FLSAMs is a class that stores multiple FLSAM objects in a single container, allowing quick and easy processing and plotting.

Objects from the Class

Objects can be created by calls of the form FLSAMs(...).

Slots

.Data:

The data "list" ~~

names:

Names of the elements "character" ~~

desc:

Description of the object "character" ~~

lock:

Lock mechanism. If turned on. the length of the list cannot be modified by adding or removing elements "logical" ~~

Extends

Class "FLlst", list vector

Methods

+

signature(e1 = "FLSAMs", e2 = "FLStock"): ...

+

signature(e1 = "FLStock", e2 = "FLSAMs"): ...

catchabilities

signature(object = "FLSAMs"): ...

coefficients

signature(object = "FLSAMs"): ...

coef

signature(object = "FLSAMs"): ...

f

signature(object = "FLSAMs"): ...

FLSAMs

signature(object = "FLSAMs"): ...

lr.test

signature(object = "FLSAMs"): ...

obs.var

signature(object = "FLSAMs"): ...

power.law.exps

signature(object = "FLSAMs"): ...

Author

Mark R. Payne and Niels Hintzen

See also

Examples

data(NSH)
data(NSH.sam)

#Modify HERAS catchability bindings systematically
#Note that this is the same code used to create the
#HERAS.sams data object
ctrl.list <- list(all.free=3:10,
                  four.lvls=c(3,3,4,4,5,5,6,6),
                  three.lvls=c(3,3,4,4,5,5,5,5),
                  two.lvls=c(3,3,3,4,4,4,4,4))

ctrls <- lapply(ctrl.list,
  function(x) {
    tmp.ctrl <- NSH.ctrl
    tmp.ctrl@catchabilities["HERAS",ac(1:8)] <- x
    return(update(tmp.ctrl))
})

