Log Book Entry No.10
 Created: 05 Sep 2013 22:16:19 |
Last Revised: 09 Sep 2013 18:18:03 |
 PedroPaiva |
 Minuit and iMinuit analysis |
def meanPSF(self, radius = 20, fixAngle = False) :
image = self.image
error = self.errors
xmax, ymax = (len(image[0]) - 1, len(image) - 1)
threshold = self.mean() + 3*self.std()
labels, starNum = _ndimage.label(image > threshold, _numpy.ones((3,3)))
centers = _ndimage.center_of_mass(image, labels, range(1, starNum+1))
x = _numpy.array(centers)[:,0]
y = _numpy.array(centers)[:,1]
roiLimits = [[slice( max(x[n] - radius, 0), min(x[n] + radius, xmax)),
slice( max(y[n] - radius, 0), min(y[n] + radius, ymax))] for n in range(starNum)]
m = []
im = []
i = 0
for limits in roiLimits:
print "\n\n - - - - roi", i," - - - -"
i += 1
roi = image[limits]
roiLabels, roiNum = _ndimage.label( roi > threshold, _numpy.ones((3,3)) )
if (_numpy.size(roi) == (2*radius)**2) and (roiNum == 1):
success, mTemp = _gfit.fitg(roi, error[limits], fixAngle = fixAngle)
print "\n **** Minuit **** ", success
if success:
print "fval =", mTemp.fval
print mTemp.values
m.append(mTemp)
isuccess, imTemp = _gfit.ifitg(roi, error[limits], fixAngle = fixAngle)
print "\n **** iMinuit **** ", isuccess
if isuccess:
print "fval =", imTemp.fval
print imTemp.values
im.append(imTemp)
else:
print " **** Border and/or not single ****"
return m, im
Pedros-MacBook-Pro:~ pekapa$ ipython
Python 2.7.5 (default, Aug 27 2013, 11:06:12)
Type "copyright", "credits" or "license" for more information.
IPython 1.0.0 -- An enhanced Interactive Python.
? -> Introduction and overview of IPython's features.
%quickref -> Quick reference.
help -> Python's own help system.
object? -> Details about 'object', use 'object??' for extra details.
Using matplotlib backend: MacOSX
In [1]: cd Documents/Internship/new
/Users/pekapa/Documents/Internship/new
In [2]: import AstroPython as ap
In [3]: ap.load('light', '../old/data/NGC869_60s_V.fit')
In [4]: m, im = ap.psf('light')
- - - - roi 0 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 2.41748
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 468467 to diagonal of error matrix
eigenvalues:
-7.60519
1.00001
1.00002
9.60517
matrix forced pos-def by adding 7.6148 to diagonal
gdel: -630608
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.435964 requested: 1e-05
VariableMetricBuilder: Tolerance is not sufficient - edm is 2.44674 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 1.32781
negative or zero diagonal element 2 in covariance matrix
added 12.491 to diagonal of error matrix
eigenvalues:
-1.60623
0.297208
0.987216
4.3218
matrix forced pos-def by adding 1.61055 to diagonal
gdel: -4.60978
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 3378.59308005
{'A': 148065.77491357646
'bg': 572.3827252516722
'angle': -61.91430148618889
'muy': -8.716784396039797
'mux': -16.485752060172157
'sigy': 1.847472559732902
'sigx': 13.82756811415661}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 3378.59308005
{'A': 148065.77491357646
'bg': 572.3827252516722
'angle': -61.91430148618889
'muy': -8.716784396039797
'mux': -16.485752060172157
'sigy': 1.847472559732902
'sigx': 13.82756811415661}
- - - - roi 1 - - - -
eigenvalues:
-4.12525
0.792857
1.25942
6.07297
matrix forced pos-def by adding 4.13132 to diagonal
VariableMetricBuilder: Tolerance is not sufficient - edm is 2.27975 requested 1e-05 continue the minimization
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 2423.61433436
{'A': -1689302.7632115947
'bg': 585.9531959869913
'angle': 25.813492531895776
'muy': -13.423944301993608
'mux': -4.504492734579577
'sigy': 25122.810112512532
'sigx': 2.0492586927351626}
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.117189 requested 1e-05 continue the minimization
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** iMinuit **** False
- - - - roi 2 - - - -
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 2621.31010476
{'A': -7801603.7402832
'bg': 565.2894243102445
'angle': 77.34715405737066
'muy': 16.02349753811419
'mux': 27.94127875595934
'sigy': 52188.23219050946
'sigx': 5.368321266056039}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 2535.55500632
{'A': 77486.75875832487
'bg': 562.1384442511143
'angle': 54.79707404918241
'muy': 51.009931508035926
'mux': 16.362362275226417
'sigy': 8.96720420446321
'sigx': 4.950876482213082}
- - - - roi 3 - - - -
negative or zero diagonal element 2 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.00050981 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.00050981 requested: 1e-05
FunctionMinimum is invalid.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 6.92868e-05 requested 1e-05 continue the minimization
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** Minuit **** False
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 6.92868e-05 requested 1e-05 continue the minimization
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** iMinuit **** False
- - - - roi 4 - - - -
**** Minuit **** True
fval = 18518.6448802
{'A': 623566.7725842549
'bg': 609.5961996123447
'angle': -15.41095131751726
'muy': 20.3925970025792
'mux': 20.66268940748408
'sigy': 4.131982235159669
'sigx': 4.933146602350255}
**** iMinuit **** True
fval = 18518.6448722
{'A': 623567.1999263188
'bg': 609.5961485797089
'angle': -15.411527948512415
'muy': 20.39258392808676
'mux': 20.662691735365026
'sigy': 4.131973085959172
'sigx': 4.933151038863691}
- - - - roi 5 - - - -
**** Minuit **** True
fval = 8121.49521915
{'A': 299288.64674829907
'bg': 582.5445902567951
'angle': 1.1331914186329755
'muy': 20.44991495209858
'mux': 19.759599654212277
'sigy': 4.0625827956205045
'sigx': 4.7601946288987245}
**** iMinuit **** True
fval = 8121.49521995
{'A': 299288.7100926881
'bg': 582.5446999143275
'angle': 1.1328993370255063
'muy': 20.449903147360263
'mux': 19.75959910126001
'sigy': 4.062583581715732
'sigx': 4.7601920177616}
- - - - roi 6 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.00181552
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 6.95237e+17 to diagonal of error matrix
eigenvalues:
nan
nan
nan
nan
matrix forced pos-def by adding nan to diagonal
gdel: nan
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: machine accuracy limits further improvement.
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 6983.43103961
{'A': -8756953.244731816
'bg': 567.1947388548588
'angle': 46.92096407674063
'muy': 21.14230508304217
'mux': 20.830279673077776
'sigy': 5.567315049734359
'sigx': 54447.86619203548}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 6955.0230036
{'A': 365509.23907745775
'bg': 563.4214190637549
'angle': 38.36013587526631
'muy': 108.57998839846091
'mux': 95.17800199712902
'sigy': 38.53978707406289
'sigx': 3.969993706388433}
- - - - roi 7 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.0192569
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 2.57021e+15 to diagonal of error matrix
eigenvalues:
-452840
1
1
452842
matrix forced pos-def by adding 453293 to diagonal
gdel: -4.13646e+17
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.000303618 requested: 1e-05
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0942509 requested 1e-05 continue the minimization
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** Minuit **** False
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0942509 requested 1e-05 continue the minimization
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** iMinuit **** False
- - - - roi 8 - - - -
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.463833 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 17.7336
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 6.40993e+08 to diagonal of error matrix
eigenvalues:
-231.042
1
1
233.042
matrix forced pos-def by adding 231.275 to diagonal
gdel: -1.3855e+08
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 1.20305 requested: 1e-05
FunctionMinimum is invalid.
MnGlobalCorrelationCoeff: inversion of matrix fails.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 3079.2565078
{'A': 124189.01527936573
'bg': 567.5158998998949
'angle': -18.183098579813944
'muy': 3.3437289634734535
'mux': -35.89335953230764
'sigy': 3.6148545826651546
'sigx': 19.67907563361348}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 3079.2565078
{'A': 124189.01527936573
'bg': 567.5158998998949
'angle': -18.183098579813944
'muy': 3.3437289634734535
'mux': -35.89335953230764
'sigy': 3.6148545826651546
'sigx': 19.67907563361348}
- - - - roi 9 - - - -
eigenvalues:
-4.63036
0.851662
1.16329
6.61541
matrix forced pos-def by adding 4.63698 to diagonal
VariableMetricBuilder: Tolerance is not sufficient - edm is 3.37446 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 6.42005
negative or zero diagonal element 3 in covariance matrix
added 3.93169 to diagonal of error matrix
gdel: -0.881547
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 4.75908e-05
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 4.98094e+10 to diagonal of error matrix
eigenvalues:
-4014.77
1
1
4016.77
matrix forced pos-def by adding 4018.79 to diagonal
gdel: -4.71931e+10
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.0489603 requested: 1e-05
FunctionMinimum is invalid.
MnGlobalCorrelationCoeff: inversion of matrix fails.
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.384786 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 1.53914 requested: 1e-05
FunctionMinimum is invalid.
**** Minuit **** False
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.384786 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 1.53914 requested: 1e-05
FunctionMinimum is invalid.
**** iMinuit **** False
- - - - roi 10 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 6.67072
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 40.3857 to diagonal of error matrix
gdel: -529.136
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 53.7631
negative or zero diagonal element 2 in covariance matrix
added 0.56422 to diagonal of error matrix
eigenvalues:
-1.18697
0.995462
1.08397
3.10754
matrix forced pos-def by adding 1.19008 to diagonal
gdel: -3702.32
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.00018984 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 14.5365 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
edm < 0
eigenvalues:
-3.90084e-05
0.00465713
0.0207856
0.437058
1.04656
2.17516
3.31582
matrix forced pos-def by adding 0.00335483 to diagonal
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** Minuit **** False
VariableMetricBuilder: Tolerance is not sufficient - edm is 14.5365 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
edm < 0
eigenvalues:
-3.90084e-05
0.00465713
0.0207856
0.437058
1.04656
2.17516
3.31582
matrix forced pos-def by adding 0.00335483 to diagonal
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** iMinuit **** False
- - - - roi 11 - - - -
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0608865 requested 1e-05 continue the minimization
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 1.71431e-05 requested 1e-05 continue the minimization
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 2241.27588185
{'A': -64789.424921831946
'bg': 563.5845256995262
'angle': -4.755160035503593
'muy': 509.90028376518273
'mux': -6.161575102932611
'sigy': 286.73257957087094
'sigx': 1.5080630902914556}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 1.71431e-05 requested 1e-05 continue the minimization
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 2241.27588185
{'A': -64789.424921831946
'bg': 563.5845256995262
'angle': -4.755160035503593
'muy': 509.90028376518273
'mux': -6.161575102932611
'sigy': 286.73257957087094
'sigx': 1.5080630902914556}
- - - - roi 12 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 75.6381
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 1.0829e+06 to diagonal of error matrix
eigenvalues:
-7.79763
1
1.00001
9.79761
matrix forced pos-def by adding 7.80742 to diagonal
gdel: -6.85354e+08
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 361.308 requested: 1e-05
eigenvalues:
-5.80796
0.805735
1.13374
7.86848
matrix forced pos-def by adding 5.81583 to diagonal
VariableMetricBuilder: Tolerance is not sufficient - edm is 673.933 requested 1e-05 continue the minimization
**** Minuit **** True
fval = 3858.40551076
{'A': -6762.088958596599
'bg': 588.4291717223091
'angle': 55.09528025167285
'muy': 17.667571776975617
'mux': 15.333538688748039
'sigy': -5.765826983183968
'sigx': 3.5984939042514306}
MnHesse: 2nd derivative zero for parameter 0
MnHesse fails and will return diagonal matrix
**** iMinuit **** False
- - - - roi 13 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.000541155
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
added 2.74984e+14 to diagonal of error matrix
eigenvalues:
-133644
1
1
133646
matrix forced pos-def by adding 133777 to diagonal
gdel: -2.56412e+14
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.000384816 requested: 1e-05
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 1.20354e+08 requested: 1e-05
MnHesse: 2nd derivative zero for parameter 0
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 4.13198e+07 requested 1e-05 continue the minimization
MnHesse: 2nd derivative zero for parameter 0
MnHesse fails and will return diagonal matrix
**** Minuit **** False
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 1.20354e+08 requested: 1e-05
MnHesse: 2nd derivative zero for parameter 0
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 4.13198e+07 requested 1e-05 continue the minimization
MnHesse: 2nd derivative zero for parameter 0
MnHesse fails and will return diagonal matrix
**** iMinuit **** False
- - - - roi 14 - - - -
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0334721 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.00670766 requested: 1e-05
FunctionMinimum is invalid.
