init para = 78.7511 0.715286 3.69401e-06 0 0.07
Initial value -----------------------------------
PreCalc R0    = 70
PreCalc sigma = 2
PreCalc phi   = 6e-07
PreCalc kB    = 0.07
PreCalc E0    = 93.6376
original fit results -----------------------------------
Orig Fit R0    = 70
Orig Fit sigma = 2
Orig Fit phi   = 6e-07
Orig Fit kB    = 0.07
Orig  E0       = 93.6376
my fit results -----------------------------------
MyF_Min R0 = 70.4327 +/- 73.935
MyF_Min sigma = 3.10819 +/- 11.4628
MyF_Min phi0 = 2.24332e-06 +/- 61.5249
MyF_Min kb = 0.327524 +/- 0.326791
MyF_Min E0    = 93.9695
stage=  0, paran=0, tlv=    1, R0=      70, minR0=      70, sigma=       2, minsigma=       2, phi0=      10, minphi0=      10, birks=    0.07, minbirks=    0.07,  logL=2.079e+04, MinLogL=   1e+07
stage=  0, paran=1, tlv=    2, R0=      70, minR0=      70, sigma=       3, minsigma=       2, phi0=      10, minphi0=      10, birks=    0.07, minbirks=    0.07,  logL=2.264e+04, MinLogL=2.079e+04
stage=  0, paran=1, tlv=    3, R0=      70, minR0=      70, sigma=       1, minsigma=       2, phi0=      10, minphi0=      10, birks=    0.07, minbirks=    0.07,  logL=1.918e+04, MinLogL=2.079e+04
stage=  0, paran=2, tlv=    4, R0=      70, minR0=      70, sigma=       1, minsigma=       1, phi0=      15, minphi0=      10, birks=    0.07, minbirks=    0.07,  logL=    2486, MinLogL=1.918e+04
stage=  0, paran=2, tlv=    5, R0=      70, minR0=      70, sigma=       1, minsigma=       1, phi0=       5, minphi0=      15, birks=    0.07, minbirks=    0.07,  logL=5.553e+04, MinLogL=    2486
stage=  0, paran=3, tlv=    6, R0=      70, minR0=      70, sigma=       1, minsigma=       1, phi0=      15, minphi0=      15, birks=   0.105, minbirks=    0.07,  logL=    3663, MinLogL=    2486
stage=  0, paran=3, tlv=    7, R0=      70, minR0=      70, sigma=       1, minsigma=       1, phi0=      15, minphi0=      15, birks=   0.035, minbirks=    0.07,  logL=    2390, MinLogL=    2486
stage=  0, paran=0, tlv=    8, R0=      80, minR0=      70, sigma=       1, minsigma=       1, phi0=      15, minphi0=      15, birks=   0.035, minbirks=   0.035,  logL=6.795e+04, MinLogL=    2390
stage=  0, paran=0, tlv=    9, R0=      60, minR0=      70, sigma=       1, minsigma=       1, phi0=      15, minphi0=      15, birks=   0.035, minbirks=   0.035,  logL=5.098e+04, MinLogL=    2390
stage=  1, paran=1, tlv=   10, R0=      70, minR0=      70, sigma=     1.5, minsigma=       1, phi0=      15, minphi0=      15, birks=   0.035, minbirks=   0.035,  logL=    1200, MinLogL=    2390
stage=  1, paran=1, tlv=   11, R0=      70, minR0=      70, sigma=     0.5, minsigma=     1.5, phi0=      15, minphi0=      15, birks=   0.035, minbirks=   0.035,  logL=    5019, MinLogL=    1200
stage=  1, paran=2, tlv=   12, R0=      70, minR0=      70, sigma=     1.5, minsigma=     1.5, phi0=    17.5, minphi0=      15, birks=   0.035, minbirks=   0.035,  logL=    1550, MinLogL=    1200
stage=  1, paran=2, tlv=   13, R0=      70, minR0=      70, sigma=     1.5, minsigma=     1.5, phi0=    12.5, minphi0=      15, birks=   0.035, minbirks=   0.035,  logL=    6203, MinLogL=    1200
stage=  1, paran=3, tlv=   14, R0=      70, minR0=      70, sigma=     1.5, minsigma=     1.5, phi0=      15, minphi0=      15, birks=  0.0525, minbirks=   0.035,  logL=    1552, MinLogL=    1200