sam.list <- lapply(ctrls,FLSAM,stck=NSH,tun=NSH.tun)                  
#> Order of parameters:
#>  [1] "logFpar"              "logQpow"              "logSdLogFsta"        
#>  [4] "logSdLogN"            "logSdLogP"            "logSdLogObs"         
#>  [7] "logSdLogTotalObs"     "transfIRARdist"       "sigmaObsParUS"       
#> [10] "rec_loga"             "rec_logb"             "itrans_rho"          
#> [13] "rhop"                 "logScale"             "logitReleaseSurvival"
#> [16] "logitRecapturePhi"    "logAlphaSCB"          "logF"                
#> [19] "logN"                 "logPS"                "missing"             
#> Not matching template order:
#>  [1] "logFpar"              "logQpow"              "logSdLogFsta"        
#>  [4] "logSdLogN"            "logSdLogP"            "logSdLogObs"         
#>  [7] "logSdLogTotalObs"     "transfIRARdist"       "sigmaObsParUS"       
#> [10] "rec_loga"             "rec_logb"             "itrans_rho"          
#> [13] "rhop"                 "logScale"             "logitReleaseSurvival"
#> [16] "logitRecapturePhi"    "logAlphaSCB"          "logF"                
#> [19] "logN"                 "missing"             
#> Your parameter list has been re-ordered.
#> (Disable this warning with checkParameterOrder=FALSE)
#> iter: 1  value: 29858.94 mgc: 102.6853 ustep: 0.1843228 
#> iter: 2  value: 6427.944 mgc: 41.19916 ustep: 0.4293854 
#> iter: 3  value: 3643.672 mgc: 11.96224 ustep: 0.6553096 
#> iter: 4  value: 2383.509 mgc: 9.832191 ustep: 0.809531 
#> iter: 5  value: 2252.316 mgc: 1.584616 ustep: 0.8997494 
#> iter: 6  value: 2250.408 mgc: 0.2357221 ustep: 0.9485564 
#> iter: 7  value: 2250.401 mgc: 0.01217538 ustep: 0.9739412 
#> iter: 8  value: 2250.401 mgc: 0.0007627327 ustep: 0.9868859 
#> iter: 9  value: 2250.401 mgc: 2.411668e-05 ustep: 0.993422 
#> iter: 10  value: 2250.401 mgc: 3.787673e-07 ustep: 0.9967059 
#> iter: 11  mgc: 2.962014e-09 
#> iter: 1  mgc: 2.962014e-09 
#> Matching hessian patterns... Done
#> outer mgc:  937.0649 
#>   0:     2288.8818: -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -0.700000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 0.500000
#> iter: 1  value: 1297.958 mgc: 3.188788 ustep: 1 
#> iter: 2  value: 1297.912 mgc: 0.1790182 ustep: 1 
#> iter: 3  value: 1297.912 mgc: 0.003154549 ustep: 1 
#> iter: 4  value: 1297.912 mgc: 1.686592e-06 ustep: 1 
#> iter: 5  mgc: 3.760048e-13 
#> iter: 1  mgc: 3.760048e-13 
#> outer mgc:  344.2233 
#>   1:     1272.3693: -5.08882 -4.91035 -4.94551 -4.96792 -4.97769 -4.98307 -5.07489 -5.10436 -4.99107 -0.718238 -0.351088 0.0778657 -0.342055 -0.0402030 0.232150 -0.0317955 0.142993 0.508738
#> iter: 1  value: 920.1463 mgc: 6.343054 ustep: 1 
#> iter: 2  value: 914.2146 mgc: 1.14013 ustep: 1 
#> iter: 3  value: 913.9766 mgc: 0.2235415 ustep: 1 
#> iter: 4  value: 913.976 mgc: 0.0153904 ustep: 1 
#> iter: 5  value: 913.976 mgc: 6.628298e-05 ustep: 1 
#> iter: 6  mgc: 1.233728e-09 
#> iter: 1  mgc: 1.233728e-09 
#> outer mgc:  165.1782 
#>   2:     946.76208: -5.27250 -4.85772 -4.88759 -4.91953 -4.93701 -4.94875 -5.19032 -5.20042 -4.96520 -0.845735 -0.381023 -0.223330 -0.650845 0.326794 0.688621 0.155715 0.732636 0.560042
#> iter: 1  value: 719.0915 mgc: 2.341153 ustep: 1 
#> iter: 2  value: 717.5428 mgc: 0.8329741 ustep: 1 
#> iter: 3  value: 717.5291 mgc: 0.09300743 ustep: 1 
#> iter: 4  value: 717.5291 mgc: 0.001059472 ustep: 1 
#> iter: 5  value: 717.5291 mgc: 1.389837e-07 ustep: 1 
#> iter: 6  mgc: 3.377854e-14 
#> iter: 1  mgc: 3.377854e-14 
#> outer mgc:  57.10415 
#>   3:     791.19996: -5.34151 -4.79965 -4.81531 -4.86065 -4.89287 -4.91545 -5.37124 -5.27017 -4.94817 -0.964104 -0.410962 -0.155177 -0.898143 0.341619  1.02753 0.745415  1.36130 0.619015
#> iter: 1  value: 498.6596 mgc: 2.828771 ustep: 1 
#> iter: 2  value: 496.6464 mgc: 0.9990213 ustep: 1 
#> iter: 3  value: 496.6459 mgc: 0.03194961 ustep: 1 
#> iter: 4  value: 496.6459 mgc: 1.168582e-05 ustep: 1 
#> iter: 5  mgc: 1.211559e-12 
#> iter: 1  value: 44.78613 mgc: 28.69688 ustep: 1 
#> iter: 2  value: 44.68006 mgc: 0.4447813 ustep: 1 
#> iter: 3  value: 44.68006 mgc: 0.0003254726 ustep: 1 
#> iter: 4  mgc: 1.369074e-10 
#> iter: 1  mgc: 1.369074e-10 
#> outer mgc:  119.9437 
#>   4:     571.70909: -6.06349 -4.51289 -4.51539 -4.60615 -4.68181 -4.73928 -5.85106 -5.49786 -4.82993 -1.67187 -0.602426 -2.00066 -2.02169  1.26173 0.261278  2.71707  3.40861  1.00859
#> iter: 1  value: 169.292 mgc: 405.2348 ustep: 1 
#> iter: 2  value: 169.0022 mgc: 2.628177 ustep: 1 
#> iter: 3  value: 169.0022 mgc: 0.000337641 ustep: 1 
#> iter: 4  mgc: 4.476419e-12 
#> iter: 1  value: 72.68158 mgc: 12.88407 ustep: 1 
#> iter: 2  value: 72.67209 mgc: 0.3222466 ustep: 1 
#> iter: 3  value: 72.67209 mgc: 0.0002651272 ustep: 1 
#> iter: 4  mgc: 2.657634e-10 
#> iter: 1  mgc: 2.657634e-10 
#> outer mgc:  67.81401 
#>   5:     439.91848: -6.11621 -4.52372 -4.51484 -4.59496 -4.67928 -4.74850 -5.75595 -5.47193 -4.88784 -0.842860 -0.605743 -1.34812 -1.64272  1.23013 -0.965412  2.55258  3.22534  1.30143
#> iter: 1  value: -48.54908 mgc: 16.66382 ustep: 1 
#> iter: 2  value: -48.54964 mgc: 0.1093189 ustep: 1 
#> iter: 3  value: -48.54964 mgc: 1.435346e-05 ustep: 1 
#> iter: 4  mgc: 4.805045e-13 
#> iter: 1  mgc: 4.805045e-13 
#> outer mgc:  51.44078 
#>   6:     423.78104: -6.21217 -4.54765 -4.48067 -4.48042 -4.78445 -5.17551 -4.57876 -5.27764 -5.75220 -1.22538 -0.628014 -1.18089 -1.99731  1.20218 -0.876212  2.30838  2.93755  1.59340
#> iter: 1  value: -173.9413 mgc: 17.01632 ustep: 1 
#> iter: 2  value: -173.9414 mgc: 0.05079871 ustep: 1 
#> iter: 3  value: -173.9414 mgc: 7.272951e-07 ustep: 1 
#> iter: 4  mgc: 8.224532e-13 
#> iter: 1  mgc: 8.224532e-13 
#> outer mgc:  57.43704 
#>   7:     417.02193: -6.55658 -4.35165 -4.47402 -4.52289 -4.69055 -4.53617 -5.05056 -5.74318 -5.33994 -1.29058 -0.456812 -1.08124 -2.38995 0.951983 -0.687551  1.78487  1.97530  2.08681
#> iter: 1  value: -162.425 mgc: 51.29291 ustep: 1 
#> iter: 2  value: -162.4257 mgc: 0.1828918 ustep: 1 
#> iter: 3  value: -162.4257 mgc: 3.983561e-06 ustep: 1 
#> iter: 4  mgc: 9.876544e-13 
#> iter: 1  value: -202.835 mgc: 7.904288 ustep: 1 
#> iter: 2  value: -202.835 mgc: 0.01438618 ustep: 1 
#> iter: 3  value: -202.835 mgc: 4.241891e-08 ustep: 1 
#> mgc: 8.970602e-13 
#> iter: 1  mgc: 8.970602e-13 
#> outer mgc:  22.87669 
#>   8:     386.51200: -6.62466 -4.32490 -4.43573 -4.47951 -4.64490 -4.69009 -5.10733 -5.60243 -5.35523 -1.16916 -0.438074 -1.21034 -2.40253 0.979304 -1.16713  1.92261  2.21653  2.02693
#> iter: 1  value: -131.2204 mgc: 9.723396 ustep: 1 
#> iter: 2  value: -131.2204 mgc: 0.01419593 ustep: 1 
#> iter: 3  value: -131.2204 mgc: 2.034066e-08 ustep: 1 
#> mgc: 7.861489e-13 
#> iter: 1  mgc: 7.861489e-13 
#> outer mgc:  27.73732 
#>   9:     379.96468: -6.72631 -4.32253 -4.36418 -4.41064 -4.59545 -4.98053 -5.14999 -5.30265 -5.41039 -0.860430 -0.422137 -1.17087 -2.33118 0.992614 -1.04573  2.01769  2.36025  1.79762
#> iter: 1  value: -119.7832 mgc: 10.95087 ustep: 1 
#> iter: 2  value: -119.7832 mgc: 0.0169791 ustep: 1 
#> iter: 3  value: -119.7832 mgc: 1.456236e-07 ustep: 1 
#> iter: 4  mgc: 4.574119e-13 
#> iter: 1  mgc: 4.574119e-13 
#> outer mgc:  30.57562 
#>  10:     378.52908: -6.95869 -4.33449 -4.27007 -4.37388 -4.73982 -4.90664 -5.00452 -5.48818 -5.17465 -0.724492 -0.439795 -1.44026 -2.27815 0.922463 -1.28224  2.07227  2.42319  1.60432
#> iter: 1  value: -122.1573 mgc: 4.139829 ustep: 1 
#> iter: 2  value: -122.1573 mgc: 0.004364172 ustep: 1 
#> iter: 3  value: -122.1573 mgc: 1.127937e-08 ustep: 1 
#> mgc: 4.709566e-13 
#> iter: 1  mgc: 4.709566e-13 
#> outer mgc:  9.211974 
#>  11:     370.58537: -6.99745 -4.33151 -4.32221 -4.40724 -4.62637 -4.84244 -5.09914 -5.32420 -5.29927 -0.793363 -0.447718 -1.31515 -2.26241 0.908819 -1.21273  2.07193  2.42412  1.63358
#> iter: 1  value: -142.8734 mgc: 9.360401 ustep: 1 
#> iter: 2  value: -142.8734 mgc: 0.006232388 ustep: 1 
#> iter: 3  value: -142.8734 mgc: 2.427078e-08 ustep: 1 
#> mgc: 6.910028e-13 
#> iter: 1  value: -132.5697 mgc: 3.542072 ustep: 1 
#> iter: 2  value: -132.5697 mgc: 0.000867188 ustep: 1 
#> iter: 3  mgc: 4.537557e-10 
#> iter: 1  mgc: 4.537557e-10 
#> outer mgc:  7.368824 
#>  12:     369.19286: -7.04774 -4.33051 -4.33217 -4.39557 -4.61009 -4.82481 -5.07750 -5.37742 -5.25272 -0.856982 -0.453716 -1.32190 -2.24733 0.890144 -1.27325  2.06860  2.42943  1.65971
#> iter: 1  value: -125.5957 mgc: 1.935752 ustep: 1 
#> iter: 2  value: -125.5957 mgc: 0.0005793084 ustep: 1 
#> iter: 3  mgc: 2.199547e-10 
#> iter: 1  mgc: 2.199547e-10 
#> outer mgc:  7.531492 
#>  13:     368.28811: -7.13405 -4.32494 -4.32700 -4.38768 -4.59326 -4.80572 -5.06718 -5.32155 -5.28470 -0.883655 -0.459590 -1.29583 -2.20612 0.856314 -1.24061  2.06608  2.43354  1.65110
#> iter: 1  value: -126.6541 mgc: 2.22368 ustep: 1 
#> iter: 2  value: -126.6541 mgc: 0.001277182 ustep: 1 
#> iter: 3  mgc: 1.289097e-09 
#> iter: 1  mgc: 1.289097e-09 
#> outer mgc:  7.711418 
#>  14:     367.26969: -7.21804 -4.31349 -4.31667 -4.37753 -4.58471 -4.79279 -5.04963 -5.36410 -5.22724 -0.902529 -0.464268 -1.32897 -2.17386 0.821304 -1.27314  2.06589  2.43925  1.64779
#> iter: 1  value: -115.5867 mgc: 2.544634 ustep: 1 
#> iter: 2  value: -115.5867 mgc: 0.003652442 ustep: 1 
#> iter: 3  value: -115.5867 mgc: 1.252572e-08 ustep: 1 
#> mgc: 4.614087e-13 
#> iter: 1  value: -107.7276 mgc: 4.571315 ustep: 1 
#> iter: 2  value: -107.7276 mgc: 0.006794868 ustep: 1 
#> iter: 3  value: -107.7276 mgc: 5.168653e-08 ustep: 1 
#> mgc: 2.897682e-13 
#> iter: 1  value: -76.26904 mgc: 15.18962 ustep: 1 
#> iter: 2  value: -76.2698 mgc: 0.1560464 ustep: 1 
#> iter: 3  value: -76.2698 mgc: 5.531267e-05 ustep: 1 
#> iter: 4  mgc: 6.675105e-12 
#> iter: 1  mgc: 2.897682e-13 
#> outer mgc:  13.14664 
#>  15:     362.02517: -7.72175 -4.22736 -4.23819 -4.34858 -4.54201 -4.65487 -5.00547 -5.25568 -5.24528 -0.902453 -0.490003 -1.37263 -2.01621 0.593439 -1.30900  2.07090  2.45579  1.59768
#> iter: 1  value: -88.58284 mgc: 4.762762 ustep: 1 
#> iter: 2  value: -88.58284 mgc: 0.01250098 ustep: 1 
#> iter: 3  value: -88.58284 mgc: 2.630505e-07 ustep: 1 
#> mgc: 2.449152e-13 
#> iter: 1  value: -10.92834 mgc: 12.23967 ustep: 1 
#> iter: 2  value: -10.93411 mgc: 0.2812868 ustep: 1 
#> iter: 3  value: -10.93411 mgc: 0.0003763501 ustep: 1 
#> iter: 4  mgc: 6.286065e-10 
#> iter: 1  mgc: 2.449152e-13 
#> outer mgc:  9.592263 
#>  16:     354.12826: -8.22525 -4.16726 -4.18619 -4.25118 -4.43628 -4.65125 -4.92986 -5.18286 -5.20418 -0.919360 -0.516982 -1.35585 -1.84681 0.343741 -1.29490  2.07021  2.46174  1.57190
#> iter: 1  value: -103.7819 mgc: 11.68498 ustep: 1 
#> iter: 2  value: -103.782 mgc: 0.07558483 ustep: 1 
#> iter: 3  value: -103.782 mgc: 1.119261e-05 ustep: 1 
#> iter: 4  mgc: 2.797762e-13 
#> iter: 1  mgc: 2.797762e-13 
#> outer mgc:  42.03944 
#>  17:     351.25324: -9.14063 -4.13883 -4.01345 -4.03028 -4.38504 -4.61167 -4.75126 -5.22236 -4.92934 -1.06860 -0.582368 -1.38405 -1.67017 -0.305184 -1.46534  2.05391  2.44211  1.64893
#> iter: 1  value: 29.67912 mgc: 6.920332 ustep: 1 
#> iter: 2  value: 29.67143 mgc: 0.1756757 ustep: 1 
#> iter: 3  value: 29.67143 mgc: 0.0001743119 ustep: 1 
#> iter: 4  mgc: 1.641798e-10 
#> iter: 1  value: -98.8884 mgc: 3.367558 ustep: 1 
#> iter: 2  value: -98.88846 mgc: 0.02750354 ustep: 1 
#> iter: 3  value: -98.88846 mgc: 1.975028e-06 ustep: 1 
#> iter: 4  mgc: 2.73559e-13 
#> iter: 1  mgc: 2.73559e-13 
#> outer mgc:  8.112024 
#>  18:     341.51219: -9.11896 -4.09523 -4.04724 -4.10518 -4.34597 -4.56820 -4.81386 -5.07477 -5.05231 -1.03089 -0.582606 -1.33228 -1.67621 -0.335035 -1.37356  2.05694  2.44043  1.63017
#> iter: 1  value: -97.2238 mgc: 4.026445 ustep: 1 
#> iter: 2  value: -97.2238 mgc: 0.003583946 ustep: 1 
#> iter: 3  value: -97.2238 mgc: 2.152378e-08 ustep: 1 
#> mgc: 2.2915e-13 
#> iter: 1  mgc: 2.2915e-13 
#> outer mgc:  8.987925 
#>  19:     340.46507: -9.02520 -4.02313 -4.12210 -4.18753 -4.33786 -4.52790 -4.78535 -5.09862 -5.10910 -0.943222 -0.583639 -1.38574 -1.72954 -0.475718 -1.35761  2.06285  2.44176  1.59793
#> iter: 1  value: -105.1115 mgc: 4.013998 ustep: 1 
#> iter: 2  value: -105.1115 mgc: 0.00725595 ustep: 1 
#> iter: 3  value: -105.1115 mgc: 1.036836e-07 ustep: 1 
#> mgc: 2.433609e-13 
#> iter: 1  mgc: 2.433609e-13 
#> outer mgc:  7.5904 
#>  20:     340.36177: -8.86009 -4.14144 -4.05706 -4.12897 -4.39028 -4.59461 -4.84590 -5.10812 -5.08719 -0.961255 -0.576548 -1.34329 -1.78649 -0.493559 -1.33822  2.05612  2.44020  1.62377
#> iter: 1  value: -106.0553 mgc: 1.030357 ustep: 1 
#> iter: 2  value: -106.0553 mgc: 0.0001476509 ustep: 1 
#> iter: 3  mgc: 8.524292e-12 
#> iter: 1  mgc: 8.524292e-12 
#> outer mgc:  4.030602 
#>  21:     339.48345: -8.92785 -4.08584 -4.10878 -4.15826 -4.34106 -4.57079 -4.82191 -5.11879 -5.07795 -0.949662 -0.573238 -1.36354 -1.78987 -0.528246 -1.33663  2.05913  2.44079  1.61805
#> iter: 1  value: -106.9852 mgc: 0.9695383 ustep: 1 
#> iter: 2  value: -106.9852 mgc: 0.0005512526 ustep: 1 
#> iter: 3  mgc: 5.30771e-10 
#> iter: 1  value: -106.7945 mgc: 0.4819923 ustep: 1 
#> iter: 2  value: -106.7945 mgc: 0.0001357103 ustep: 1 
#> iter: 3  mgc: 3.325962e-11 
#> iter: 1  mgc: 3.325962e-11 
#> outer mgc:  2.960643 
#>  22:     339.20714: -8.95813 -4.09904 -4.08075 -4.14322 -4.36618 -4.56169 -4.82071 -5.09656 -5.08277 -0.951603 -0.571342 -1.35627 -1.79416 -0.554865 -1.33721  2.06120  2.44042  1.62024
#> iter: 1  value: -107.045 mgc: 0.4422044 ustep: 1 
#> iter: 2  value: -107.045 mgc: 0.0003005408 ustep: 1 
#> iter: 3  mgc: 1.960268e-10 
#> iter: 1  mgc: 1.960268e-10 
#> outer mgc:  3.426851 
#>  23:     339.13240: -8.98518 -4.08717 -4.09074 -4.14789 -4.33908 -4.57270 -4.81101 -5.11179 -5.05992 -0.949029 -0.568200 -1.36400 -1.79289 -0.591608 -1.33848  2.06346  2.44095  1.62003
#> iter: 1  value: -104.3571 mgc: 0.4883084 ustep: 1 
#> iter: 2  value: -104.3571 mgc: 0.0003895495 ustep: 1 
#> iter: 3  mgc: 3.585581e-10 
#> iter: 1  mgc: 3.585581e-10 
#> outer mgc:  2.816248 
#>  24:     339.08048: -9.01116 -4.09328 -4.07502 -4.12968 -4.35636 -4.55723 -4.81929 -5.08407 -5.07810 -0.947373 -0.570807 -1.35519 -1.78252 -0.621745 -1.33444  2.06116  2.44249  1.61699
#> iter: 1  value: -108.5973 mgc: 0.5640609 ustep: 1 
#> iter: 2  value: -108.5973 mgc: 0.0002150127 ustep: 1 
#> iter: 3  mgc: 8.872414e-11 
#> iter: 1  value: -106.4507 mgc: 0.2246771 ustep: 1 
#> iter: 2  value: -106.4507 mgc: 8.99663e-05 ustep: 1 
#> iter: 3  mgc: 1.834666e-11 
#> iter: 1  mgc: 1.834666e-11 
#> outer mgc:  0.6132006 
#>  25:     339.00755: -8.99459 -4.08842 -4.07910 -4.14520 -4.35359 -4.56185 -4.81144 -5.09694 -5.06959 -0.950120 -0.567756 -1.35983 -1.78836 -0.625796 -1.33995  2.06243  2.44189  1.62014
#> iter: 1  value: -107.0297 mgc: 0.3437378 ustep: 1 
#> iter: 2  value: -107.0297 mgc: 3.395588e-05 ustep: 1 
#> iter: 3  mgc: 1.359357e-12 
#> iter: 1  value: -106.572 mgc: 0.09310354 ustep: 1 
#> iter: 2  value: -106.572 mgc: 2.631843e-06 ustep: 1 
#> iter: 3  mgc: 2.611245e-13 
#> iter: 1  mgc: 2.611245e-13 
#> outer mgc:  0.4551431 
#>  26:     339.00236: -8.99249 -4.08872 -4.08298 -4.14095 -4.35341 -4.56172 -4.81373 -5.09472 -5.06995 -0.949744 -0.566931 -1.35875 -1.79006 -0.630152 -1.33911  2.06348  2.44159  1.62070
#> iter: 1  value: -106.8938 mgc: 0.08481173 ustep: 1 
#> iter: 2  value: -106.8938 mgc: 1.004069e-05 ustep: 1 
#> iter: 3  mgc: 2.632894e-13 
#> iter: 1  mgc: 2.632894e-13 
#> outer mgc:  0.4334755 
#>  27:     339.00013: -8.99063 -4.09020 -4.08019 -4.14400 -4.35198 -4.56183 -4.81177 -5.09699 -5.06778 -0.949312 -0.565684 -1.35902 -1.79223 -0.635313 -1.33849  2.06457  2.44138  1.62156
#> iter: 1  value: -107.2355 mgc: 0.1442214 ustep: 1 
#> iter: 2  value: -107.2355 mgc: 1.513822e-05 ustep: 1 
#> iter: 3  mgc: 3.468337e-13 
#> iter: 1  mgc: 3.468337e-13 
#> outer mgc:  0.486108 
#>  28:     338.99833: -8.98850 -4.09022 -4.08143 -4.14183 -4.35301 -4.56028 -4.81275 -5.09223 -5.06862 -0.948179 -0.563377 -1.35786 -1.79611 -0.637926 -1.33673  2.06549  2.44157  1.62281
#> iter: 1  value: -107.2916 mgc: 0.07723043 ustep: 1 
#> iter: 2  value: -107.2916 mgc: 8.350911e-06 ustep: 1 
#> iter: 3  mgc: 2.573497e-13 
#> iter: 1  mgc: 2.573497e-13 
#> outer mgc:  0.4019513 
#>  29:     338.99814: -8.99122 -4.08864 -4.08256 -4.13871 -4.35037 -4.56056 -4.81031 -5.09482 -5.06422 -0.946879 -0.562078 -1.35928 -1.79679 -0.640554 -1.33597  2.06557  2.44232  1.62321
#> iter: 1  value: -107.448 mgc: 0.04315633 ustep: 1 
#> iter: 2  value: -107.448 mgc: 2.418553e-06 ustep: 1 
#> iter: 3  mgc: 2.358114e-13 
#> iter: 1  mgc: 2.358114e-13 
#> outer mgc:  0.1559834 
#>  30:     338.99628: -8.99003 -4.08910 -4.08063 -4.14067 -4.35084 -4.55948 -4.81082 -5.09283 -5.06557 -0.947143 -0.561940 -1.35865 -1.79771 -0.640935 -1.33643  2.06568  2.44207  1.62348
#> iter: 1  value: -107.6761 mgc: 0.05064895 ustep: 1 
#> iter: 2  value: -107.6761 mgc: 3.464851e-06 ustep: 1 
#> iter: 3  mgc: 2.109424e-13 
#> iter: 1  mgc: 2.109424e-13 
#> outer mgc:  0.295465 
#>  31:     338.99607: -8.98719 -4.08861 -4.08086 -4.14038 -4.35119 -4.55941 -4.80946 -5.09370 -5.06383 -0.947166 -0.561329 -1.35860 -1.79913 -0.642081 -1.33655  2.06596  2.44146  1.62381
#> iter: 1  value: -107.7942 mgc: 0.05557506 ustep: 1 
#> iter: 2  value: -107.7942 mgc: 1.991491e-06 ustep: 1 
#> iter: 3  mgc: 2.562395e-13 
#> iter: 1  mgc: 2.562395e-13 
#> outer mgc:  0.1002579 
#>  32:     338.99538: -8.98661 -4.08813 -4.07960 -4.13927 -4.34940 -4.55830 -4.80941 -5.09128 -5.06305 -0.946696 -0.560613 -1.35814 -1.80080 -0.642286 -1.33597  2.06609  2.44120  1.62389
#> iter: 1  value: -107.7991 mgc: 0.04369201 ustep: 1 
#> iter: 2  value: -107.7991 mgc: 8.380915e-07 ustep: 1 
#> iter: 3  mgc: 2.762235e-13 
#> iter: 1  mgc: 2.762235e-13 
#> outer mgc:  0.1331461 
#>  33:     338.99508: -8.98565 -4.08652 -4.07842 -4.13848 -4.34900 -4.55645 -4.80727 -5.09062 -5.06162 -0.946482 -0.559918 -1.35826 -1.80127 -0.642391 -1.33489  2.06624  2.44179  1.62402
#> iter: 1  value: -107.958 mgc: 0.03271945 ustep: 1 
#> iter: 2  value: -107.958 mgc: 4.105234e-07 ustep: 1 
#> iter: 3  mgc: 2.524647e-13 
#> iter: 1  mgc: 2.524647e-13 
#> outer mgc:  0.1084046 
#>  34:     338.99462: -8.98448 -4.08558 -4.07717 -4.13699 -4.34700 -4.55597 -4.80640 -5.08895 -5.05986 -0.946687 -0.559714 -1.35872 -1.80173 -0.642973 -1.33558  2.06597  2.44139  1.62407
#> iter: 1  value: -107.8015 mgc: 0.04392046 ustep: 1 
#> iter: 2  value: -107.8015 mgc: 5.17921e-07 ustep: 1 
#> iter: 3  mgc: 2.513545e-13 
#> iter: 1  mgc: 2.513545e-13 
#> outer mgc:  0.1442525 
#>  35:     338.99435: -8.98292 -4.08457 -4.07626 -4.13563 -4.34619 -4.55363 -4.80535 -5.08723 -5.05936 -0.946445 -0.559840 -1.35761 -1.80185 -0.642663 -1.33556  2.06605  2.44111  1.62344
#> iter: 1  value: -107.8535 mgc: 0.03317349 ustep: 1 
#> iter: 2  value: -107.8535 mgc: 4.476267e-07 ustep: 1 
#> iter: 3  mgc: 2.913225e-13 
#> iter: 1  mgc: 2.913225e-13 
#> outer mgc:  0.1276938 
#>  36:     338.99384: -8.98163 -4.08315 -4.07453 -4.13442 -4.34463 -4.55281 -4.80369 -5.08673 -5.05739 -0.946571 -0.560021 -1.35812 -1.80180 -0.642861 -1.33544  2.06612  2.44096  1.62356
#> iter: 1  value: -107.9932 mgc: 0.04579847 ustep: 1 
#> iter: 2  value: -107.9932 mgc: 1.097052e-06 ustep: 1 
#> iter: 3  mgc: 2.444711e-13 
#> iter: 1  mgc: 2.444711e-13 
#> outer mgc:  0.1652666 
#>  37:     338.99359: -8.98029 -4.08129 -4.07352 -4.13325 -4.34351 -4.55203 -4.80295 -5.08406 -5.05668 -0.946888 -0.559942 -1.35868 -1.80190 -0.642650 -1.33541  2.06606  2.44123  1.62409
#> iter: 1  value: -107.9071 mgc: 0.02924197 ustep: 1 
#> iter: 2  value: -107.9071 mgc: 3.465661e-07 ustep: 1 
#> iter: 3  mgc: 2.490785e-13 
#> iter: 1  mgc: 2.490785e-13 
#> outer mgc:  0.05457193 
#>  38:     338.99304: -8.97898 -4.08050 -4.07211 -4.13172 -4.34209 -4.55031 -4.80119 -5.08366 -5.05487 -0.946722 -0.559856 -1.35842 -1.80168 -0.642930 -1.33530  2.06591  2.44129  1.62394
#> iter: 1  value: -107.9546 mgc: 0.07617659 ustep: 1 
#> iter: 2  value: -107.9546 mgc: 1.863969e-06 ustep: 1 
#> iter: 3  mgc: 2.496232e-13 
#> iter: 1  value: -107.9238 mgc: 0.02638368 ustep: 1 
#> iter: 2  value: -107.9238 mgc: 2.240532e-07 ustep: 1 
#> iter: 3  mgc: 2.571277e-13 
#> iter: 1  mgc: 2.571277e-13 
#> outer mgc:  0.1638436 
#>  39:     338.99287: -8.97813 -4.07954 -4.07104 -4.13164 -4.34063 -4.54965 -4.80038 -5.08237 -5.05416 -0.946451 -0.559667 -1.35809 -1.80215 -0.642642 -1.33563  2.06620  2.44132  1.62384
#> iter: 1  value: -107.9216 mgc: 0.02661881 ustep: 1 
#> iter: 2  value: -107.9216 mgc: 1.716401e-07 ustep: 1 
#> iter: 3  mgc: 2.464695e-13 
#> iter: 1  mgc: 2.464695e-13 
#> outer mgc:  0.06271829 
#>  40:     338.99250: -8.97725 -4.07861 -4.07040 -4.12996 -4.34037 -4.54850 -4.79943 -5.08185 -5.05298 -0.946459 -0.559660 -1.35819 -1.80213 -0.642755 -1.33545  2.06625  2.44124  1.62386
#> iter: 1  value: -107.9366 mgc: 0.0413454 ustep: 1 
#> iter: 2  value: -107.9366 mgc: 7.406009e-07 ustep: 1 
#> iter: 3  mgc: 2.587097e-13 
#> iter: 1  value: -107.8957 mgc: 0.05154918 ustep: 1 
#> iter: 2  value: -107.8957 mgc: 1.425812e-06 ustep: 1 
#> iter: 3  mgc: 2.242651e-13 
#> iter: 1  value: -107.6858 mgc: 0.2626234 ustep: 1 
#> iter: 2  value: -107.6858 mgc: 3.724061e-05 ustep: 1 
#> iter: 3  mgc: 1.495915e-12 
#> iter: 1  mgc: 1.495915e-12 
#> outer mgc:  0.4416469 
#>  41:     338.98883: -8.95829 -4.06020 -4.05114 -4.10936 -4.32122 -4.52899 -4.78137 -5.06154 -5.03705 -0.946649 -0.560740 -1.35869 -1.79950 -0.648289 -1.33444  2.06599  2.44222  1.62489
#> iter: 1  value: -108.2034 mgc: 0.3331925 ustep: 1 
#> iter: 2  value: -108.2034 mgc: 6.121554e-05 ustep: 1 
#> iter: 3  mgc: 4.757306e-12 
#> iter: 1  value: -108.8706 mgc: 0.519685 ustep: 1 
#> iter: 2  value: -108.8706 mgc: 0.0001661754 ustep: 1 
#> iter: 3  mgc: 3.400147e-11 
#> iter: 1  mgc: 3.400147e-11 
#> outer mgc:  0.7156263 
