msgservice.C.