stage=  1, paran=3, tlv=   15, R0=      70, minR0=      70, sigma=     1.5, minsigma=     1.5, phi0=      15, minphi0=      15, birks=  0.0175, minbirks=   0.035,  logL=    1214, MinLogL=    1200
stage=  1, paran=0, tlv=   16, R0=      75, minR0=      70, sigma=     1.5, minsigma=     1.5, phi0=      15, minphi0=      15, birks=   0.035, minbirks=   0.035,  logL=1.451e+04, MinLogL=    1200
stage=  1, paran=0, tlv=   17, R0=      65, minR0=      70, sigma=     1.5, minsigma=     1.5, phi0=      15, minphi0=      15, birks=   0.035, minbirks=   0.035,  logL=2.375e+04, MinLogL=    1200
stage=  2, paran=1, tlv=   18, R0=      70, minR0=      70, sigma=    1.75, minsigma=     1.5, phi0=      15, minphi0=      15, birks=   0.035, minbirks=   0.035,  logL=    1027, MinLogL=    1200
stage=  2, paran=1, tlv=   19, R0=      70, minR0=      70, sigma=    1.25, minsigma=    1.75, phi0=      15, minphi0=      15, birks=   0.035, minbirks=   0.035,  logL=    1628, MinLogL=    1027
stage=  2, paran=2, tlv=   20, R0=      70, minR0=      70, sigma=    1.75, minsigma=    1.75, phi0=   16.25, minphi0=      15, birks=   0.035, minbirks=   0.035,  logL=   320.1, MinLogL=    1027
stage=  2, paran=2, tlv=   21, R0=      70, minR0=      70, sigma=    1.75, minsigma=    1.75, phi0=   13.75, minphi0=   16.25, birks=   0.035, minbirks=   0.035,  logL=    3041, MinLogL=   320.1
stage=  2, paran=3, tlv=   22, R0=      70, minR0=      70, sigma=    1.75, minsigma=    1.75, phi0=   16.25, minphi0=   16.25, birks= 0.04375, minbirks=   0.035,  logL=   268.5, MinLogL=   320.1
stage=  2, paran=3, tlv=   23, R0=      70, minR0=      70, sigma=    1.75, minsigma=    1.75, phi0=   16.25, minphi0=   16.25, birks= 0.02625, minbirks= 0.04375,  logL=   475.9, MinLogL=   268.5
stage=  2, paran=0, tlv=   24, R0=    72.5, minR0=      70, sigma=    1.75, minsigma=    1.75, phi0=   16.25, minphi0=   16.25, birks= 0.04375, minbirks= 0.04375,  logL=    3291, MinLogL=   268.5
stage=  2, paran=0, tlv=   25, R0=    67.5, minR0=      70, sigma=    1.75, minsigma=    1.75, phi0=   16.25, minphi0=   16.25, birks= 0.04375, minbirks= 0.04375,  logL=    6778, MinLogL=   268.5
stage=  3, paran=1, tlv=   26, R0=      70, minR0=      70, sigma=   1.875, minsigma=    1.75, phi0=   16.25, minphi0=   16.25, birks= 0.04375, minbirks= 0.04375,  logL=     206, MinLogL=   268.5
stage=  3, paran=1, tlv=   27, R0=      70, minR0=      70, sigma=   1.625, minsigma=   1.875, phi0=   16.25, minphi0=   16.25, birks= 0.04375, minbirks= 0.04375,  logL=     379, MinLogL=     206
stage=  3, paran=2, tlv=   28, R0=      70, minR0=      70, sigma=   1.875, minsigma=   1.875, phi0=   16.88, minphi0=   16.25, birks= 0.04375, minbirks= 0.04375,  logL=     145, MinLogL=     206
stage=  3, paran=2, tlv=   29, R0=      70, minR0=      70, sigma=   1.875, minsigma=   1.875, phi0=   15.62, minphi0=   16.88, birks= 0.04375, minbirks= 0.04375,  logL=   579.7, MinLogL=     145
stage=  3, paran=3, tlv=   30, R0=      70, minR0=      70, sigma=   1.875, minsigma=   1.875, phi0=   16.88, minphi0=   16.88, birks= 0.04813, minbirks= 0.04375,  logL=   102.3, MinLogL=     145
stage=  3, paran=3, tlv=   31, R0=      70, minR0=      70, sigma=   1.875, minsigma=   1.875, phi0=   16.88, minphi0=   16.88, birks= 0.03938, minbirks= 0.04813,  logL=   211.1, MinLogL=   102.3