#>  42:     338.97731: -8.90753 -4.00829 -4.00234 -4.06388 -4.27582 -4.47752 -4.73197 -5.01006 -4.98556 -0.948844 -0.561823 -1.36118 -1.80177 -0.645030 -1.33673  2.06571  2.44050  1.62819
#> iter: 1  value: -108.3831 mgc: 0.9184404 ustep: 1 
#> iter: 2  value: -108.3831 mgc: 0.0004320462 ustep: 1 
#> iter: 3  mgc: 2.275979e-10 
#> iter: 1  mgc: 2.275979e-10 
#> outer mgc:  0.754642 
#>  43:     338.96054: -8.86019 -3.96281 -3.95681 -4.01372 -4.22332 -4.43133 -4.67736 -4.96087 -4.93146 -0.947585 -0.561331 -1.35691 -1.80421 -0.643827 -1.34057  2.06612  2.43512  1.62242
#> iter: 1  value: -108.4847 mgc: 1.017483 ustep: 1 
#> iter: 2  value: -108.4847 mgc: 0.0005649125 ustep: 1 
#> iter: 3  mgc: 3.071092e-10 
#> iter: 1  mgc: 3.071092e-10 
#> outer mgc:  0.7856697 
#>  44:     338.94873: -8.80904 -3.91744 -3.90148 -3.96281 -4.16874 -4.37794 -4.63620 -4.91846 -4.88369 -0.944860 -0.555950 -1.35855 -1.81025 -0.635970 -1.32943  2.06881  2.43958  1.62264
#> iter: 1  value: -108.4651 mgc: 0.8373681 ustep: 1 
#> iter: 2  value: -108.4651 mgc: 0.0004879279 ustep: 1 
#> iter: 3  mgc: 3.687743e-10 
#> iter: 1  mgc: 3.687743e-10 
#> outer mgc:  0.4213311 
#>  45:     338.92335: -8.76094 -3.86300 -3.85323 -3.91371 -4.12539 -4.33301 -4.58296 -4.86369 -4.83448 -0.946839 -0.554060 -1.35766 -1.80923 -0.639727 -1.33103  2.06407  2.44108  1.62141
#> iter: 1  value: -109.7507 mgc: 1.0183 ustep: 1 
#> iter: 2  value: -109.7507 mgc: 0.0004914991 ustep: 1 
#> iter: 3  mgc: 3.415186e-10 
#> iter: 1  mgc: 3.415186e-10 
#> outer mgc:  1.562405 
#>  46:     338.92033: -8.70938 -3.81693 -3.81378 -3.86622 -4.07056 -4.27916 -4.53026 -4.81634 -4.78499 -0.947662 -0.557773 -1.36538 -1.80835 -0.641055 -1.34383  2.06752  2.44042  1.62210
#> iter: 1  value: -108.2119 mgc: 0.8481544 ustep: 1 
#> iter: 2  value: -108.2119 mgc: 0.0005808843 ustep: 1 
#> iter: 3  mgc: 4.656955e-10 
#> iter: 1  mgc: 4.656955e-10 
#> outer mgc:  0.3090776 
#>  47:     338.88482: -8.66197 -3.77039 -3.76019 -3.81865 -4.02584 -4.23046 -4.48121 -4.76120 -4.73285 -0.947505 -0.561117 -1.35920 -1.80262 -0.642472 -1.33747  2.07057  2.43881  1.62201
#> iter: 1  value: -107.3452 mgc: 0.9356919 ustep: 1 
#> iter: 2  value: -107.3452 mgc: 0.0006821346 ustep: 1 
#> iter: 3  mgc: 7.125893e-10 
#> iter: 1  value: -107.2393 mgc: 0.5327227 ustep: 1 
#> iter: 2  value: -107.2393 mgc: 0.0001697381 ustep: 1 
#> iter: 3  mgc: 3.49103e-11 
#> iter: 1  value: -107.4782 mgc: 0.2070178 ustep: 1 
#> iter: 2  value: -107.4782 mgc: 1.899654e-05 ustep: 1 
#> iter: 3  mgc: 5.485612e-13 
#> iter: 1  value: -108.0397 mgc: 0.05009252 ustep: 1 
#> iter: 2  value: -108.0397 mgc: 1.093889e-06 ustep: 1 
#> iter: 3  mgc: 2.464695e-13 
#> iter: 1  mgc: 2.464695e-13 
#> outer mgc:  0.1535876 
#>  48:     338.88352: -8.66153 -3.76923 -3.75951 -3.81699 -4.02519 -4.23226 -4.48014 -4.76230 -4.73265 -0.947192 -0.560808 -1.35983 -1.80200 -0.642545 -1.33524  2.06960  2.43991  1.62212
#> iter: 1  value: -108.2338 mgc: 0.03070488 ustep: 1 
#> iter: 2  value: -108.2338 mgc: 9.597831e-07 ustep: 1 
#> iter: 3  mgc: 2.451372e-13 
#> iter: 1  mgc: 2.451372e-13 
#> outer mgc:  0.254344 
#>  49:     338.88312: -8.66086 -3.76782 -3.75759 -3.81652 -4.02489 -4.23037 -4.48173 -4.76117 -4.73375 -0.947450 -0.560491 -1.36028 -1.80242 -0.642697 -1.33543  2.06845  2.44113  1.62278
#> iter: 1  value: -108.1667 mgc: 0.03667285 ustep: 1 
#> iter: 2  value: -108.1667 mgc: 5.642392e-07 ustep: 1 
#> iter: 3  mgc: 2.255973e-13 
#> iter: 1  mgc: 2.255973e-13 
#> outer mgc:  0.113889 
#>  50:     338.88224: -8.65973 -3.76625 -3.75672 -3.81480 -4.02330 -4.23053 -4.47933 -4.76154 -4.73214 -0.947268 -0.560363 -1.36014 -1.80221 -0.642729 -1.33516  2.06806  2.44139  1.62284
#> iter: 1  value: -108.1813 mgc: 0.03071352 ustep: 1 
#> iter: 2  value: -108.1813 mgc: 4.991285e-07 ustep: 1 
#> iter: 3  mgc: 2.184919e-13 
#> iter: 1  mgc: 2.184919e-13 
#> outer mgc:  0.1262701 
#>  51:     338.88165: -8.65842 -3.76463 -3.75495 -3.81345 -4.02216 -4.22864 -4.47898 -4.75956 -4.73154 -0.947193 -0.560210 -1.35990 -1.80232 -0.642768 -1.33525  2.06769  2.44163  1.62305
#> iter: 1  value: -108.1814 mgc: 0.05307726 ustep: 1 
#> iter: 2  value: -108.1814 mgc: 1.897816e-06 ustep: 1 
#> iter: 3  mgc: 2.017275e-13 
#> iter: 1  value: -108.1899 mgc: 0.1021728 ustep: 1 
#> iter: 2  value: -108.1899 mgc: 9.578749e-06 ustep: 1 
#> iter: 3  mgc: 3.101963e-13 
#> iter: 1  value: -108.2267 mgc: 0.4433734 ustep: 1 
#> iter: 2  value: -108.2267 mgc: 0.0001828267 ustep: 1 
#> iter: 3  mgc: 5.45044e-11 
#> iter: 1  value: -108.3765 mgc: 1.773675 ustep: 1 
#> iter: 2  value: -108.3765 mgc: 0.003093379 ustep: 1 
#> iter: 3  value: -108.3765 mgc: 1.6773e-08 ustep: 1 
#> mgc: 2.451372e-13 
#> iter: 1  value: -109.0239 mgc: 7.105707 ustep: 1 
#> iter: 2  value: -109.0251 mgc: 0.06239314 ustep: 1 
#> iter: 3  value: -109.0251 mgc: 9.047718e-06 ustep: 1 
#> iter: 4  mgc: 2.242651e-13 
#> iter: 1  value: -111.5768 mgc: 27.96472 ustep: 1 
#> iter: 2  value: -112.9163 mgc: 2.621062 ustep: 1 
#> iter: 3  value: -112.9167 mgc: 0.04231283 ustep: 1 
#> iter: 4  value: -112.9167 mgc: 3.530926e-05 ustep: 1 
#> iter: 5  mgc: 1.314276e-11 
#> iter: 1  mgc: 1.314276e-11 
#> outer mgc:  6.142648 
#>  52:     336.49841: -6.34368 -1.40190 -1.40058 -1.46584 -1.71370 -1.91144 -2.14143 -2.40198 -2.35502 -0.957467 -0.557073 -1.32794 -1.83503 -0.641411 -1.34016  2.05550  2.39924  1.61031
#> iter: 1  value: 36160.16 mgc: 153.3714 ustep: 0.0692153 
#> iter: 2  value: 28881.38 mgc: 319.8042 ustep: 0.01889791 
#> iter: 3  value: 27807.65 mgc: 2404.215 ustep: 0.0713142 
#> iter: 4  value: 22758.86 mgc: 4426.637 ustep: 0.1439018 
#> iter: 5  value: 21163.73 mgc: 1284.579 ustep: 0.3794059 
#> iter: 6  value: 20752.29 mgc: 511.1521 ustep: 0.6159978 
#> iter: 7  value: 20680.49 mgc: 175.0285 ustep: 0.7848768 
#> iter: 8  value: 20670.02 mgc: 48.12917 ustep: 0.8859441 
#> iter: 9  value: 20669.09 mgc: 6.033748 ustep: 0.9412519 
#> iter: 10  value: 20669.03 mgc: 1.220779 ustep: 0.9701844 
#> iter: 11  value: 20669.03 mgc: 0.05873392 ustep: 0.9849809 
#> iter: 12  value: 20669.03 mgc: 0.0008384591 ustep: 0.9924628 
#> iter: 13  value: 20669.03 mgc: 2.564758e-06 ustep: 0.9962246 
#> iter: 14  value: 20669.03 mgc: 1.398881e-08 ustep: 0.9981107 
#> iter: 15  mgc: 3.865558e-11 
#> iter: 1  value: -117.0926 mgc: 15.48298 ustep: 1 
#> iter: 2  value: -119.511 mgc: 2.740629 ustep: 1 
#> iter: 3  value: -119.5138 mgc: 0.1114678 ustep: 1 
#> iter: 4  value: -119.5138 mgc: 0.000362622 ustep: 1 
#> iter: 5  mgc: 2.820981e-09 
#> iter: 1  mgc: 2.820981e-09 
#> outer mgc:  10.58277 
#>  53:     334.41262: -5.40225 -0.495488 -0.504863 -0.556469 -0.759949 -0.957989 -1.18783 -1.44497 -1.39770 -0.961572 -0.553135 -1.36343 -1.84068 -0.639872 -1.34603  2.05328  2.40295  1.61002
#> iter: 1  value: -120.7586 mgc: 30.87182 ustep: 1 
#> iter: 2  value: -141.9516 mgc: 10.55167 ustep: 1 
#> iter: 3  value: -142.162 mgc: 1.4273 ustep: 1 
#> iter: 4  value: -142.1621 mgc: 0.03166942 ustep: 1 
#> iter: 5  value: -142.1621 mgc: 1.595366e-05 ustep: 1 
#> iter: 6  mgc: 3.043787e-12 
#> iter: 1  value: -136.0196 mgc: 5.732454 ustep: 1 
#> iter: 2  value: -136.0239 mgc: 0.1253538 ustep: 1 
#> iter: 3  value: -136.0239 mgc: 6.518372e-05 ustep: 1 
#> iter: 4  mgc: 3.284839e-11 
#> iter: 1  mgc: 3.284839e-11 
#> outer mgc:  13.89581 
#>  54:     329.28011: -5.25999 -0.665413 -0.702584 -0.611290 -0.652364 -0.774420 -0.978120 -1.20495 -1.18811 -0.978741 -0.547862 -1.49513 -1.81217 -0.637541 -1.37302  2.08576  2.47146  1.62876
#> iter: 1  value: -136.7853 mgc: 4.695471 ustep: 1 
#> iter: 2  value: -136.7996 mgc: 0.1849092 ustep: 1 
#> iter: 3  value: -136.7996 mgc: 0.0006764005 ustep: 1 
#> iter: 4  mgc: 8.104938e-09 
#> iter: 1  mgc: 8.104938e-09 
#> outer mgc:  11.51339 
#>  55:     326.33056: -5.12764 -0.617296 -0.455476 -0.447789 -0.582485 -0.657518 -0.774739 -0.962301 -0.914280 -0.971972 -0.557719 -1.51206 -1.80314 -0.631201 -1.31424  2.10364  2.51013  1.63830
#> iter: 1  value: -146.4489 mgc: 3.960359 ustep: 1 
#> iter: 2  value: -146.4718 mgc: 0.195374 ustep: 1 
#> iter: 3  value: -146.4718 mgc: 0.0005682964 ustep: 1 
#> iter: 4  mgc: 5.881398e-09 
#> iter: 1  value: -153.85 mgc: 4.57288 ustep: 1 
#> iter: 2  value: -153.973 mgc: 0.352873 ustep: 1 
#> iter: 3  value: -153.973 mgc: 0.003064738 ustep: 1 
#> iter: 4  value: -153.973 mgc: 3.359112e-07 ustep: 1 
#> iter: 5  mgc: 2.186307e-13 
#> iter: 1  mgc: 2.186307e-13 
#> outer mgc:  16.80331 
#>  56:     322.70314: -4.71150 -0.248558 -0.103077 -0.0978429 -0.0822093 -0.205757 -0.334561 -0.509910 -0.452657 -0.957878 -0.563289 -1.65957 -1.80821 -0.632547 -1.31270  2.12318  2.56123  1.64500
#> iter: 1  value: -153.8447 mgc: 14.46316 ustep: 1 
#> iter: 2  value: -156.8667 mgc: 4.233974 ustep: 1 
#> iter: 3  value: -156.8731 mgc: 0.3755406 ustep: 1 
#> iter: 4  value: -156.8731 mgc: 0.0011429 ustep: 1 
#> iter: 5  value: -156.8731 mgc: 1.692196e-08 ustep: 1 
#> mgc: 2.38698e-13 
#> iter: 1  value: -154.7677 mgc: 4.516996 ustep: 1 
#> iter: 2  value: -154.7772 mgc: 0.1860696 ustep: 1 
#> iter: 3  value: -154.7772 mgc: 0.0005038442 ustep: 1 
#> iter: 4  mgc: 2.791817e-09 
#> iter: 1  mgc: 2.791817e-09 
#> outer mgc:  20.98729 
#>  57:     319.25108: -4.65956 -0.213318 -0.283869 -0.0483609 -0.166024 -0.126402 -0.200139 -0.270923 -0.281266 -0.955377 -0.578712 -1.63410 -1.79438 -0.642030 -1.36375  2.14348  2.55291  1.64056
#> iter: 1  value: -160.9489 mgc: 3.77171 ustep: 1 
#> iter: 2  value: -160.9657 mgc: 0.1845348 ustep: 1 
#> iter: 3  value: -160.9657 mgc: 0.0006655471 ustep: 1 
#> iter: 4  mgc: 5.515071e-09 
#> iter: 1  mgc: 5.515071e-09 
#> outer mgc:  10.04943 
#>  58:     315.00002: -4.56242 -0.222197 -0.0861526 -0.0313672 -0.0434905 -0.0378244 -0.0535653 -0.140756 -0.0593699 -0.967134 -0.585598 -1.65597 -1.78440 -0.641496 -1.33728  2.15030  2.56766  1.64974
#> iter: 1  value: -173.7565 mgc: 3.957737 ustep: 1 
#> iter: 2  value: -173.7929 mgc: 0.4309513 ustep: 1 
#> iter: 3  value: -173.7929 mgc: 0.003006246 ustep: 1 
#> iter: 4  value: -173.7929 mgc: 1.109878e-07 ustep: 1 
#> mgc: 2.478018e-13 
#> iter: 1  mgc: 2.478018e-13 
#> outer mgc:  7.970803 
#>  59:     312.41762: -4.46285 -0.151209 -0.105412 0.0734781 0.0736932 0.0981466 0.0771338 0.0648238 0.129523 -0.969001 -0.593665 -1.73179 -1.79028 -0.642562 -1.37489  2.16775  2.57737  1.65206
#> iter: 1  value: -173.0962 mgc: 3.674628 ustep: 1 
#> iter: 2  value: -173.1404 mgc: 0.4790473 ustep: 1 
#> iter: 3  value: -173.1404 mgc: 0.003888076 ustep: 1 
#> iter: 4  value: -173.1404 mgc: 2.079727e-07 ustep: 1 
#> iter: 5  mgc: 2.344791e-13 
#> iter: 1  mgc: 2.344791e-13 
#> outer mgc:  12.73042 
#>  60:     311.16128: -4.34808 -0.119633 0.0469765 0.142906 0.116623 0.206402 0.259792 0.235135 0.331091 -0.971659 -0.599003 -1.75638 -1.76117 -0.641987 -1.34691  2.17988  2.58378  1.65020
#> iter: 1  value: -162.6893 mgc: 8.079561 ustep: 1 
#> iter: 2  value: -162.6919 mgc: 0.1936974 ustep: 1 
#> iter: 3  value: -162.6919 mgc: 0.0001518096 ustep: 1 
#> iter: 4  mgc: 2.915854e-10 
#> iter: 1  value: -177.6983 mgc: 1.573151 ustep: 1 
#> iter: 2  value: -177.6983 mgc: 0.008201231 ustep: 1 
#> iter: 3  value: -177.6983 mgc: 8.2561e-07 ustep: 1 
#> iter: 4  mgc: 3.046452e-13 
#> iter: 1  mgc: 3.046452e-13 
#> outer mgc:  5.106711 
#>  61:     310.13003: -4.35344 -0.114629 -0.0190634 0.119504 0.152808 0.203562 0.239030 0.255896 0.356623 -0.974311 -0.601367 -1.79379 -1.75368 -0.641562 -1.36042  2.18504  2.57920  1.64876
#> iter: 1  value: -181.5364 mgc: 2.026975 ustep: 1 
#> iter: 2  value: -181.5364 mgc: 0.01266678 ustep: 1 
#> iter: 3  value: -181.5364 mgc: 2.733191e-06 ustep: 1 
#> iter: 4  mgc: 3.701484e-13 
#> iter: 1  mgc: 3.701484e-13 
#> outer mgc:  4.365759 
#>  62:     309.63723: -4.36629 -0.155081 -0.0219330 0.103483 0.118483 0.209533 0.267668 0.274180 0.389733 -0.977222 -0.607307 -1.85075 -1.73122 -0.641158 -1.36676  2.19329  2.57263  1.64436
#> iter: 1  value: -181.9249 mgc: 1.481889 ustep: 1 
#> iter: 2  value: -181.9251 mgc: 0.02332461 ustep: 1 
#> iter: 3  value: -181.9251 mgc: 9.576958e-06 ustep: 1 
#> iter: 4  mgc: 1.871281e-12 
#> iter: 1  mgc: 1.871281e-12 
#> outer mgc:  3.117507 
#>  63:     309.38075: -4.35066 -0.143139 -0.0279194 0.121033 0.167065 0.231126 0.283329 0.322753 0.429906 -0.984697 -0.621532 -1.87529 -1.70466 -0.646457 -1.36339  2.20381  2.57364  1.64295
#> iter: 1  value: -183.5928 mgc: 1.320681 ustep: 1 
#> iter: 2  value: -183.593 mgc: 0.02844555 ustep: 1 
#> iter: 3  value: -183.593 mgc: 1.394579e-05 ustep: 1 
#> iter: 4  mgc: 2.829403e-12 
#> iter: 1  mgc: 2.829403e-12 
#> outer mgc:  3.305945 
#>  64:     309.31902: -4.32927 -0.133672 0.00278938 0.136191 0.167464 0.263014 0.328046 0.351709 0.481711 -0.993607 -0.645723 -1.89262 -1.69225 -0.653291 -1.36590  2.20719  2.58086  1.64246
#> iter: 1  value: -181.1376 mgc: 1.479463 ustep: 1 
#> iter: 2  value: -181.1377 mgc: 0.01969104 ustep: 1 
#> iter: 3  value: -181.1377 mgc: 6.288646e-06 ustep: 1 
#> iter: 4  mgc: 5.448975e-13 
#> iter: 1  mgc: 5.448975e-13 
#> outer mgc:  3.021044 
#>  65:     309.27644: -4.35279 -0.147816 -0.0290985 0.110303 0.138876 0.227315 0.296217 0.337343 0.451798 -0.996665 -0.670585 -1.91417 -1.65701 -0.663086 -1.36394  2.21923  2.56885  1.63127
#> iter: 1  value: -189.8896 mgc: 1.862257 ustep: 1 
#> iter: 2  value: -189.8896 mgc: 0.007970813 ustep: 1 
#> iter: 3  value: -189.8896 mgc: 9.942265e-07 ustep: 1 
#> iter: 4  mgc: 4.374279e-13 
#> iter: 1  value: -183.7725 mgc: 0.3920296 ustep: 1 
#> iter: 2  value: -183.7725 mgc: 0.001065614 ustep: 1 
#> iter: 3  value: -183.7725 mgc: 2.047503e-08 ustep: 1 
#> mgc: 3.739231e-13 
#> iter: 1  mgc: 3.739231e-13 
#> outer mgc:  1.162865 
#>  66:     309.21693: -4.35439 -0.159654 -0.0297574 0.113111 0.159056 0.235772 0.299826 0.332329 0.454446 -0.999828 -0.668570 -1.92267 -1.66606 -0.660388 -1.36523  2.21677  2.56989  1.63367
#> iter: 1  value: -185.2155 mgc: 0.4590458 ustep: 1 
#> iter: 2  value: -185.2155 mgc: 0.001332405 ustep: 1 
#> iter: 3  value: -185.2155 mgc: 3.067487e-08 ustep: 1 
#> mgc: 3.868017e-13 
#> iter: 1  mgc: 3.868017e-13 
#> outer mgc:  2.543499 
#>  67:     309.21692: -4.35093 -0.159367 -0.0302089 0.123983 0.147928 0.241812 0.306463 0.348754 0.457756 -0.999277 -0.663597 -1.93160 -1.67341 -0.656266 -1.35756  2.21324  2.57137  1.63370
#> iter: 1  value: -185.4051 mgc: 0.1619381 ustep: 1 
#> iter: 2  value: -185.4051 mgc: 8.839341e-05 ustep: 1 
#> iter: 3  mgc: 1.484715e-10 
#> iter: 1  mgc: 1.484715e-10 
#> outer mgc:  0.4414847 
#>  68:     309.18849: -4.35056 -0.159150 -0.0279341 0.116087 0.157742 0.240648 0.307711 0.344241 0.462740 -0.999237 -0.662957 -1.93338 -1.67300 -0.656066 -1.35782  2.21300  2.57174  1.63370
#> iter: 1  value: -186.0242 mgc: 0.2940354 ustep: 1 
#> iter: 2  value: -186.0242 mgc: 0.0006197055 ustep: 1 
#> iter: 3  mgc: 7.742193e-09 
#> iter: 1  mgc: 7.742193e-09 
#> outer mgc:  0.7030069 
#>  69:     309.18342: -4.34846 -0.158377 -0.0286028 0.120008 0.158910 0.245620 0.308999 0.348806 0.471659 -0.999012 -0.660103 -1.94062 -1.67133 -0.655151 -1.35847  2.21205  2.57304  1.63364
#> iter: 1  value: -185.7591 mgc: 0.2444257 ustep: 1 
#> iter: 2  value: -185.7591 mgc: 0.000370489 ustep: 1 
#> iter: 3  mgc: 2.350792e-09 
#> iter: 1  mgc: 2.350792e-09 
#> outer mgc:  0.4652386 
#>  70:     309.18011: -4.34563 -0.155379 -0.0233980 0.118563 0.161607 0.246026 0.314109 0.355690 0.474647 -0.998892 -0.654385 -1.94340 -1.66558 -0.655733 -1.35739  2.21379  2.57238  1.63494
#> iter: 1  value: -186.2416 mgc: 0.1737169 ustep: 1 
#> iter: 2  value: -186.2416 mgc: 0.000415329 ustep: 1 
#> iter: 3  mgc: 2.667441e-09 
#> iter: 1  mgc: 2.667441e-09 
#> outer mgc:  0.8367627 
#>  71:     309.17922: -4.34166 -0.154605 -0.0248447 0.123916 0.168115 0.247856 0.318652 0.358317 0.479341 -1.00086 -0.660984 -1.94056 -1.66748 -0.655729 -1.35937  2.21476  2.57395  1.63765
#> iter: 1  value: -186.5831 mgc: 0.1802611 ustep: 1 
#> iter: 2  value: -186.5831 mgc: 0.0002067929 ustep: 1 
#> iter: 3  mgc: 8.923698e-10 
#> iter: 1  mgc: 8.923698e-10 
#> outer mgc:  0.6198974 
#>  72:     309.17840: -4.34160 -0.154464 -0.0233788 0.121770 0.162428 0.251950 0.319174 0.359904 0.484858 -1.00003 -0.669563 -1.94380 -1.67076 -0.656755 -1.35602  2.21238  2.57701  1.63561
#> iter: 1  value: -185.9685 mgc: 0.1356939 ustep: 1 
#> iter: 2  value: -185.9685 mgc: 4.069017e-05 ustep: 1 
#> iter: 3  mgc: 4.702017e-12 
#> iter: 1  mgc: 4.702017e-12 
#> outer mgc:  0.4140431 
#>  73:     309.17632: -4.34066 -0.156099 -0.0229951 0.122771 0.163588 0.252215 0.319625 0.359617 0.483339 -1.00228 -0.657277 -1.94383 -1.66612 -0.655103 -1.35819  2.21067  2.57482  1.63176
#> iter: 1  value: -186.6374 mgc: 0.1619457 ustep: 1 
#> iter: 2  value: -186.6374 mgc: 6.276572e-05 ustep: 1 
#> iter: 3  mgc: 7.122258e-11 
#> iter: 1  value: -186.1081 mgc: 0.03281342 ustep: 1 
#> iter: 2  value: -186.1081 mgc: 2.572897e-06 ustep: 1 
#> iter: 3  mgc: 4.907186e-13 
#> iter: 1  mgc: 4.907186e-13 
#> outer mgc:  0.07894349 
#>  74:     309.17527: -4.34087 -0.155417 -0.0234903 0.122445 0.165326 0.250474 0.319704 0.360664 0.483429 -1.00241 -0.657609 -1.94411 -1.66665 -0.655058 -1.35801  2.21104  2.57471  1.63217
#> iter: 1  value: -186.3835 mgc: 0.03620599 ustep: 1 
#> iter: 2  value: -186.3835 mgc: 8.875896e-06 ustep: 1 
#> iter: 3  mgc: 1.660894e-12 
#> iter: 1  mgc: 1.660894e-12 
#> outer mgc:  0.195909 
#>  75:     309.17504: -4.34128 -0.154734 -0.0231523 0.122842 0.164645 0.251449 0.320036 0.361113 0.484555 -1.00247 -0.658564 -1.94468 -1.66774 -0.654923 -1.35746  2.21208  2.57444  1.63320
#> iter: 1  value: -186.4484 mgc: 0.0736284 ustep: 1 
#> iter: 2  value: -186.4484 mgc: 9.052323e-06 ustep: 1 
#> iter: 3  mgc: 1.731948e-12 
#> iter: 1  mgc: 1.731948e-12 
#> outer mgc:  0.1075417 
#>  76:     309.17497: -4.34070 -0.154484 -0.0225932 0.123250 0.165879 0.251742 0.320816 0.361907 0.484634 -0.999865 -0.659695 -1.94551 -1.66629 -0.654639 -1.35799  2.21395  2.57293  1.63704
#> iter: 1  value: -186.2942 mgc: 0.05067379 ustep: 1 
#> iter: 2  value: -186.2942 mgc: 8.549036e-05 ustep: 1 
#> iter: 3  mgc: 1.218954e-10 
#> iter: 1  mgc: 1.218954e-10 
#> outer mgc:  0.08667162 
#>  77:     309.17494: -4.33941 -0.153950 -0.0223124 0.123813 0.166828 0.252241 0.321725 0.363754 0.487590 -0.999766 -0.662105 -1.94491 -1.66608 -0.655504 -1.35747  2.21105  2.57469  1.63658
#> iter: 1  value: -186.544 mgc: 0.0231125 ustep: 1 
#> iter: 2  value: -186.544 mgc: 2.023833e-06 ustep: 1 
#> iter: 3  mgc: 5.437872e-13 
#> iter: 1  mgc: 5.437872e-13 
#> outer mgc:  0.06585013 
#>  78:     309.17472: -4.33941 -0.154501 -0.0224862 0.123616 0.166312 0.252464 0.322465 0.363936 0.487752 -1.00144 -0.661186 -1.94551 -1.66684 -0.654982 -1.35753  2.21248  2.57495  1.63581
#> iter: 1  value: -186.4153 mgc: 0.05825415 ustep: 1 
#> iter: 2  value: -186.4153 mgc: 2.45267e-06 ustep: 1 
#> iter: 3  mgc: 5.946355e-13 
#> iter: 1  value: -186.4508 mgc: 0.02008913 ustep: 1 
#> iter: 2  value: -186.4508 mgc: 5.733722e-07 ustep: 1 
#> iter: 3  mgc: 3.588241e-13 
#> iter: 1  mgc: 3.588241e-13 
#> outer mgc:  0.07463166 
#>  79:     309.17470: -4.33956 -0.154203 -0.0225291 0.123646 0.166791 0.252678 0.321954 0.364129 0.487751 -1.00129 -0.660619 -1.94547 -1.66682 -0.655018 -1.35724  2.21289  2.57466  1.63522
#> iter: 1  value: -186.4523 mgc: 0.03312003 ustep: 1 
#> iter: 2  value: -186.4523 mgc: 9.26531e-07 ustep: 1 
#> iter: 3  mgc: 3.938516e-13 
#> iter: 1  mgc: 3.938516e-13 
#> outer mgc:  0.03590105 
#>  80:     309.17469: -4.33981 -0.154339 -0.0224324 0.123764 0.166494 0.252472 0.322156 0.363665 0.487534 -1.00091 -0.659970 -1.94551 -1.66739 -0.655058 -1.35721  2.21297  2.57417  1.63500
#> iter: 1  value: -186.4837 mgc: 0.05134651 ustep: 1 
#> iter: 2  value: -186.4837 mgc: 1.519557e-06 ustep: 1 
#> iter: 3  mgc: 3.308465e-13 
#> iter: 1  mgc: 3.308465e-13 
#> outer mgc:  0.04248671 
#>  81:     309.17468: -4.34003 -0.154201 -0.0223050 0.123615 0.166339 0.252342 0.322012 0.363548 0.487376 -1.00149 -0.659726 -1.94514 -1.66679 -0.654960 -1.35764  2.21301  2.57429  1.63563
#> iter: 1  value: -186.4736 mgc: 0.02253777 ustep: 1 
#> iter: 2  value: -186.4736 mgc: 1.707059e-06 ustep: 1 
#> iter: 3  mgc: 4.205525e-13 
#> iter: 1  mgc: 4.205525e-13 
#> outer mgc:  0.03638728 
#>  82:     309.17468: -4.33987 -0.154383 -0.0227714 0.123395 0.166295 0.252325 0.321912 0.363624 0.486977 -1.00142 -0.660356 -1.94568 -1.66650 -0.654443 -1.35757  2.21276  2.57440  1.63534
#> iter: 1  value: -186.4305 mgc: 0.01858701 ustep: 1 
#> iter: 2  value: -186.4305 mgc: 6.859077e-07 ustep: 1 
#> iter: 3  mgc: 3.641532e-13 
#> iter: 1  value: -186.4626 mgc: 0.006753945 ustep: 1 
#> iter: 2  value: -186.4626 mgc: 1.774964e-07 ustep: 1 
#> iter: 3  mgc: 2.88658e-13 
#> iter: 1  mgc: 2.88658e-13 
#> outer mgc:  0.02611513 
#>  83:     309.17467: -4.33990 -0.154483 -0.0225129 0.123510 0.166363 0.252270 0.321885 0.363402 0.487190 -1.00137 -0.660334 -1.94561 -1.66659 -0.654538 -1.35744  2.21282  2.57441  1.63530
#> iter: 1  value: -186.4539 mgc: 0.008280287 ustep: 1 
#> iter: 2  value: -186.4539 mgc: 4.64105e-07 ustep: 1 
#> iter: 3  mgc: 3.939071e-13 
#> iter: 1  mgc: 3.939071e-13 
#> outer mgc:  0.00896484 
#>  84:     309.17466: -4.33981 -0.154348 -0.0225388 0.123534 0.166419 0.252401 0.321960 0.363573 0.487236 -1.00143 -0.660225 -1.94547 -1.66676 -0.654750 -1.35745  2.21293  2.57440  1.63512
#> iter: 1  value: -186.4697 mgc: 0.007090636 ustep: 1 
#> iter: 2  value: -186.4697 mgc: 7.51733e-08 ustep: 1 
#> mgc: 3.821388e-13 
#> iter: 1  value: -186.4584 mgc: 0.00167464 ustep: 1 
#> iter: 2  mgc: 6.842716e-09 
#> iter: 1  mgc: 6.842716e-09 
#> outer mgc:  0.01164988 
#>  85:     309.17466: -4.33982 -0.154363 -0.0225410 0.123581 0.166412 0.252316 0.321959 0.363621 0.487246 -1.00142 -0.660213 -1.94547 -1.66680 -0.654762 -1.35745  2.21293  2.57440  1.63513
#> iter: 1  value: -186.4579 mgc: 0.0007389852 ustep: 1 