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0113724 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** Minuit **** False
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0113724 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** iMinuit **** False
- - - - roi 15 - - - -
eigenvalues:
-6.0201
0.948543
1.05472
8.01684
matrix forced pos-def by adding 6.02811 to diagonal
VariableMetricBuilder: Tolerance is not sufficient - edm is 104.22 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 7364.42
eigenvalues:
-0.171581
0.810368
1.07027
2.29094
matrix forced pos-def by adding 0.173871 to diagonal
gdel: -1195.34
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 5154.31
negative or zero diagonal element 3 in covariance matrix
added 0.500003 to diagonal of error matrix
gdel: -1.32612e+10
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 38297.3 requested: 1e-05
FunctionMinimum is invalid.
MnGlobalCorrelationCoeff: inversion of matrix fails.
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.0197221
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 4 in covariance matrix
negative or zero diagonal element 5 in covariance matrix
added 197.555 to diagonal of error matrix
eigenvalues:
-23.1973
0.999995
1
1.00005
1.10704
1.54428
24.5459
matrix forced pos-def by adding 23.2219 to diagonal
gdel: -1.85381
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.0118121 requested: 1e-05
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 6.85671e-05 requested 1e-05 continue the minimization
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 3.27058e-05 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: machine accuracy limits further improvement.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 3.14537e-05 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: machine accuracy limits further improvement.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 2.3934e-05 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: machine accuracy limits further improvement.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 2.06855e-05 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.000193428
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
negative or zero diagonal element 4 in covariance matrix
negative or zero diagonal element 5 in covariance matrix
negative or zero diagonal element 6 in covariance matrix
added 38.1122 to diagonal of error matrix
eigenvalues:
-14.278
1
1.00166
1.03081
1.2464
1.60966
15.3894
matrix forced pos-def by adding 14.2934 to diagonal
gdel: -2.04524
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.00883185
negative or zero diagonal element 3 in covariance matrix
negative or zero diagonal element 6 in covariance matrix
added 146.278 to diagonal of error matrix
eigenvalues:
-4.04426
0.840813
0.997804
1
1.03288
1.19648
5.97628
matrix forced pos-def by adding 4.05024 to diagonal
gdel: -14.4359
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.00669061
negative or zero diagonal element 5 in covariance matrix
added 41.4528 to diagonal of error matrix
eigenvalues:
-33.9431
0.573433
0.938214
0.998629
1
1.7646
35.6682
matrix forced pos-def by adding 33.9788 to diagonal
gdel: -1.1574
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** Minuit **** False
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.0197221
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 4 in covariance matrix
negative or zero diagonal element 5 in covariance matrix
added 197.555 to diagonal of error matrix
eigenvalues:
-23.1973
0.999995
1
1.00005
1.10704
1.54428
24.5459
matrix forced pos-def by adding 23.2219 to diagonal
gdel: -1.85381
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.0118121 requested: 1e-05
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 6.85671e-05 requested 1e-05 continue the minimization
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 3.27058e-05 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: machine accuracy limits further improvement.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 3.14537e-05 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: machine accuracy limits further improvement.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 2.3934e-05 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: machine accuracy limits further improvement.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 2.06855e-05 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.000193428
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
negative or zero diagonal element 4 in covariance matrix
negative or zero diagonal element 5 in covariance matrix
negative or zero diagonal element 6 in covariance matrix
added 38.1122 to diagonal of error matrix
eigenvalues:
-14.278
1
1.00166
1.03081
1.2464
1.60966
15.3894
matrix forced pos-def by adding 14.2934 to diagonal
gdel: -2.04524
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.00883185
negative or zero diagonal element 3 in covariance matrix
negative or zero diagonal element 6 in covariance matrix
added 146.278 to diagonal of error matrix
eigenvalues:
-4.04426
0.840813
0.997804
1
1.03288
1.19648
5.97628
matrix forced pos-def by adding 4.05024 to diagonal
gdel: -14.4359
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.00669061
negative or zero diagonal element 5 in covariance matrix
added 41.4528 to diagonal of error matrix
eigenvalues:
-33.9431
0.573433
0.938214
0.998629
1
1.7646
35.6682
matrix forced pos-def by adding 33.9788 to diagonal
gdel: -1.1574
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** iMinuit **** False
- - - - roi 16 - - - -
**** Minuit **** True
fval = 79401.1079512
{'A': 2280723.370917509
'bg': 696.6552058220949
'angle': -17.549555250077802
'muy': 20.721862561557515
'mux': 21.25101564813208
'sigy': 4.165314055626622
'sigx': 4.987261125363536}
**** iMinuit **** True
fval = 79401.1079492
{'A': 2280723.2216387773
'bg': 696.6551709994527
'angle': -17.54971146587401
'muy': 20.721858082355272
'mux': 21.251014224626317
'sigy': 4.165313439830403
'sigx': 4.98726449309343}
- - - - roi 17 - - - -
**** Minuit **** True
fval = 8265.04834761
{'A': 318460.6660450181
'bg': 584.8436751336843
'angle': 0.7205946567492845
'muy': 20.701559609319204
'mux': 20.47444321671409
'sigy': 3.9979386357959004
'sigx': 4.6529124791490055}
**** iMinuit **** True
fval = 8265.04834986
{'A': 318460.6801322455
'bg': 584.8435888096394
'angle': 0.7209462116732794
'muy': 20.70156218034965
'mux': 20.474427952661088
'sigy': 3.9979452774711093
'sigx': 4.652917359691424}
- - - - roi 18 - - - -
**** Minuit **** True
fval = 3246.11658959
{'A': 120769.86287339163
'bg': 587.7045500545522
'angle': 57.3005400521329
'muy': 19.940220643614698
'mux': 19.008156557811258
'sigy': 5.014290569209643
'sigx': 4.16288425188374}
**** iMinuit **** True
fval = 3246.1165949
{'A': 120770.01194514554
'bg': 587.7051157276667
'angle': 57.29884741919943
'muy': 19.94022228209817
'mux': 19.008137658232293
'sigy': 5.014260392116431
'sigx': 4.1628811025415375}
- - - - roi 19 - - - -
**** Minuit **** True
fval = 10650.2174752
{'A': 454917.38597829104
'bg': 611.0589058577422
'angle': -24.263068801984502
'muy': 20.608474933253397
'mux': 20.018131005923294
'sigy': 4.098961542052516
'sigx': 4.883202766309448}
**** iMinuit **** True
fval = 10650.2174743
{'A': 454917.02672682033
'bg': 611.0591621248678
'angle': -24.262914713071837
'muy': 20.608473744078925
'mux': 20.0181281847428
'sigy': 4.098957468647641
'sigx': 4.883207350418244}
- - - - roi 20 - - - -
**** Minuit **** True
fval = 42253.5062368
{'A': 1247740.29406449
'bg': 648.5195788289112
'angle': -31.775418513179076
'muy': 20.9273700132327
'mux': 20.61891841279177
'sigy': 4.332325134518958
'sigx': 5.290521845689175}
**** iMinuit **** True
fval = 42253.5062376
{'A': 1247740.4289249901
'bg': 648.5194137481546
'angle': -31.775312043438007
'muy': 20.927369705775664
'mux': 20.618919306229234
'sigy': 4.332325465960032
'sigx': 5.290518069241512}
- - - - roi 21 - - - -
**** Minuit **** True
fval = 7800.06134809
{'A': 339635.4256425956
'bg': 599.445381549316
'angle': -28.316344768643205
'muy': 20.418671753837884
'mux': 20.14162161272486
'sigy': 4.080722479609732
'sigx': 4.944232085345582}
**** iMinuit **** True
fval = 7800.0613482
{'A': 339635.6316690559
'bg': 599.4454178466127
'angle': -28.31593725079665
'muy': 20.418674292654757
'mux': 20.14163411117907
'sigy': 4.080721308516051
'sigx': 4.944228809885553}
- - - - roi 22 - - - -
**** Minuit **** True
fval = 2691.32143359
{'A': 11531.979063474304
'bg': 571.6804495460534
'angle': 17.753898625873845
'muy': 20.544546583514432
'mux': 25.248673568548273
'sigy': 4.562988664359767
'sigx': 5.1249257343406915}
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 108.104
negative or zero diagonal element 6 in covariance matrix
added 1.20045 to diagonal of error matrix
gdel: -288.772
**** iMinuit **** True
fval = 2691.32143244
{'A': 11531.618825405401
'bg': 571.6803722290349
'angle': 17.763403542972995
'muy': 20.54449291866988
'mux': 25.24866481054502
'sigy': 4.562888870011636
'sigx': 5.124959686954614}
- - - - roi 23 - - - -
**** Minuit **** True
fval = 9121.895719
{'A': 384903.90541824716
'bg': 600.071553869503
'angle': -28.554169424319667
'muy': 20.116014838587393
'mux': 20.527557354100754
'sigy': 4.157478592503187
'sigx': 5.0602417469584}
**** iMinuit **** True
fval = 9121.89571952
{'A': 384903.3192244213
'bg': 600.0707714951126
'angle': -28.555258327219654
'muy': 20.116017611253604
'mux': 20.527589315564626
'sigy': 4.157476975596071
'sigx': 5.06023364743324}
- - - - roi 24 - - - -
MnHesse: 2nd derivative zero for parameter 3
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 1.10878 requested 1e-05 continue the minimization
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** Minuit **** False
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 1.10878 requested 1e-05 continue the minimization
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** iMinuit **** False
- - - - roi 25 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.687204
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 92.5673 to diagonal of error matrix
eigenvalues:
-5.0691
0.969877
1.04912
7.05011
matrix forced pos-def by adding 5.07615 to diagonal
gdel: -1.76476
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.000398133
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
added 5.86902e+14 to diagonal of error matrix
eigenvalues:
-91469.7
1
1
91471.7
matrix forced pos-def by adding 91561.2 to diagonal
gdel: -5.06541e+14
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.0113409 requested: 1e-05
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: call limit exceeded.