stage=  3, paran=0, tlv=   32, R0=   71.25, minR0=      70, sigma=   1.875, minsigma=   1.875, phi0=   16.88, minphi0=   16.88, birks= 0.04813, minbirks= 0.04813,  logL=   955.7, MinLogL=   102.3
stage=  3, paran=0, tlv=   33, R0=   68.75, minR0=      70, sigma=   1.875, minsigma=   1.875, phi0=   16.88, minphi0=   16.88, birks= 0.04813, minbirks= 0.04813,  logL=    1315, MinLogL=   102.3
stage=  4, paran=1, tlv=   34, R0=      70, minR0=      70, sigma=   1.938, minsigma=   1.875, phi0=   16.88, minphi0=   16.88, birks= 0.04813, minbirks= 0.04813,  logL=    75.6, MinLogL=   102.3
stage=  4, paran=1, tlv=   35, R0=      70, minR0=      70, sigma=   1.812, minsigma=   1.938, phi0=   16.88, minphi0=   16.88, birks= 0.04813, minbirks= 0.04813,  logL=   139.3, MinLogL=    75.6
stage=  4, paran=2, tlv=   36, R0=      70, minR0=      70, sigma=   1.938, minsigma=   1.938, phi0=   17.19, minphi0=   16.88, birks= 0.04813, minbirks= 0.04813,  logL=   115.5, MinLogL=    75.6
stage=  4, paran=2, tlv=   37, R0=      70, minR0=      70, sigma=   1.938, minsigma=   1.938, phi0=   16.56, minphi0=   16.88, birks= 0.04813, minbirks= 0.04813,  logL=   112.2, MinLogL=    75.6
stage=  4, paran=3, tlv=   38, R0=      70, minR0=      70, sigma=   1.938, minsigma=   1.938, phi0=   16.88, minphi0=   16.88, birks= 0.05031, minbirks= 0.04813,  logL=   66.96, MinLogL=    75.6
stage=  4, paran=3, tlv=   39, R0=      70, minR0=      70, sigma=   1.938, minsigma=   1.938, phi0=   16.88, minphi0=   16.88, birks= 0.04594, minbirks= 0.05031,  logL=   89.45, MinLogL=   66.96
stage=  4, paran=0, tlv=   40, R0=   70.62, minR0=      70, sigma=   1.938, minsigma=   1.938, phi0=   16.88, minphi0=   16.88, birks= 0.05031, minbirks= 0.05031,  logL=   326.9, MinLogL=   66.96
stage=  4, paran=0, tlv=   41, R0=   69.38, minR0=      70, sigma=   1.938, minsigma=   1.938, phi0=   16.88, minphi0=   16.88, birks= 0.05031, minbirks= 0.05031,  logL=   304.8, MinLogL=   66.96
stage=  5, paran=1, tlv=   42, R0=      70, minR0=      70, sigma=   1.969, minsigma=   1.938, phi0=   16.88, minphi0=   16.88, birks= 0.05031, minbirks= 0.05031,  logL=   59.33, MinLogL=   66.96
stage=  5, paran=1, tlv=   43, R0=      70, minR0=      70, sigma=   1.906, minsigma=   1.969, phi0=   16.88, minphi0=   16.88, birks= 0.05031, minbirks= 0.05031,  logL=   76.87, MinLogL=   59.33
stage=  5, paran=2, tlv=   44, R0=      70, minR0=      70, sigma=   1.969, minsigma=   1.969, phi0=   17.03, minphi0=   16.88, birks= 0.05031, minbirks= 0.05031,  logL=    58.7, MinLogL=   59.33
stage=  5, paran=2, tlv=   45, R0=      70, minR0=      70, sigma=   1.969, minsigma=   1.969, phi0=   16.72, minphi0=   17.03, birks= 0.05031, minbirks= 0.05031,  logL=   78.88, MinLogL=    58.7
stage=  5, paran=3, tlv=   46, R0=      70, minR0=      70, sigma=   1.969, minsigma=   1.969, phi0=   17.03, minphi0=   17.03, birks= 0.05141, minbirks= 0.05031,  logL=   53.09, MinLogL=    58.7
stage=  5, paran=3, tlv=   47, R0=      70, minR0=      70, sigma=   1.969, minsigma=   1.969, phi0=   17.03, minphi0=   17.03, birks= 0.04922, minbirks= 0.05141,  logL=   65.58, MinLogL=   53.09
stage=  5, paran=0, tlv=   48, R0=   70.31, minR0=      70, sigma=   1.969, minsigma=   1.969, phi0=   17.03, minphi0=   17.03, birks= 0.05141, minbirks= 0.05141,  logL=   126.4, MinLogL=   53.09
stage=  5, paran=0, tlv=   49, R0=   69.69, minR0=      70, sigma=   1.969, minsigma=   1.969, phi0=   17.03, minphi0=   17.03, birks= 0.05141, minbirks= 0.05141,  logL=   103.2, MinLogL=   53.09