#> iter: 2  mgc: 2.040139e-09 
#> iter: 1  mgc: 2.040139e-09 
#> outer mgc:  0.001164395 
#>  86:     309.17466: -4.33982 -0.154360 -0.0225390 0.123551 0.166411 0.252361 0.321957 0.363599 0.487255 -1.00141 -0.660208 -1.94547 -1.66680 -0.654766 -1.35745  2.21293  2.57441  1.63513
#> iter: 1  value: -186.4579 mgc: 0.001091255 ustep: 1 
#> iter: 2  mgc: 2.117801e-09 
#> iter: 1  mgc: 2.117801e-09 
#> outer mgc:  0.002622742 
#>  87:     309.17466: -4.33982 -0.154361 -0.0225556 0.123544 0.166419 0.252374 0.321970 0.363601 0.487257 -1.00138 -0.660183 -1.94546 -1.66683 -0.654784 -1.35743  2.21294  2.57442  1.63515
#> iter: 1  value: -186.46 mgc: 0.0006285996 ustep: 1 
#> iter: 2  mgc: 9.407608e-10 
#> iter: 1  mgc: 9.407608e-10 
#> outer mgc:  0.001242863 
#>  88:     309.17466: -4.33982 -0.154368 -0.0225436 0.123547 0.166406 0.252363 0.321958 0.363606 0.487261 -1.00136 -0.660154 -1.94546 -1.66683 -0.654780 -1.35744  2.21293  2.57441  1.63518
#> iter: 1  value: -186.4603 mgc: 0.0005658977 ustep: 1 
#> iter: 2  mgc: 4.501475e-10 
#>  89:     309.17466: -4.33982 -0.154368 -0.0225436 0.123547 0.166406 0.252363 0.321958 0.363606 0.487261 -1.00136 -0.660154 -1.94546 -1.66683 -0.654780 -1.35744  2.21293  2.57441  1.63518
#> iter: 1  mgc: 9.407608e-10 
#> iter: 1  mgc: 9.407608e-10 
#> outer mgc:  0.001242863 
#> iter: 1  value: -186.4604 mgc: 0.001729035 ustep: 1 
#> iter: 2  value: -186.4604 mgc: 2.340505e-08 ustep: 1 
#> mgc: 5.164758e-13 
#> outer mgc:  0.07160853 
#> iter: 1  value: -186.4594 mgc: 0.001729035 ustep: 1 
#> iter: 2  value: -186.4594 mgc: 2.34036e-08 ustep: 1 
#> mgc: 3.601563e-13 
#> outer mgc:  0.07146194 
#> iter: 1  value: -186.4602 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4602 mgc: 4.802847e-07 ustep: 1 
#> iter: 3  mgc: 3.610445e-13 
#> outer mgc:  0.1316003 
#> iter: 1  value: -186.4596 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4596 mgc: 4.800182e-07 ustep: 1 
#> iter: 3  mgc: 4.374279e-13 
#> outer mgc:  0.1327849 
#> iter: 1  value: -186.4605 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4605 mgc: 1.427607e-06 ustep: 1 
#> iter: 3  mgc: 4.836131e-13 
#> outer mgc:  0.2114991 
#> iter: 1  value: -186.4592 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4592 mgc: 1.426831e-06 ustep: 1 
#> iter: 3  mgc: 3.153033e-13 
#> outer mgc:  0.2103988 
#> iter: 1  value: -186.4605 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4605 mgc: 1.297058e-06 ustep: 1 
#> iter: 3  mgc: 2.662315e-13 
#> outer mgc:  0.2204159 
#> iter: 1  value: -186.4592 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4592 mgc: 1.296369e-06 ustep: 1 
#> iter: 3  mgc: 3.117506e-13 
#> outer mgc:  0.2201389 
#> iter: 1  value: -186.4605 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4605 mgc: 1.42807e-06 ustep: 1 
#> iter: 3  mgc: 3.13527e-13 
#> outer mgc:  0.2205634 
#> iter: 1  value: -186.4592 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4592 mgc: 1.42726e-06 ustep: 1 
#> iter: 3  mgc: 3.215206e-13 
#> outer mgc:  0.2230482 
#> iter: 1  value: -186.4604 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4604 mgc: 1.507698e-06 ustep: 1 
#> iter: 3  mgc: 2.768896e-13 
#> outer mgc:  0.2196028 
#> iter: 1  value: -186.4593 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4593 mgc: 1.506785e-06 ustep: 1 
#> iter: 3  mgc: 4.455325e-13 
#> outer mgc:  0.2197004 
#> iter: 1  value: -186.4603 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4603 mgc: 1.815642e-06 ustep: 1 
#> iter: 3  mgc: 5.160317e-13 
#> outer mgc:  0.2114755 
#> iter: 1  value: -186.4594 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4594 mgc: 1.814355e-06 ustep: 1 
#> iter: 3  mgc: 4.796163e-13 
#> outer mgc:  0.2131629 
#> iter: 1  value: -186.4599 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4599 mgc: 2.294321e-06 ustep: 1 
#> iter: 3  mgc: 3.859135e-13 
#> outer mgc:  0.1916375 
#> iter: 1  value: -186.4599 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4599 mgc: 2.292872e-06 ustep: 1 
#> iter: 3  mgc: 5.27578e-13 
#> outer mgc:  0.1894736 
#> iter: 1  value: -186.4602 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4602 mgc: 3.143511e-06 ustep: 1 
#> iter: 3  mgc: 3.494982e-13 
#> outer mgc:  0.1129493 
#> iter: 1  value: -186.4596 mgc: 0.01510268 ustep: 1 
#> iter: 2  value: -186.4596 mgc: 3.139722e-06 ustep: 1 
#> iter: 3  mgc: 3.78364e-13 
#> outer mgc:  0.1129169 
#> iter: 1  value: -186.3552 mgc: 0.02867707 ustep: 1 
#> iter: 2  value: -186.3552 mgc: 5.787316e-07 ustep: 1 
#> iter: 3  mgc: 5.281331e-13 
#> outer mgc:  0.07643486 
#> iter: 1  value: -186.5646 mgc: 0.02873448 ustep: 1 
#> iter: 2  value: -186.5646 mgc: 5.797102e-07 ustep: 1 
#> iter: 3  mgc: 3.03535e-13 
#> outer mgc:  0.076395 
#> iter: 1  value: -186.4564 mgc: 0.01256032 ustep: 1 
#> iter: 2  value: -186.4564 mgc: 2.357762e-08 ustep: 1 
#> mgc: 3.597123e-13 
#> outer mgc:  0.02658812 
#> iter: 1  value: -186.4635 mgc: 0.01258547 ustep: 1 
#> iter: 2  value: -186.4635 mgc: 2.364132e-08 ustep: 1 
#> mgc: 3.215206e-13 
#> outer mgc:  0.0265067 
#> iter: 1  value: -186.348 mgc: 0.02145351 ustep: 1 
#> iter: 2  value: -186.348 mgc: 1.406603e-06 ustep: 1 
#> iter: 3  mgc: 4.503065e-13 
#> outer mgc:  0.05190072 
#> iter: 1  value: -186.5719 mgc: 0.02149646 ustep: 1 
#> iter: 2  value: -186.5719 mgc: 1.410143e-06 ustep: 1 
#> iter: 3  mgc: 4.094503e-13 
#> outer mgc:  0.05196985 
#> iter: 1  value: -186.3486 mgc: 0.02868762 ustep: 1 
#> iter: 2  value: -186.3486 mgc: 1.217343e-06 ustep: 1 
#> iter: 3  mgc: 2.4869e-13 
#> outer mgc:  0.07603334 
#> iter: 1  value: -186.5714 mgc: 0.02874505 ustep: 1 
#> iter: 2  value: -186.5714 mgc: 1.218168e-06 ustep: 1 
#> iter: 3  mgc: 3.502754e-13 
#> outer mgc:  0.07652307 
#> iter: 1  value: -186.4596 mgc: 0.002467055 ustep: 1 
#> iter: 2  value: -186.4596 mgc: 3.504153e-08 ustep: 1 
#> mgc: 4.942713e-13 
#> outer mgc:  0.03781396 
#> iter: 1  value: -186.4603 mgc: 0.002471994 ustep: 1 
#> iter: 2  value: -186.4603 mgc: 3.517842e-08 ustep: 1 
#> mgc: 3.391731e-13 
#> outer mgc:  0.03722597 
#> iter: 1  value: -186.4209 mgc: 0.0194882 ustep: 1 
#> iter: 2  value: -186.4209 mgc: 2.351957e-06 ustep: 1 
#> iter: 3  mgc: 3.244072e-13 
#> outer mgc:  0.1623734 
#> iter: 1  value: -186.4989 mgc: 0.01952722 ustep: 1 
#> iter: 2  value: -186.4989 mgc: 2.355669e-06 ustep: 1 
#> iter: 3  mgc: 5.173639e-13 
#> outer mgc:  0.1619139 
#> iter: 1  value: -186.4599 mgc: 0.0002314779 ustep: 1 
#> iter: 2  mgc: 6.99268e-10 
#> outer mgc:  0.04157089 
#> iter: 1  value: -186.46 mgc: 0.0002319413 ustep: 1 
#> iter: 2  mgc: 7.020554e-10 
#> outer mgc:  0.04235579 
#> iter: 1  value: -186.4599 mgc: 0.0001645736 ustep: 1 
#> iter: 2  mgc: 1.004391e-09 
#> outer mgc:  0.04168507 
#> iter: 1  value: -186.46 mgc: 0.0001649031 ustep: 1 
#> iter: 2  mgc: 1.008392e-09 
#> outer mgc:  0.04223156 
#> iter: 1  value: -186.5585 mgc: 0.02835682 ustep: 1 
#> iter: 2  value: -186.5585 mgc: 2.796358e-07 ustep: 1 
#> iter: 3  mgc: 5.011547e-13 
#> outer mgc:  0.03983106 
#> iter: 1  value: -186.3614 mgc: 0.02829941 ustep: 1 
#> iter: 2  value: -186.3614 mgc: 2.789721e-07 ustep: 1 
#> iter: 3  mgc: 4.474754e-13 
#> outer mgc:  0.03969872 
#> iter: 1  value: -186.4595 mgc: 0.0002501518 ustep: 1 
#> iter: 2  mgc: 1.272031e-10 
#> iter: 1  mgc: 1.272031e-10 
#> outer mgc:  1.433567e-08 
#> iter: 1  value: -186.4599 mgc: 0.001729062 ustep: 1 
#> iter: 2  value: -186.4599 mgc: 2.340562e-08 ustep: 1 
#> mgc: 2.982059e-13 
#> outer mgc:  0.0715363 
#> iter: 1  value: -186.4589 mgc: 0.001729062 ustep: 1 
#> iter: 2  value: -186.4589 mgc: 2.340415e-08 ustep: 1 
#> mgc: 3.641532e-13 
#> outer mgc:  0.07153627 
#> iter: 1  value: -186.4597 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4597 mgc: 4.802849e-07 ustep: 1 
#> iter: 3  mgc: 3.481659e-13 
#> outer mgc:  0.1321941 
#> iter: 1  value: -186.459 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.459 mgc: 4.800184e-07 ustep: 1 
#> iter: 3  mgc: 3.892442e-13 
#> outer mgc:  0.1321921 
#> iter: 1  value: -186.46 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.46 mgc: 1.42762e-06 ustep: 1 
#> iter: 3  mgc: 3.401723e-13 
#> outer mgc:  0.2109508 
#> iter: 1  value: -186.4587 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4587 mgc: 1.426843e-06 ustep: 1 
#> iter: 3  mgc: 3.885781e-13 
#> outer mgc:  0.210949 
#> iter: 1  value: -186.46 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.46 mgc: 1.29707e-06 ustep: 1 
#> iter: 3  mgc: 3.5838e-13 
#> outer mgc:  0.2202789 
#> iter: 1  value: -186.4587 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4587 mgc: 1.296381e-06 ustep: 1 
#> iter: 3  mgc: 3.028688e-13 
#> outer mgc:  0.2202779 
#> iter: 1  value: -186.46 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.46 mgc: 1.428082e-06 ustep: 1 
#> iter: 3  mgc: 4.101164e-13 
#> outer mgc:  0.2218072 
#> iter: 1  value: -186.4587 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4587 mgc: 1.427273e-06 ustep: 1 
#> iter: 3  mgc: 3.452794e-13 
#> outer mgc:  0.2218063 
#> iter: 1  value: -186.4599 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4599 mgc: 1.50771e-06 ustep: 1 
#> iter: 3  mgc: 4.591882e-13 
#> outer mgc:  0.2196531 
#> iter: 1  value: -186.4588 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4588 mgc: 1.506797e-06 ustep: 1 
#> iter: 3  mgc: 3.324563e-13 
#> outer mgc:  0.219652 
#> iter: 1  value: -186.4598 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4598 mgc: 1.815655e-06 ustep: 1 
#> iter: 3  mgc: 3.965717e-13 
#> outer mgc:  0.2123207 
#> iter: 1  value: -186.4589 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4589 mgc: 1.814368e-06 ustep: 1 
#> iter: 3  mgc: 4.272138e-13 
#> outer mgc:  0.2123195 
#> iter: 1  value: -186.4594 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4594 mgc: 2.294326e-06 ustep: 1 
#> iter: 3  mgc: 3.721468e-13 
#> outer mgc:  0.1905569 
#> iter: 1  value: -186.4594 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4594 mgc: 2.292877e-06 ustep: 1 
#> iter: 3  mgc: 4.782841e-13 
#> outer mgc:  0.1905557 
#> iter: 1  value: -186.4597 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4597 mgc: 3.143532e-06 ustep: 1 
#> iter: 3  mgc: 3.779199e-13 
#> outer mgc:  0.11293 
#> iter: 1  value: -186.4591 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4591 mgc: 3.139744e-06 ustep: 1 
#> iter: 3  mgc: 4.791723e-13 
#> outer mgc:  0.1129364 
#> iter: 1  value: -186.3547 mgc: 0.0286769 ustep: 1 
#> iter: 2  value: -186.3547 mgc: 5.787324e-07 ustep: 1 
#> iter: 3  mgc: 3.677059e-13 
#> outer mgc:  0.07640439 
#> iter: 1  value: -186.5641 mgc: 0.02873431 ustep: 1 
#> iter: 2  value: -186.5641 mgc: 5.797112e-07 ustep: 1 
#> iter: 3  mgc: 4.019007e-13 
#> outer mgc:  0.07642535 
#> iter: 1  value: -186.4559 mgc: 0.01256035 ustep: 1 
#> iter: 2  value: -186.4559 mgc: 2.357777e-08 ustep: 1 
#> mgc: 5.198064e-13 
#> outer mgc:  0.02653758 
#> iter: 1  value: -186.463 mgc: 0.0125855 ustep: 1 
#> iter: 2  value: -186.463 mgc: 2.364143e-08 ustep: 1 
#> mgc: 3.43725e-13 
#> outer mgc:  0.02655721 
#> iter: 1  value: -186.3475 mgc: 0.02145346 ustep: 1 
#> iter: 2  value: -186.3475 mgc: 1.406594e-06 ustep: 1 
#> iter: 3  mgc: 3.068656e-13 
#> outer mgc:  0.05197201 
#> iter: 1  value: -186.5714 mgc: 0.02149641 ustep: 1 
#> iter: 2  value: -186.5714 mgc: 1.410134e-06 ustep: 1 
#> iter: 3  mgc: 4.969358e-13 
#> outer mgc:  0.05189867 
#> iter: 1  value: -186.3481 mgc: 0.02868746 ustep: 1 
#> iter: 2  value: -186.3481 mgc: 1.217335e-06 ustep: 1 
#> iter: 3  mgc: 4.72955e-13 
#> outer mgc:  0.07632204 
#> iter: 1  value: -186.5709 mgc: 0.02874489 ustep: 1 
#> iter: 2  value: -186.5709 mgc: 1.218161e-06 ustep: 1 
#> iter: 3  mgc: 4.050094e-13 
#> outer mgc:  0.07623542 
#> iter: 1  value: -186.4591 mgc: 0.00246709 ustep: 1 
#> iter: 2  value: -186.4591 mgc: 3.504246e-08 ustep: 1 
#> mgc: 3.181899e-13 
#> outer mgc:  0.03748774 
#> iter: 1  value: -186.4598 mgc: 0.002472029 ustep: 1 
#> iter: 2  value: -186.4598 mgc: 3.517941e-08 ustep: 1 
#> mgc: 3.121947e-13 
#> outer mgc:  0.03755336 
#> iter: 1  value: -186.4204 mgc: 0.01948835 ustep: 1 
#> iter: 2  value: -186.4204 mgc: 2.351931e-06 ustep: 1 
#> iter: 3  mgc: 4.352074e-13 
#> outer mgc:  0.1620982 
#> iter: 1  value: -186.4984 mgc: 0.01952736 ustep: 1 
#> iter: 2  value: -186.4984 mgc: 2.355643e-06 ustep: 1 
#> iter: 3  mgc: 3.206324e-13 
#> outer mgc:  0.1621887 
#> iter: 1  value: -186.4594 mgc: 0.0002314739 ustep: 1 
#> iter: 2  mgc: 6.991618e-10 
#> outer mgc:  0.04192075 
#> iter: 1  value: -186.4595 mgc: 0.0002319374 ustep: 1 
#> iter: 2  mgc: 7.018743e-10 
#> outer mgc:  0.04200453 
#> iter: 1  value: -186.4594 mgc: 0.0001645718 ustep: 1 
#> iter: 2  mgc: 1.004369e-09 
#> outer mgc:  0.04191598 
#> iter: 1  value: -186.4595 mgc: 0.0001649013 ustep: 1 
#> iter: 2  mgc: 1.008569e-09 
#> outer mgc:  0.04199973 
#> iter: 1  value: -186.558 mgc: 0.02835666 ustep: 1 
#> iter: 2  value: -186.558 mgc: 2.796373e-07 ustep: 1 
#> iter: 3  mgc: 3.754219e-13 
#> outer mgc:  0.03976526 
#> iter: 1  value: -186.3609 mgc: 0.02829925 ustep: 1 
#> iter: 2  value: -186.3609 mgc: 2.789733e-07 ustep: 1 
#> iter: 3  mgc: 4.048983e-13 
#> outer mgc:  0.03976422 
#> iter: 1  mgc: 5.109047e-09 
#> iter: 1  mgc: 5.109047e-09 
#> outer mgc:  1.110948e-10 
#> iter: 1  value: -186.4599 mgc: 0.001729064 ustep: 1 
#> iter: 2  value: -186.4599 mgc: 2.340559e-08 ustep: 1 
#> mgc: 3.308465e-13 
#> outer mgc:  0.0715363 
#> iter: 1  value: -186.4589 mgc: 0.001729059 ustep: 1 
#> iter: 2  value: -186.4589 mgc: 2.340419e-08 ustep: 1 
#> mgc: 4.911627e-13 
#> outer mgc:  0.07153627 
#> iter: 1  value: -186.4597 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4597 mgc: 4.802846e-07 ustep: 1 
#> iter: 3  mgc: 4.913847e-13 
#> outer mgc:  0.1321941 
#> iter: 1  value: -186.459 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.459 mgc: 4.800183e-07 ustep: 1 
#> iter: 3  mgc: 4.947154e-13 
#> outer mgc:  0.1321921 
#> iter: 1  value: -186.46 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.46 mgc: 1.42762e-06 ustep: 1 
#> iter: 3  mgc: 5.635492e-13 
#> outer mgc:  0.2109508 
#> iter: 1  value: -186.4587 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4587 mgc: 1.426843e-06 ustep: 1 
#> iter: 3  mgc: 3.68594e-13 
#> outer mgc:  0.210949 
#> iter: 1  value: -186.46 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.46 mgc: 1.29707e-06 ustep: 1 
#> iter: 3  mgc: 4.076739e-13 
#> outer mgc:  0.2202789 
#> iter: 1  value: -186.4587 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4587 mgc: 1.296381e-06 ustep: 1 
#> iter: 3  mgc: 3.499423e-13 
#> outer mgc:  0.2202779 
#> iter: 1  value: -186.46 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.46 mgc: 1.428082e-06 ustep: 1 
#> iter: 3  mgc: 2.655653e-13 
#> outer mgc:  0.2218072 
#> iter: 1  value: -186.4587 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4587 mgc: 1.427273e-06 ustep: 1 
#> iter: 3  mgc: 3.419487e-13 
#> outer mgc:  0.2218063 
#> iter: 1  value: -186.4599 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4599 mgc: 1.50771e-06 ustep: 1 
#> iter: 3  mgc: 3.739231e-13 
#> outer mgc:  0.2196531 
#> iter: 1  value: -186.4588 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4588 mgc: 1.506797e-06 ustep: 1 
#> iter: 3  mgc: 4.534151e-13 
#> outer mgc:  0.219652 
#> iter: 1  value: -186.4598 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4598 mgc: 1.815655e-06 ustep: 1 
#> iter: 3  mgc: 3.232969e-13 
#> outer mgc:  0.2123207 
#> iter: 1  value: -186.4589 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4589 mgc: 1.814368e-06 ustep: 1 
#> iter: 3  mgc: 4.745093e-13 
#> outer mgc:  0.2123195 
#> iter: 1  value: -186.4594 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4594 mgc: 2.294326e-06 ustep: 1 
#> iter: 3  mgc: 4.360956e-13 
#> outer mgc:  0.190557 
#> iter: 1  value: -186.4594 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4594 mgc: 2.292878e-06 ustep: 1 
#> iter: 3  mgc: 3.679279e-13 
#> outer mgc:  0.1905557 
#> iter: 1  value: -186.4597 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4597 mgc: 3.143531e-06 ustep: 1 
#> iter: 3  mgc: 4.535261e-13 
#> outer mgc:  0.11293 
#> iter: 1  value: -186.4591 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4591 mgc: 3.139744e-06 ustep: 1 
#> iter: 3  mgc: 3.264056e-13 
#> outer mgc:  0.1129364 
#> iter: 1  value: -186.3547 mgc: 0.02867691 ustep: 1 
#> iter: 2  value: -186.3547 mgc: 5.787324e-07 ustep: 1 
#> iter: 3  mgc: 3.641532e-13 
#> outer mgc:  0.07640439 
#> iter: 1  value: -186.5641 mgc: 0.02873431 ustep: 1 
#> iter: 2  value: -186.5641 mgc: 5.797111e-07 ustep: 1 
#> iter: 3  mgc: 2.922107e-13 
#> outer mgc:  0.07642535 
#> iter: 1  value: -186.4559 mgc: 0.01256035 ustep: 1 
#> iter: 2  value: -186.4559 mgc: 2.357778e-08 ustep: 1 
#> mgc: 3.848033e-13 
#> outer mgc:  0.02653758 
#> iter: 1  value: -186.463 mgc: 0.01258549 ustep: 1 
#> iter: 2  value: -186.463 mgc: 2.364148e-08 ustep: 1 
#> mgc: 2.959855e-13 
#> outer mgc:  0.02655721 
#> iter: 1  value: -186.3475 mgc: 0.02145346 ustep: 1 
#> iter: 2  value: -186.3475 mgc: 1.406593e-06 ustep: 1 
#> iter: 3  mgc: 3.428369e-13 
#> outer mgc:  0.05197202 
#> iter: 1  value: -186.5714 mgc: 0.02149641 ustep: 1 
#> iter: 2  value: -186.5714 mgc: 1.410134e-06 ustep: 1 
#> iter: 3  mgc: 3.201883e-13 
#> outer mgc:  0.05189866 
#> iter: 1  value: -186.3481 mgc: 0.02868745 ustep: 1 
#> iter: 2  value: -186.3481 mgc: 1.217335e-06 ustep: 1 
#> iter: 3  mgc: 3.710365e-13 
#> outer mgc:  0.07632204 
#> iter: 1  value: -186.5709 mgc: 0.02874489 ustep: 1 
#> iter: 2  value: -186.5709 mgc: 1.218161e-06 ustep: 1 
#> iter: 3  mgc: 3.852474e-13 
#> outer mgc:  0.07623542 
#> iter: 1  value: -186.4591 mgc: 0.002467091 ustep: 1 
#> iter: 2  value: -186.4591 mgc: 3.50425e-08 ustep: 1 
#> mgc: 2.975398e-13 
#> outer mgc:  0.03748774 
#> iter: 1  value: -186.4598 mgc: 0.002472029 ustep: 1 
#> iter: 2  value: -186.4598 mgc: 3.517938e-08 ustep: 1 
#> mgc: 3.672618e-13 
#> outer mgc:  0.03755336 
#> iter: 1  value: -186.4204 mgc: 0.01948835 ustep: 1 
#> iter: 2  value: -186.4204 mgc: 2.351931e-06 ustep: 1 
#> iter: 3  mgc: 3.83249e-13 
#> outer mgc:  0.1620983 
#> iter: 1  value: -186.4984 mgc: 0.01952736 ustep: 1 
#> iter: 2  value: -186.4984 mgc: 2.355643e-06 ustep: 1 
#> iter: 3  mgc: 3.494982e-13 
#> outer mgc:  0.1621887 
#> iter: 1  value: -186.4594 mgc: 0.0002314739 ustep: 1 
#> iter: 2  mgc: 6.990124e-10 
#> outer mgc:  0.04192075 
#> iter: 1  value: -186.4595 mgc: 0.0002319374 ustep: 1 
#> iter: 2  mgc: 7.019676e-10 
#> outer mgc:  0.04200453 
#> iter: 1  value: -186.4594 mgc: 0.0001645726 ustep: 1 
#> iter: 2  mgc: 1.004496e-09 
#> outer mgc:  0.04191598 
#> iter: 1  value: -186.4595 mgc: 0.0001649006 ustep: 1 
#> iter: 2  mgc: 1.00846e-09 
#> outer mgc:  0.04199973 
#> iter: 1  value: -186.558 mgc: 0.02835666 ustep: 1 
#> iter: 2  value: -186.558 mgc: 2.796373e-07 ustep: 1 
#> iter: 3  mgc: 3.717027e-13 
#> outer mgc:  0.03976526 
#> iter: 1  value: -186.3609 mgc: 0.02829925 ustep: 1 
#> iter: 2  value: -186.3609 mgc: 2.789736e-07 ustep: 1 
#> iter: 3  mgc: 4.800604e-13 
#> outer mgc:  0.03976422 
#> iter: 1  mgc: 5.14771e-09 
#> iter: 1  mgc: 5.14771e-09 
#> outer mgc:  5.620143e-12 
#> iter: 1  value: -186.4599 mgc: 0.001729064 ustep: 1 
#> iter: 2  value: -186.4599 mgc: 2.340556e-08 ustep: 1 
#> mgc: 3.63265e-13 
#> outer mgc:  0.0715363 
#> iter: 1  value: -186.4589 mgc: 0.001729059 ustep: 1 
#> iter: 2  value: -186.4589 mgc: 2.340411e-08 ustep: 1 
#> mgc: 3.455014e-13 
#> outer mgc:  0.07153627 
#> iter: 1  value: -186.4597 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4597 mgc: 4.802847e-07 ustep: 1 
#> iter: 3  mgc: 3.481659e-13 
#> outer mgc:  0.1321941 
#> iter: 1  value: -186.459 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.459 mgc: 4.800182e-07 ustep: 1 
#> iter: 3  mgc: 4.001244e-13 
#> outer mgc:  0.1321921 
#> iter: 1  value: -186.46 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.46 mgc: 1.42762e-06 ustep: 1 
#> iter: 3  mgc: 3.577139e-13 
#> outer mgc:  0.2109508 
#> iter: 1  value: -186.4587 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4587 mgc: 1.426844e-06 ustep: 1 
#> iter: 3  mgc: 3.048672e-13 
#> outer mgc:  0.210949 
#> iter: 1  value: -186.46 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.46 mgc: 1.29707e-06 ustep: 1 
#> iter: 3  mgc: 3.281819e-13 
#> outer mgc:  0.2202789 
#> iter: 1  value: -186.4587 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4587 mgc: 1.296381e-06 ustep: 1 
#> iter: 3  mgc: 3.508305e-13 
#> outer mgc:  0.2202779 
#> iter: 1  value: -186.46 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.46 mgc: 1.428082e-06 ustep: 1 
#> iter: 3  mgc: 3.23741e-13 
#> outer mgc:  0.2218072 
#> iter: 1  value: -186.4587 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4587 mgc: 1.427273e-06 ustep: 1 
#> iter: 3  mgc: 4.138911e-13 
#> outer mgc:  0.2218063 
#> iter: 1  value: -186.4599 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4599 mgc: 1.50771e-06 ustep: 1 
#> iter: 3  mgc: 4.48086e-13 
#> outer mgc:  0.2196531 
#> iter: 1  value: -186.4588 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4588 mgc: 1.506797e-06 ustep: 1 
#> iter: 3  mgc: 2.997602e-13 
#> outer mgc:  0.219652 
#> iter: 1  value: -186.4598 mgc: 0.01510276 ustep: 1 
#> iter: 2  value: -186.4598 mgc: 1.815655e-06 ustep: 1 
#> iter: 3  mgc: 3.551603e-13 
#> outer mgc:  0.2123207 
#> iter: 1  value: -186.4589 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4589 mgc: 1.814368e-06 ustep: 1 
#> iter: 3  mgc: 3.869682e-13 
#> outer mgc:  0.2123195 
#> iter: 1  value: -186.4594 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4594 mgc: 2.294326e-06 ustep: 1 
#> iter: 3  mgc: 2.684519e-13 
#> outer mgc:  0.190557 
#> iter: 1  value: -186.4594 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4594 mgc: 2.292878e-06 ustep: 1 
#> iter: 3  mgc: 3.951839e-13 