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
MnGlobalCorrelationCoeff: inversion of matrix fails.
**** Minuit **** False
VariableMetricBuilder: call limit exceeded.
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
MnGlobalCorrelationCoeff: inversion of matrix fails.
**** iMinuit **** False
- - - - roi 26 - - - -
**** Border and/or not single ****
- - - - roi 27 - - - -
**** Minuit **** True
fval = 158635.492056
{'A': 4755186.972049388
'bg': 817.710091916564
'angle': -14.335336283339558
'muy': 20.702638747414024
'mux': 20.468195757583572
'sigy': 4.030161743320317
'sigx': 5.016437669674367}
**** iMinuit **** True
fval = 158635.492056
{'A': 4755187.13309057
'bg': 817.710084278245
'angle': -14.335342088668952
'muy': 20.702638594781725
'mux': 20.468195534949217
'sigy': 4.030161855437403
'sigx': 5.016437504780601}
- - - - roi 28 - - - -
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0587282 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.0173212
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 2.72624e+15 to diagonal of error matrix
eigenvalues:
-620951
0.999998
1
620953
matrix forced pos-def by adding 621572 to diagonal
gdel: -8.23452e+15
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.000222646 requested: 1e-05
FunctionMinimum is invalid.
MnGlobalCorrelationCoeff: inversion of matrix fails.
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** Minuit **** False
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** iMinuit **** False
- - - - roi 29 - - - -
**** Border and/or not single ****
- - - - roi 30 - - - -
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.000193789 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 4730.28737714
{'A': 221648.16244415983
'bg': 565.5254987621598
'angle': -20.057313309873365
'muy': -24.619690830644288
'mux': 21.859940217961046
'sigy': 14.061872184162592
'sigx': 4.16667977659773}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 4730.28737714
{'A': 221648.16244415983
'bg': 565.5254987621598
'angle': -20.057313309873365
'muy': -24.619690830644288
'mux': 21.859940217961046
'sigy': 14.061872184162592
'sigx': 4.16667977659773}
- - - - roi 31 - - - -
**** Minuit **** True
fval = 46791.7008351
{'A': 732627.1282683008
'bg': 697.5547581602436
'angle': -89.99999999999903
'muy': 20.56922514681664
'mux': 20.328924261179086
'sigy': 4.71064666922819
'sigx': 4.512853355049917}
**** iMinuit **** True
fval = 46791.7008337
{'A': 732627.2267353914
'bg': 697.5546352952638
'angle': -89.99999999992897
'muy': 20.56922926843171
'mux': 20.32893120453606
'sigy': 4.7106414007324595
'sigx': 4.512853262308565}
- - - - roi 32 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.00113598
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 6.44345e+14 to diagonal of error matrix
eigenvalues:
-216353
1
1
216355
matrix forced pos-def by adding 216570 to diagonal
gdel: -7.45352e+15
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.00037814 requested: 1e-05
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 2702.20303182
{'A': 23692.66263572543
'bg': 577.3992575746125
'angle': -14.918186124736707
'muy': 5.398620091547762
'mux': 41.36462277632608
'sigy': 4.029794154091341
'sigx': 5.532377233259187}
**** iMinuit **** True
fval = 2702.20303182
{'A': 23692.66263572543
'bg': 577.3992575746125
'angle': -14.918186124736707
'muy': 5.398620091547762
'mux': 41.36462277632608
'sigy': 4.029794154091341
'sigx': 5.532377233259187}
- - - - roi 33 - - - -
**** Minuit **** True
fval = 9833.97893579
{'A': 491989.24580358044
'bg': 611.5441512128597
'angle': -26.72840609058195
'muy': 20.20607973606682
'mux': 20.260319149964648
'sigy': 3.9631044083838436
'sigx': 4.744638298182633}
**** iMinuit **** True
fval = 9833.97893579
{'A': 491989.2792716845
'bg': 611.5442018814086
'angle': -26.72840189946622
'muy': 20.206078161078008
'mux': 20.260319267607027
'sigy': 3.963102774997116
'sigx': 4.744637461983109}
- - - - roi 34 - - - -
**** Minuit **** True
fval = 6885.97347282
{'A': 356483.95987783314
'bg': 602.6648428923478
'angle': -14.116851841123932
'muy': 20.780109778854868
'mux': 20.49262447110312
'sigy': 3.780584773332204
'sigx': 4.422185650312604}
**** iMinuit **** True
fval = 6885.97347279
{'A': 356484.0109419419
'bg': 602.664952950874
'angle': -14.11700575275718
'muy': 20.78011016920337
'mux': 20.492627522835953
'sigy': 3.7805839540956954
'sigx': 4.422182305279126}
- - - - roi 35 - - - -
**** Minuit **** True
fval = 2013.28997399
{'A': 88375.08900330213
'bg': 588.2308451656055
'angle': 68.75886688374754
'muy': 19.08237599116255
'mux': 19.256862757787975
'sigy': 4.335477459164802
'sigx': 3.701475632446458}
**** iMinuit **** True
fval = 2013.28997468
{'A': 88375.33608561366
'bg': 588.2306214945208
'angle': 68.75918466000323
'muy': 19.082382388024058
'mux': 19.25686709799509
'sigy': 4.335493165022152
'sigx': 3.70149316867755}
- - - - roi 36 - - - -
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 3.37822e-05 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: machine accuracy limits further improvement.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 2268.84391988
{'A': 73732.5548872796
'bg': 572.4338932045782
'angle': -0.8281937978807719
'muy': -5.804931067472619
'mux': 40.43279856055955
'sigy': 11.937550638969329
'sigx': 0.3934422678456985}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 2268.84391988
{'A': 73732.5548872796
'bg': 572.4338932045782
'angle': -0.8281937978807719
'muy': -5.804931067472619
'mux': 40.43279856055955
'sigy': 11.937550638969329
'sigx': 0.3934422678456985}
- - - - roi 37 - - - -
**** Border and/or not single ****
- - - - roi 38 - - - -
eigenvalues:
-1.61737
0.952238
1.07919
3.58595
matrix forced pos-def by adding 1.62096 to diagonal
VariableMetricBuilder: Tolerance is not sufficient - edm is 7780.58 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 7780.58 requested: 1e-05
FunctionMinimum is invalid.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 2855.2457798
{'A': 64722.48757131264
'bg': 559.9183382459357
'angle': 89.99999318802617
'muy': 6.364964587661999
'mux': -38.19419424409231
'sigy': 51.02161332523268
'sigx': 16.18952838497707}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 2855.2457798
{'A': 64722.48757131264
'bg': 559.9183382459357
'angle': 89.99999318802617
'muy': 6.364964587661999
'mux': -38.19419424409231
'sigy': 51.02161332523268
'sigx': 16.18952838497707}
- - - - roi 39 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 925.487
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 152591 to diagonal of error matrix
eigenvalues:
-2.37606
1
1
4.37605
matrix forced pos-def by adding 2.38043 to diagonal
gdel: -6.48514e+08
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 449.728 requested: 1e-05
VariableMetricBuilder: Tolerance is not sufficient - edm is 534.287 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 175.245
eigenvalues:
-0.0428278
0.980898
1.10565
1.95628
matrix forced pos-def by adding 0.0447841 to diagonal
gdel: -329.89
**** Minuit **** True
fval = 2111.00646274
{'A': 27425.95155639346
'bg': 583.0661842458708
'angle': -45.510305630286354
'muy': 21.575805763536057
'mux': 16.682813182397368
'sigy': 5.7867174414620655
'sigx': 4.295691753412272}
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 1747.23
negative or zero diagonal element 3 in covariance matrix
added 0.542759 to diagonal of error matrix
gdel: -30235.3
**** iMinuit **** True
fval = 2111.00646729
{'A': 27425.75222830647
'bg': 583.0664040488831
'angle': 44.48453318210619
'muy': 21.575940206957434
'mux': 16.682858625977364
'sigy': 4.295595324623022
'sigx': 5.786724499724386}
- - - - roi 40 - - - -
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0713475 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.00027885 requested: 1e-05
FunctionMinimum is invalid.
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 106.787
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 5 in covariance matrix
negative or zero diagonal element 6 in covariance matrix
added 4.58283 to diagonal of error matrix
eigenvalues:
-3.11914
0.996715
1.00167
1.00854
1.13025
1.66372
4.31824
matrix forced pos-def by adding 3.12346 to diagonal
gdel: -317.86
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 1.77268 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 2.83226
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
negative or zero diagonal element 4 in covariance matrix
negative or zero diagonal element 5 in covariance matrix
negative or zero diagonal element 6 in covariance matrix
added 159.404 to diagonal of error matrix
eigenvalues:
-25.5464
1
1.00018
1.00045
1.01073
1.28847
27.2465
matrix forced pos-def by adding 25.5736 to diagonal
gdel: -2.49602e+07
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 4.62583 requested: 1e-05
FunctionMinimum is invalid.
MnGlobalCorrelationCoeff: inversion of matrix fails.
**** Minuit **** False
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 106.787
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 5 in covariance matrix
negative or zero diagonal element 6 in covariance matrix
added 4.58283 to diagonal of error matrix
eigenvalues:
-3.11914
0.996715
1.00167
1.00854
1.13025
1.66372
4.31824
matrix forced pos-def by adding 3.12346 to diagonal
gdel: -317.86
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 1.77268 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 2.83226
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
negative or zero diagonal element 4 in covariance matrix
negative or zero diagonal element 5 in covariance matrix
negative or zero diagonal element 6 in covariance matrix
added 159.404 to diagonal of error matrix
eigenvalues:
-25.5464
1
1.00018
1.00045
1.01073
1.28847
27.2465
matrix forced pos-def by adding 25.5736 to diagonal
gdel: -2.49602e+07
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 4.62583 requested: 1e-05
FunctionMinimum is invalid.
MnGlobalCorrelationCoeff: inversion of matrix fails.