stage=  6, paran=1, tlv=   50, R0=      70, minR0=      70, sigma=   1.984, minsigma=   1.969, phi0=   17.03, minphi0=   17.03, birks= 0.05141, minbirks= 0.05141,  logL=   49.45, MinLogL=   53.09
stage=  6, paran=1, tlv=   51, R0=      70, minR0=      70, sigma=   1.953, minsigma=   1.984, phi0=   17.03, minphi0=   17.03, birks= 0.05141, minbirks= 0.05141,  logL=   57.27, MinLogL=   49.45
stage=  6, paran=2, tlv=   52, R0=      70, minR0=      70, sigma=   1.984, minsigma=   1.984, phi0=   17.11, minphi0=   17.03, birks= 0.05141, minbirks= 0.05141,  logL=   53.51, MinLogL=   49.45
stage=  6, paran=2, tlv=   53, R0=      70, minR0=      70, sigma=   1.984, minsigma=   1.984, phi0=   16.95, minphi0=   17.03, birks= 0.05141, minbirks= 0.05141,  logL=   50.09, MinLogL=   49.45
stage=  6, paran=3, tlv=   54, R0=      70, minR0=      70, sigma=   1.984, minsigma=   1.984, phi0=   17.03, minphi0=   17.03, birks= 0.05195, minbirks= 0.05141,  logL=   47.37, MinLogL=   49.45
stage=  6, paran=3, tlv=   55, R0=      70, minR0=      70, sigma=   1.984, minsigma=   1.984, phi0=   17.03, minphi0=   17.03, birks= 0.05086, minbirks= 0.05195,  logL=   51.84, MinLogL=   47.37
stage=  6, paran=0, tlv=   56, R0=   70.16, minR0=      70, sigma=   1.984, minsigma=   1.984, phi0=   17.03, minphi0=   17.03, birks= 0.05195, minbirks= 0.05195,  logL=   68.18, MinLogL=   47.37
stage=  6, paran=0, tlv=   57, R0=   69.84, minR0=      70, sigma=   1.984, minsigma=   1.984, phi0=   17.03, minphi0=   17.03, birks= 0.05195, minbirks= 0.05195,  logL=   57.52, MinLogL=   47.37
stage=  7, paran=1, tlv=   58, R0=      70, minR0=      70, sigma=   1.992, minsigma=   1.984, phi0=   17.03, minphi0=   17.03, birks= 0.05195, minbirks= 0.05195,  logL=   45.88, MinLogL=   47.37
stage=  7, paran=1, tlv=   59, R0=      70, minR0=      70, sigma=   1.977, minsigma=   1.992, phi0=   17.03, minphi0=   17.03, birks= 0.05195, minbirks= 0.05195,  logL=      49, MinLogL=   45.88
stage=  7, paran=2, tlv=   60, R0=      70, minR0=      70, sigma=   1.992, minsigma=   1.992, phi0=   17.07, minphi0=   17.03, birks= 0.05195, minbirks= 0.05195,  logL=   46.66, MinLogL=   45.88
stage=  7, paran=2, tlv=   61, R0=      70, minR0=      70, sigma=   1.992, minsigma=   1.992, phi0=   16.99, minphi0=   17.03, birks= 0.05195, minbirks= 0.05195,  logL=   46.29, MinLogL=   45.88
stage=  7, paran=3, tlv=   62, R0=      70, minR0=      70, sigma=   1.992, minsigma=   1.992, phi0=   17.03, minphi0=   17.03, birks= 0.05223, minbirks= 0.05195,  logL=   45.03, MinLogL=   45.88
stage=  7, paran=3, tlv=   63, R0=      70, minR0=      70, sigma=   1.992, minsigma=   1.992, phi0=   17.03, minphi0=   17.03, birks= 0.05168, minbirks= 0.05223,  logL=   46.82, MinLogL=   45.03
stage=  7, paran=0, tlv=   64, R0=   70.08, minR0=      70, sigma=   1.992, minsigma=   1.992, phi0=   17.03, minphi0=   17.03, birks= 0.05223, minbirks= 0.05223,  logL=   51.18, MinLogL=   45.03
stage=  7, paran=0, tlv=   65, R0=   69.92, minR0=      70, sigma=   1.992, minsigma=   1.992, phi0=   17.03, minphi0=   17.03, birks= 0.05223, minbirks= 0.05223,  logL=   46.63, MinLogL=   45.03
stage=  8, paran=1, tlv=   66, R0=      70, minR0=      70, sigma=   1.996, minsigma=   1.992, phi0=   17.03, minphi0=   17.03, birks= 0.05223, minbirks= 0.05223,  logL=   44.36, MinLogL=   45.03