#> outer mgc:  0.1905557 
#> iter: 1  value: -186.4597 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4597 mgc: 3.143531e-06 ustep: 1 
#> iter: 3  mgc: 3.201883e-13 
#> outer mgc:  0.11293 
#> iter: 1  value: -186.4591 mgc: 0.01510277 ustep: 1 
#> iter: 2  value: -186.4591 mgc: 3.139744e-06 ustep: 1 
#> iter: 3  mgc: 3.468892e-13 
#> outer mgc:  0.1129364 
#> iter: 1  value: -186.3547 mgc: 0.02867691 ustep: 1 
#> iter: 2  value: -186.3547 mgc: 5.787327e-07 ustep: 1 
#> iter: 3  mgc: 3.190226e-13 
#> outer mgc:  0.07640439 
#> iter: 1  value: -186.5641 mgc: 0.02873431 ustep: 1 
#> iter: 2  value: -186.5641 mgc: 5.797111e-07 ustep: 1 
#> iter: 3  mgc: 2.771117e-13 
#> outer mgc:  0.07642535 
#> iter: 1  value: -186.4559 mgc: 0.01256035 ustep: 1 
#> iter: 2  value: -186.4559 mgc: 2.357769e-08 ustep: 1 
#> mgc: 5.02709e-13 
#> outer mgc:  0.02653758 
#> iter: 1  value: -186.463 mgc: 0.01258549 ustep: 1 
#> iter: 2  value: -186.463 mgc: 2.364147e-08 ustep: 1 
#> mgc: 4.067857e-13 
#> outer mgc:  0.02655721 
#> iter: 1  value: -186.3475 mgc: 0.02145346 ustep: 1 
#> iter: 2  value: -186.3475 mgc: 1.406593e-06 ustep: 1 
#> iter: 3  mgc: 4.845013e-13 
#> outer mgc:  0.05197202 
#> iter: 1  value: -186.5714 mgc: 0.02149641 ustep: 1 
#> iter: 2  value: -186.5714 mgc: 1.410134e-06 ustep: 1 
#> iter: 3  mgc: 2.811085e-13 
#> outer mgc:  0.05189866 
#> iter: 1  value: -186.3481 mgc: 0.02868745 ustep: 1 
#> iter: 2  value: -186.3481 mgc: 1.217335e-06 ustep: 1 
#> iter: 3  mgc: 3.703704e-13 
#> outer mgc:  0.07632204 
#> iter: 1  value: -186.5709 mgc: 0.02874489 ustep: 1 
#> iter: 2  value: -186.5709 mgc: 1.218161e-06 ustep: 1 
#> iter: 3  mgc: 3.885781e-13 
#> outer mgc:  0.07623542 
#> iter: 1  value: -186.4591 mgc: 0.002467091 ustep: 1 
#> iter: 2  value: -186.4591 mgc: 3.504249e-08 ustep: 1 
#> mgc: 4.138911e-13 
#> outer mgc:  0.03748774 
#> iter: 1  value: -186.4598 mgc: 0.002472029 ustep: 1 
#> iter: 2  value: -186.4598 mgc: 3.517941e-08 ustep: 1 
#> mgc: 3.052558e-13 
#> outer mgc:  0.03755336 
#> iter: 1  value: -186.4204 mgc: 0.01948835 ustep: 1 
#> iter: 2  value: -186.4204 mgc: 2.351931e-06 ustep: 1 
#> iter: 3  mgc: 4.454215e-13 
#> outer mgc:  0.1620983 
#> iter: 1  value: -186.4984 mgc: 0.01952736 ustep: 1 
#> iter: 2  value: -186.4984 mgc: 2.355643e-06 ustep: 1 
#> iter: 3  mgc: 3.848033e-13 
#> outer mgc:  0.1621887 
#> iter: 1  value: -186.4594 mgc: 0.0002314739 ustep: 1 
#> iter: 2  mgc: 6.98924e-10 
#> outer mgc:  0.04192075 
#> iter: 1  value: -186.4595 mgc: 0.0002319374 ustep: 1 
#> iter: 2  mgc: 7.019171e-10 
#> outer mgc:  0.04200453 
#> iter: 1  value: -186.4594 mgc: 0.0001645726 ustep: 1 
#> iter: 2  mgc: 1.004444e-09 
#> outer mgc:  0.04191598 
#> iter: 1  value: -186.4595 mgc: 0.0001649005 ustep: 1 
#> iter: 2  mgc: 1.008334e-09 
#> outer mgc:  0.04199973 
#> iter: 1  value: -186.558 mgc: 0.02835666 ustep: 1 
#> iter: 2  value: -186.558 mgc: 2.796373e-07 ustep: 1 
#> iter: 3  mgc: 3.081979e-13 
#> outer mgc:  0.03976526 
#> iter: 1  value: -186.3609 mgc: 0.02829925 ustep: 1 
#> iter: 2  value: -186.3609 mgc: 2.789735e-07 ustep: 1 
#> iter: 3  mgc: 4.622969e-13 
#> outer mgc:  0.03976422 
#> outer mgc:  1 
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#> Order of parameters:
#>  [1] "logFpar"              "logQpow"              "logSdLogFsta"        
#>  [4] "logSdLogN"            "logSdLogP"            "logSdLogObs"         
#>  [7] "logSdLogTotalObs"     "transfIRARdist"       "sigmaObsParUS"       
#> [10] "rec_loga"             "rec_logb"             "itrans_rho"          
#> [13] "rhop"                 "logScale"             "logitReleaseSurvival"
#> [16] "logitRecapturePhi"    "logAlphaSCB"          "logF"                
#> [19] "logN"                 "logPS"                "missing"             
#> Not matching template order:
#>  [1] "logFpar"              "logQpow"              "logSdLogFsta"        
#>  [4] "logSdLogN"            "logSdLogP"            "logSdLogObs"         
#>  [7] "logSdLogTotalObs"     "transfIRARdist"       "sigmaObsParUS"       
#> [10] "rec_loga"             "rec_logb"             "itrans_rho"          
#> [13] "rhop"                 "logScale"             "logitReleaseSurvival"
#> [16] "logitRecapturePhi"    "logAlphaSCB"          "logF"                
#> [19] "logN"                 "missing"             
#> Your parameter list has been re-ordered.
#> (Disable this warning with checkParameterOrder=FALSE)
#> iter: 1  value: 29858.94 mgc: 102.6853 ustep: 0.1843228 
#> iter: 2  value: 6427.944 mgc: 41.19916 ustep: 0.4293854 
#> iter: 3  value: 3643.672 mgc: 11.96224 ustep: 0.6553096 
#> iter: 4  value: 2383.509 mgc: 9.832191 ustep: 0.809531 
#> iter: 5  value: 2252.316 mgc: 1.584616 ustep: 0.8997494 
#> iter: 6  value: 2250.408 mgc: 0.2357221 ustep: 0.9485564 
#> iter: 7  value: 2250.401 mgc: 0.01217538 ustep: 0.9739412 
#> iter: 8  value: 2250.401 mgc: 0.0007627327 ustep: 0.9868859 
#> iter: 9  value: 2250.401 mgc: 2.411668e-05 ustep: 0.993422 
#> iter: 10  value: 2250.401 mgc: 3.787673e-07 ustep: 0.9967059 
#> iter: 11  mgc: 2.962014e-09 
#> iter: 1  mgc: 2.962014e-09 
#> Matching hessian patterns... Done
#> outer mgc:  937.0649 
#>   0:     2288.8818: -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -0.700000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 0.500000
#> iter: 1  value: 1291.584 mgc: 3.181837 ustep: 1 
#> iter: 2  value: 1291.537 mgc: 0.1788285 ustep: 1 
#> iter: 3  value: 1291.537 mgc: 0.003127632 ustep: 1 
#> iter: 4  value: 1291.537 mgc: 1.648654e-06 ustep: 1 
#> iter: 5  mgc: 3.659295e-13 
#> iter: 1  mgc: 3.659295e-13 
#> outer mgc:  339.4358 
#>   1:     1266.3356: -5.08812 -4.85701 -4.94603 -4.97038 -4.98264 -5.08712 -5.11204 -0.718094 -0.351079 0.0744841 -0.342118 -0.0426514 0.227549 -0.0343103 0.139097 0.508669
#> iter: 1  value: 911.819 mgc: 6.387448 ustep: 1 
#> iter: 2  value: 905.4385 mgc: 1.167086 ustep: 1 
#> iter: 3  value: 905.1697 mgc: 0.2463794 ustep: 1 
#> iter: 4  value: 905.169 mgc: 0.01637366 ustep: 1 
#> iter: 5  value: 905.169 mgc: 7.561328e-05 ustep: 1 
#> iter: 6  mgc: 1.60779e-09 
#> iter: 1  mgc: 1.60779e-09 
#> outer mgc:  161.9749 
#>   2:     938.68507: -5.26957 -4.74708 -4.85380 -4.90192 -4.92667 -5.23772 -5.24430 -0.846368 -0.381043 -0.226161 -0.649203 0.299923 0.655065 0.143197 0.740885 0.560274
#> iter: 1  value: 706.6955 mgc: 2.397555 ustep: 1 
#> iter: 2  value: 705.206 mgc: 0.8143516 ustep: 1 
#> iter: 3  value: 705.1943 mgc: 0.08936739 ustep: 1 
#> iter: 4  value: 705.1943 mgc: 0.0009604707 ustep: 1 
#> iter: 5  value: 705.1943 mgc: 1.10086e-07 ustep: 1 
#> iter: 6  mgc: 3.652634e-14 
#> iter: 1  mgc: 3.652634e-14 
#> outer mgc:  60.01093 
#>   3:     779.57465: -5.34314 -4.61058 -4.74697 -4.83927 -4.88735 -5.45308 -5.33265 -0.961782 -0.410663 -0.170386 -0.894358 0.324211 0.980683 0.742506  1.33943 0.618850
#> iter: 1  value: 483.6149 mgc: 2.748405 ustep: 1 
#> iter: 2  value: 482.0255 mgc: 0.9153034 ustep: 1 
#> iter: 3  value: 482.0252 mgc: 0.02609511 ustep: 1 
#> iter: 4  value: 482.0252 mgc: 8.464368e-06 ustep: 1 
#> iter: 5  mgc: 6.839806e-13 
#> iter: 1  value: 13.72872 mgc: 24.39917 ustep: 1 
#> iter: 2  value: 13.69251 mgc: 0.2701536 ustep: 1 
#> iter: 3  value: 13.69251 mgc: 0.0001918925 ustep: 1 
#> iter: 4  mgc: 5.04512e-11 
#> iter: 1  mgc: 5.04512e-11 
#> outer mgc:  121.4864 
#>   4:     527.50520: -6.04233 -4.03206 -4.28031 -4.50698 -4.64065 -6.08637 -5.70199 -1.64241 -0.595930 -1.93974 -1.99099  1.18604 0.0509029  2.59118  3.40085 0.999493
#> iter: 1  value: -68.86387 mgc: 564.1788 ustep: 1 
#> iter: 2  value: -69.02746 mgc: 1.588049 ustep: 1 
#> iter: 3  value: -69.02746 mgc: 0.001789916 ustep: 1 
#> iter: 4  mgc: 3.834333e-11 
#> iter: 1  mgc: 3.834333e-11 
#> outer mgc:  93.54693 
#>   5:     484.97201: -6.57856 -3.69766 -3.81499 -4.21232 -4.62984 -6.50328 -5.98021 -0.0424364 -0.699605 -0.967494 -1.77770  1.64269 -3.00424  3.12731  4.29929  1.92007
#> iter: 1  value: 531.5504 mgc: 104.1575 ustep: 0.6827823 
#> iter: 2  value: 530.2226 mgc: 0.4325825 ustep: 0.8263238 
#> iter: 3  value: 529.778 mgc: 0.07936005 ustep: 0.9090326 
#> iter: 4  value: 529.5431 mgc: 0.03338922 ustep: 0.9534367 
#> iter: 5  value: 529.4468 mgc: 0.01746119 ustep: 0.9764432 
#> iter: 6  value: 529.4227 mgc: 0.009201117 ustep: 0.9881526 
#> iter: 7  value: 529.4196 mgc: 0.003174307 ustep: 0.9940592 
#> iter: 8  value: 529.4195 mgc: 0.0008450465 ustep: 0.9970255 
#> iter: 9  value: 529.4195 mgc: 0.000125123 ustep: 0.9985118 
#> iter: 10  value: 529.4195 mgc: 9.815624e-06 ustep: 0.9992557 
#> iter: 11  value: 529.4195 mgc: 3.967096e-07 ustep: 0.9996278 
#> iter: 12  mgc: 8.147792e-09 
#> iter: 1  value: 24.94586 mgc: 69.22588 ustep: 1 
#> iter: 2  value: 24.94002 mgc: 0.1622791 ustep: 1 
#> iter: 3  value: 24.94002 mgc: 0.0002319877 ustep: 1 
#> iter: 4  mgc: 1.148415e-12 
#> iter: 1  mgc: 1.148415e-12 
#> outer mgc:  62.14483 
#>   6:     462.10785: -6.59443 -3.75912 -4.00396 -4.12976 -4.43925 -6.50578 -5.98063 -0.161302 -0.641533 -0.824956 -0.786998  1.46496 -2.85829  2.91954  4.08120  1.85901
#> iter: 1  value: -96.52892 mgc: 78.31107 ustep: 1 
#> iter: 2  value: -96.54685 mgc: 0.1669806 ustep: 1 
#> iter: 3  value: -96.54685 mgc: 0.0002753644 ustep: 1 
#> iter: 4  mgc: 3.148592e-12 
#> iter: 1  mgc: 3.148592e-12 
#> outer mgc:  75.42433 
#>   7:     434.22274: -6.64499 -4.05450 -3.66012 -4.23501 -4.27961 -6.53287 -6.00697 -0.679214 -0.645171 -0.812660 -1.17745  1.11877 -2.68608  2.50200  3.66298  2.14868
#> iter: 1  value: -117.8264 mgc: 100.7021 ustep: 1 
#> iter: 2  value: -117.8738 mgc: 0.3303959 ustep: 1 
#> iter: 3  value: -117.8738 mgc: 0.0001016142 ustep: 1 
#> iter: 4  mgc: 5.837553e-13 
#> iter: 1  value: -109.3573 mgc: 67.4698 ustep: 1 
#> iter: 2  value: -109.3686 mgc: 0.1276093 ustep: 1 
#> iter: 3  value: -109.3686 mgc: 6.353647e-05 ustep: 1 
#> iter: 4  mgc: 9.735546e-13 
#> iter: 1  mgc: 9.735546e-13 
#> outer mgc:  30.98557 
#>   8:     414.75713: -6.66242 -3.86068 -3.98628 -3.98657 -4.37145 -6.53664 -6.00760 -0.683607 -0.645761 -0.796699 -1.17222  1.06807 -2.66382  2.43463  3.57887  2.12185
#> iter: 1  value: -115.1771 mgc: 31.04031 ustep: 1 
#> iter: 2  value: -115.1774 mgc: 0.02008394 ustep: 1 
#> iter: 3  value: -115.1774 mgc: 7.211205e-07 ustep: 1 
#> iter: 4  mgc: 5.759837e-13 
#> iter: 1  mgc: 5.759837e-13 
#> outer mgc:  25.36992 
#>   9:     400.32410: -6.72357 -3.78338 -3.84495 -4.14240 -4.32260 -6.56773 -6.02347 -0.688776 -0.651000 -0.969769 -1.25920 0.901346 -2.55175  2.24650  3.33747  2.09104
#> iter: 1  value: -86.49307 mgc: 31.12826 ustep: 1 
#> iter: 2  value: -86.49352 mgc: 0.0271019 ustep: 1 
#> iter: 3  value: -86.49352 mgc: 1.64777e-06 ustep: 1 
#> iter: 4  mgc: 3.699263e-13 
#> iter: 1  mgc: 3.699263e-13 
#> outer mgc:  46.46116 
#>  10:     393.92812: -6.81107 -3.76981 -3.82154 -3.90771 -4.45927 -6.59597 -6.03291 -0.686230 -0.648475 -0.990743 -1.19376 0.771046 -2.40253  2.07317  3.08006  2.00855
#> iter: 1  value: -81.8945 mgc: 17.6221 ustep: 1 
#> iter: 2  value: -81.89455 mgc: 0.01306465 ustep: 1 
#> iter: 3  value: -81.89455 mgc: 9.006123e-08 ustep: 1 
#> mgc: 3.23741e-13 
#> iter: 1  mgc: 3.23741e-13 
#> outer mgc:  28.08863 
#>  11:     381.05202: -6.93085 -3.71155 -3.75839 -4.02886 -4.29404 -6.62094 -6.03552 -0.769649 -0.650405 -0.888807 -1.24559 0.666342 -2.25373  1.91201  2.79407  1.93873
#> iter: 1  value: -76.39247 mgc: 13.73316 ustep: 1 
#> iter: 2  value: -76.39252 mgc: 0.01115532 ustep: 1 
#> iter: 3  value: -76.39252 mgc: 4.725076e-07 ustep: 1 
#> iter: 4  mgc: 3.53495e-13 
#> iter: 1  mgc: 3.53495e-13 
#> outer mgc:  28.46668 
#>  12:     371.36960: -7.10136 -3.60758 -3.76267 -3.90660 -4.25239 -6.68167 -6.05560 -0.738651 -0.649714 -1.13894 -1.28955 0.559329 -2.08736  1.83227  2.55416  1.90810
#> iter: 1  value: -72.33069 mgc: 14.70252 ustep: 1 
#> iter: 2  value: -72.33078 mgc: 0.01563011 ustep: 1 
#> iter: 3  value: -72.33078 mgc: 2.57075e-07 ustep: 1 
#> iter: 4  mgc: 2.322587e-13 
#> iter: 1  mgc: 2.322587e-13 
#> outer mgc:  40.62093 
#>  13:     364.06442: -7.27447 -3.62387 -3.51043 -3.90782 -4.22915 -6.72762 -6.07136 -0.802356 -0.648218 -1.14649 -1.37183 0.427661 -1.86438  1.73436  2.34063  1.89269
#> iter: 1  value: -66.37627 mgc: 8.514908 ustep: 1 
#> iter: 2  value: -66.37631 mgc: 0.01947751 ustep: 1 
#> iter: 3  value: -66.37631 mgc: 4.990148e-07 ustep: 1 
#> iter: 4  mgc: 1.598721e-13 
#> iter: 1  mgc: 1.598721e-13 
#> outer mgc:  24.03556 
#>  14:     352.37608: -7.45801 -3.43112 -3.58286 -3.81360 -4.17774 -6.76153 -6.08565 -0.863379 -0.642808 -1.08725 -1.42845 0.263920 -1.60913  1.62675  2.17814  1.86537
#> iter: 1  value: -86.29174 mgc: 7.063951 ustep: 1 
#> iter: 2  value: -86.29184 mgc: 0.03344156 ustep: 1 
#> iter: 3  value: -86.29184 mgc: 1.49434e-06 ustep: 1 
#> iter: 4  mgc: 1.916245e-13 
#> iter: 1  mgc: 1.916245e-13 
#> outer mgc:  28.27134 
#>  15:     342.47228: -7.64465 -3.35368 -3.40703 -3.83730 -4.09097 -6.82538 -6.12905 -0.850752 -0.632572 -1.35043 -1.52503 0.0770423 -1.45125  1.61408  2.23725  1.82106
#> iter: 1  value: -113.0311 mgc: 6.135288 ustep: 1 
#> iter: 2  value: -113.0312 mgc: 0.02584876 ustep: 1 
#> iter: 3  value: -113.0312 mgc: 1.016514e-06 ustep: 1 
#> iter: 4  mgc: 2.717826e-13 
#> iter: 1  mgc: 2.717826e-13 
#> outer mgc:  37.95424 
#>  16:     338.00541: -7.82648 -3.25282 -3.43630 -3.57054 -4.11774 -6.88829 -6.17132 -0.942170 -0.626052 -1.38518 -1.68490 -0.148785 -1.31748  1.55162  2.22750  1.80238
#> iter: 1  value: -126.2987 mgc: 4.715265 ustep: 1 
#> iter: 2  value: -126.2988 mgc: 0.0227393 ustep: 1 
#> iter: 3  value: -126.2988 mgc: 9.416605e-07 ustep: 1 
#> iter: 4  mgc: 2.629008e-13 
#> iter: 1  mgc: 2.629008e-13 
#> outer mgc:  7.860875 
#>  17:     329.50919: -8.03473 -3.17746 -3.24077 -3.62955 -3.94877 -6.97318 -6.22663 -0.987987 -0.606189 -1.35871 -1.77793 -0.421599 -1.22852  1.49668  2.21271  1.74655
#> iter: 1  value: -103.602 mgc: 6.133329 ustep: 1 
#> iter: 2  value: -103.6021 mgc: 0.01672254 ustep: 1 
#> iter: 3  value: -103.6021 mgc: 3.069418e-07 ustep: 1 
#> iter: 4  mgc: 2.3892e-13 
#> iter: 1  mgc: 2.3892e-13 
#> outer mgc:  18.86598 
#>  18:     328.22786: -7.96970 -2.99282 -3.25345 -3.55376 -3.90892 -7.17812 -6.34265 -0.883166 -0.549411 -1.33905 -1.79050 -0.633366 -1.35433  1.59542  2.30136  1.55732
#> iter: 1  value: -138.0168 mgc: 4.207741 ustep: 1 
#> iter: 2  value: -138.0168 mgc: 0.009143007 ustep: 1 
#> iter: 3  value: -138.0168 mgc: 3.884383e-08 ustep: 1 
#> mgc: 2.695622e-13 
#> iter: 1  mgc: 2.695622e-13 
#> outer mgc:  15.3579 
#>  19:     326.00060: -7.76817 -3.09142 -3.10156 -3.47453 -3.81686 -7.42098 -6.47603 -1.00461 -0.522199 -1.38611 -1.89828 -0.794991 -1.33898  1.52718  2.23495  1.57824
#> iter: 1  value: -122.0991 mgc: 2.979142 ustep: 1 
#> iter: 2  value: -122.0991 mgc: 0.01256735 ustep: 1 
#> iter: 3  value: -122.0991 mgc: 3.983542e-07 ustep: 1 
#> iter: 4  mgc: 2.354228e-13 
#> iter: 1  mgc: 2.354228e-13 
#> outer mgc:  16.51202 
#>  20:     322.50249: -7.73040 -2.93741 -3.04710 -3.32852 -3.68309 -7.70428 -6.60670 -0.951168 -0.526913 -1.34164 -1.85328 -0.705805 -1.16447  1.42419  2.14515  1.61699
#> iter: 1  value: -153.8845 mgc: 5.070469 ustep: 1 
#> iter: 2  value: -153.8846 mgc: 0.007656061 ustep: 1 
#> iter: 3  value: -153.8846 mgc: 2.266585e-07 ustep: 1 
#> iter: 4  mgc: 3.474998e-13 
#> iter: 1  mgc: 3.474998e-13 
#> outer mgc:  8.63847 
#>  21:     319.40388: -7.70249 -2.73021 -2.89592 -3.27406 -3.61982 -7.98446 -6.74237 -1.03924 -0.551783 -1.37576 -1.86728 -0.596999 -1.29922  1.31200  2.15059  1.70261
#> iter: 1  value: -131.5408 mgc: 4.306883 ustep: 1 
#> iter: 2  value: -131.5408 mgc: 0.008404019 ustep: 1 
#> iter: 3  value: -131.5408 mgc: 1.108518e-07 ustep: 1 
#> iter: 4  mgc: 2.684519e-13 
#> iter: 1  mgc: 2.684519e-13 
#> outer mgc:  6.339833 
#>  22:     315.25461: -7.49795 -2.71616 -2.82066 -3.16513 -3.49521 -8.27642 -6.87860 -0.931119 -0.567542 -1.35579 -1.84489 -0.538390 -1.28806  1.15422  2.16666  1.60423
#> iter: 1  value: -152.9608 mgc: 3.669357 ustep: 1 
#> iter: 2  value: -152.9608 mgc: 0.01930547 ustep: 1 
#> iter: 3  value: -152.9608 mgc: 1.066121e-06 ustep: 1 
#> iter: 4  mgc: 2.535749e-13 
#> iter: 1  mgc: 2.535749e-13 
#> outer mgc:  21.7665 
#>  23:     313.32973: -7.48378 -2.53553 -2.75719 -2.98035 -3.42402 -8.58729 -6.99585 -1.00560 -0.554836 -1.41721 -1.85963 -0.669459 -1.27008  1.06605  2.09329  1.66177
#> iter: 1  value: -151.0972 mgc: 2.521881 ustep: 1 
#> iter: 2  value: -151.0973 mgc: 0.01183166 ustep: 1 
#> iter: 3  value: -151.0973 mgc: 3.54012e-07 ustep: 1 
#> iter: 4  mgc: 2.73559e-13 
#> iter: 1  mgc: 2.73559e-13 
#> outer mgc:  6.745019 
#>  24:     307.13131: -7.34727 -2.46006 -2.56423 -2.94876 -3.29105 -8.92767 -7.12032 -0.990183 -0.546874 -1.38614 -1.83259 -0.674256 -1.24472 0.947065  2.05282  1.67000
#> iter: 1  value: -152.8436 mgc: 2.535096 ustep: 1 
#> iter: 2  value: -152.8436 mgc: 0.00666001 ustep: 1 
#> iter: 3  value: -152.8436 mgc: 2.330158e-07 ustep: 1 
#> iter: 4  mgc: 2.350363e-13 
#> iter: 1  value: -171.6353 mgc: 6.256862 ustep: 1 
#> iter: 2  value: -171.6386 mgc: 0.09498436 ustep: 1 
#> iter: 3  value: -171.6386 mgc: 4.199224e-05 ustep: 1 
#> iter: 4  mgc: 1.009778e-11 
#> iter: 1  value: 1863.927 mgc: 67.79676 ustep: 1 
#> iter: 2  value: 1862.031 mgc: 3.229247 ustep: 1 
#> iter: 3  value: 1862.031 mgc: 0.02175192 ustep: 1 
#> iter: 4  value: 1862.031 mgc: 7.596191e-06 ustep: 1 
#> iter: 5  mgc: 2.811085e-13 
#> iter: 1  mgc: 1.009778e-11 
#> outer mgc:  17.65185 
#>  25:     284.36747: -6.77267 -2.08456 -2.18955 -2.48758 -2.76188 -10.3125 -7.63267 -0.948955 -0.547775 -1.33175 -1.86923 -0.667351 -1.27620 0.322708  2.02927  1.66566
#> iter: 1  value: 290.237 mgc: 17.5593 ustep: 1 
#> iter: 2  value: 290.0041 mgc: 0.8836512 ustep: 1 
#> iter: 3  value: 290.0041 mgc: 0.001593793 ustep: 1 
#> iter: 4  value: 290.0041 mgc: 1.736055e-08 ustep: 1 
#> mgc: 2.629008e-13 
#> iter: 1  value: -175.7434 mgc: 1.468534 ustep: 1 
#> iter: 2  value: -175.7434 mgc: 0.006807981 ustep: 1 
#> iter: 3  value: -175.7434 mgc: 2.309836e-07 ustep: 1 
#> iter: 4  mgc: 2.522427e-13 
#> iter: 1  mgc: 2.522427e-13 
#> outer mgc:  18.68815 
#>  26:     280.22315: -6.66704 -2.00813 -2.10880 -2.39087 -2.66203 -10.5851 -7.73448 -0.940616 -0.547578 -1.32744 -1.87647 -0.665078 -1.28300 0.183102  2.02144  1.66317
#> iter: 1  value: -195.9977 mgc: 5.835818 ustep: 1 
#> iter: 2  value: -195.9983 mgc: 0.0674818 ustep: 1 
#> iter: 3  value: -195.9983 mgc: 1.079816e-05 ustep: 1 
#> iter: 4  mgc: 8.992806e-13 
#> iter: 1  mgc: 8.992806e-13 
#> outer mgc:  36.23866 
#>  27:     277.95305: -6.87698 -1.97446 -1.84027 -2.19030 -2.73485 -10.6061 -7.81369 -0.946567 -0.541178 -1.54998 -1.87734 -0.622134 -1.29372 -0.410071  1.89493  1.65170
#> iter: 1  value: -181.0779 mgc: 5.356619 ustep: 1 
#> iter: 2  value: -181.078 mgc: 0.02171594 ustep: 1 
#> iter: 3  value: -181.078 mgc: 7.136048e-07 ustep: 1 
#> iter: 4  mgc: 2.349232e-13 
#> iter: 1  value: -186.3085 mgc: 2.679919 ustep: 1 
#> iter: 2  value: -186.3085 mgc: 0.01524124 ustep: 1 
#> iter: 3  value: -186.3085 mgc: 3.882665e-07 ustep: 1 
#> iter: 4  mgc: 2.274639e-13 
#> iter: 1  mgc: 2.274639e-13 
#> outer mgc:  14.35562 
#>  28:     269.10142: -6.78678 -1.85598 -2.02334 -2.31747 -2.58538 -10.6026 -7.83487 -0.938511 -0.545119 -1.44679 -1.83793 -0.608189 -1.21533 -0.491301  1.89765  1.64563
#> iter: 1  value: -197.9917 mgc: 2.388165 ustep: 1 
#> iter: 2  value: -197.9917 mgc: 0.005183659 ustep: 1 
#> iter: 3  value: -197.9917 mgc: 2.937305e-07 ustep: 1 
#> iter: 4  mgc: 1.993961e-13 
#> iter: 1  mgc: 1.993961e-13 
#> outer mgc:  15.23118 
#>  29:     265.17178: -6.67788 -1.96145 -1.92538 -2.24456 -2.61710 -10.5317 -7.93127 -0.956780 -0.554145 -1.39055 -1.86786 -0.643105 -1.28874 -0.722989  1.93418  1.67021
#> iter: 1  value: -195.9373 mgc: 2.644283 ustep: 1 
#> iter: 2  value: -195.9373 mgc: 0.005264134 ustep: 1 
#> iter: 3  value: -195.9373 mgc: 1.930338e-07 ustep: 1 
#> iter: 4  mgc: 2.385869e-13 
#> iter: 1  value: -195.353 mgc: 1.773192 ustep: 1 
#> iter: 2  value: -195.353 mgc: 0.001721123 ustep: 1 
#> iter: 3  value: -195.353 mgc: 3.880562e-08 ustep: 1 
#> mgc: 2.595701e-13 
#> iter: 1  mgc: 2.595701e-13 
#> outer mgc:  10.89941 
#>  30:     263.89207: -6.66155 -1.86824 -2.00427 -2.26840 -2.56746 -10.5429 -7.94871 -0.946619 -0.554679 -1.39940 -1.85368 -0.643125 -1.27004 -0.780628  1.91967  1.66132
#> iter: 1  value: -197.822 mgc: 1.380717 ustep: 1 
#> iter: 2  value: -197.822 mgc: 0.003385166 ustep: 1 
#> iter: 3  value: -197.822 mgc: 2.335467e-08 ustep: 1 
#> mgc: 2.704503e-13 
#> iter: 1  mgc: 2.704503e-13 
#> outer mgc:  6.350704 
#>  31:     262.81102: -6.62533 -1.89249 -1.91678 -2.22999 -2.57076 -10.5570 -8.00227 -0.940715 -0.557072 -1.39761 -1.85908 -0.649739 -1.29012 -0.871971  1.91697  1.66372
#> iter: 1  value: -195.9976 mgc: 1.765783 ustep: 1 
#> iter: 2  value: -195.9976 mgc: 0.00123949 ustep: 1 
#> iter: 3  value: -195.9976 mgc: 1.5165e-08 ustep: 1 
#> mgc: 2.298162e-13 
#> iter: 1  mgc: 2.298162e-13 
#> outer mgc:  9.511589 
#>  32:     262.12272: -6.61641 -1.86819 -1.97145 -2.23528 -2.51501 -10.4669 -8.04748 -0.939705 -0.559393 -1.41130 -1.84066 -0.648801 -1.26752 -0.938482  1.89342  1.66219
#> iter: 1  value: -197.2765 mgc: 1.32361 ustep: 1 
#> iter: 2  value: -197.2765 mgc: 0.00310675 ustep: 1 
#> iter: 3  value: -197.2765 mgc: 1.684796e-08 ustep: 1 
#> mgc: 2.815526e-13 
#> iter: 1  mgc: 2.815526e-13 
#> outer mgc:  6.652257 
#>  33:     261.28498: -6.58415 -1.82488 -1.89773 -2.17911 -2.52641 -10.5012 -8.11373 -0.939142 -0.564982 -1.40275 -1.84059 -0.649502 -1.29123 -1.00811  1.87716  1.66068
#> iter: 1  value: -195.3453 mgc: 1.107541 ustep: 1 
#> iter: 2  value: -195.3453 mgc: 0.001612582 ustep: 1 
#> iter: 3  mgc: 5.164064e-09 
#> iter: 1  value: -196.697 mgc: 0.5503541 ustep: 1 
#> iter: 2  value: -196.697 mgc: 0.0002422964 ustep: 1 