**** iMinuit **** False
- - - - roi 41 - - - -
**** Minuit **** True
fval = 2337.77365552
{'A': 94957.43740917309
'bg': 580.4064559928429
'angle': 79.03580381596512
'muy': 20.830148289444985
'mux': 20.046954361231574
'sigy': 4.053973256330512
'sigx': 3.550648047066906}
**** iMinuit **** True
fval = 2337.7736565
{'A': 94957.44988412253
'bg': 580.4064023360836
'angle': 79.03557723996062
'muy': 20.8301560574187
'mux': 20.046971592204713
'sigy': 4.053969309512219
'sigx': 3.550660328478897}
- - - - roi 42 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 404.17
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 0.683865 to diagonal of error matrix
gdel: -151.538
**** Minuit **** True
fval = 2504.57152591
{'A': 10272.737434459603
'bg': 567.0091697550785
'angle': -67.25500054246871
'muy': 17.798070870164405
'mux': 23.622121254283364
'sigy': 4.088761143456511
'sigx': 3.54771194038689}
**** iMinuit **** True
fval = 2504.57152426
{'A': 10272.855236881902
'bg': 567.0095673345189
'angle': -67.2630978749066
'muy': 17.798199961327295
'mux': 23.622115176640907
'sigy': 4.08873792780044
'sigx': 3.5477995711581687}
- - - - roi 43 - - - -
**** Border and/or not single ****
- - - - roi 44 - - - -
**** Border and/or not single ****
- - - - roi 45 - - - -
**** Minuit **** True
fval = 2294.02926966
{'A': 116526.34285249427
'bg': 590.433936411766
'angle': 73.17301385436005
'muy': 20.726632673767654
'mux': 19.839375327836393
'sigy': 4.235515388108135
'sigx': 3.564823560678305}
**** iMinuit **** True
fval = 2294.02926952
{'A': 116526.57605195667
'bg': 590.4335825446319
'angle': 73.17227242719983
'muy': 20.726628457743693
'mux': 19.839379402120407
'sigy': 4.235537300404976
'sigx': 3.564815882379967}
- - - - roi 46 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.925316
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 3.05171e+06 to diagonal of error matrix
eigenvalues:
-22.7804
1
1.00003
24.7804
matrix forced pos-def by adding 22.8052 to diagonal
gdel: -352664
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: machine accuracy limits further improvement.
eigenvalues:
-0.223689
1.0043
1.04061
2.17878
matrix forced pos-def by adding 0.225868 to diagonal
VariableMetricBuilder: Tolerance is not sufficient - edm is 79674.5 requested 1e-05 continue the minimization
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 79674.5 requested: 1e-05
FunctionMinimum is invalid.
MnHesse: 2nd derivative zero for parameter 0
MnHesse fails and will return diagonal matrix
**** Minuit **** False
MnHesse: 2nd derivative zero for parameter 0
MnHesse fails and will return diagonal matrix
**** iMinuit **** False
- - - - roi 47 - - - -
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.00887866 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 4.21282e-05
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 4.4388e+12 to diagonal of error matrix
eigenvalues:
-22131.7
1
1
22133.7
matrix forced pos-def by adding 22153.8 to diagonal
gdel: -2.90495e+10
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.0011655 requested: 1e-05
FunctionMinimum is invalid.
MnGlobalCorrelationCoeff: inversion of matrix fails.
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 4.13753e-05 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** Minuit **** False
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 4.13753e-05 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** iMinuit **** False
- - - - roi 48 - - - -
**** Minuit **** True
fval = 19966.8353575
{'A': 679286.8732433093
'bg': 629.2652094419865
'angle': -89.99999999999015
'muy': 20.40807822018856
'mux': 20.31592291902525
'sigy': 4.362162577010625
'sigx': 4.111471992859492}
**** iMinuit **** True
fval = 19966.8353562
{'A': 679285.9768514354
'bg': 629.2657871476657
'angle': -89.99999999994024
'muy': 20.408091714859992
'mux': 20.315918923920602
'sigy': 4.362177872610793
'sigx': 4.11147450652823}
- - - - roi 49 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 18.7624
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 4.079e+07 to diagonal of error matrix
eigenvalues:
-130.98
1
1.00008
132.98
matrix forced pos-def by adding 131.113 to diagonal
gdel: -1.33942e+08
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.355584 requested: 1e-05
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.25595 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.00038854
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 3.25223e+14 to diagonal of error matrix
eigenvalues:
-382895
1
1
382897
matrix forced pos-def by adding 383278 to diagonal
gdel: -9.51429e+14
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: machine accuracy limits further improvement.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 2157.56344307
{'A': -447029.1600018435
'bg': 592.0877001234893
'angle': 80.5096407877173
'muy': -2.5777628040728784
'mux': -127.61348825960064
'sigy': 185.56545105774
'sigx': 26.859019217144457}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 2149.97592331
{'A': 63370.960399583266
'bg': 582.1255944524843
'angle': -58.54106234206651
'muy': -33.206071496625604
'mux': 91.63672897658864
'sigy': 28.673781285362946
'sigx': 1.6162604192102121}
- - - - roi 50 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.000209102
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 5.02405e+14 to diagonal of error matrix
eigenvalues:
-189296
1
1
189298
matrix forced pos-def by adding 189486 to diagonal
gdel: -1.37665e+15
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.000791748 requested: 1e-05
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 3414.52400202
{'A': 149567.4591222262
'bg': 582.6092707551805
'angle': 3.3394501897008695
'muy': 13.117873260436346
'mux': -19.526151197506664
'sigy': 3.7209561701434013
'sigx': 9.446896017054396}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 3414.52400202
{'A': 149567.4591222262
'bg': 582.6092707551805
'angle': 3.3394501897008695
'muy': 13.117873260436346
'mux': -19.526151197506664
'sigy': 3.7209561701434013
'sigx': 9.446896017054396}
- - - - roi 51 - - - -
**** Minuit **** True
fval = 6955.52891449
{'A': 417098.16608775116
'bg': 600.4752917208237
'angle': -4.16171120703693
'muy': 20.3910682809323
'mux': 20.47557624908281
'sigy': 3.5350525336010077
'sigx': 3.982835263434713}
**** iMinuit **** True
fval = 6955.52891399
{'A': 417098.3873601022
'bg': 600.4752058811624
'angle': -4.162013825825085
'muy': 20.391069580378378
'mux': 20.475578879097156
'sigy': 3.535054931780533
'sigx': 3.98283412267473}
- - - - roi 52 - - - -
VariableMetricBuilder: Tolerance is not sufficient - edm is 28.6035 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
edm < 0
negative or zero diagonal element 1 in covariance matrix
added 49.9424 to diagonal of error matrix
eigenvalues:
-1.53488
0.999999
1.0003
3.53458
matrix forced pos-def by adding 1.53841 to diagonal
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 7.95835
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 0.503424 to diagonal of error matrix
gdel: -6471.05
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 358.619
eigenvalues:
-0.0714838
0.220381
1.77866
2.07244
matrix forced pos-def by adding 0.0735562 to diagonal
gdel: -17.0612
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 48.6209
eigenvalues:
-4.75457
0.256538
1.44333
7.0547
matrix forced pos-def by adding 4.76162 to diagonal
gdel: -60.2868
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 2804.08
eigenvalues:
-0.285676
0.00447759
0.14291
4.13829
matrix forced pos-def by adding 0.289814 to diagonal
gdel: -616.789
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 75.8585
negative or zero diagonal element 3 in covariance matrix
added 0.500001 to diagonal of error matrix
gdel: -1.05952e+06
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 18456.2
eigenvalues:
-0.0518601
0.740076
0.906189
2.40559
matrix forced pos-def by adding 0.0542657 to diagonal
gdel: -2567.14
eigenvalues:
-0.0012669
-0.0002236
0.000815965
4.00067
matrix forced pos-def by adding 0.00526757 to diagonal
eigenvalues:
-0.0106792
-0.00109795
-0.000192757
0.00090429
0.0135243
0.999958
5.99758
matrix forced pos-def by adding 0.0166768 to diagonal
eigenvalues:
-0.0106789
-0.00109811
-0.000192757
0.000904217
0.0135247
0.999958
5.99758
matrix forced pos-def by adding 0.0166765 to diagonal
**** Minuit **** True
fval = 1449.24038795
{'A': 309.51503314810816
'bg': 590.3265201996733
'angle': -43.3268187537511
'muy': 19.51089884461597
'mux': 19.48017602282
'sigy': 0.002991666963970564
'sigx': 0.4471068237148437}
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 1.16173
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
negative or zero diagonal element 4 in covariance matrix
added 24.2043 to diagonal of error matrix
eigenvalues:
-18.5028
0.999887
1
1.01599
1.17886
3.86444
17.4436
matrix forced pos-def by adding 18.5202 to diagonal
gdel: -3.0978e+06
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 1303.21 requested: 1e-05
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
eigenvalues:
-0.0152565
0.0710178
0.175337
0.994724
1
1.16697
3.6072
matrix forced pos-def by adding 0.0188637 to diagonal
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.215171 requested 1e-05 continue the minimization
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 10748.8701963
{'A': 619443.5353143102
'bg': 590.6236867305064
'angle': -9.410132797414064
'muy': 21.125580115423677
'mux': 42.185855541492025
'sigy': 4.303226138704186
'sigx': 0.35920318930680056}
- - - - roi 53 - - - -
**** Minuit **** True
fval = 4272.0939862
{'A': 277938.8098818659
'bg': 595.9706635365912
'angle': -10.737680354039597
'muy': 20.393664626418406
'mux': 20.456086285479902
'sigy': 3.4541235248671773
'sigx': 3.924186953514024}
**** iMinuit **** True
fval = 4272.09398639
{'A': 277938.7511786992
'bg': 595.9704370194719
'angle': -10.737735838171048
'muy': 20.393663603633044
'mux': 20.45609123315205
'sigy': 3.4541235038618705
'sigx': 3.9241865484882306}
- - - - roi 54 - - - -
MnHesse: 2nd derivative zero for parameter 3
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.00982522 requested 1e-05 continue the minimization
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** Minuit **** False
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.00982522 requested 1e-05 continue the minimization
VariableMetricBuilder: call limit exceeded.
FunctionMinimum is invalid.
**** iMinuit **** False
- - - - roi 55 - - - -
**** Border and/or not single ****
- - - - roi 56 - - - -
**** Border and/or not single ****
- - - - roi 57 - - - -
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
eigenvalues:
-0.00376204
0.271451
0.367155
0.783927
0.992271
1.30027
3.28869
matrix forced pos-def by adding 0.00705073 to diagonal
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0364927 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.0662037
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 5 in covariance matrix
added 4.34724e+08 to diagonal of error matrix
eigenvalues:
-50.0297
1
1
1
1
1
52.0297
matrix forced pos-def by adding 50.0818 to diagonal
gdel: -417739
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.698024 requested: 1e-05
FunctionMinimum is invalid.