stage=  8, paran=1, tlv=   67, R0=      70, minR0=      70, sigma=   1.988, minsigma=   1.996, phi0=   17.03, minphi0=   17.03, birks= 0.05223, minbirks= 0.05223,  logL=   45.72, MinLogL=   44.36
stage=  8, paran=2, tlv=   68, R0=      70, minR0=      70, sigma=   1.996, minsigma=   1.996, phi0=   17.05, minphi0=   17.03, birks= 0.05223, minbirks= 0.05223,  logL=   44.44, MinLogL=   44.36
stage=  8, paran=2, tlv=   69, R0=      70, minR0=      70, sigma=   1.996, minsigma=   1.996, phi0=   17.01, minphi0=   17.03, birks= 0.05223, minbirks= 0.05223,  logL=   44.58, MinLogL=   44.36
stage=  8, paran=3, tlv=   70, R0=      70, minR0=      70, sigma=   1.996, minsigma=   1.996, phi0=   17.03, minphi0=   17.03, birks= 0.05236, minbirks= 0.05223,  logL=   43.98, MinLogL=   44.36
stage=  8, paran=3, tlv=   71, R0=      70, minR0=      70, sigma=   1.996, minsigma=   1.996, phi0=   17.03, minphi0=   17.03, birks= 0.05209, minbirks= 0.05236,  logL=   44.77, MinLogL=   43.98
stage=  8, paran=0, tlv=   72, R0=   70.04, minR0=      70, sigma=   1.996, minsigma=   1.996, phi0=   17.03, minphi0=   17.03, birks= 0.05236, minbirks= 0.05236,  logL=   45.95, MinLogL=   43.98
stage=  8, paran=0, tlv=   73, R0=   69.96, minR0=      70, sigma=   1.996, minsigma=   1.996, phi0=   17.03, minphi0=   17.03, birks= 0.05236, minbirks= 0.05236,  logL=   43.94, MinLogL=   43.98
stage=  9, paran=1, tlv=   74, R0=   69.96, minR0=   69.96, sigma=   1.998, minsigma=   1.996, phi0=   17.03, minphi0=   17.03, birks= 0.05236, minbirks= 0.05236,  logL=   43.69, MinLogL=   43.94
stage=  9, paran=1, tlv=   75, R0=   69.96, minR0=   69.96, sigma=   1.994, minsigma=   1.998, phi0=   17.03, minphi0=   17.03, birks= 0.05236, minbirks= 0.05236,  logL=    44.2, MinLogL=   43.69
stage=  9, paran=2, tlv=   76, R0=   69.96, minR0=   69.96, sigma=   1.998, minsigma=   1.998, phi0=   17.04, minphi0=   17.03, birks= 0.05236, minbirks= 0.05236,  logL=   43.66, MinLogL=   43.69
stage=  9, paran=2, tlv=   77, R0=   69.96, minR0=   69.96, sigma=   1.998, minsigma=   1.998, phi0=   17.02, minphi0=   17.04, birks= 0.05236, minbirks= 0.05236,  logL=    43.8, MinLogL=   43.66
stage=  9, paran=3, tlv=   78, R0=   69.96, minR0=   69.96, sigma=   1.998, minsigma=   1.998, phi0=   17.04, minphi0=   17.04, birks= 0.05243, minbirks= 0.05236,  logL=   43.48, MinLogL=   43.66
stage=  9, paran=3, tlv=   79, R0=   69.96, minR0=   69.96, sigma=   1.998, minsigma=   1.998, phi0=   17.04, minphi0=   17.04, birks= 0.05229, minbirks= 0.05243,  logL=   43.84, MinLogL=   43.48
stage=  9, paran=0, tlv=   80, R0=   69.98, minR0=   69.96, sigma=   1.998, minsigma=   1.998, phi0=   17.04, minphi0=   17.04, birks= 0.05243, minbirks= 0.05243,  logL=   43.21, MinLogL=   43.48
stage=  9, paran=0, tlv=   81, R0=   69.94, minR0=   69.98, sigma=   1.998, minsigma=   1.998, phi0=   17.04, minphi0=   17.04, birks= 0.05243, minbirks= 0.05243,  logL=   44.26, MinLogL=   43.21
stage= 10, paran=1, tlv=   82, R0=   69.98, minR0=   69.98, sigma=   1.999, minsigma=   1.998, phi0=   17.04, minphi0=   17.04, birks= 0.05243, minbirks= 0.05243,  logL=   43.06, MinLogL=   43.21
stage= 10, paran=1, tlv=   83, R0=   69.98, minR0=   69.98, sigma=   1.997, minsigma=   1.999, phi0=   17.04, minphi0=   17.04, birks= 0.05243, minbirks= 0.05243,  logL=   43.35, MinLogL=   43.06