#> iter: 3  mgc: 6.641226e-11 
#> iter: 1  mgc: 6.641226e-11 
#> outer mgc:  4.683864 
#>  34:     260.95245: -6.57796 -1.84476 -1.88851 -2.19619 -2.49707 -10.4623 -8.13158 -0.940219 -0.566164 -1.40896 -1.83220 -0.648046 -1.28597 -1.02449  1.86624  1.65872
#> iter: 1  value: -196.2934 mgc: 0.7503777 ustep: 1 
#> iter: 2  value: -196.2934 mgc: 0.0003261308 ustep: 1 
#> iter: 3  mgc: 8.256067e-10 
#> iter: 1  mgc: 8.256067e-10 
#> outer mgc:  7.572908 
#>  35:     260.79473: -6.57145 -1.81161 -1.90582 -2.16000 -2.50004 -10.4547 -8.15564 -0.941264 -0.568351 -1.41120 -1.82690 -0.647113 -1.28651 -1.04555  1.85405  1.65631
#> iter: 1  value: -196.3127 mgc: 0.5768795 ustep: 1 
#> iter: 2  value: -196.3127 mgc: 0.0007562714 ustep: 1 
#> iter: 3  mgc: 1.381273e-09 
#> iter: 1  mgc: 1.381273e-09 
#> outer mgc:  3.226484 
#>  36:     260.40239: -6.55807 -1.81200 -1.86806 -2.16718 -2.47592 -10.4350 -8.18990 -0.942573 -0.571263 -1.41203 -1.82234 -0.645416 -1.28758 -1.05569  1.84422  1.65571
#> iter: 1  value: -196.1177 mgc: 1.260359 ustep: 1 
#> iter: 2  value: -196.1177 mgc: 0.001725627 ustep: 1 
#> iter: 3  value: -196.1177 mgc: 1.65805e-08 ustep: 1 
#> mgc: 3.0842e-13 
#> iter: 1  mgc: 3.0842e-13 
#> outer mgc:  6.824163 
#>  37:     259.86284: -6.52571 -1.76715 -1.85443 -2.10987 -2.44791 -10.4043 -8.27082 -0.943770 -0.577075 -1.41559 -1.81404 -0.642745 -1.29124 -1.08020  1.82009  1.65260
#> iter: 1  value: -196.4257 mgc: 1.617694 ustep: 1 
#> iter: 2  value: -196.4257 mgc: 0.008066781 ustep: 1 
#> iter: 3  value: -196.4257 mgc: 2.528924e-07 ustep: 1 
#> iter: 4  mgc: 2.327027e-13 
#> iter: 1  value: -197.6052 mgc: 5.182581 ustep: 1 
#> iter: 2  value: -197.6078 mgc: 0.07520889 ustep: 1 
#> iter: 3  value: -197.6078 mgc: 3.122023e-05 ustep: 1 
#> iter: 4  mgc: 6.438461e-12 
#> iter: 1  value: -206.8293 mgc: 22.83282 ustep: 1 
#> iter: 2  value: -208.6554 mgc: 1.989724 ustep: 1 
#> iter: 3  value: -208.6558 mgc: 0.03373778 ustep: 1 
#> iter: 4  value: -208.6558 mgc: 2.108277e-05 ustep: 1 
#> iter: 5  mgc: 4.280132e-12 
#> iter: 1  mgc: 4.280132e-12 
#> outer mgc:  41.88644 
#>  38:     233.90238: -5.28735 -0.735976 -0.826493 -0.816195 -0.919268 -9.48438 -11.0117 -0.903998 -0.662041 -1.49598 -1.69344 -0.537763 -1.35383 -1.21439  1.15980  1.60892
#> iter: 1  value: 34860.46 mgc: 231.3324 ustep: 0.03522464 
#> iter: 2  value: 30570.11 mgc: 3760.315 ustep: 0.006474501 
#> iter: 3  value: 25591.49 mgc: 1196.969 ustep: 0.02077353 
#> iter: 4  value: 22383.86 mgc: 345.0358 ustep: 0.07490648 
#> iter: 5  value: 21179.76 mgc: 207.396 ustep: 0.1477899 
#> iter: 6  value: 21147.34 mgc: 146.1087 ustep: 0.0588424 
#> iter: 7  value: 20504.3 mgc: 720.5061 ustep: 0.06710991 
#> iter: 8  value: 20214.44 mgc: 486.3714 ustep: 0.139248 
#> iter: 9  value: 20107.46 mgc: 341.6367 ustep: 0.1102059 
#> iter: 10  value: 20012.34 mgc: 203.7626 ustep: 0.1826933 
#> iter: 11  value: 19798.28 mgc: 174.8141 ustep: 0.2433275 
#> iter: 12  value: 19706.36 mgc: 87.24153 ustep: 0.0101699 
#> iter: 13  value: 19346.72 mgc: 515.4446 ustep: 0.1009358 
#> iter: 14  value: 19234.81 mgc: 26.04955 ustep: 0.3177722 
#> iter: 15  value: 19216.97 mgc: 142.8318 ustep: 0.5637565 
#> iter: 16  value: 19216 mgc: 7.08496 ustep: 0.7508621 
#> iter: 17  value: 19215.98 mgc: 1.974268 ustep: 0.8665364 
#> iter: 18  value: 19215.98 mgc: 0.02394074 ustep: 0.9308863 
#> iter: 19  value: 19215.98 mgc: 0.0002459707 ustep: 0.964828 
#> iter: 20  value: 19215.98 mgc: 3.510872e-06 ustep: 0.9822584 
#> iter: 21  value: 19215.98 mgc: 2.934811e-08 ustep: 0.9910904 
#> iter: 22  mgc: 1.241786e-10 
#> iter: 1  value: -232.2924 mgc: 11.5348 ustep: 1 
#> iter: 2  value: -233.6559 mgc: 1.271309 ustep: 1 
#> iter: 3  value: -233.6563 mgc: 0.03167363 ustep: 1 
#> iter: 4  value: -233.6563 mgc: 2.615249e-05 ustep: 1 
#> iter: 5  mgc: 1.45961e-11 
#> iter: 1  mgc: 1.45961e-11 
#> outer mgc:  17.36864 
#>  39:     210.30686: -4.81529 -0.391478 -0.256132 -0.298147 -0.396226 -9.06548 -12.0913 -0.910057 -0.691888 -1.53133 -1.66608 -0.509895 -1.36689 -1.24703 0.861429  1.60616
#> iter: 1  value: 10.96388 mgc: 30.40073 ustep: 1 
#> iter: 2  value: -200.8678 mgc: 80.74056 ustep: 1 
#> iter: 3  value: -221.8932 mgc: 25.29481 ustep: 1 
#> iter: 4  value: -222.4854 mgc: 4.912392 ustep: 1 
#> iter: 5  value: -222.4864 mgc: 0.2459496 ustep: 1 
#> iter: 6  value: -222.4864 mgc: 0.0005929096 ustep: 1 
#> iter: 7  mgc: 3.277108e-09 
#> iter: 1  value: -277.5583 mgc: 8.888183 ustep: 1 
#> iter: 2  value: -277.8746 mgc: 0.771111 ustep: 1 
#> iter: 3  value: -277.8746 mgc: 0.01063667 ustep: 1 
#> iter: 4  value: -277.8746 mgc: 1.863131e-06 ustep: 1 
#> iter: 5  mgc: 3.18634e-13 
#> iter: 1  mgc: 3.18634e-13 
#> outer mgc:  19.3882 
#>  40:     196.33666: -4.60611 -0.154276 -0.0416345 -0.00476594 -0.106418 -8.88134 -12.5894 -0.956175 -0.694790 -1.71347 -1.70171 -0.536863 -1.39754 -1.23874 0.573455  1.63337
#> iter: 1  value: -261.8081 mgc: 6.831284 ustep: 1 
#> iter: 2  value: -262.4173 mgc: 2.100304 ustep: 1 
#> iter: 3  value: -262.4177 mgc: 0.08399404 ustep: 1 
#> iter: 4  value: -262.4177 mgc: 9.062831e-05 ustep: 1 
#> iter: 5  mgc: 1.086056e-10 
#> iter: 1  mgc: 1.086056e-10 
#> outer mgc:  42.09413 
#>  41:     195.40842: -4.35044 -0.128925 0.226896 0.144210 0.326723 -8.67932 -13.1028 -0.926385 -0.703308 -1.69864 -1.64195 -0.528978 -1.32806 -1.24407 0.333716  1.60818
#> iter: 1  value: -311.0598 mgc: 9.215492 ustep: 1 
#> iter: 2  value: -311.1897 mgc: 0.7393634 ustep: 1 
#> iter: 3  value: -311.1897 mgc: 0.006842656 ustep: 1 
#> iter: 4  value: -311.1897 mgc: 7.970402e-07 ustep: 1 
#> iter: 5  mgc: 3.903544e-13 
#> iter: 1  mgc: 3.903544e-13 
#> outer mgc:  34.31379 
#>  42:     188.55399: -4.58431 -0.263743 -0.125124 0.0310000 0.182940 -8.93838 -12.5608 -0.994485 -0.664848 -1.92098 -1.72827 -0.624514 -1.28473 -1.16295 0.118439  1.65345
#> iter: 1  value: -272.0696 mgc: 8.332297 ustep: 1 
#> iter: 2  value: -272.5147 mgc: 0.8925847 ustep: 1 
#> iter: 3  value: -272.5147 mgc: 0.01981353 ustep: 1 
#> iter: 4  value: -272.5147 mgc: 8.864502e-06 ustep: 1 
#> iter: 5  mgc: 1.418421e-12 
#> iter: 1  value: -309.3335 mgc: 2.898878 ustep: 1 
#> iter: 2  value: -309.3373 mgc: 0.1100163 ustep: 1 
#> iter: 3  value: -309.3373 mgc: 0.0002598372 ustep: 1 
#> iter: 4  mgc: 1.358554e-09 
#> iter: 1  mgc: 1.358554e-09 
#> outer mgc:  19.00778 
#>  43:     184.08213: -4.57021 -0.215299 0.0735121 0.135484 0.0845994 -8.94106 -12.5889 -0.976603 -0.665724 -1.89347 -1.71968 -0.635793 -1.29188 -1.16621 0.0240642  1.64227
#> iter: 1  value: -308.7049 mgc: 3.527128 ustep: 1 
#> iter: 2  value: -308.7067 mgc: 0.1392678 ustep: 1 
#> iter: 3  value: -308.7067 mgc: 0.0002941365 ustep: 1 
#> iter: 4  mgc: 1.048548e-09 
#> iter: 1  mgc: 1.048548e-09 
#> outer mgc:  36.21545 
#>  44:     182.38540: -4.49414 -0.0816602 -0.0346505 0.158344 0.195904 -8.86987 -12.7091 -0.971295 -0.672470 -1.88032 -1.70895 -0.624931 -1.32486 -1.17385 -0.0419099  1.63729
#> iter: 1  value: -314.4449 mgc: 2.4096 ustep: 1 
#> iter: 2  value: -314.4452 mgc: 0.0310915 ustep: 1 
#> iter: 3  value: -314.4452 mgc: 1.597871e-05 ustep: 1 
#> iter: 4  mgc: 3.65219e-12 
#> iter: 1  mgc: 3.65219e-12 
#> outer mgc:  39.69799 
#>  45:     181.51874: -4.52696 -0.213105 0.0449422 0.0347750 0.213316 -8.84625 -12.5967 -0.976276 -0.664451 -1.91572 -1.71345 -0.648523 -1.32129 -1.15826 -0.176544  1.63948
#> iter: 1  value: -312.1866 mgc: 3.138625 ustep: 1 
#> iter: 2  value: -312.1916 mgc: 0.1106783 ustep: 1 
#> iter: 3  value: -312.1916 mgc: 0.0003061559 ustep: 1 
#> iter: 4  mgc: 2.011836e-09 
#> iter: 1  mgc: 2.011836e-09 
#> outer mgc:  25.00409 
#>  46:     178.96041: -4.47617 -0.149776 0.101007 0.245664 0.167989 -8.85321 -12.7223 -0.970718 -0.672031 -1.88644 -1.70870 -0.634467 -1.31201 -1.16663 -0.194586  1.63418
#> iter: 1  value: -318.2324 mgc: 2.461961 ustep: 1 
#> iter: 2  value: -318.2336 mgc: 0.05864458 ustep: 1 
#> iter: 3  value: -318.2336 mgc: 7.202872e-05 ustep: 1 
#> iter: 4  mgc: 1.239866e-10 
#> iter: 1  mgc: 1.239866e-10 
#> outer mgc:  38.33989 
#>  47:     178.34979: -4.49564 -0.0868332 -0.0423167 0.133385 0.237560 -8.86466 -12.6315 -0.975061 -0.665352 -1.92735 -1.71240 -0.654891 -1.31593 -1.15096 -0.338245  1.63489
#> iter: 1  value: -318.6353 mgc: 3.089978 ustep: 1 
#> iter: 2  value: -318.6376 mgc: 0.1100644 ustep: 1 
#> iter: 3  value: -318.6376 mgc: 0.0002230699 ustep: 1 
#> iter: 4  mgc: 9.754975e-10 
#> iter: 1  mgc: 9.754975e-10 
#> outer mgc:  37.13889 
#>  48:     177.15922: -4.45078 -0.173000 0.167952 0.129386 0.288712 -8.82190 -12.7299 -0.977024 -0.670816 -1.91719 -1.71169 -0.645684 -1.32033 -1.14817 -0.413893  1.63240
#> iter: 1  value: -322.639 mgc: 2.938673 ustep: 1 
#> iter: 2  value: -322.6395 mgc: 0.04822793 ustep: 1 
#> iter: 3  value: -322.6395 mgc: 4.060236e-05 ustep: 1 
#> iter: 4  mgc: 3.663125e-11 
#> iter: 1  mgc: 3.663125e-11 
#> outer mgc:  42.19911 
#>  49:     175.79126: -4.47061 -0.157084 0.0699465 0.308495 0.204373 -8.84106 -12.6774 -0.974065 -0.665943 -1.94182 -1.72340 -0.661857 -1.30332 -1.11988 -0.551801  1.62562
#> iter: 1  value: -328.0717 mgc: 2.415491 ustep: 1 
#> iter: 2  value: -328.0742 mgc: 0.138802 ustep: 1 
#> iter: 3  value: -328.0742 mgc: 0.0004558503 ustep: 1 
#> iter: 4  mgc: 3.394565e-09 
#> iter: 1  mgc: 3.394565e-09 
#> outer mgc:  19.38682 
#>  50:     172.56886: -4.41986 -0.0584424 0.0643253 0.184479 0.363520 -8.82969 -12.7770 -0.980521 -0.671104 -1.95643 -1.72448 -0.654127 -1.30052 -1.10533 -0.652242  1.62307
#> iter: 1  value: -333.0151 mgc: 2.211173 ustep: 1 
#> iter: 2  value: -333.0156 mgc: 0.0520733 ustep: 1 
#> iter: 3  value: -333.0156 mgc: 5.910404e-05 ustep: 1 
#> iter: 4  mgc: 6.671641e-11 
#> iter: 1  mgc: 6.671641e-11 
#> outer mgc:  31.52918 
#>  51:     171.80646: -4.40705 -0.154392 0.194021 0.239637 0.341225 -8.79920 -12.7104 -0.982352 -0.676891 -1.98947 -1.72683 -0.665545 -1.30957 -1.06067 -0.840020  1.61525
#> iter: 1  value: -335.0536 mgc: 2.577423 ustep: 1 
#> iter: 2  value: -335.0543 mgc: 0.05860732 ustep: 1 
#> iter: 3  value: -335.0543 mgc: 8.844363e-05 ustep: 1 
#> iter: 4  mgc: 1.679139e-10 
#> iter: 1  mgc: 1.679139e-10 
#> outer mgc:  31.57457 
#>  52:     171.64612: -4.34501 -0.0519884 0.0917849 0.361095 0.373021 -8.76773 -12.7578 -0.990070 -0.693005 -2.01296 -1.71299 -0.662396 -1.30660 -1.02814 -1.00680  1.61071
#> iter: 1  value: -333.9304 mgc: 1.380217 ustep: 1 
#> iter: 2  value: -333.9305 mgc: 0.0166958 ustep: 1 
#> iter: 3  value: -333.9305 mgc: 4.276652e-06 ustep: 1 
#> iter: 4  mgc: 3.697043e-13 
#> iter: 1  mgc: 3.697043e-13 
#> outer mgc:  8.081024 
#>  53:     169.38856: -4.33846 -0.0622002 0.158913 0.264234 0.392373 -8.76585 -12.7037 -0.991891 -0.698623 -2.00162 -1.69178 -0.660302 -1.29826 -1.04651 -0.998580  1.61445
#> iter: 1  value: -330.3892 mgc: 1.745084 ustep: 1 
#> iter: 2  value: -330.3893 mgc: 0.05310405 ustep: 1 
#> iter: 3  value: -330.3893 mgc: 4.114293e-05 ustep: 1 
#> iter: 4  mgc: 2.548539e-11 
#> iter: 1  mgc: 2.548539e-11 
#> outer mgc:  6.262139 
#>  54:     169.35778: -4.35389 -0.0525960 0.143740 0.306630 0.424902 -8.77793 -12.6297 -0.986312 -0.711986 -1.97326 -1.66794 -0.648193 -1.34555 -1.09146 -0.941430  1.62636
#> iter: 1  value: -329.5757 mgc: 0.4933127 ustep: 1 
#> iter: 2  value: -329.5757 mgc: 0.009382943 ustep: 1 
#> iter: 3  value: -329.5757 mgc: 1.394351e-06 ustep: 1 
#> iter: 4  mgc: 4.302114e-13 
#> iter: 1  mgc: 4.302114e-13 
#> outer mgc:  8.599987 
#>  55:     169.12000: -4.34704 -0.0592209 0.173983 0.286865 0.403189 -8.76452 -12.6729 -0.988677 -0.709595 -1.96737 -1.66285 -0.645043 -1.33486 -1.11086 -0.952063  1.62880
#> iter: 1  value: -328.826 mgc: 0.7408565 ustep: 1 
#> iter: 2  value: -328.826 mgc: 0.01380685 ustep: 1 
#> iter: 3  value: -328.826 mgc: 3.268748e-06 ustep: 1 
#> iter: 4  mgc: 4.52971e-13 
#> iter: 1  mgc: 4.52971e-13 
#> outer mgc:  6.612101 
#>  56:     169.04826: -4.34760 -0.0533668 0.128472 0.286541 0.367561 -8.77055 -12.6905 -0.986217 -0.703823 -1.96090 -1.66035 -0.642833 -1.33733 -1.13800 -0.958737  1.63208
#> iter: 1  value: -331.6651 mgc: 0.929816 ustep: 1 
#> iter: 2  value: -331.6651 mgc: 0.0181069 ustep: 1 
#> iter: 3  value: -331.6651 mgc: 5.101296e-06 ustep: 1 
#> iter: 4  mgc: 3.659295e-13 
#> iter: 1  mgc: 3.659295e-13 
#> outer mgc:  3.358629 
#>  57:     168.98527: -4.35450 -0.0756808 0.139367 0.285269 0.401977 -8.78771 -12.7179 -0.980111 -0.698790 -1.96749 -1.68436 -0.641035 -1.35081 -1.14175 -0.987022  1.62634
#> iter: 1  value: -327.5571 mgc: 0.9714041 ustep: 1 
#> iter: 2  value: -327.5572 mgc: 0.02369799 ustep: 1 
#> iter: 3  value: -327.5572 mgc: 7.718891e-06 ustep: 1 
#> iter: 4  mgc: 7.673862e-13 
#> iter: 1  mgc: 7.673862e-13 
#> outer mgc:  5.105269 
#>  58:     168.98525: -4.34697 -0.0600670 0.152007 0.281910 0.370868 -8.78141 -12.6908 -0.981362 -0.699790 -1.96306 -1.66535 -0.640474 -1.30878 -1.15338 -0.997341  1.62424
#> iter: 1  value: -330.3373 mgc: 0.4429413 ustep: 1 
#> iter: 2  value: -330.3373 mgc: 0.003438739 ustep: 1 
#> iter: 3  value: -330.3373 mgc: 1.46403e-07 ustep: 1 
#> mgc: 4.458656e-13 
#> iter: 1  mgc: 4.458656e-13 
#> outer mgc:  1.380566 
#>  59:     168.87557: -4.34627 -0.0671316 0.138306 0.276254 0.382467 -8.77503 -12.6914 -0.985214 -0.700832 -1.96732 -1.67182 -0.640579 -1.33351 -1.15620 -1.00015  1.62618
#> iter: 1  value: -329.7529 mgc: 0.3707682 ustep: 1 
#> iter: 2  value: -329.7529 mgc: 0.0005624266 ustep: 1 
#> iter: 3  mgc: 5.497293e-09 
#> iter: 1  value: -330.2968 mgc: 0.1861361 ustep: 1 
#> iter: 2  value: -330.2968 mgc: 0.0002848352 ustep: 1 
#> iter: 3  mgc: 1.571247e-09 
#> iter: 1  mgc: 1.571247e-09 
#> outer mgc:  1.903756 
#>  60:     168.87446: -4.34764 -0.0659813 0.148473 0.281617 0.378522 -8.77879 -12.6937 -0.985232 -0.701642 -1.96694 -1.67121 -0.640499 -1.33668 -1.15957 -1.00371  1.62530
#> iter: 1  value: -330.2063 mgc: 0.08720749 ustep: 1 
#> iter: 2  value: -330.2063 mgc: 7.727885e-05 ustep: 1 
#> iter: 3  mgc: 1.193019e-10 
#> iter: 1  mgc: 1.193019e-10 
#> outer mgc:  0.3735065 
#>  61:     168.86569: -4.34727 -0.0648006 0.142782 0.279548 0.381525 -8.77755 -12.6935 -0.985316 -0.701894 -1.96681 -1.67068 -0.640383 -1.33645 -1.16058 -1.00485  1.62500
#> iter: 1  value: -330.0042 mgc: 0.0925954 ustep: 1 
#> iter: 2  value: -330.0042 mgc: 2.076943e-05 ustep: 1 
#> iter: 3  mgc: 6.087575e-12 
#> iter: 1  value: -330.1113 mgc: 0.04411354 ustep: 1 
#> iter: 2  value: -330.1113 mgc: 4.709942e-06 ustep: 1 
#> iter: 3  mgc: 3.450573e-13 
#> iter: 1  mgc: 3.450573e-13 
#> outer mgc:  0.3424294 
#>  62:     168.86452: -4.34719 -0.0666716 0.143599 0.279121 0.382214 -8.77674 -12.6933 -0.985491 -0.702309 -1.96658 -1.67016 -0.640240 -1.33640 -1.16210 -1.00662  1.62458
#> iter: 1  value: -330.0727 mgc: 0.03344965 ustep: 1 
#> iter: 2  value: -330.0727 mgc: 3.179011e-06 ustep: 1 
#> iter: 3  mgc: 3.78142e-13 
#> iter: 1  mgc: 3.78142e-13 
#> outer mgc:  0.3746046 
#>  63:     168.86359: -4.34713 -0.0650169 0.142431 0.280193 0.382371 -8.77701 -12.6933 -0.985778 -0.703135 -1.96659 -1.66996 -0.640126 -1.33636 -1.16327 -1.00857  1.62397
#> iter: 1  value: -330.0919 mgc: 0.06395814 ustep: 1 
#> iter: 2  value: -330.0919 mgc: 1.408492e-05 ustep: 1 
#> iter: 3  mgc: 4.287237e-12 
#> iter: 1  mgc: 4.287237e-12 
#> outer mgc:  0.287691 
#>  64:     168.86247: -4.34641 -0.0648668 0.144516 0.280005 0.383324 -8.77592 -12.6921 -0.986654 -0.706079 -1.96699 -1.67083 -0.639772 -1.33612 -1.16348 -1.01328  1.62157
#> iter: 1  value: -329.8778 mgc: 0.107507 ustep: 1 
#> iter: 2  value: -329.8778 mgc: 1.972847e-05 ustep: 1 
#> iter: 3  mgc: 5.58309e-12 
#> iter: 1  mgc: 5.58309e-12 
#> outer mgc:  0.3690856 
#>  65:     168.86233: -4.34801 -0.0663504 0.144180 0.281754 0.384206 -8.77650 -12.6937 -0.987894 -0.702592 -1.96616 -1.66820 -0.639699 -1.33651 -1.16624 -1.01575  1.62179
#> iter: 1  value: -329.9468 mgc: 0.03349049 ustep: 1 
#> iter: 2  value: -329.9468 mgc: 1.184414e-05 ustep: 1 
#> iter: 3  mgc: 3.733014e-12 
#> iter: 1  mgc: 3.733014e-12 
#> outer mgc:  0.3971284 
#>  66:     168.86210: -4.34725 -0.0642587 0.143240 0.279697 0.384570 -8.77689 -12.6932 -0.987770 -0.703054 -1.96653 -1.66860 -0.639632 -1.33669 -1.16693 -1.01593  1.62166
#> iter: 1  value: -329.9816 mgc: 0.05236792 ustep: 1 
#> iter: 2  value: -329.9816 mgc: 9.562379e-06 ustep: 1 
#> iter: 3  mgc: 1.482925e-12 
#> iter: 1  mgc: 1.482925e-12 
#> outer mgc:  0.1473986 
#>  67:     168.86141: -4.34622 -0.0655511 0.143194 0.280472 0.383317 -8.77664 -12.6929 -0.987111 -0.704521 -1.96656 -1.66967 -0.639885 -1.33672 -1.16859 -1.01579  1.62135
#> iter: 1  value: -329.8256 mgc: 0.06235839 ustep: 1 
#> iter: 2  value: -329.8256 mgc: 1.210697e-05 ustep: 1 
#> iter: 3  mgc: 2.937872e-12 
#> iter: 1  value: -329.9235 mgc: 0.01866096 ustep: 1 
#> iter: 2  value: -329.9235 mgc: 1.438227e-06 ustep: 1 
#> iter: 3  mgc: 5.870859e-13 
#> iter: 1  mgc: 5.870859e-13 
#> outer mgc:  0.1704928 
#>  68:     168.86138: -4.34666 -0.0654146 0.143924 0.279826 0.383206 -8.77661 -12.6930 -0.987270 -0.704989 -1.96641 -1.66915 -0.639640 -1.33660 -1.16891 -1.01594  1.62136
#> iter: 1  value: -329.9198 mgc: 0.01572382 ustep: 1 
#> iter: 2  value: -329.9198 mgc: 5.556098e-07 ustep: 1 
#> iter: 3  mgc: 3.366196e-13 
#> iter: 1  mgc: 3.366196e-13 
#> outer mgc:  0.04258063 
#>  69:     168.86129: -4.34660 -0.0649968 0.143692 0.280285 0.383269 -8.77623 -12.6925 -0.987616 -0.705249 -1.96644 -1.66896 -0.639079 -1.33666 -1.16898 -1.01664  1.62107
#> iter: 1  value: -329.9614 mgc: 0.01223614 ustep: 1 
#> iter: 2  value: -329.9614 mgc: 2.692576e-06 ustep: 1 
#> iter: 3  mgc: 3.788081e-13 
#> iter: 1  mgc: 3.788081e-13 
#> outer mgc:  0.01956442 
#>  70:     168.86128: -4.34604 -0.0649880 0.143814 0.280528 0.383698 -8.77618 -12.6924 -0.987451 -0.704842 -1.96667 -1.66911 -0.639697 -1.33648 -1.16973 -1.01676  1.62128
#> iter: 1  value: -329.9005 mgc: 0.02411124 ustep: 1 
#> iter: 2  value: -329.9005 mgc: 6.079357e-07 ustep: 1 
#> iter: 3  mgc: 3.907985e-13 
#> iter: 1  value: -329.9456 mgc: 0.008968093 ustep: 1 
#> iter: 2  value: -329.9456 mgc: 1.81164e-07 ustep: 1 
#> iter: 3  mgc: 5.435652e-13 
#> iter: 1  value: -329.9565 mgc: 0.003593358 ustep: 1 
#> iter: 2  value: -329.9565 mgc: 3.465228e-08 ustep: 1 
#> mgc: 4.236611e-13 
#> iter: 1  mgc: 4.236611e-13 
#> outer mgc:  0.02904641 
#>  71:     168.86127: -4.34611 -0.0651063 0.143901 0.280529 0.383662 -8.77615 -12.6924 -0.987467 -0.704940 -1.96666 -1.66907 -0.639614 -1.33661 -1.16977 -1.01681  1.62122
#> iter: 1  value: -329.9453 mgc: 0.004075265 ustep: 1 
#> iter: 2  value: -329.9453 mgc: 4.370502e-08 ustep: 1 
#> mgc: 4.645173e-13 
#> iter: 1  mgc: 4.645173e-13 
#> outer mgc:  0.01229613 
#>  72:     168.86127: -4.34614 -0.0650486 0.143784 0.280506 0.383646 -8.77621 -12.6925 -0.987478 -0.705125 -1.96665 -1.66902 -0.639617 -1.33661 -1.16984 -1.01681  1.62115
#> iter: 1  value: -329.937 mgc: 0.002425198 ustep: 1 
#> iter: 2  value: -329.937 mgc: 3.496969e-08 ustep: 1 
#> mgc: 2.948752e-13 
#> iter: 1  mgc: 2.948752e-13 
#> outer mgc:  0.01563271 
#>  73:     168.86126: -4.34615 -0.0651093 0.143829 0.280452 0.383606 -8.77622 -12.6925 -0.987559 -0.705223 -1.96665 -1.66903 -0.639519 -1.33661 -1.16990 -1.01684  1.62097
#> iter: 1  value: -329.9382 mgc: 0.003097902 ustep: 1 
#> iter: 2  value: -329.9382 mgc: 4.419856e-08 ustep: 1 
#> mgc: 4.32987e-13 
#> iter: 1  mgc: 4.32987e-13 
#> outer mgc:  0.007855526 
#>  74:     168.86126: -4.34617 -0.0650632 0.143804 0.280438 0.383549 -8.77621 -12.6925 -0.987613 -0.705127 -1.96666 -1.66899 -0.639384 -1.33663 -1.16987 -1.01701  1.62095
#> iter: 1  value: -329.9303 mgc: 0.004078015 ustep: 1 
#> iter: 2  value: -329.9303 mgc: 1.675011e-08 ustep: 1 
#> mgc: 2.895462e-13 
#> iter: 1  value: -329.9331 mgc: 0.001338096 ustep: 1 
#> iter: 2  mgc: 4.957703e-09 
#> iter: 1  mgc: 4.957703e-09 
#> outer mgc:  0.01335256 
#>  75:     168.86126: -4.34621 -0.0650848 0.143764 0.280480 0.383550 -8.77619 -12.6925 -0.987617 -0.705190 -1.96664 -1.66897 -0.639373 -1.33663 -1.16988 -1.01703  1.62094
#> iter: 1  value: -329.9358 mgc: 0.001636725 ustep: 1 
#> iter: 2  mgc: 3.300672e-09 
#> iter: 1  mgc: 3.300672e-09 
#> outer mgc:  0.003807082 
#>  76:     168.86126: -4.34623 -0.0650718 0.143795 0.280450 0.383565 -8.77620 -12.6925 -0.987620 -0.705273 -1.96664 -1.66895 -0.639381 -1.33663 -1.16987 -1.01705  1.62097
#> iter: 1  value: -329.9293 mgc: 0.001336565 ustep: 1 
#> iter: 2  mgc: 5.582825e-09 
#> iter: 1  mgc: 5.582825e-09 
#> outer mgc:  0.003982735 
#>  77:     168.86126: -4.34624 -0.0650718 0.143775 0.280450 0.383541 -8.77621 -12.6925 -0.987639 -0.705333 -1.96664 -1.66895 -0.639393 -1.33664 -1.16988 -1.01706  1.62089
#> iter: 1  value: -329.9319 mgc: 0.001899233 ustep: 1 
#> iter: 2  mgc: 3.666448e-09 
#> iter: 1  mgc: 3.666448e-09 
#> outer mgc:  0.004198149 
#>  78:     168.86126: -4.34626 -0.0650776 0.143769 0.280443 0.383539 -8.77621 -12.6925 -0.987662 -0.705359 -1.96662 -1.66899 -0.639331 -1.33663 -1.16993 -1.01703  1.62087
#> iter: 1  value: -329.9273 mgc: 0.002581052 ustep: 1 
#> iter: 2  value: -329.9273 mgc: 2.379974e-08 ustep: 1 
#> mgc: 3.628209e-13 
#> iter: 1  mgc: 3.628209e-13 
#> outer mgc:  0.003289126 
#>  79:     168.86126: -4.34627 -0.0651076 0.143762 0.280410 0.383507 -8.77623 -12.6925 -0.987659 -0.705416 -1.96664 -1.66893 -0.639314 -1.33664 -1.16994 -1.01705  1.62086
#> iter: 1  value: -329.9268 mgc: 0.001217682 ustep: 1 
#> iter: 2  value: -329.9268 mgc: 1.073298e-08 ustep: 1 
#> mgc: 4.933831e-13 
#> iter: 1  mgc: 4.933831e-13 
#> outer mgc:  0.002443108 
#>  80:     168.86126: -4.34627 -0.0650873 0.143784 0.280434 0.383537 -8.77620 -12.6925 -0.987695 -0.705445 -1.96665 -1.66893 -0.639338 -1.33663 -1.16989 -1.01708  1.62082
#> iter: 1  value: -329.9284 mgc: 0.001450561 ustep: 1 
#> iter: 2  value: -329.9284 mgc: 1.685683e-08 ustep: 1 
#> mgc: 3.899103e-13 
#> iter: 1  value: -329.9277 mgc: 0.0007095923 ustep: 1 