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 3.5759e-05 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** Minuit **** False
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 3.5759e-05 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** iMinuit **** False
- - - - roi 58 - - - -
MnHesse: 2nd derivative zero for parameter 3
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.0639029
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
negative or zero diagonal element 4 in covariance matrix
negative or zero diagonal element 5 in covariance matrix
added 4.44232 to diagonal of error matrix
eigenvalues:
-5.51831
0.999986
1
1.00097
1.26728
1.70337
6.5467
matrix forced pos-def by adding 5.52486 to diagonal
gdel: -0.112388
MnHesse: 2nd derivative zero for parameter 0
MnHesse fails and will return diagonal matrix
**** Minuit **** False
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.0639029
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
negative or zero diagonal element 4 in covariance matrix
negative or zero diagonal element 5 in covariance matrix
added 4.44232 to diagonal of error matrix
eigenvalues:
-5.51831
0.999986
1
1.00097
1.26728
1.70337
6.5467
matrix forced pos-def by adding 5.52486 to diagonal
gdel: -0.112388
MnHesse: 2nd derivative zero for parameter 0
MnHesse fails and will return diagonal matrix
**** iMinuit **** False
- - - - roi 59 - - - -
**** Minuit **** True
fval = 4418.04473129
{'A': 164681.39447219475
'bg': 596.9978973726122
'angle': -17.139428958270983
'muy': 20.95876182698452
'mux': 19.85543708988008
'sigy': 3.362686643959178
'sigx': 3.8397169861984675}
**** iMinuit **** True
fval = 4418.04473092
{'A': 164681.70264208983
'bg': 596.9983092338543
'angle': -17.139283027085767
'muy': 20.95874990297424
'mux': 19.85543354503498
'sigy': 3.362700863885353
'sigx': 3.8397229801429376}
- - - - roi 60 - - - -
**** Minuit **** True
fval = 4610.60039396
{'A': 319708.85994253994
'bg': 613.5327931782713
'angle': -43.899247300098914
'muy': 20.56405919731121
'mux': 20.2286201106887
'sigy': 3.863725657398556
'sigx': 4.590393234638932}
**** iMinuit **** True
fval = 4610.60039242
{'A': 319709.0369339089
'bg': 613.5326856086838
'angle': -43.8986229767998
'muy': 20.564062096726804
'mux': 20.22862210475931
'sigy': 3.8637277441432594
'sigx': 4.590389932093664}
- - - - roi 61 - - - -
**** Minuit **** True
fval = 2752.10117909
{'A': 182631.2835645885
'bg': 591.2215407590191
'angle': 70.25893214037794
'muy': 20.300980003176942
'mux': 20.249409688492452
'sigy': 3.7858562204114055
'sigx': 3.343284269671578}
**** iMinuit **** True
fval = 2752.10117912
{'A': 182631.32074782145
'bg': 591.221275708658
'angle': 70.258827267302
'muy': 20.300980749551663
'mux': 20.249413195195743
'sigy': 3.785856605699093
'sigx': 3.3432813895505653}
- - - - roi 62 - - - -
**** Border and/or not single ****
- - - - roi 63 - - - -
**** Border and/or not single ****
- - - - roi 64 - - - -
**** Minuit **** True
fval = 6106.741426
{'A': 368886.4848467257
'bg': 631.222423488026
'angle': -47.332371930793755
'muy': 20.674651524614607
'mux': 20.378782564706572
'sigy': 3.8978757331995237
'sigx': 4.628509655256464}
**** iMinuit **** True
fval = 6106.74142659
{'A': 368886.7104259557
'bg': 631.2220920896762
'angle': -47.33223696099
'muy': 20.674649657979227
'mux': 20.378781445996854
'sigy': 3.8978820585150316
'sigx': 4.628511308329306}
- - - - roi 65 - - - -
**** Minuit **** True
fval = 2840.3448445
{'A': 178891.51949023912
'bg': 592.3312884104407
'angle': 69.62310155761756
'muy': 20.066563304120553
'mux': 20.44847811272047
'sigy': 3.718498789711013
'sigx': 3.3066960525350986}
**** iMinuit **** True
fval = 2840.34484316
{'A': 178891.52944500942
'bg': 592.3309767525319
'angle': 69.62197711498797
'muy': 20.066558132030742
'mux': 20.448474294446438
'sigy': 3.7184972776412057
'sigx': 3.3066906793071618}
- - - - roi 66 - - - -
**** Minuit **** True
fval = 2720.21432915
{'A': 62735.0146568316
'bg': 586.6536904849952
'angle': 69.07744733692374
'muy': 19.90920939981935
'mux': 20.42074852699166
'sigy': 3.5139394282350884
'sigx': 3.181286853701267}
**** iMinuit **** True
fval = 2720.21432915
{'A': 62735.04727157366
'bg': 586.6537272044337
'angle': 69.07737862566472
'muy': 19.909209290961513
'mux': 20.4207456324564
'sigy': 3.5139402000949835
'sigx': 3.1812892894597713}
- - - - roi 67 - - - -
eigenvalues:
-15.7829
0.923043
1.10779
17.7521
matrix forced pos-def by adding 15.8007 to diagonal
VariableMetricBuilder: Tolerance is not sufficient - edm is 39.754 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 281.287
negative or zero diagonal element 2 in covariance matrix
added 1.83302 to diagonal of error matrix
gdel: -266.03
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 646.314
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 0.50153 to diagonal of error matrix
gdel: -207968
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 67.2487
eigenvalues:
-0.0333301
0.00739362
1.17964
2.8463
matrix forced pos-def by adding 0.0361764 to diagonal
gdel: -464.455
eigenvalues:
-0.000110948
0.00116973
0.00344816
3.99549
matrix forced pos-def by adding 0.00410644 to diagonal
eigenvalues:
-0.0148312
-0.000347168
0.00086605
0.00316104
0.00609621
0.999896
6.00516
matrix forced pos-def by adding 0.0208363 to diagonal
eigenvalues:
-0.0148309
-0.000347178
0.000866037
0.00316116
0.00609681
0.999896
6.00516
matrix forced pos-def by adding 0.0208361 to diagonal
**** Minuit **** True
fval = 1425.16396008
{'A': 284.46911576243605
'bg': 585.5122090328953
'angle': -43.084958274948534
'muy': 19.51559938866986
'mux': 19.48514938830806
'sigy': 0.008321423268200276
'sigx': 1.2265775936045302}
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.00661935 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** iMinuit **** False
- - - - roi 68 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.575423
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 451055 to diagonal of error matrix
eigenvalues:
-16.8109
1
1.00008
18.8109
matrix forced pos-def by adding 16.8298 to diagonal
gdel: -57882.9
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.00422526 requested: 1e-05
VariableMetricBuilder: Tolerance is not sufficient - edm is 41.2776 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
edm < 0
negative or zero diagonal element 1 in covariance matrix
added 24.9121 to diagonal of error matrix
eigenvalues:
-3.21677
0.234205
1.20459
5.77798
matrix forced pos-def by adding 3.22255 to diagonal
eigenvalues:
-0.027278
0.735094
1.01058
2.2816
matrix forced pos-def by adding 0.0295596 to diagonal
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0369106 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 0.000945888
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 9.72459e+13 to diagonal of error matrix
eigenvalues:
-180913
1
1
180915
matrix forced pos-def by adding 181094 to diagonal
gdel: -6.70014e+15
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 0.000217248 requested: 1e-05
FunctionMinimum is invalid.
MnGlobalCorrelationCoeff: inversion of matrix fails.
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 2819.87433342
{'A': 71930.52867544629
'bg': 569.7278298993738
'angle': 67.11438535628906
'muy': 53.464930984669095
'mux': 20.241651513975683
'sigy': 2.688899600194102
'sigx': 8.150937814609495}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
**** iMinuit **** True
fval = 2819.87433342
{'A': 71930.52867544629
'bg': 569.7278298993738
'angle': 67.11438535628906
'muy': 53.464930984669095
'mux': 20.241651513975683
'sigy': 2.688899600194102
'sigx': 8.150937814609495}
- - - - roi 69 - - - -
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 324.59
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
negative or zero diagonal element 3 in covariance matrix
added 7.13804e+06 to diagonal of error matrix
eigenvalues:
-2.27869
1
1
4.27869
matrix forced pos-def by adding 2.28297 to diagonal
gdel: -9.50821e+09
VariableMetricBuilder: warning: no improvement in line search
VariableMetricBuilder: finishes without convergence.
VariableMetricBuilder: edm= 55.8413 requested: 1e-05
eigenvalues:
-1.63948
0.0848538
1.55198
4.00265
matrix forced pos-def by adding 1.64348 to diagonal
VariableMetricBuilder: Tolerance is not sufficient - edm is 2119.12 requested 1e-05 continue the minimization
VariableMetricBuilder: matrix not pos.def.
gdel > 0: 17.5534
negative or zero diagonal element 1 in covariance matrix
added 4.42414 to diagonal of error matrix
eigenvalues:
-0.693174
1.00058
1.34015
2.35244
matrix forced pos-def by adding 0.695526 to diagonal
gdel: -5121.93
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** Minuit **** True
fval = 2836.12587412
{'A': 22466.299254350273
'bg': 580.2194181831599
'angle': -46.246931857035875
'muy': 36.47658732160413
'mux': 28.66750901349609
'sigy': 3.2569428964990705
'sigx': 4.009772406205779}
**** iMinuit **** True
fval = 2836.12587412
{'A': 22466.299254350273
'bg': 580.2194181831599
'angle': -46.246931857035875
'muy': 36.47658732160413
'mux': 28.66750901349609
'sigy': 3.2569428964990705
'sigx': 4.009772406205779}
- - - - roi 70 - - - -
**** Minuit **** True
fval = 44468.3064189
{'A': 1734183.5298197176
'bg': 674.403344625776
'angle': -2.8281925002770976
'muy': 20.515877704627304
'mux': 20.272017303721714
'sigy': 3.4083138464589795
'sigx': 3.690128478218381}
**** iMinuit **** True
fval = 44468.3064189
{'A': 1734183.462712506
'bg': 674.4030654466023
'angle': -2.828108145916488
'muy': 20.515876983732056
'mux': 20.272016656907443
'sigy': 3.4083134988883392
'sigx': 3.69012771112927}
- - - - roi 71 - - - -
MnHesse: 2nd derivative zero for parameter 3
MnHesse fails and will return diagonal matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
eigenvalues:
-0.0206035
0.0380868
0.0466243
0.715138
0.999217
1
4.22154
matrix forced pos-def by adding 0.024825 to diagonal
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
eigenvalues:
-0.0206701
0.0381956
0.0467053
0.715153
0.999217
1
4.2214
matrix forced pos-def by adding 0.0248915 to diagonal
**** Minuit **** True
fval = 3179.47849754
{'A': 114277.94811849804
'bg': 571.1639721160285
'angle': 29.765867143661524
'muy': -1.5572919095303352
'mux': 39.113353708695975
'sigy': 5.385604774893013
'sigx': -0.2554914264279753}
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
eigenvalues:
-0.0206035
0.0380868
0.0466243
0.715138
0.999217
1
4.22154
matrix forced pos-def by adding 0.024825 to diagonal
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
eigenvalues:
-0.0206701
0.0381956
0.0467053
0.715153
0.999217
1
4.2214
matrix forced pos-def by adding 0.0248915 to diagonal
**** iMinuit **** True
fval = 3179.47849754
{'A': 114277.94811849804
'bg': 571.1639721160285
'angle': 29.765867143661524
'muy': -1.5572919095303352
'mux': 39.113353708695975
'sigy': 5.385604774893013
'sigx': -0.2554914264279753}
- - - - roi 72 - - - -
**** Border and/or not single ****
- - - - roi 73 - - - -
**** Border and/or not single ****
- - - - roi 74 - - - -
**** Minuit **** True
fval = 1732.10676118
{'A': 93537.18505703179
'bg': 586.6083313562021
'angle': 54.81841411571105
'muy': 20.547959159788054
'mux': 20.310717549063604
'sigy': 3.861048381504733
'sigx': 3.33456207604897}
**** iMinuit **** True
fval = 1732.1067618
{'A': 93537.0877499103
'bg': 586.6085107374079
'angle': 54.8187339732178
'muy': 20.547957646384514
'mux': 20.31072545483871
'sigy': 3.861047060659338
'sigx': 3.33456902607316}
- - - - roi 75 - - - -
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0574589 requested 1e-05 continue the minimization
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 1 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 0.500001 to diagonal of error matrix
negative or zero diagonal element 0 in covariance matrix
negative or zero diagonal element 2 in covariance matrix
added 0.500001 to diagonal of error matrix
**** Minuit **** True
fval = 3108.32833166
{'A': -2421536.2915422926
'bg': 576.1104140928438
'angle': -31.67448182109741
'muy': 12.927188258162724
'mux': 25.768624643445065
'sigy': 2.9345194281568263
'sigx': 26311.212292698896}
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.0290736 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** iMinuit **** False
- - - - roi 76 - - - -
VariableMetricBuilder: call limit exceeded.