stage= 10, paran=2, tlv=   84, R0=   69.98, minR0=   69.98, sigma=   1.999, minsigma=   1.999, phi0=   17.05, minphi0=   17.04, birks= 0.05243, minbirks= 0.05243,  logL=   43.06, MinLogL=   43.06
stage= 10, paran=2, tlv=   85, R0=   69.98, minR0=   69.98, sigma=   1.999, minsigma=   1.999, phi0=   17.04, minphi0=   17.05, birks= 0.05243, minbirks= 0.05243,  logL=   43.08, MinLogL=   43.06
stage= 10, paran=3, tlv=   86, R0=   69.98, minR0=   69.98, sigma=   1.999, minsigma=   1.999, phi0=   17.05, minphi0=   17.05, birks= 0.05247, minbirks= 0.05243,  logL=   42.97, MinLogL=   43.06
stage= 10, paran=3, tlv=   87, R0=   69.98, minR0=   69.98, sigma=   1.999, minsigma=   1.999, phi0=   17.05, minphi0=   17.05, birks=  0.0524, minbirks= 0.05247,  logL=   43.16, MinLogL=   42.97
stage= 10, paran=0, tlv=   88, R0=   69.99, minR0=   69.98, sigma=   1.999, minsigma=   1.999, phi0=   17.05, minphi0=   17.05, birks= 0.05247, minbirks= 0.05247,  logL=   43.01, MinLogL=   42.97
stage= 10, paran=0, tlv=   89, R0=   69.97, minR0=   69.98, sigma=   1.999, minsigma=   1.999, phi0=   17.05, minphi0=   17.05, birks= 0.05247, minbirks= 0.05247,  logL=   43.05, MinLogL=   42.97
stage= 11, paran=1, tlv=   90, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=   1.999, phi0=   17.05, minphi0=   17.05, birks= 0.05247, minbirks= 0.05247,  logL=    42.9, MinLogL=   42.97
stage= 11, paran=1, tlv=   91, R0=   69.98, minR0=   69.98, sigma=   1.999, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05247, minbirks= 0.05247,  logL=   43.04, MinLogL=    42.9
stage= 11, paran=2, tlv=   92, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05247, minbirks= 0.05247,  logL=    42.9, MinLogL=    42.9
stage= 11, paran=2, tlv=   93, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.04, minphi0=   17.05, birks= 0.05247, minbirks= 0.05247,  logL=    42.9, MinLogL=    42.9
stage= 11, paran=3, tlv=   94, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05248, minbirks= 0.05247,  logL=   42.85, MinLogL=    42.9
stage= 11, paran=3, tlv=   95, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05245, minbirks= 0.05248,  logL=   42.95, MinLogL=   42.85
stage= 11, paran=0, tlv=   96, R0=   69.99, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05248, minbirks= 0.05248,  logL=   42.85, MinLogL=   42.85
stage= 11, paran=0, tlv=   97, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05248, minbirks= 0.05248,  logL=   42.88, MinLogL=   42.85
stage= 12, paran=1, tlv=   98, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05248, minbirks= 0.05248,  logL=   42.82, MinLogL=   42.85
stage= 12, paran=1, tlv=   99, R0=   69.98, minR0=   69.98, sigma=   1.999, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05248, minbirks= 0.05248,  logL=   42.89, MinLogL=   42.82
stage= 12, paran=2, tlv=  100, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05248, minbirks= 0.05248,  logL=   42.82, MinLogL=   42.82
stage= 12, paran=2, tlv=  101, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.04, minphi0=   17.05, birks= 0.05248, minbirks= 0.05248,  logL=   42.82, MinLogL=   42.82
stage= 12, paran=3, tlv=  102, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05249, minbirks= 0.05248,  logL=   42.79, MinLogL=   42.82
stage= 12, paran=3, tlv=  103, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05247, minbirks= 0.05249,  logL=   42.84, MinLogL=   42.79