#> iter: 2  mgc: 3.988722e-09 
#> iter: 1  mgc: 3.988722e-09 
#> outer mgc:  0.001140124 
#>  81:     168.86126: -4.34628 -0.0650860 0.143777 0.280428 0.383519 -8.77621 -12.6925 -0.987677 -0.705431 -1.96663 -1.66894 -0.639358 -1.33664 -1.16990 -1.01709  1.62085
#> iter: 1  value: -329.9264 mgc: 0.001170425 ustep: 1 
#> iter: 2  mgc: 3.298617e-09 
#> iter: 1  value: -329.927 mgc: 0.0002579141 ustep: 1 
#> iter: 2  mgc: 5.748806e-10 
#> iter: 1  value: -329.9274 mgc: 0.0001109045 ustep: 1 
#> iter: 2  mgc: 1.062279e-10 
#> iter: 1  mgc: 1.062279e-10 
#> outer mgc:  0.0009837032 
#>  82:     168.86126: -4.34627 -0.0650849 0.143771 0.280427 0.383522 -8.77621 -12.6925 -0.987674 -0.705429 -1.96663 -1.66894 -0.639356 -1.33664 -1.16990 -1.01709  1.62084
#> iter: 1  value: -329.927 mgc: 0.0001831962 ustep: 1 
#> iter: 2  mgc: 6.137624e-11 
#> iter: 1  mgc: 6.137624e-11 
#> outer mgc:  0.0007220443 
#>  83:     168.86126: -4.34627 -0.0650874 0.143775 0.280428 0.383522 -8.77621 -12.6925 -0.987672 -0.705422 -1.96663 -1.66894 -0.639354 -1.33664 -1.16990 -1.01708  1.62084
#> iter: 1  value: -329.9275 mgc: 0.0001243914 ustep: 1 
#> iter: 2  mgc: 1.159606e-10 
#> iter: 1  mgc: 1.159606e-10 
#> outer mgc:  0.000380177 
#>  84:     168.86126: -4.34627 -0.0650866 0.143775 0.280431 0.383524 -8.77621 -12.6925 -0.987671 -0.705420 -1.96664 -1.66894 -0.639350 -1.33664 -1.16990 -1.01708  1.62085
#> iter: 1  mgc: 1.159606e-10 
#> iter: 1  mgc: 1.159606e-10 
#> outer mgc:  0.000380177 
#> iter: 1  value: -329.928 mgc: 0.001671734 ustep: 1 
#> iter: 2  value: -329.928 mgc: 2.120382e-08 ustep: 1 
#> mgc: 5.92415e-13 
#> outer mgc:  0.06932552 
#> iter: 1  value: -329.927 mgc: 0.001671734 ustep: 1 
#> iter: 2  value: -329.927 mgc: 2.12025e-08 ustep: 1 
#> mgc: 3.352874e-13 
#> outer mgc:  0.06971162 
#> iter: 1  value: -329.9281 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9281 mgc: 1.161601e-06 ustep: 1 
#> iter: 3  mgc: 4.036771e-13 
#> outer mgc:  0.3100845 
#> iter: 1  value: -329.9267 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9267 mgc: 1.160949e-06 ustep: 1 
#> iter: 3  mgc: 4.423129e-13 
#> outer mgc:  0.3101385 
#> iter: 1  value: -329.9285 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9285 mgc: 2.291005e-06 ustep: 1 
#> iter: 3  mgc: 4.28102e-13 
#> outer mgc:  0.3562527 
#> iter: 1  value: -329.9262 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9262 mgc: 2.289434e-06 ustep: 1 
#> iter: 3  mgc: 3.379519e-13 
#> outer mgc:  0.3560203 
#> iter: 1  value: -329.9283 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9283 mgc: 3.257974e-06 ustep: 1 
#> iter: 3  mgc: 3.890221e-13 
#> outer mgc:  0.3321677 
#> iter: 1  value: -329.9264 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9264 mgc: 3.254951e-06 ustep: 1 
#> iter: 3  mgc: 4.18332e-13 
#> outer mgc:  0.3313976 
#> iter: 1  value: -329.9277 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9277 mgc: 1.120372e-05 ustep: 1 
#> iter: 3  mgc: 1.882938e-12 
#> outer mgc:  0.1436181 
#> iter: 1  value: -329.9272 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9272 mgc: 1.118492e-05 ustep: 1 
#> iter: 3  mgc: 1.856293e-12 
#> outer mgc:  0.1440307 
#> iter: 1  value: -329.9278 mgc: 0.01037921 ustep: 1 
#> iter: 2  value: -329.9278 mgc: 3.390669e-07 ustep: 1 
#> iter: 3  mgc: 3.712586e-13 
#> outer mgc:  0.1725346 
#> iter: 1  value: -329.927 mgc: 0.01037921 ustep: 1 
#> iter: 2  value: -329.927 mgc: 3.390017e-07 ustep: 1 
#> iter: 3  mgc: 2.726708e-13 
#> outer mgc:  0.1725713 
#> iter: 1  value: -329.9278 mgc: 0.007645806 ustep: 1 
#> iter: 2  value: -329.9278 mgc: 2.52147e-07 ustep: 1 
#> iter: 3  mgc: 4.13003e-13 
#> outer mgc:  0.1196871 
#> iter: 1  value: -329.9271 mgc: 0.007645806 ustep: 1 
#> iter: 2  value: -329.9271 mgc: 2.520994e-07 ustep: 1 
#> iter: 3  mgc: 4.214407e-13 
#> outer mgc:  0.1198081 
#> iter: 1  value: -329.8244 mgc: 0.02668246 ustep: 1 
#> iter: 2  value: -329.8244 mgc: 4.88256e-07 ustep: 1 
#> iter: 3  mgc: 4.121148e-13 
#> outer mgc:  0.07874631 
#> iter: 1  value: -330.0306 mgc: 0.02673588 ustep: 1 
#> iter: 2  value: -330.0306 mgc: 4.891332e-07 ustep: 1 
#> iter: 3  mgc: 4.214407e-13 
#> outer mgc:  0.07887656 
#> iter: 1  value: -329.9249 mgc: 0.01466421 ustep: 1 
#> iter: 2  value: -329.9249 mgc: 2.138432e-08 ustep: 1 
#> mgc: 4.303224e-13 
#> outer mgc:  0.02836365 
#> iter: 1  value: -329.9302 mgc: 0.01469356 ustep: 1 
#> iter: 2  value: -329.9302 mgc: 2.144325e-08 ustep: 1 
#> mgc: 4.583001e-13 
#> outer mgc:  0.02882337 
#> iter: 1  value: -329.8163 mgc: 0.02114405 ustep: 1 
#> iter: 2  value: -329.8163 mgc: 1.370518e-06 ustep: 1 
#> iter: 3  mgc: 5.333511e-13 
#> outer mgc:  0.05596168 
#> iter: 1  value: -330.0387 mgc: 0.02118638 ustep: 1 
#> iter: 2  value: -330.0387 mgc: 1.373913e-06 ustep: 1 
#> iter: 3  mgc: 4.831691e-13 
#> outer mgc:  0.055843 
#> iter: 1  value: -329.8169 mgc: 0.02616881 ustep: 1 
#> iter: 2  value: -329.8169 mgc: 1.093047e-06 ustep: 1 
#> iter: 3  mgc: 4.343192e-13 
#> outer mgc:  0.07974295 
#> iter: 1  value: -330.0382 mgc: 0.0262212 ustep: 1 
#> iter: 2  value: -330.0382 mgc: 1.093733e-06 ustep: 1 
#> iter: 3  mgc: 4.714007e-13 
#> outer mgc:  0.07948588 
#> iter: 1  value: -329.9272 mgc: 0.002459757 ustep: 1 
#> iter: 2  value: -329.9272 mgc: 3.224065e-08 ustep: 1 
#> mgc: 3.33511e-13 
#> outer mgc:  0.03755711 
#> iter: 1  value: -329.9278 mgc: 0.002464681 ustep: 1 
#> iter: 2  value: -329.9278 mgc: 3.236539e-08 ustep: 1 
#> mgc: 4.409806e-13 
#> outer mgc:  0.0377784 
#> iter: 1  value: -329.8909 mgc: 0.0187509 ustep: 1 
#> iter: 2  value: -329.8909 mgc: 2.225286e-06 ustep: 1 
#> iter: 3  mgc: 3.499423e-13 
#> outer mgc:  0.1719022 
#> iter: 1  value: -329.964 mgc: 0.01878844 ustep: 1 
#> iter: 2  value: -329.964 mgc: 2.228659e-06 ustep: 1 
#> iter: 3  mgc: 4.920508e-13 
#> outer mgc:  0.1719433 
#> iter: 1  value: -329.9244 mgc: 0.01210349 ustep: 1 
#> iter: 2  value: -329.9244 mgc: 1.539104e-08 ustep: 1 
#> mgc: 4.396483e-13 
#> outer mgc:  0.03192037 
#> iter: 1  value: -329.9306 mgc: 0.01212772 ustep: 1 
#> iter: 2  value: -329.9306 mgc: 1.544008e-08 ustep: 1 
#> mgc: 5.506706e-13 
#> outer mgc:  0.0317825 
#> iter: 1  value: -329.9241 mgc: 0.01457739 ustep: 1 
#> iter: 2  value: -329.9241 mgc: 7.839477e-08 ustep: 1 
#> mgc: 3.570477e-13 
#> outer mgc:  0.02897069 
#> iter: 1  value: -329.9309 mgc: 0.01460657 ustep: 1 
#> iter: 2  value: -329.9309 mgc: 7.861793e-08 ustep: 1 
#> mgc: 3.161915e-13 
#> outer mgc:  0.02938861 
#> iter: 1  value: -330.0246 mgc: 0.02636191 ustep: 1 
#> iter: 2  value: -330.0246 mgc: 2.309959e-07 ustep: 1 
#> iter: 3  mgc: 3.299583e-13 
#> outer mgc:  0.04180642 
#> iter: 1  value: -329.8305 mgc: 0.02630849 ustep: 1 
#> iter: 2  value: -329.8305 mgc: 2.30699e-07 ustep: 1 
#> iter: 3  mgc: 4.112266e-13 
#> outer mgc:  0.04186286 
#> iter: 1  value: -329.9277 mgc: 0.0001835239 ustep: 1 
#> iter: 2  mgc: 1.427819e-11 
#> iter: 1  mgc: 1.427819e-11 
#> outer mgc:  7.175649e-10 
#> iter: 1  value: -329.9281 mgc: 0.001671727 ustep: 1 
#> iter: 2  value: -329.9281 mgc: 2.120368e-08 ustep: 1 
#> mgc: 4.436451e-13 
#> outer mgc:  0.06951832 
#> iter: 1  value: -329.9272 mgc: 0.001671727 ustep: 1 
#> iter: 2  value: -329.9272 mgc: 2.120236e-08 ustep: 1 
#> mgc: 3.987921e-13 
#> outer mgc:  0.0695183 
#> iter: 1  value: -329.9283 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9283 mgc: 1.161601e-06 ustep: 1 
#> iter: 3  mgc: 2.823297e-13 
#> outer mgc:  0.310113 
#> iter: 1  value: -329.9268 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9268 mgc: 1.160949e-06 ustep: 1 
#> iter: 3  mgc: 6.981082e-13 
#> outer mgc:  0.3101098 
#> iter: 1  value: -329.9286 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9286 mgc: 2.291009e-06 ustep: 1 
#> iter: 3  mgc: 3.47871e-13 
#> outer mgc:  0.3561394 
#> iter: 1  value: -329.9264 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9264 mgc: 2.289438e-06 ustep: 1 
#> iter: 3  mgc: 4.82725e-13 
#> outer mgc:  0.3561334 
#> iter: 1  value: -329.9285 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9285 mgc: 3.257977e-06 ustep: 1 
#> iter: 3  mgc: 3.987921e-13 
#> outer mgc:  0.3317875 
#> iter: 1  value: -329.9266 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9266 mgc: 3.254953e-06 ustep: 1 
#> iter: 3  mgc: 4.414247e-13 
#> outer mgc:  0.3317777 
#> iter: 1  value: -329.9279 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9279 mgc: 1.120372e-05 ustep: 1 
#> iter: 3  mgc: 1.962874e-12 
#> outer mgc:  0.143824 
#> iter: 1  value: -329.9274 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9274 mgc: 1.118492e-05 ustep: 1 
#> iter: 3  mgc: 1.907807e-12 
#> outer mgc:  0.1438248 
#> iter: 1  value: -329.928 mgc: 0.01037926 ustep: 1 
#> iter: 2  value: -329.928 mgc: 3.390709e-07 ustep: 1 
#> iter: 3  mgc: 5.071499e-13 
#> outer mgc:  0.172554 
#> iter: 1  value: -329.9272 mgc: 0.01037926 ustep: 1 
#> iter: 2  value: -329.9272 mgc: 3.390057e-07 ustep: 1 
#> iter: 3  mgc: 4.698464e-13 
#> outer mgc:  0.1725532 
#> iter: 1  value: -329.928 mgc: 0.007645701 ustep: 1 
#> iter: 2  value: -329.928 mgc: 2.521414e-07 ustep: 1 
#> iter: 3  mgc: 3.448353e-13 
#> outer mgc:  0.1197469 
#> iter: 1  value: -329.9273 mgc: 0.007645701 ustep: 1 
#> iter: 2  value: -329.9273 mgc: 2.520937e-07 ustep: 1 
#> iter: 3  mgc: 4.227729e-13 
#> outer mgc:  0.1197459 
#> iter: 1  value: -329.8246 mgc: 0.02668251 ustep: 1 
#> iter: 2  value: -329.8246 mgc: 4.882553e-07 ustep: 1 
#> iter: 3  mgc: 4.338752e-13 
#> outer mgc:  0.0787999 
#> iter: 1  value: -330.0308 mgc: 0.02673593 ustep: 1 
#> iter: 2  value: -330.0308 mgc: 4.891321e-07 ustep: 1 
#> iter: 3  mgc: 4.218847e-13 
#> outer mgc:  0.07882288 
#> iter: 1  value: -329.925 mgc: 0.01466401 ustep: 1 
#> iter: 2  value: -329.925 mgc: 2.138409e-08 ustep: 1 
#> mgc: 4.18332e-13 
#> outer mgc:  0.02858157 
#> iter: 1  value: -329.9303 mgc: 0.01469337 ustep: 1 
#> iter: 2  value: -329.9303 mgc: 2.144298e-08 ustep: 1 
#> mgc: 5.44953e-13 
#> outer mgc:  0.02860509 
#> iter: 1  value: -329.8165 mgc: 0.02114407 ustep: 1 
#> iter: 2  value: -329.8165 mgc: 1.370523e-06 ustep: 1 
#> iter: 3  mgc: 4.08118e-13 
#> outer mgc:  0.05593991 
#> iter: 1  value: -330.0389 mgc: 0.0211864 ustep: 1 
#> iter: 2  value: -330.0389 mgc: 1.373918e-06 ustep: 1 
#> iter: 3  mgc: 4.241052e-13 
#> outer mgc:  0.05586494 
#> iter: 1  value: -329.8171 mgc: 0.02616887 ustep: 1 
#> iter: 2  value: -329.8171 mgc: 1.09305e-06 ustep: 1 
#> iter: 3  mgc: 6.146195e-13 
#> outer mgc:  0.07965729 
#> iter: 1  value: -330.0383 mgc: 0.02622126 ustep: 1 
#> iter: 2  value: -330.0383 mgc: 1.093735e-06 ustep: 1 
#> iter: 3  mgc: 4.236611e-13 
#> outer mgc:  0.07957105 
#> iter: 1  value: -329.9273 mgc: 0.002459755 ustep: 1 
#> iter: 2  value: -329.9273 mgc: 3.22407e-08 ustep: 1 
#> mgc: 4.137246e-13 
#> outer mgc:  0.0376344 
#> iter: 1  value: -329.928 mgc: 0.00246468 ustep: 1 
#> iter: 2  value: -329.928 mgc: 3.236545e-08 ustep: 1 
#> mgc: 4.352074e-13 
#> outer mgc:  0.03770084 
#> iter: 1  value: -329.8911 mgc: 0.01875091 ustep: 1 
#> iter: 2  value: -329.8911 mgc: 2.225293e-06 ustep: 1 
#> iter: 3  mgc: 3.601563e-13 
#> outer mgc:  0.1718663 
#> iter: 1  value: -329.9642 mgc: 0.01878845 ustep: 1 
#> iter: 2  value: -329.9642 mgc: 2.228666e-06 ustep: 1 
#> iter: 3  mgc: 4.631174e-13 
#> outer mgc:  0.1719794 
#> iter: 1  value: -329.9246 mgc: 0.01210355 ustep: 1 
#> iter: 2  value: -329.9246 mgc: 1.539103e-08 ustep: 1 
#> mgc: 3.428369e-13 
#> outer mgc:  0.03183573 
#> iter: 1  value: -329.9308 mgc: 0.01212778 ustep: 1 
#> iter: 2  value: -329.9308 mgc: 1.544026e-08 ustep: 1 
#> mgc: 4.316547e-13 
#> outer mgc:  0.03186729 
#> iter: 1  value: -329.9243 mgc: 0.01457722 ustep: 1 
#> iter: 2  value: -329.9243 mgc: 7.839356e-08 ustep: 1 
#> mgc: 4.241052e-13 
#> outer mgc:  0.02916804 
#> iter: 1  value: -329.9311 mgc: 0.01460641 ustep: 1 
#> iter: 2  value: -329.9311 mgc: 7.861663e-08 ustep: 1 
#> mgc: 2.895462e-13 
#> outer mgc:  0.02919093 
#> iter: 1  value: -330.0247 mgc: 0.02636197 ustep: 1 
#> iter: 2  value: -330.0247 mgc: 2.309956e-07 ustep: 1 
#> iter: 3  mgc: 4.343192e-13 
#> outer mgc:  0.04183708 
#> iter: 1  value: -329.8307 mgc: 0.02630855 ustep: 1 
#> iter: 2  value: -329.8307 mgc: 2.30699e-07 ustep: 1 
#> iter: 3  mgc: 3.952394e-13 
#> outer mgc:  0.04183229 
#> iter: 1  mgc: 6.419287e-10 
#> iter: 1  mgc: 6.419287e-10 
#> outer mgc:  3.62993e-12 
#> iter: 1  value: -329.9281 mgc: 0.001671728 ustep: 1 
#> iter: 2  value: -329.9281 mgc: 2.120368e-08 ustep: 1 
#> mgc: 3.481659e-13 
#> outer mgc:  0.06951832 
#> iter: 1  value: -329.9272 mgc: 0.001671727 ustep: 1 
#> iter: 2  value: -329.9272 mgc: 2.12024e-08 ustep: 1 
#> mgc: 2.984279e-13 
#> outer mgc:  0.0695183 
#> iter: 1  value: -329.9283 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9283 mgc: 1.161601e-06 ustep: 1 
#> iter: 3  mgc: 3.63265e-13 
#> outer mgc:  0.310113 
#> iter: 1  value: -329.9268 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9268 mgc: 1.160949e-06 ustep: 1 
#> iter: 3  mgc: 3.574918e-13 
#> outer mgc:  0.3101098 
#> iter: 1  value: -329.9286 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9286 mgc: 2.291009e-06 ustep: 1 
#> iter: 3  mgc: 4.254375e-13 
#> outer mgc:  0.3561394 
#> iter: 1  value: -329.9264 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9264 mgc: 2.289438e-06 ustep: 1 
#> iter: 3  mgc: 3.926859e-13 
#> outer mgc:  0.3561334 
#> iter: 1  value: -329.9285 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9285 mgc: 3.257977e-06 ustep: 1 
#> iter: 3  mgc: 3.166356e-13 
#> outer mgc:  0.3317875 
#> iter: 1  value: -329.9266 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9266 mgc: 3.254953e-06 ustep: 1 
#> iter: 3  mgc: 4.192202e-13 
#> outer mgc:  0.3317777 
#> iter: 1  value: -329.9279 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9279 mgc: 1.120372e-05 ustep: 1 
#> iter: 3  mgc: 2.021494e-12 
#> outer mgc:  0.143824 
#> iter: 1  value: -329.9274 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9274 mgc: 1.118492e-05 ustep: 1 
#> iter: 3  mgc: 1.943334e-12 
#> outer mgc:  0.1438248 
#> iter: 1  value: -329.928 mgc: 0.01037926 ustep: 1 
#> iter: 2  value: -329.928 mgc: 3.39071e-07 ustep: 1 
#> iter: 3  mgc: 3.836931e-13 
#> outer mgc:  0.172554 
#> iter: 1  value: -329.9272 mgc: 0.01037926 ustep: 1 
#> iter: 2  value: -329.9272 mgc: 3.390058e-07 ustep: 1 
#> iter: 3  mgc: 5.084821e-13 
#> outer mgc:  0.1725532 
#> iter: 1  value: -329.928 mgc: 0.007645701 ustep: 1 
#> iter: 2  value: -329.928 mgc: 2.521413e-07 ustep: 1 
#> iter: 3  mgc: 5.022649e-13 
#> outer mgc:  0.1197469 
#> iter: 1  value: -329.9273 mgc: 0.007645701 ustep: 1 
#> iter: 2  value: -329.9273 mgc: 2.520937e-07 ustep: 1 
#> iter: 3  mgc: 4.025669e-13 
#> outer mgc:  0.1197459 
#> iter: 1  value: -329.8246 mgc: 0.02668251 ustep: 1 
#> iter: 2  value: -329.8246 mgc: 4.882553e-07 ustep: 1 
#> iter: 3  mgc: 3.455014e-13 
#> outer mgc:  0.0787999 
#> iter: 1  value: -330.0308 mgc: 0.02673593 ustep: 1 
#> iter: 2  value: -330.0308 mgc: 4.89132e-07 ustep: 1 
#> iter: 3  mgc: 5.249134e-13 
#> outer mgc:  0.07882288 
#> iter: 1  value: -329.925 mgc: 0.01466401 ustep: 1 
#> iter: 2  value: -329.925 mgc: 2.138402e-08 ustep: 1 
#> mgc: 3.446132e-13 
#> outer mgc:  0.02858157 
#> iter: 1  value: -329.9303 mgc: 0.01469337 ustep: 1 
#> iter: 2  value: -329.9303 mgc: 2.144293e-08 ustep: 1 
#> mgc: 3.561595e-13 
#> outer mgc:  0.02860509 
#> iter: 1  value: -329.8165 mgc: 0.02114407 ustep: 1 
#> iter: 2  value: -329.8165 mgc: 1.370523e-06 ustep: 1 
#> iter: 3  mgc: 3.175238e-13 
#> outer mgc:  0.05593991 
#> iter: 1  value: -330.0389 mgc: 0.0211864 ustep: 1 
#> iter: 2  value: -330.0389 mgc: 1.373918e-06 ustep: 1 
#> iter: 3  mgc: 3.463896e-13 
#> outer mgc:  0.05586494 
#> iter: 1  value: -329.8171 mgc: 0.02616887 ustep: 1 
#> iter: 2  value: -329.8171 mgc: 1.093049e-06 ustep: 1 
#> iter: 3  mgc: 3.481659e-13 
#> outer mgc:  0.07965729 
#> iter: 1  value: -330.0383 mgc: 0.02622126 ustep: 1 
#> iter: 2  value: -330.0383 mgc: 1.093735e-06 ustep: 1 
#> iter: 3  mgc: 4.18332e-13 
#> outer mgc:  0.07957105 
#> iter: 1  value: -329.9273 mgc: 0.002459755 ustep: 1 
#> iter: 2  value: -329.9273 mgc: 3.224071e-08 ustep: 1 
#> mgc: 5.781486e-13 
#> outer mgc:  0.0376344 
#> iter: 1  value: -329.928 mgc: 0.00246468 ustep: 1 
#> iter: 2  value: -329.928 mgc: 3.236546e-08 ustep: 1 
#> mgc: 4.760636e-13 
#> outer mgc:  0.03770084 
#> iter: 1  value: -329.8911 mgc: 0.01875091 ustep: 1 
#> iter: 2  value: -329.8911 mgc: 2.225293e-06 ustep: 1 
#> iter: 3  mgc: 4.489742e-13 
#> outer mgc:  0.1718663 
#> iter: 1  value: -329.9642 mgc: 0.01878845 ustep: 1 
#> iter: 2  value: -329.9642 mgc: 2.228666e-06 ustep: 1 
#> iter: 3  mgc: 4.488077e-13 
#> outer mgc:  0.1719794 
#> iter: 1  value: -329.9246 mgc: 0.01210355 ustep: 1 
#> iter: 2  value: -329.9246 mgc: 1.539103e-08 ustep: 1 
#> mgc: 4.445333e-13 
#> outer mgc:  0.03183573 
#> iter: 1  value: -329.9308 mgc: 0.01212778 ustep: 1 
#> iter: 2  value: -329.9308 mgc: 1.544024e-08 ustep: 1 
#> mgc: 4.143352e-13 
#> outer mgc:  0.03186729 
#> iter: 1  value: -329.9243 mgc: 0.01457722 ustep: 1 
#> iter: 2  value: -329.9243 mgc: 7.839351e-08 ustep: 1 
#> mgc: 4.803935e-13 
#> outer mgc:  0.02916804 
#> iter: 1  value: -329.9311 mgc: 0.01460641 ustep: 1 
#> iter: 2  value: -329.9311 mgc: 7.861673e-08 ustep: 1 
#> mgc: 5.72431e-13 
#> outer mgc:  0.02919093 
#> iter: 1  value: -330.0247 mgc: 0.02636197 ustep: 1 
#> iter: 2  value: -330.0247 mgc: 2.309956e-07 ustep: 1 
#> iter: 3  mgc: 4.440892e-13 
#> outer mgc:  0.04183708 
#> iter: 1  value: -329.8307 mgc: 0.02630855 ustep: 1 
#> iter: 2  value: -329.8307 mgc: 2.30699e-07 ustep: 1 
#> iter: 3  mgc: 3.397282e-13 
#> outer mgc:  0.04183229 
#> iter: 1  mgc: 6.416476e-10 
#> iter: 1  mgc: 6.416476e-10 
#> outer mgc:  1.165457e-13 
#> iter: 1  value: -329.9281 mgc: 0.001671728 ustep: 1 
#> iter: 2  value: -329.9281 mgc: 2.120369e-08 ustep: 1 
#> mgc: 4.160006e-13 
#> outer mgc:  0.06951832 
#> iter: 1  value: -329.9272 mgc: 0.001671727 ustep: 1 
#> iter: 2  value: -329.9272 mgc: 2.120235e-08 ustep: 1 
#> mgc: 3.397282e-13 
#> outer mgc:  0.0695183 
#> iter: 1  value: -329.9283 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9283 mgc: 1.161601e-06 ustep: 1 
#> iter: 3  mgc: 4.445333e-13 
#> outer mgc:  0.310113 
#> iter: 1  value: -329.9268 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9268 mgc: 1.160949e-06 ustep: 1 
#> iter: 3  mgc: 4.18332e-13 
#> outer mgc:  0.3101098 
#> iter: 1  value: -329.9286 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9286 mgc: 2.291009e-06 ustep: 1 
#> iter: 3  mgc: 4.285461e-13 
#> outer mgc:  0.3561394 
#> iter: 1  value: -329.9264 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9264 mgc: 2.289438e-06 ustep: 1 
#> iter: 3  mgc: 4.893863e-13 
#> outer mgc:  0.3561334 
#> iter: 1  value: -329.9285 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9285 mgc: 3.257977e-06 ustep: 1 
#> iter: 3  mgc: 3.907985e-13 
#> outer mgc:  0.3317875 
#> iter: 1  value: -329.9266 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9266 mgc: 3.254953e-06 ustep: 1 
#> iter: 3  mgc: 4.889422e-13 
#> outer mgc:  0.3317777 
#> iter: 1  value: -329.9279 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9279 mgc: 1.120372e-05 ustep: 1 
#> iter: 3  mgc: 1.866951e-12 
#> outer mgc:  0.143824 
#> iter: 1  value: -329.9274 mgc: 0.01448748 ustep: 1 
#> iter: 2  value: -329.9274 mgc: 1.118492e-05 ustep: 1 
#> iter: 3  mgc: 1.799449e-12 
#> outer mgc:  0.1438248 
#> iter: 1  value: -329.928 mgc: 0.01037926 ustep: 1 
#> iter: 2  value: -329.928 mgc: 3.39071e-07 ustep: 1 
#> iter: 3  mgc: 4.138911e-13 
#> outer mgc:  0.172554 
#> iter: 1  value: -329.9272 mgc: 0.01037926 ustep: 1 
#> iter: 2  value: -329.9272 mgc: 3.390058e-07 ustep: 1 
#> iter: 3  mgc: 5.067058e-13 
#> outer mgc:  0.1725532 
#> iter: 1  value: -329.928 mgc: 0.007645701 ustep: 1 
#> iter: 2  value: -329.928 mgc: 2.521413e-07 ustep: 1 
#> iter: 3  mgc: 2.777778e-13 
#> outer mgc:  0.1197469 
#> iter: 1  value: -329.9273 mgc: 0.007645701 ustep: 1 
#> iter: 2  value: -329.9273 mgc: 2.520937e-07 ustep: 1 
#> iter: 3  mgc: 4.192202e-13 
#> outer mgc:  0.1197459 
#> iter: 1  value: -329.8246 mgc: 0.02668251 ustep: 1 
#> iter: 2  value: -329.8246 mgc: 4.88255e-07 ustep: 1 
#> iter: 3  mgc: 2.908784e-13 
#> outer mgc:  0.0787999 
#> iter: 1  value: -330.0308 mgc: 0.02673593 ustep: 1 
#> iter: 2  value: -330.0308 mgc: 4.891324e-07 ustep: 1 
#> iter: 3  mgc: 4.245493e-13 
#> outer mgc:  0.07882288 
#> iter: 1  value: -329.925 mgc: 0.01466401 ustep: 1 
#> iter: 2  value: -329.925 mgc: 2.138396e-08 ustep: 1 
#> mgc: 2.708944e-13 
#> outer mgc:  0.02858157 
#> iter: 1  value: -329.9303 mgc: 0.01469337 ustep: 1 
#> iter: 2  value: -329.9303 mgc: 2.144295e-08 ustep: 1 
#> mgc: 4.796163e-13 
#> outer mgc:  0.02860509 
#> iter: 1  value: -329.8165 mgc: 0.02114407 ustep: 1 
#> iter: 2  value: -329.8165 mgc: 1.370523e-06 ustep: 1 
#> iter: 3  mgc: 3.176487e-13 
#> outer mgc:  0.05593991 
#> iter: 1  value: -330.0389 mgc: 0.0211864 ustep: 1 
#> iter: 2  value: -330.0389 mgc: 1.373918e-06 ustep: 1 
#> iter: 3  mgc: 4.28102e-13 
#> outer mgc:  0.05586494 
#> iter: 1  value: -329.8171 mgc: 0.02616887 ustep: 1 
#> iter: 2  value: -329.8171 mgc: 1.093049e-06 ustep: 1 
#> iter: 3  mgc: 4.113376e-13 
#> outer mgc:  0.07965729 
#> iter: 1  value: -330.0383 mgc: 0.02622126 ustep: 1 
#> iter: 2  value: -330.0383 mgc: 1.093735e-06 ustep: 1 
#> iter: 3  mgc: 4.352074e-13 
#> outer mgc:  0.07957105 
#> iter: 1  value: -329.9273 mgc: 0.002459755 ustep: 1 
#> iter: 2  value: -329.9273 mgc: 3.224072e-08 ustep: 1 
#> mgc: 4.311551e-13 
#> outer mgc:  0.0376344 
#> iter: 1  value: -329.928 mgc: 0.00246468 ustep: 1 
#> iter: 2  value: -329.928 mgc: 3.236546e-08 ustep: 1 
#> mgc: 4.8761e-13 
#> outer mgc:  0.03770084 