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 4.7724e-05 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.00160079 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** Minuit **** False
negative or zero diagonal element 0 in covariance matrix
added 0.500001 to diagonal of error matrix
VariableMetricBuilder: Tolerance is not sufficient - edm is 0.00160079 requested 1e-05 continue the minimization
MnHesse: maximum number of allowed function calls exhausted.
MnHesse fails and will return diagonal matrix
**** iMinuit **** False
- - - - roi 77 - - - -
**** Border and/or not single ****
- - - - roi 78 - - - -
**** Border and/or not single ****
- - - - roi 79 - - - -
**** Border and/or not single ****
- - - - roi 80 - - - -
**** Border and/or not single ****
- - - - roi 81 - - - -
**** Border and/or not single ****
| roi number | PyMinuit | Fisical Result? | iMinuit | Fisical Result? | HotPixel? |
| 0 | fval = 3378.59308005 {'A': 148065.77491357646 'bg': 572.3827252516722 'angle': -61.91430148618889 'muy': -8.716784396039797 'mux': -16.485752060172157 'sigy': 1.847472559732902 'sigx': 13.82756811415661} |
No | fval = 3378.59308005 {'A': 148065.77491357646 'bg': 572.3827252516722 'angle': -61.91430148618889 'muy': -8.716784396039797 'mux': -16.485752060172157 'sigy': 1.847472559732902 'sigx': 13.82756811415661} |
No | Yes |
| 1 | fval = 2423.61433436 {'A': -1689302.7632115947 'bg': 585.9531959869913 'angle': 25.813492531895776 'muy': -13.423944301993608 'mux': -4.504492734579577 'sigy': 25122.810112512532 'sigx': 2.0492586927351626} |
No | False |
- | Yes |
| 2 | fval = 2621.31010476 {'A': -7801603.7402832 'bg': 565.2894243102445 'angle': 77.34715405737066 'muy': 16.02349753811419 'mux': 27.94127875595934 'sigy': 52188.23219050946 'sigx': 5.368321266056039} |
No | fval = 2535.55500632 {'A': 77486.75875832487 'bg': 562.1384442511143 'angle': 54.79707404918241 'muy': 51.009931508035926 'mux': 16.362362275226417 'sigy': 8.96720420446321 'sigx': 4.950876482213082} |
No | Yes |
| 3 | False |
- | False |
- | Yes |
| 4 | fval = 18518.6448802 {'A': 623566.7725842549 'bg': 609.5961996123447 'angle': -15.41095131751726 'muy': 20.3925970025792 'mux': 20.66268940748408 'sigy': 4.131982235159669 'sigx': 4.933146602350255} |
Yes | fval = 18518.6448722 {'A': 623567.1999263188 'bg': 609.5961485797089 'angle': -15.411527948512415 'muy': 20.39258392808676 'mux': 20.662691735365026 'sigy': 4.131973085959172 'sigx': 4.933151038863691} |
Yes | No |
| 5 | fval = 8121.49521915 {'A': 299288.64674829907 'bg': 582.5445902567951 'angle': 1.1331914186329755 'muy': 20.44991495209858 'mux': 19.759599654212277 'sigy': 4.0625827956205045 'sigx': 4.7601946288987245} |
Yes | fval = 8121.49521995 {'A': 299288.7100926881 'bg': 582.5446999143275 'angle': 1.1328993370255063 'muy': 20.449903147360263 'mux': 19.75959910126001 'sigy': 4.062583581715732 'sigx': 4.7601920177616} |
Yes | No |
| 6 | fval = 6983.43103961 {'A': -8756953.244731816 'bg': 567.1947388548588 'angle': 46.92096407674063 'muy': 21.14230508304217 'mux': 20.830279673077776 'sigy': 5.567315049734359 'sigx': 54447.86619203548} |
No | fval = 6955.0230036 {'A': 365509.23907745775 'bg': 563.4214190637549 'angle': 38.36013587526631 'muy': 108.57998839846091 'mux': 95.17800199712902 'sigy': 38.53978707406289 'sigx': 3.969993706388433} |
No | Yes |
| 7 | False |
- | False |
- | Yes |
| 8 | fval = 3079.2565078 {'A': 124189.01527936573 'bg': 567.5158998998949 'angle': -18.183098579813944 'muy': 3.3437289634734535 'mux': -35.89335953230764 'sigy': 3.6148545826651546 'sigx': 19.67907563361348} |
No | fval = 3079.2565078 {'A': 124189.01527936573 'bg': 567.5158998998949 'angle': -18.183098579813944 'muy': 3.3437289634734535 'mux': -35.89335953230764 'sigy': 3.6148545826651546 'sigx': 19.67907563361348} |
No | Yes |
| 9 | False |
- | False |
- | Yes |
| 10 | False |
- | False |
- | Yes |
| 11 | fval = 2241.27588185 {'A': -64789.424921831946 'bg': 563.5845256995262 'angle': -4.755160035503593 'muy': 509.90028376518273 'mux': -6.161575102932611 'sigy': 286.73257957087094 'sigx': 1.5080630902914556} |
No | fval = 2241.27588185 {'A': -64789.424921831946 'bg': 563.5845256995262 'angle': -4.755160035503593 'muy': 509.90028376518273 'mux': -6.161575102932611 'sigy': 286.73257957087094 'sigx': 1.5080630902914556} |
No | Yes |
| 12 | fval = 3858.40551076 {'A': -6762.088958596599 'bg': 588.4291717223091 'angle': 55.09528025167285 'muy': 17.667571776975617 'mux': 15.333538688748039 'sigy': -5.765826983183968 'sigx': 3.5984939042514306} |
No | False |
No | Yes |
| 13 | False |
- | False |
- | Yes |
| 14 | False |
- | False |
- | Yes |
| 15 | False |
- | False |
- | Yes |
| 16 | fval = 79401.1079512 {'A': 2280723.370917509 'bg': 696.6552058220949 'angle': -17.549555250077802 'muy': 20.721862561557515 'mux': 21.25101564813208 'sigy': 4.165314055626622 'sigx': 4.987261125363536} |
Yes | fval = 79401.1079492 {'A': 2280723.2216387773 'bg': 696.6551709994527 'angle': -17.54971146587401 'muy': 20.721858082355272 'mux': 21.251014224626317 'sigy': 4.165313439830403 'sigx': 4.98726449309343} |
Yes | No |
| 17 | fval = 8265.04834761 {'A': 318460.6660450181 'bg': 584.8436751336843 'angle': 0.7205946567492845 'muy': 20.701559609319204 'mux': 20.47444321671409 'sigy': 3.9979386357959004 'sigx': 4.6529124791490055} |
Yes | fval = 8265.04834986 {'A': 318460.6801322455 'bg': 584.8435888096394 'angle': 0.7209462116732794 'muy': 20.70156218034965 'mux': 20.474427952661088 'sigy': 3.9979452774711093 'sigx': 4.652917359691424} |
Yes | No |
| 18 | fval = 3246.11658959 {'A': 120769.86287339163 'bg': 587.7045500545522 'angle': 57.3005400521329 'muy': 19.940220643614698 'mux': 19.008156557811258 'sigy': 5.014290569209643 'sigx': 4.16288425188374} |
Yes | fval = 3246.1165949 {'A': 120770.01194514554 'bg': 587.7051157276667 'angle': 57.29884741919943 'muy': 19.94022228209817 'mux': 19.008137658232293 'sigy': 5.014260392116431 'sigx': 4.1628811025415375} |
Yes | No |
| 19 | fval = 10650.2174752 {'A': 454917.38597829104 'bg': 611.0589058577422 'angle': -24.263068801984502 'muy': 20.608474933253397 'mux': 20.018131005923294 'sigy': 4.098961542052516 'sigx': 4.883202766309448} |
Yes | fval = 10650.2174743 {'A': 454917.02672682033 'bg': 611.0591621248678 'angle': -24.262914713071837 'muy': 20.608473744078925 'mux': 20.0181281847428 'sigy': 4.098957468647641 'sigx': 4.883207350418244} |
Yes | No |
| 20 | fval = 42253.5062368 {'A': 1247740.29406449 'bg': 648.5195788289112 'angle': -31.775418513179076 'muy': 20.9273700132327 'mux': 20.61891841279177 'sigy': 4.332325134518958 'sigx': 5.290521845689175} |
Yes | fval = 42253.5062376 {'A': 1247740.4289249901 'bg': 648.5194137481546 'angle': -31.775312043438007 'muy': 20.927369705775664 'mux': 20.618919306229234 'sigy': 4.332325465960032 'sigx': 5.290518069241512} |
Yes | No |
| 21 | fval = 7800.06134809 {'A': 339635.4256425956 'bg': 599.445381549316 'angle': -28.316344768643205 'muy': 20.418671753837884 'mux': 20.14162161272486 'sigy': 4.080722479609732 'sigx': 4.944232085345582} |
Yes | fval = 7800.0613482 {'A': 339635.6316690559 'bg': 599.4454178466127 'angle': -28.31593725079665 'muy': 20.418674292654757 'mux': 20.14163411117907 'sigy': 4.080721308516051 'sigx': 4.944228809885553} |
Yes | No |
| 22 | fval = 2691.32143359 {'A': 11531.979063474304 'bg': 571.6804495460534 'angle': 17.753898625873845 'muy': 20.544546583514432 'mux': 25.248673568548273 'sigy': 4.562988664359767 'sigx': 5.1249257343406915} |
Yes | fval = 2691.32143244 {'A': 11531.618825405401 'bg': 571.6803722290349 'angle': 17.763403542972995 'muy': 20.54449291866988 'mux': 25.24866481054502 'sigy': 4.562888870011636 'sigx': 5.124959686954614} |
Yes | Maybe* |
| 23 | fval = 9121.895719 {'A': 384903.90541824716 'bg': 600.071553869503 'angle': -28.554169424319667 'muy': 20.116014838587393 'mux': 20.527557354100754 'sigy': 4.157478592503187 'sigx': 5.0602417469584} |
Yes | fval = 9121.89571952 {'A': 384903.3192244213 'bg': 600.0707714951126 'angle': -28.555258327219654 'muy': 20.116017611253604 'mux': 20.527589315564626 'sigy': 4.157476975596071 'sigx': 5.06023364743324} |
Yes | No |
| 24 | False |
- | False |
- | Yes |
| 25 | False |
- | False |
- | Yes |
| 26 | N/A |
- | N/A |
- | Border |
| 27 | fval = 158635.492056 {'A': 4755186.972049388 'bg': 817.710091916564 'angle': -14.335336283339558 'muy': 20.702638747414024 'mux': 20.468195757583572 'sigy': 4.030161743320317 'sigx': 5.016437669674367} |