stage= 12, paran=0, tlv=  104, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05249, minbirks= 0.05249,  logL=   42.79, MinLogL=   42.79
stage= 12, paran=0, tlv=  105, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05249, minbirks= 0.05249,  logL=   42.81, MinLogL=   42.79
stage= 13, paran=1, tlv=  106, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05249, minbirks= 0.05249,  logL=   42.77, MinLogL=   42.79
stage= 13, paran=1, tlv=  107, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05249, minbirks= 0.05249,  logL=   42.81, MinLogL=   42.77
stage= 13, paran=2, tlv=  108, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05249, minbirks= 0.05249,  logL=   42.77, MinLogL=   42.77
stage= 13, paran=2, tlv=  109, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05249, minbirks= 0.05249,  logL=   42.77, MinLogL=   42.77
stage= 13, paran=3, tlv=  110, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks= 0.05249,  logL=   42.76, MinLogL=   42.77
stage= 13, paran=3, tlv=  111, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05249, minbirks=  0.0525,  logL=   42.78, MinLogL=   42.76
stage= 13, paran=0, tlv=  112, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.76, MinLogL=   42.76
stage= 13, paran=0, tlv=  113, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.76, MinLogL=   42.76
stage= 14, paran=1, tlv=  114, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.75, MinLogL=   42.76
stage= 14, paran=1, tlv=  115, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.77, MinLogL=   42.75
stage= 14, paran=2, tlv=  116, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.75, MinLogL=   42.75
stage= 14, paran=2, tlv=  117, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.75, MinLogL=   42.75
stage= 14, paran=3, tlv=  118, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.75, MinLogL=   42.75
stage= 14, paran=3, tlv=  119, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks= 0.05249, minbirks=  0.0525,  logL=   42.76, MinLogL=   42.75
stage= 14, paran=0, tlv=  120, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.75, MinLogL=   42.75
stage= 14, paran=0, tlv=  121, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.75, MinLogL=   42.75
stage= 15, paran=1, tlv=  122, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.74, MinLogL=   42.75
stage= 15, paran=1, tlv=  123, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.75, MinLogL=   42.74
stage= 15, paran=2, tlv=  124, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.74, MinLogL=   42.74
stage= 15, paran=2, tlv=  125, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.74, MinLogL=   42.74
stage= 15, paran=3, tlv=  126, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.74, MinLogL=   42.74
stage= 15, paran=3, tlv=  127, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.74, MinLogL=   42.74
stage= 15, paran=0, tlv=  128, R0=   69.98, minR0=   69.98, sigma=       2, minsigma=       2, phi0=   17.05, minphi0=   17.05, birks=  0.0525, minbirks=  0.0525,  logL=   42.74, MinLogL=   42.74
fw fit results -----------------------------------
MyF_Min R0 = 69.98
MyF_Min sigma = 2
MyF_Min phi0 = 1.705e-06
MyF_Min kb = 0.0525
MyF_Min E0    = 93.97
 Maybe origianl best fit ------------------------------ exmaple
  //fit results
  //R0 = 73.8947
  //sigma = 2.00352
  //phi = 6.12822e-07
  //off = 0
  //kB = 0.0751327
  //E0 = 96.5939