Yes | fval = 158635.492056 {'A': 4755187.13309057 'bg': 817.710084278245 'angle': -14.335342088668952 'muy': 20.702638594781725 'mux': 20.468195534949217 'sigy': 4.030161855437403 'sigx': 5.016437504780601} |
Yes | No |
| 28 | False |
- | False |
- | Yes |
| 29 | N/A |
- | N/A |
- | Yes (Border) |
| 30 | fval = 4730.28737714 {'A': 221648.16244415983 'bg': 565.5254987621598 'angle': -20.057313309873365 'muy': -24.619690830644288 'mux': 21.859940217961046 'sigy': 14.061872184162592 'sigx': 4.16667977659773} |
No | fval = 4730.28737714 {'A': 221648.16244415983 'bg': 565.5254987621598 'angle': -20.057313309873365 'muy': -24.619690830644288 'mux': 21.859940217961046 'sigy': 14.061872184162592 'sigx': 4.16667977659773} |
No | Yes |
| 31 | fval = 46791.7008351 {'A': 732627.1282683008 'bg': 697.5547581602436 'angle': -89.99999999999903 'muy': 20.56922514681664 'mux': 20.328924261179086 'sigy': 4.71064666922819 'sigx': 4.512853355049917} |
Yes | fval = 46791.7008337 {'A': 732627.2267353914 'bg': 697.5546352952638 'angle': -89.99999999992897 'muy': 20.56922926843171 'mux': 20.32893120453606 'sigy': 4.7106414007324595 'sigx': 4.512853262308565} |
Yes | No |
| 32 | fval = 2702.20303182 {'A': 23692.66263572543 'bg': 577.3992575746125 'angle': -14.918186124736707 'muy': 5.398620091547762 'mux': 41.36462277632608 'sigy': 4.029794154091341 'sigx': 5.532377233259187} |
Yes | fval = 2702.20303182 {'A': 23692.66263572543 'bg': 577.3992575746125 'angle': -14.918186124736707 'muy': 5.398620091547762 'mux': 41.36462277632608 'sigy': 4.029794154091341 'sigx': 5.532377233259187} |
Yes | Maybe* |
| 33 | fval = 9833.97893579 {'A': 491989.24580358044 'bg': 611.5441512128597 'angle': -26.72840609058195 'muy': 20.20607973606682 'mux': 20.260319149964648 'sigy': 3.9631044083838436 'sigx': 4.744638298182633} |
Yes | fval = 9833.97893579 {'A': 491989.2792716845 'bg': 611.5442018814086 'angle': -26.72840189946622 'muy': 20.206078161078008 'mux': 20.260319267607027 'sigy': 3.963102774997116 'sigx': 4.744637461983109} |
Yes | No |
| 34 | fval = 6885.97347282 {'A': 356483.95987783314 'bg': 602.6648428923478 'angle': -14.116851841123932 'muy': 20.780109778854868 'mux': 20.49262447110312 'sigy': 3.780584773332204 'sigx': 4.422185650312604} |
Yes | fval = 6885.97347279 {'A': 356484.0109419419 'bg': 602.664952950874 'angle': -14.11700575275718 'muy': 20.78011016920337 'mux': 20.492627522835953 'sigy': 3.7805839540956954 'sigx': 4.422182305279126} |
Yes | No |
| 35 | fval = 2013.28997399 {'A': 88375.08900330213 'bg': 588.2308451656055 'angle': 68.75886688374754 'muy': 19.08237599116255 'mux': 19.256862757787975 'sigy': 4.335477459164802 'sigx': 3.701475632446458} |
Yes | fval = 2013.28997468 {'A': 88375.33608561366 'bg': 588.2306214945208 'angle': 68.75918466000323 'muy': 19.082382388024058 'mux': 19.25686709799509 'sigy': 4.335493165022152 'sigx': 3.70149316867755} |
Yes | No |
| 36 | fval = 2268.84391988 {'A': 73732.5548872796 'bg': 572.4338932045782 'angle': -0.8281937978807719 'muy': -5.804931067472619 'mux': 40.43279856055955 'sigy': 11.937550638969329 'sigx': 0.3934422678456985} |
No | fval = 2268.84391988 {'A': 73732.5548872796 'bg': 572.4338932045782 'angle': -0.8281937978807719 'muy': -5.804931067472619 'mux': 40.43279856055955 'sigy': 11.937550638969329 'sigx': 0.3934422678456985} |
No | Yes |
| 37 | N/A |
- | N/A |
- | Yes (Border) |
| 38 | fval = 2855.2457798 {'A': 64722.48757131264 'bg': 559.9183382459357 'angle': 89.99999318802617 'muy': 6.364964587661999 'mux': -38.19419424409231 'sigy': 51.02161332523268 'sigx': 16.18952838497707} |
No | fval = 2855.2457798 {'A': 64722.48757131264 'bg': 559.9183382459357 'angle': 89.99999318802617 'muy': 6.364964587661999 'mux': -38.19419424409231 'sigy': 51.02161332523268 'sigx': 16.18952838497707} |
No | Yes |
| 39 | fval = 2111.00646274 {'A': 27425.95155639346 'bg': 583.0661842458708 'angle': -45.510305630286354 'muy': 21.575805763536057 'mux': 16.682813182397368 'sigy': 5.7867174414620655 'sigx': 4.295691753412272} |
Yes | fval = 2111.00646729 {'A': 27425.75222830647 'bg': 583.0664040488831 'angle': 44.48453318210619 'muy': 21.575940206957434 'mux': 16.682858625977364 'sigy': 4.295595324623022 'sigx': 5.786724499724386} |
Yes | Maybe* |
| 40 | False |
- | False |
- | Yes |
| 41 | fval = 2337.77365552 {'A': 94957.43740917309 'bg': 580.4064559928429 'angle': 79.03580381596512 'muy': 20.830148289444985 'mux': 20.046954361231574 'sigy': 4.053973256330512 'sigx': 3.550648047066906} |
Yes | fval = 2337.7736565 {'A': 94957.44988412253 'bg': 580.4064023360836 'angle': 79.03557723996062 'muy': 20.8301560574187 'mux': 20.046971592204713 'sigy': 4.053969309512219 'sigx': 3.550660328478897} |
Yes | No |
| 42 | fval = 2504.57152591 {'A': 10272.737434459603 'bg': 567.0091697550785 'angle': -67.25500054246871 'muy': 17.798070870164405 'mux': 23.622121254283364 'sigy': 4.088761143456511 'sigx': 3.54771194038689} |
Yes | fval = 2504.57152426 {'A': 10272.855236881902 'bg': 567.0095673345189 'angle': -67.2630978749066 'muy': 17.798199961327295 'mux': 23.622115176640907 'sigy': 4.08873792780044 'sigx': 3.5477995711581687} |
Yes | Maybe* |
| 43 | N/A |
- | N/A |
- | Double |
| 44 | N/A |
- | N/A |
- | Double |
| 45 | fval = 2294.02926966 {'A': 116526.34285249427 'bg': 590.433936411766 'angle': 73.17301385436005 'muy': 20.726632673767654 'mux': 19.839375327836393 'sigy': 4.235515388108135 'sigx': 3.564823560678305} |
Yes | fval = 2294.02926952 {'A': 116526.57605195667 'bg': 590.4335825446319 'angle': 73.17227242719983 'muy': 20.726628457743693 'mux': 19.839379402120407 'sigy': 4.235537300404976 'sigx': 3.564815882379967} |
Yes | No |
| 46 | False |
- | False |
- | Yes |
| 47 | False |
- | False |
- | Yes |
| 48 | fval = 19966.8353575 {'A': 679286.8732433093 'bg': 629.2652094419865 'angle': -89.99999999999015 'muy': 20.40807822018856 'mux': 20.31592291902525 'sigy': 4.362162577010625 'sigx': 4.111471992859492} |
Yes | fval = 19966.8353562 {'A': 679285.9768514354 'bg': 629.2657871476657 'angle': -89.99999999994024 'muy': 20.408091714859992 'mux': 20.315918923920602 'sigy': 4.362177872610793 'sigx': 4.11147450652823} |
Yes | No |
| 49 | fval = 2157.56344307 {'A': -447029.1600018435 'bg': 592.0877001234893 'angle': 80.5096407877173 'muy': -2.5777628040728784 'mux': -127.61348825960064 'sigy': 185.56545105774 'sigx': 26.859019217144457} |
No | fval = 2149.97592331 {'A': 63370.960399583266 'bg': 582.1255944524843 'angle': -58.54106234206651 'muy': -33.206071496625604 'mux': 91.63672897658864 'sigy': 28.673781285362946 'sigx': 1.6162604192102121} |
No | Yes |
| 50 | fval = 3414.52400202 {'A': 149567.4591222262 'bg': 582.6092707551805 'angle': 3.3394501897008695 'muy': 13.117873260436346 'mux': -19.526151197506664 'sigy': 3.7209561701434013 'sigx': 9.446896017054396} |
No | fval = 3414.52400202 {'A': 149567.4591222262 'bg': 582.6092707551805 'angle': 3.3394501897008695 'muy': 13.117873260436346 'mux': -19.526151197506664 'sigy': 3.7209561701434013 'sigx': 9.446896017054396} |
No | Yes |
| 51 | fval = 6955.52891449 {'A': 417098.16608775116 'bg': 600.4752917208237 'angle': -4.16171120703693 'muy': 20.3910682809323 'mux': 20.47557624908281 'sigy': 3.5350525336010077 'sigx': 3.982835263434713} |
Yes | fval = 6955.52891399 {'A': 417098.3873601022 'bg': 600.4752058811624 'angle': -4.162013825825085 'muy': 20.391069580378378 'mux': 20.475578879097156 'sigy': 3.535054931780533 'sigx': 3.98283412267473} |
Yes | No |
| 52 | fval = 1449.24038795 {'A': 309.51503314810816 'bg': 590.3265201996733 'angle': -43.3268187537511 'muy': 19.51089884461597 'mux': 19.48017602282 'sigy': 0.002991666963970564 'sigx': 0.4471068237148437} |
No | fval = 10748.8701963 {'A': 619443.5353143102 'bg': 590.6236867305064 'angle': -9.410132797414064 'muy': 21.125580115423677 'mux': 42.185855541492025 'sigy': 4.303226138704186 'sigx': 0.35920318930680056} |
No | Yes |
| 53 | fval = 4272.0939862 {'A': 277938.8098818659 'bg': 595.9706635365912 'angle': -10.737680354039597 'muy': 20.393664626418406 'mux': 20.456086285479902 'sigy': 3.4541235248671773 'sigx': 3.924186953514024} |
Yes | fval = 4272.09398639 {'A': 277938.7511786992 'bg': 595.9704370194719 'angle': -10.737735838171048 'muy': 20.393663603633044 'mux': 20.45609123315205 'sigy': 3.4541235038618705 'sigx': 3.9241865484882306} |
Yes | No |
| 54 | False |
- | False |
- | Yes |
| 55 | N/A |
- | N/A |
- | Maybe* |
| 56 | N/A |
- | N/A |
- | Maybe* |
| 57 | False |
- | False |
- | Yes |
| 58 | False |
- | False |
- | Yes |
| 59 | fval = 4418.04473129 {'A': 164681.39447219475 'bg': 596.9978973726122 'angle': -17.139428958270983 'muy': 20.95876182698452 'mux': 19.85543708988008 'sigy': 3.362686643959178 'sigx': 3.8397169861984675} |
Yes | fval = 4418.04473092 {'A': 164681.70264208983 'bg': 596.9983092338543 'angle': -17.139283027085767 'muy': 20.95874990297424 'mux': 19.85543354503498 'sigy': 3.362700863885353 'sigx': 3.8397229801429376} |
Yes | No |
| 60 | fval = 4610.60039396 {'A': 319708.85994253994 'bg': 613.5327931782713 'angle': -43.899247300098914 'muy': 20.56405919731121 'mux': 20.2286201106887 'sigy': 3.863725657398556 'sigx': 4.590393234638932} |
Yes | fval = 4610.60039242 {'A': 319709.0369339089 'bg': 613.5326856086838 'angle': -43.8986229767998 'muy': 20.564062096726804 'mux': 20.22862210475931 'sigy': 3.8637277441432594 'sigx': 4.590389932093664} |
Yes | No |
| 61 | fval = 2752.10117909 {'A': 182631.2835645885 'bg': 591.2215407590191 'angle': 70.25893214037794 'muy': 20.300980003176942 'mux': 20.249409688492452 'sigy': 3.7858562204114055 'sigx': 3.343284269671578} |
Yes | fval = 2752.10117912 {'A': 182631.32074782145 'bg': 591.221275708658 'angle': 70.258827267302 'muy': 20.300980749551663 'mux': 20.249413195195743 'sigy': 3.785856605699093 'sigx': 3.3432813895505653} |
Yes | No |
| 62 | N/A |
- | N/A |
- | Maybe* |
| 63 | N/A |
- | N/A |
- | Maybe* |
| 64 | fval = 6106.741426 {'A': 368886.4848467257 'bg': 631.222423488026 'angle': -47.332371930793755 'muy': 20.674651524614607 'mux': 20.378782564706572 'sigy': 3.8978757331995237 'sigx': 4.628509655256464} |
Yes | fval = 6106.74142659 {'A': 368886.7104259557 'bg': 631.2220920896762 'angle': -47.33223696099 'muy': 20.674649657979227 'mux': 20.378781445996854 'sigy': 3.8978820585150316 'sigx': 4.628511308329306} |
Yes | No |
| 65 | fval = 2840.3448445 {'A': 178891.51949023912 'bg': 592.3312884104407 'angle': 69.62310155761756 'muy': 20.066563304120553 'mux': 20.44847811272047 'sigy': 3.718498789711013 'sigx': 3.3066960525350986} |
Yes | fval = 2840.34484316 {'A': 178891.52944500942 'bg': 592.3309767525319 'angle': 69.62197711498797 'muy': 20.066558132030742 'mux': 20.448474294446438 'sigy': 3.7184972776412057 'sigx': 3.3066906793071618} |
Yes | No |
| 66 | fval = 2720.21432915 {'A': 62735.0146568316 'bg': 586.6536904849952 'angle': 69.07744733692374 'muy': 19.90920939981935 'mux': 20.42074852699166 'sigy': 3.5139394282350884 'sigx': 3.181286853701267} |
Yes | fval = 2720.21432915 {'A': 62735.04727157366 'bg': 586.6537272044337 'angle': 69.07737862566472 'muy': 19.909209290961513 'mux': 20.4207456324564 'sigy': 3.5139402000949835 'sigx': 3.1812892894597713} |
Yes | No |
| 67 | fval = 1425.16396008 {'A': 284.46911576243605 'bg': 585.5122090328953 'angle': -43.084958274948534 'muy': 19.51559938866986 'mux': 19.48514938830806 'sigy': 0.008321423268200276 'sigx': 1.2265775936045302} |
No | False |
- | Yes |
| 68 | fval = 2819.87433342 {'A': 71930.52867544629 'bg': 569.7278298993738 'angle': 67.11438535628906 'muy': 53.464930984669095 'mux': 20.241651513975683 'sigy': 2.688899600194102 'sigx': 8.150937814609495} |
No | fval = 2819.87433342 {'A': 71930.52867544629 'bg': 569.7278298993738 'angle': 67.11438535628906 'muy': 53.464930984669095 'mux': 20.241651513975683 'sigy': 2.688899600194102 'sigx': 8.150937814609495} |
No | Yes |
| 69 | fval = 2836.12587412 {'A': 22466.299254350273 'bg': 580.2194181831599 'angle': -46.246931857035875 'muy': 36.47658732160413 'mux': 28.66750901349609 'sigy': 3.2569428964990705 'sigx': 4.009772406205779} |
Yes | fval = 2836.12587412 {'A': 22466.299254350273 'bg': 580.2194181831599 'angle': -46.246931857035875 'muy': 36.47658732160413 'mux': 28.66750901349609 'sigy': 3.2569428964990705 'sigx': 4.009772406205779} |
Yes | Maybe* |
| 70 | fval = 44468.3064189 {'A': 1734183.5298197176 'bg': 674.403344625776 'angle': -2.8281925002770976 'muy': 20.515877704627304 'mux': 20.272017303721714 'sigy': 3.4083138464589795 'sigx': 3.690128478218381} |
Yes | fval = 44468.3064189 {'A': 1734183.462712506 'bg': 674.4030654466023 'angle': -2.828108145916488 'muy': 20.515876983732056 'mux': 20.272016656907443 'sigy': 3.4083134988883392 'sigx': 3.69012771112927} |
Yes | No |
| 71 | fval = 3179.47849754 {'A': 114277.94811849804 'bg': 571.1639721160285 'angle': 29.765867143661524 'muy': -1.5572919095303352 'mux': 39.113353708695975 'sigy': 5.385604774893013 'sigx': -0.2554914264279753} |
No | fval = 3179.47849754 {'A': 114277.94811849804 'bg': 571.1639721160285 'angle': 29.765867143661524 'muy': -1.5572919095303352 'mux': 39.113353708695975 'sigy': 5.385604774893013 'sigx': -0.2554914264279753} |
No | Yes |
| 72 | N/A |
- | N/A |
- | Maybe* |
| 73 | N/A |
- | N/A |
- | Maybe* |
| 74 | fval = 1732.10676118 {'A': 93537.18505703179 'bg': 586.6083313562021 'angle': 54.81841411571105 'muy': 20.547959159788054 'mux': 20.310717549063604 'sigy': 3.861048381504733 'sigx': 3.33456207604897} |
Yes | fval = 1732.1067618 {'A': 93537.0877499103 'bg': 586.6085107374079 'angle': 54.8187339732178 'muy': 20.547957646384514 'mux': 20.31072545483871 'sigy': 3.861047060659338 'sigx': 3.33456902607316} |
Yes | No |
| 75 | fval = 3108.32833166 {'A': -2421536.2915422926 'bg': 576.1104140928438 'angle': -31.67448182109741 'muy': 12.927188258162724 'mux': 25.768624643445065 'sigy': 2.9345194281568263 'sigx': 26311.212292698896} |
No | False |
- | Yes |
| 76 | False |
- | False |
- | Yes |
| 77 | N/A |
- | N/A |
- | Yes (Border) |
| 78 | N/A |
- | N/A |
- | Yes (Border) |
| 79 | N/A |
- | N/A |
- | Yes (Border) |
| 80 | N/A |
- | N/A |
- | Border |
| 81 | N/A |
- | N/A |
- | Border |
| Totals | 49/66 (Success/PyMinuit Totals) | 32/32 (Physical/Stars) | 45/66 (Success/iMinuit Totals) | 32/32 (Physical/Stars) | 32/66 (Starts/Minuit Totals) |
Obs2. Fisical Results are those where the star center (mux muy) lay inside the frame [0,41]**2 and sigmas lay in the range [1,7] (optimum focus should produce sigma close to 2)
* Maybe indicates stars with a hotpixel or faintstars with a hotpixel close to the object.
| Feature | Seal Minuit | iMinuit |
| Function Minimum Structure | isValid fval edm nfcn |
All |
| MnContours | MnContours operator contour |
Equivalent mncontour contour |
| MnEigen | MnEigen operator |
|
| MnHesse | MnHesse operator |
equivalent hesse |
| MnMachinePrecision | MnMachinePrecision setPrecision |
|
| MnMigrad | MnMigrad operator VariableMetricMinimizer minimize |
equivalent migrad |
| MnMinimize | MnMinimize | No Simplex |
| MnMinos | MnMinos operator minos |
equivalent minos |
| MnScan | scan ScanMinimizer |
similar mnprofile _no ScanMinimizer _ |
| MnSimplex | MnSimplex operator SimplexMinimizer minimize |
No Simplex |
| MnStrategy | MnStrategy set___Strategy |
strategy set_strategy |
| MnUserCovariance | MnUserCovariance operator |
_no UserCovariance _ |
| MnUserParameters | add setValue setError fix release setLimits setUpperLimit setLowerLimit removeLimits value error index name |
equivalent values errors is_fixed has_limits number name |
| MnUserParameterState | MnUserParameterState parameters covariance globalCC |
equivalent parameters covariance gcc |
| MnPrint | operator | not needed |
- PyMinuit: best of 3: 13.9 s per loop
- iMinuit: best of 3: 11 s per loop
- iMinuit is easier to install than PyMinuit
- iMinuit is faster than PyMinuit
- iMinuit have more features than minuit (e.g. export to LaTeX and fake functions)
- Both detected and successfully minimized a 2D Gaussian on all the stars with same parameters
- PyMinuit "accidentely" fitted more Hot Pixels than iMinuit
- PyMinuit includes Simplex and Scan methods, which are not available on iMinuit
- PyMinuit is more stable - annoing bug in latest version cause segfault it limits, steps, ... are not set
| LogBookForm | |
|---|---|
| Subject | Minuit and iMinuit analysis |
| Status | choice-no |
Physics Webpages
•
RHUL Webpages
•
Campus Connect
•
Royal Holloway, University of London, Egham, Surrey TW20 0EX; Tel/Fax +44 (0)1784 434455/437520
Topic revision: r5 - 09 Sep 2013 - PedroPaiva
Site map
CM web
Groups
Index
Search
Changes
Notifications
RSS Feed
Statistics
Preferences
Copyright © 2008-2023 by the contributing authors. All material on this collaboration platform is the property of the contributing authors. Ideas, requests, problems regarding RHUL Physics Department TWiki? Send feedback