#> iter: 1  value: -329.8911 mgc: 0.01875091 ustep: 1 
#> iter: 2  value: -329.8911 mgc: 2.225293e-06 ustep: 1 
#> iter: 3  mgc: 3.321787e-13 
#> outer mgc:  0.1718663 
#> iter: 1  value: -329.9642 mgc: 0.01878845 ustep: 1 
#> iter: 2  value: -329.9642 mgc: 2.228666e-06 ustep: 1 
#> iter: 3  mgc: 4.227729e-13 
#> outer mgc:  0.1719794 
#> iter: 1  value: -329.9246 mgc: 0.01210355 ustep: 1 
#> iter: 2  value: -329.9246 mgc: 1.539116e-08 ustep: 1 
#> mgc: 4.716227e-13 
#> outer mgc:  0.03183573 
#> iter: 1  value: -329.9308 mgc: 0.01212778 ustep: 1 
#> iter: 2  value: -329.9308 mgc: 1.54403e-08 ustep: 1 
#> mgc: 4.622969e-13 
#> outer mgc:  0.03186729 
#> iter: 1  value: -329.9243 mgc: 0.01457722 ustep: 1 
#> iter: 2  value: -329.9243 mgc: 7.839351e-08 ustep: 1 
#> mgc: 2.982059e-13 
#> outer mgc:  0.02916804 
#> iter: 1  value: -329.9311 mgc: 0.01460641 ustep: 1 
#> iter: 2  value: -329.9311 mgc: 7.861666e-08 ustep: 1 
#> mgc: 4.201084e-13 
#> outer mgc:  0.02919093 
#> iter: 1  value: -330.0247 mgc: 0.02636197 ustep: 1 
#> iter: 2  value: -330.0247 mgc: 2.309957e-07 ustep: 1 
#> iter: 3  mgc: 4.485301e-13 
#> outer mgc:  0.04183708 
#> iter: 1  value: -329.8307 mgc: 0.02630855 ustep: 1 
#> iter: 2  value: -329.8307 mgc: 2.306991e-07 ustep: 1 
#> iter: 3  mgc: 3.523848e-13 
#> outer mgc:  0.04183229 
#> outer mgc:  1 
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#> Order of parameters:
#>  [1] "logFpar"              "logQpow"              "logSdLogFsta"        
#>  [4] "logSdLogN"            "logSdLogP"            "logSdLogObs"         
#>  [7] "logSdLogTotalObs"     "transfIRARdist"       "sigmaObsParUS"       
#> [10] "rec_loga"             "rec_logb"             "itrans_rho"          
#> [13] "rhop"                 "logScale"             "logitReleaseSurvival"
#> [16] "logitRecapturePhi"    "logAlphaSCB"          "logF"                
#> [19] "logN"                 "logPS"                "missing"             
#> Not matching template order:
#>  [1] "logFpar"              "logQpow"              "logSdLogFsta"        
#>  [4] "logSdLogN"            "logSdLogP"            "logSdLogObs"         
#>  [7] "logSdLogTotalObs"     "transfIRARdist"       "sigmaObsParUS"       
#> [10] "rec_loga"             "rec_logb"             "itrans_rho"          
#> [13] "rhop"                 "logScale"             "logitReleaseSurvival"
#> [16] "logitRecapturePhi"    "logAlphaSCB"          "logF"                
#> [19] "logN"                 "missing"             
#> Your parameter list has been re-ordered.
#> (Disable this warning with checkParameterOrder=FALSE)
#> iter: 1  value: 29858.94 mgc: 102.6853 ustep: 0.1843228 
#> iter: 2  value: 6427.944 mgc: 41.19916 ustep: 0.4293854 
#> iter: 3  value: 3643.672 mgc: 11.96224 ustep: 0.6553096 
#> iter: 4  value: 2383.509 mgc: 9.832191 ustep: 0.809531 
#> iter: 5  value: 2252.316 mgc: 1.584616 ustep: 0.8997494 
#> iter: 6  value: 2250.408 mgc: 0.2357221 ustep: 0.9485564 
#> iter: 7  value: 2250.401 mgc: 0.01217538 ustep: 0.9739412 
#> iter: 8  value: 2250.401 mgc: 0.0007627327 ustep: 0.9868859 
#> iter: 9  value: 2250.401 mgc: 2.411668e-05 ustep: 0.993422 
#> iter: 10  value: 2250.401 mgc: 3.787673e-07 ustep: 0.9967059 
#> iter: 11  mgc: 2.962014e-09 
#> iter: 1  mgc: 2.962014e-09 
#> Matching hessian patterns... Done
#> outer mgc:  937.0649 
#>   0:     2288.8818: -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -0.700000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 0.500000
#> iter: 1  value: 1290.997 mgc: 3.180969 ustep: 1 
#> iter: 2  value: 1290.95 mgc: 0.1788374 ustep: 1 
#> iter: 3  value: 1290.95 mgc: 0.003124648 ustep: 1 
#> iter: 4  value: 1290.95 mgc: 1.644284e-06 ustep: 1 
#> iter: 5  mgc: 3.620437e-13 
#> iter: 1  mgc: 3.620437e-13 
#> outer mgc:  339.5809 
#>   1:     1265.7498: -5.08807 -4.85708 -4.94606 -4.95305 -5.08708 -5.11198 -0.718084 -0.351079 0.0742661 -0.342122 -0.0428093 0.227252 -0.0344725 0.138846 0.508664
#> iter: 1  value: 910.4092 mgc: 6.379076 ustep: 1 
#> iter: 2  value: 904.0863 mgc: 1.161771 ustep: 1 
#> iter: 3  value: 903.8218 mgc: 0.2453181 ustep: 1 
#> iter: 4  value: 903.8212 mgc: 0.01609792 ustep: 1 
#> iter: 5  value: 903.8212 mgc: 7.312141e-05 ustep: 1 
#> iter: 6  mgc: 1.505161e-09 
#> iter: 1  mgc: 1.505161e-09 
#> outer mgc:  161.6726 
#>   2:     937.18496: -5.26779 -4.74671 -4.85299 -4.83151 -5.23759 -5.24433 -0.846138 -0.380983 -0.225725 -0.648481 0.289749 0.655520 0.143280 0.740934 0.560212
#> iter: 1  value: 704.3801 mgc: 2.39756 ustep: 1 
#> iter: 2  value: 702.9032 mgc: 0.8097529 ustep: 1 
#> iter: 3  value: 702.8915 mgc: 0.08859011 ustep: 1 
#> iter: 4  value: 702.8915 mgc: 0.0009605749 ustep: 1 
#> iter: 5  value: 702.8915 mgc: 1.123752e-07 ustep: 1 
#> iter: 6  mgc: 3.630429e-14 
#> iter: 1  mgc: 3.630429e-14 
#> outer mgc:  60.06825 
#>   3:     777.82473: -5.34084 -4.60996 -4.74441 -4.73252 -5.45280 -5.33199 -0.961717 -0.410704 -0.178582 -0.894291 0.305262 0.983382 0.740831  1.33694 0.619033
#> iter: 1  value: 481.9489 mgc: 2.77815 ustep: 1 
#> iter: 2  value: 480.4146 mgc: 0.8867325 ustep: 1 
#> iter: 3  value: 480.4142 mgc: 0.02738883 ustep: 1 
#> iter: 4  value: 480.4142 mgc: 1.033065e-05 ustep: 1 
#> iter: 5  mgc: 1.138978e-12 
#> iter: 1  value: 17.22846 mgc: 24.84992 ustep: 1 
#> iter: 2  value: 17.19212 mgc: 0.268399 ustep: 1 
#> iter: 3  value: 17.19212 mgc: 0.00018308 ustep: 1 
#> iter: 4  mgc: 5.154188e-11 
#> iter: 1  mgc: 5.154188e-11 
#> outer mgc:  113.7046 
#>   4:     534.26704: -6.03786 -4.02877 -4.26872 -4.16938 -6.08472 -5.70258 -1.64326 -0.596796 -1.95811 -1.99851  1.11046 0.0815930  2.56831  3.40141  1.00358
#> iter: 1  value: -37.95248 mgc: 508.3918 ustep: 1 
#> iter: 2  value: -38.37606 mgc: 2.306343 ustep: 1 
#> iter: 3  value: -38.37606 mgc: 0.003946284 ustep: 1 
#> iter: 4  mgc: 2.668703e-10 
#> iter: 1  mgc: 2.668703e-10 
#> outer mgc:  77.82839 
#>   5:     486.89451: -6.57606 -3.57292 -3.63235 -4.15536 -6.49120 -5.97095 0.110075 -0.699166 -0.982686 -1.75932  1.50709 -2.86925  3.06550  4.24062  1.97855
#> iter: 1  value: 522.8126 mgc: 153.5483 ustep: 0.6827823 
#> iter: 2  value: 492.1838 mgc: 21.31451 ustep: 0.8263238 
#> iter: 3  value: 488.1639 mgc: 3.494023 ustep: 0.9090326 
#> iter: 4  value: 476.3034 mgc: 16.50875 ustep: 0.9534367 
#> iter: 5  value: 475.2006 mgc: 0.6244725 ustep: 0.9764432 
#> iter: 6  value: 475.1706 mgc: 0.5445047 ustep: 0.9881526 
#> iter: 7  value: 475.1705 mgc: 0.004258254 ustep: 0.9940592 
#> iter: 8  value: 475.1705 mgc: 0.0001224668 ustep: 0.9970255 
#> iter: 9  value: 475.1705 mgc: 4.584209e-06 ustep: 0.9985118 
#> iter: 10  value: 475.1705 mgc: 8.886664e-08 ustep: 0.9992557 
#> iter: 11  mgc: 8.994887e-10 
#> iter: 1  value: 42.85638 mgc: 107.7086 ustep: 1 
#> iter: 2  value: 42.73398 mgc: 0.4645947 ustep: 1 
#> iter: 3  value: 42.73398 mgc: 0.001199219 ustep: 1 
#> iter: 4  mgc: 3.310863e-11 
#> iter: 1  mgc: 3.310863e-11 
#> outer mgc:  71.5916 
#>   6:     473.64205: -6.59452 -3.55538 -4.06590 -3.71089 -6.49391 -5.97140 -0.105621 -0.651105 -0.670425 -0.949207  1.33535 -2.69969  2.86255  4.02668  2.00361
#> iter: 1  value: -48.82793 mgc: 112.967 ustep: 1 
#> iter: 2  value: -48.94831 mgc: 0.319415 ustep: 1 
#> iter: 3  value: -48.94831 mgc: 0.001167914 ustep: 1 
#> iter: 4  mgc: 8.009726e-11 
#> iter: 1  mgc: 8.009726e-11 
#> outer mgc:  60.27009 
#>   7:     445.91930: -6.64399 -3.92657 -3.37015 -3.94637 -6.51026 -5.98499 -0.623604 -0.651364 -0.610163 -1.01481  1.06312 -2.53643  2.53136  3.68072  2.22282
#> iter: 1  value: -127.0154 mgc: 72.27818 ustep: 1 
#> iter: 2  value: -127.0337 mgc: 0.2477264 ustep: 1 
#> iter: 3  value: -127.0337 mgc: 5.656981e-05 ustep: 1 
#> iter: 4  mgc: 6.066259e-13 
#> iter: 1  mgc: 6.066259e-13 
#> outer mgc:  96.67895 
#>   8:     431.23791: -6.72570 -3.43695 -3.84834 -3.79958 -6.55288 -6.01464 -0.796021 -0.677588 -0.781835 -1.61072 0.751333 -2.39195  2.17304  3.27868  2.33333
#> iter: 1  value: 4.555527 mgc: 19.79734 ustep: 1 
#> iter: 2  value: 4.554339 mgc: 0.06393989 ustep: 1 
#> iter: 3  value: 4.554339 mgc: 1.904802e-05 ustep: 1 
#> iter: 4  mgc: 6.410428e-13 
#> iter: 1  mgc: 6.410428e-13 
#> outer mgc:  45.4186 
#>   9:     394.13606: -6.85478 -3.26899 -3.62420 -3.94704 -6.62287 -6.04385 -0.472032 -0.638953 -1.17322 -1.02352 0.473493 -1.91749  1.92581  2.89469  2.02237
#> iter: 1  value: -12.98302 mgc: 26.67282 ustep: 1 
#> iter: 2  value: -12.98588 mgc: 0.04966858 ustep: 1 
#> iter: 3  value: -12.98588 mgc: 2.333372e-05 ustep: 1 
#> iter: 4  mgc: 2.015055e-13 
#> iter: 1  value: -32.71448 mgc: 15.25394 ustep: 1 
#> iter: 2  value: -32.71482 mgc: 0.02128523 ustep: 1 
#> iter: 3  value: -32.71482 mgc: 3.64577e-06 ustep: 1 
#> iter: 4  mgc: 2.18936e-13 
#> iter: 1  mgc: 2.18936e-13 
#> outer mgc:  35.45859 
#>  10:     378.77837: -6.92911 -3.50850 -3.38534 -3.84482 -6.63934 -6.04822 -0.592555 -0.650322 -0.956433 -1.34121 0.451470 -1.79974  1.86652  2.79048  2.05751
#> iter: 1  value: -41.14997 mgc: 13.64963 ustep: 1 
#> iter: 2  value: -41.15018 mgc: 0.02416847 ustep: 1 
#> iter: 3  value: -41.15018 mgc: 8.231229e-07 ustep: 1 
#> iter: 4  mgc: 2.099432e-13 
#> iter: 1  mgc: 2.099432e-13 
#> outer mgc:  71.74115 
#>  11:     373.33891: -7.06494 -3.28686 -3.65081 -3.59845 -6.67958 -6.05944 -0.638756 -0.647023 -1.12578 -1.43745 0.369591 -1.61869  1.79008  2.60009  2.02499
#> iter: 1  value: -51.37111 mgc: 9.000425 ustep: 1 
#> iter: 2  value: -51.3712 mgc: 0.02807938 ustep: 1 
#> iter: 3  value: -51.3712 mgc: 1.40653e-06 ustep: 1 
#> iter: 4  mgc: 1.656453e-13 
#> iter: 1  mgc: 1.656453e-13 
#> outer mgc:  20.82468 
#>  12:     353.69872: -7.26417 -3.19967 -3.32988 -3.69941 -6.73792 -6.07779 -0.668899 -0.635701 -1.10550 -1.54146 0.234523 -1.37961  1.69546  2.35501  1.97692
#> iter: 1  value: -129.4479 mgc: 7.375827 ustep: 1 
#> iter: 2  value: -129.448 mgc: 0.02399249 ustep: 1 
#> iter: 3  value: -129.448 mgc: 6.383744e-07 ustep: 1 
#> iter: 4  mgc: 3.552714e-13 
#> iter: 1  mgc: 3.552714e-13 
#> outer mgc:  38.68387 
#>  13:     350.48854: -7.42252 -3.14888 -3.27811 -3.52762 -6.80221 -6.11030 -0.829754 -0.624093 -1.47847 -1.77203 0.0549236 -1.41725  1.64790  2.29216  1.97203
#> iter: 1  value: -109.8148 mgc: 5.481223 ustep: 1 
#> iter: 2  value: -109.8148 mgc: 0.01956349 ustep: 1 
#> iter: 3  value: -109.8148 mgc: 6.528942e-07 ustep: 1 
#> iter: 4  mgc: 2.251532e-13 
#> iter: 1  mgc: 2.251532e-13 
#> outer mgc:  10.72597 
#>  14:     336.52582: -7.63793 -2.99045 -3.06170 -3.50182 -6.88309 -6.16356 -0.826276 -0.585498 -1.31038 -1.82105 -0.228804 -1.19954  1.55217  2.24784  1.81825
#> iter: 1  value: -136.6346 mgc: 5.044484 ustep: 1 
#> iter: 2  value: -136.6346 mgc: 0.009341993 ustep: 1 
#> iter: 3  value: -136.6346 mgc: 2.936383e-07 ustep: 1 
#> iter: 4  mgc: 3.210765e-13 
#> iter: 1  mgc: 3.210765e-13 
#> outer mgc:  25.33348 
#>  15:     334.33926: -7.76703 -2.76426 -3.04735 -3.31549 -7.03472 -6.25236 -0.974000 -0.544265 -1.29221 -1.92261 -0.573978 -1.34790  1.50429  2.23505  1.70959
#> iter: 1  value: -114.2206 mgc: 6.531816 ustep: 1 
#> iter: 2  value: -114.2207 mgc: 0.01740515 ustep: 1 
#> iter: 3  value: -114.2207 mgc: 1.354623e-07 ustep: 1 
#> iter: 4  mgc: 2.544631e-13 
#> iter: 1  mgc: 2.544631e-13 
#> outer mgc:  19.69872 
#>  16:     330.83090: -7.53259 -2.87846 -2.81666 -3.18921 -7.28289 -6.39541 -0.874768 -0.491228 -1.27942 -1.95028 -0.811472 -1.24820  1.44246  2.22557  1.56765
#> iter: 1  value: -142.8941 mgc: 5.014437 ustep: 1 
#> iter: 2  value: -142.8941 mgc: 0.02504147 ustep: 1 
#> iter: 3  value: -142.8941 mgc: 6.372199e-07 ustep: 1 
#> iter: 4  mgc: 3.53495e-13 
#> iter: 1  mgc: 3.53495e-13 
#> outer mgc:  19.53015 
#>  17:     328.99215: -7.21606 -2.61511 -2.80583 -3.23220 -7.56279 -6.52648 -1.02039 -0.487926 -1.28272 -2.01730 -0.756535 -1.14862  1.37505  2.12668  1.62427
#> iter: 1  value: -158.4133 mgc: 3.736225 ustep: 1 
#> iter: 2  value: -158.4136 mgc: 0.03056111 ustep: 1 
#> iter: 3  value: -158.4136 mgc: 2.424001e-06 ustep: 1 
#> iter: 4  mgc: 3.148592e-13 
#> iter: 1  mgc: 3.148592e-13 
#> outer mgc:  8.077606 
#>  18:     322.62675: -7.36002 -2.45007 -2.58790 -2.95905 -7.83183 -6.64408 -0.998017 -0.503429 -1.32727 -2.03604 -0.526040 -1.21580  1.31423  2.08772  1.65585
#> iter: 1  value: -140.0013 mgc: 4.764604 ustep: 1 
#> iter: 2  value: -140.0014 mgc: 0.01804983 ustep: 1 
#> iter: 3  value: -140.0014 mgc: 5.152517e-07 ustep: 1 
#> iter: 4  mgc: 2.602363e-13 
#> iter: 1  mgc: 2.602363e-13 
#> outer mgc:  10.849 
#>  19:     318.39750: -7.07814 -2.38937 -2.43101 -2.82890 -8.13914 -6.79837 -0.894119 -0.517244 -1.23750 -2.03878 -0.560547 -1.24863  1.09051  2.13779  1.57586
#> iter: 1  value: -155.7044 mgc: 3.849466 ustep: 1 
#> iter: 2  value: -155.7049 mgc: 0.05380079 ustep: 1 
#> iter: 3  value: -155.7049 mgc: 1.436848e-05 ustep: 1 
#> iter: 4  mgc: 1.446676e-12 
#> iter: 1  mgc: 1.446676e-12 
#> outer mgc:  24.70862 
#>  20:     313.27273: -6.90220 -2.17786 -2.37040 -2.59919 -8.49320 -6.94239 -0.886550 -0.513783 -1.32870 -2.04918 -0.614125 -1.20028 0.929697  2.09220  1.63366
#> iter: 1  value: -173.4059 mgc: 4.752201 ustep: 1 
#> iter: 2  value: -173.4063 mgc: 0.05150419 ustep: 1 
#> iter: 3  value: -173.4063 mgc: 8.979492e-06 ustep: 1 
#> iter: 4  mgc: 4.888034e-13 
#> iter: 1  value: -200.7947 mgc: 9.647983 ustep: 1 
#> iter: 2  value: -200.8054 mgc: 0.2618516 ustep: 1 
#> iter: 3  value: -200.8054 mgc: 0.0003087774 ustep: 1 
#> iter: 4  mgc: 7.52526e-10 
#> iter: 1  value: -160.5842 mgc: 44.49384 ustep: 1 
#> iter: 2  value: -162.0529 mgc: 2.899334 ustep: 1 
#> iter: 3  value: -162.0535 mgc: 0.05256998 ustep: 1 
#> iter: 4  value: -162.0535 mgc: 5.567541e-05 ustep: 1 
#> iter: 5  mgc: 2.415451e-11 
#> iter: 1  mgc: 7.52526e-10 
#> outer mgc:  17.7112 
#>  21:     296.01671: -6.38964 -1.54147 -1.80217 -2.19284 -9.63891 -7.37480 -0.920024 -0.497212 -1.33591 -1.99346 -0.647876 -1.17730 0.567796  2.05009  1.95597
#> iter: 1  value: -196.8823 mgc: 7.412564 ustep: 1 
#> iter: 2  value: -196.9833 mgc: 0.6631778 ustep: 1 
#> iter: 3  value: -196.9833 mgc: 0.001570897 ustep: 1 
#> iter: 4  value: -196.9833 mgc: 2.95437e-08 ustep: 1 
#> mgc: 3.13527e-13 
#> iter: 1  mgc: 3.13527e-13 
#> outer mgc:  25.49818 
#>  22:     282.43631: -5.91340 -1.26334 -1.14586 -1.57609 -10.6853 -7.77554 -0.838813 -0.486357 -1.29297 -1.93939 -0.697749 -1.14789 -0.127086  1.88077  1.98765
#> iter: 1  value: -81.13207 mgc: 19.52265 ustep: 1 
#> iter: 2  value: -81.25532 mgc: 0.7611337 ustep: 1 
#> iter: 3  value: -81.25532 mgc: 0.003674675 ustep: 1 
#> iter: 4  value: -81.25532 mgc: 1.889079e-08 ustep: 1 
#> mgc: 2.68785e-13 
#> iter: 1  value: -210.4812 mgc: 3.134799 ustep: 1 
#> iter: 2  value: -210.4814 mgc: 0.03748575 ustep: 1 
#> iter: 3  value: -210.4814 mgc: 7.388886e-06 ustep: 1 
#> iter: 4  mgc: 3.650413e-13 
#> iter: 1  mgc: 3.650413e-13 
#> outer mgc:  19.36466 
#>  23:     276.62232: -5.88232 -1.28053 -1.33404 -1.45584 -10.5397 -7.79740 -0.834295 -0.490574 -1.38535 -1.95859 -0.684646 -1.23509 -0.143788  1.85960  1.94354
#> iter: 1  value: -201.2065 mgc: 2.471663 ustep: 1 
#> iter: 2  value: -201.2066 mgc: 0.01674333 ustep: 1 
#> iter: 3  value: -201.2066 mgc: 1.245862e-06 ustep: 1 
#> iter: 4  mgc: 3.717027e-13 
#> iter: 1  mgc: 3.717027e-13 
#> outer mgc:  29.16862 
#>  24:     274.14404: -5.88452 -1.37754 -1.16519 -1.52782 -10.3536 -7.82871 -0.814612 -0.497722 -1.36100 -1.95356 -0.672625 -1.24968 -0.220672  1.83892  1.86787
#> iter: 1  value: -205.7646 mgc: 2.369913 ustep: 1 
#> iter: 2  value: -205.7647 mgc: 0.01381333 ustep: 1 
#> iter: 3  value: -205.7647 mgc: 3.382726e-06 ustep: 1 
#> iter: 4  mgc: 2.748912e-13 
#> iter: 1  mgc: 2.748912e-13 
#> outer mgc:  12.01922 
#>  25:     267.50517: -5.86846 -1.25351 -1.25059 -1.44427 -10.1675 -7.89020 -0.830611 -0.510543 -1.38809 -1.95543 -0.656030 -1.22532 -0.359188  1.84287  1.81632
#> iter: 1  value: -215.8806 mgc: 2.493404 ustep: 1 
#> iter: 2  value: -215.8806 mgc: 0.009482787 ustep: 1 
#> iter: 3  value: -215.8806 mgc: 2.625722e-07 ustep: 1 
#> iter: 4  mgc: 2.495781e-13 
#> iter: 1  mgc: 2.495781e-13 
#> outer mgc:  21.78644 
#>  26:     264.70983: -5.82165 -1.27257 -1.14182 -1.49065 -10.0007 -7.93790 -0.872542 -0.518165 -1.39909 -1.96517 -0.653144 -1.31009 -0.543364  1.80549  1.78397
#> iter: 1  value: -222.4189 mgc: 7.018458 ustep: 1 
#> iter: 2  value: -222.4247 mgc: 0.1566341 ustep: 1 
#> iter: 3  value: -222.4247 mgc: 0.0002307937 ustep: 1 
#> iter: 4  mgc: 5.073315e-10 
#> iter: 1  mgc: 5.073315e-10 
#> outer mgc:  8.573927 
#>  27:     256.59796: -5.68945 -0.996372 -1.05006 -1.30521 -9.68962 -8.14784 -0.921457 -0.530922 -1.41636 -1.92057 -0.630124 -1.23854 -0.824963  1.84541  1.79053
#> iter: 1  value: -212.4407 mgc: 6.182065 ustep: 1 
#> iter: 2  value: -212.4675 mgc: 0.3240693 ustep: 1 
#> iter: 3  value: -212.4675 mgc: 0.0002622734 ustep: 1 
#> iter: 4  mgc: 6.551462e-10 
#> iter: 1  mgc: 6.551462e-10 
#> outer mgc:  31.5917 
#>  28:     251.73902: -5.48787 -0.978104 -0.828823 -0.968991 -9.47042 -8.34286 -0.859462 -0.548337 -1.44546 -1.89867 -0.627622 -1.31559 -0.960390  1.65321  1.67603
#> iter: 1  value: -215.2639 mgc: 6.374351 ustep: 1 
#> iter: 2  value: -215.3015 mgc: 0.2679008 ustep: 1 
#> iter: 3  value: -215.3015 mgc: 0.000904082 ustep: 1 
#> iter: 4  value: -215.3015 mgc: 1.078071e-08 ustep: 1 
#> mgc: 2.362555e-13 
#> iter: 1  mgc: 2.362555e-13 
#> outer mgc:  17.65344 
#>  29:     243.74785: -5.22091 -0.652325 -0.604269 -0.738246 -9.44519 -8.55617 -0.855755 -0.567440 -1.47918 -1.88674 -0.606849 -1.34118 -1.05681  1.50104  1.59577
#> iter: 1  value: -231.5919 mgc: 5.463887 ustep: 1 
#> iter: 2  value: -231.7024 mgc: 0.4294697 ustep: 1 
#> iter: 3  value: -231.7024 mgc: 0.002037027 ustep: 1 
#> iter: 4  value: -231.7024 mgc: 8.515198e-08 ustep: 1 
#> iter: 5  mgc: 2.022826e-13 
#> iter: 1  value: -195.0742 mgc: 22.56424 ustep: 1 
#> iter: 2  value: -233.9142 mgc: 15.5304 ustep: 1 
#> iter: 3  value: -234.7062 mgc: 3.611573 ustep: 1 
#> iter: 4  value: -234.707 mgc: 0.1265644 ustep: 1 
#> iter: 5  value: -234.707 mgc: 0.0002352797 ustep: 1 
#> iter: 6  mgc: 5.910499e-10 
#> iter: 1  mgc: 5.910499e-10 
#> outer mgc:  62.73345 
#>  30:     229.32203: -4.08980 0.0809023 0.442763 0.431518 -8.76640 -9.48157 -0.877447 -0.643946 -1.59658 -1.78099 -0.656927 -1.42388 -1.36905  1.09541  1.58805
#> iter: 1  value: -225.5577 mgc: 136.5057 ustep: 1 
#> iter: 2  value: -238.1082 mgc: 12.04369 ustep: 1 
#> iter: 3  value: -238.5178 mgc: 2.602193 ustep: 1 
#> iter: 4  value: -238.5187 mgc: 0.140222 ustep: 1 
#> iter: 5  value: -238.5187 mgc: 0.0003728386 ustep: 1 
#> iter: 6  mgc: 2.350433e-09 
#> iter: 1  value: -240.7099 mgc: 8.792751 ustep: 1 
#> iter: 2  value: -240.796 mgc: 0.5858284 ustep: 1 
#> iter: 3  value: -240.796 mgc: 0.005453327 ustep: 1 
#> iter: 4  value: -240.796 mgc: 5.465795e-07 ustep: 1 
#> iter: 5  mgc: 2.88658e-13 
#> iter: 1  value: -247.8049 mgc: 4.593474 ustep: 1 
#> iter: 2  value: -247.8118 mgc: 0.1748348 ustep: 1 
#> iter: 3  value: -247.8118 mgc: 0.0004699951 ustep: 1 
#> iter: 4  mgc: 4.242128e-09 
#> iter: 1  mgc: 4.242128e-09 
#> outer mgc:  19.37527 
#>  31:     219.88054: -4.11290 0.0578199 0.227532 0.458514 -8.66189 -9.50663 -0.909970 -0.641689 -1.63832 -1.76675 -0.648325 -1.36400 -1.33090  1.10293  1.60648
#> iter: 1  value: -268.8773 mgc: 4.857208 ustep: 1 
#> iter: 2  value: -268.9126 mgc: 0.6239894 ustep: 1 
#> iter: 3  value: -268.9126 mgc: 0.004441755 ustep: 1 
#> iter: 4  value: -268.9126 mgc: 3.20092e-07 ustep: 1 
#> iter: 5  mgc: 3.055334e-13 
#> iter: 1  mgc: 3.055334e-13 
#> outer mgc:  39.06424 
#>  32:     217.75526: -4.18837 0.0129093 0.303631 0.301339 -8.66719 -9.56435 -0.971925 -0.638559 -1.76997 -1.75388 -0.628728 -1.33247 -1.28146  1.11385  1.64298
#> iter: 1  value: -276.2463 mgc: 2.973953 ustep: 1 
#> iter: 2  value: -276.2476 mgc: 0.06198234 ustep: 1 
#> iter: 3  value: -276.2476 mgc: 8.007379e-05 ustep: 1 
#> iter: 4  mgc: 1.379066e-10 
#> iter: 1  mgc: 1.379066e-10 
#> outer mgc:  9.931163 
#>  33:     213.28787: -4.24568 -0.0134937 0.148150 0.334193 -8.73677 -9.74182 -0.994824 -0.646076 -1.80284 -1.73735 -0.630219 -1.34854 -1.27878  1.12958  1.63005
#> iter: 1  value: -278.1027 mgc: 1.80078 ustep: 1 
#> iter: 2  value: -278.1028 mgc: 0.02291394 ustep: 1 
#> iter: 3  value: -278.1028 mgc: 5.936866e-06 ustep: 1 
#> iter: 4  mgc: 4.694023e-13 
#> iter: 1  mgc: 4.694023e-13 
#> outer mgc:  10.9351 
#>  34:     211.03901: -4.27421 -0.0619265 0.183634 0.304518 -8.75725 -9.97538 -0.993749 -0.660819 -1.84422 -1.71686 -0.631019 -1.34661 -1.24994  1.06377  1.60998
#> iter: 1  value: -282.2888 mgc: 1.813216 ustep: 1 
#> iter: 2  value: -282.2888 mgc: 0.008701356 ustep: 1 
#> iter: 3  value: -282.2888 mgc: 1.769309e-06 ustep: 1 
#> iter: 4  mgc: 2.833289e-13 
#> iter: 1  value: -287.1127 mgc: 2.085245 ustep: 1 
#> iter: 2  value: -287.1131 mgc: 0.0258793 ustep: 1 
#> iter: 3  value: -287.1131 mgc: 2.635261e-05 ustep: 1 
#> iter: 4  mgc: 1.801759e-11 
#> iter: 1  value: -299.7274 mgc: 8.838189 ustep: 1 
#> iter: 2  value: -299.8815 mgc: 0.7315935 ustep: 1 
#> iter: 3  value: -299.8815 mgc: 0.01903638 ustep: 1 
#> iter: 4  value: -299.8815 mgc: 1.118241e-05 ustep: 1 
#> iter: 5  mgc: 2.758238e-12 
#> iter: 1  mgc: 2.758238e-12 
#> outer mgc:  52.31616 
#>  35:     201.68588: -4.10143 0.168410 0.468026 0.527027 -8.47781 -12.8070 -0.854175 -0.728574 -2.07281 -1.57096 -0.853194 -1.19475 -1.12235 0.148387  1.82416
#> iter: 1  value: 446.4135 mgc: 54.35325 ustep: 1 
#> iter: 2  value: 441.507 mgc: 3.975812 ustep: 1 
#> iter: 3  value: 441.4947 mgc: 1.025536 ustep: 1 
#> iter: 4  value: 441.4947 mgc: 0.0002973584 ustep: 1 
#> iter: 5  mgc: 3.270278e-09 
#> iter: 1  value: -313.8691 mgc: 3.853455 ustep: 1 
#> iter: 2  value: -313.8725 mgc: 0.1192116 ustep: 1 
#> iter: 3  value: -313.8725 mgc: 0.000333177 ustep: 1 
#> iter: 4  mgc: 2.369296e-09 
#> iter: 1  mgc: 2.369296e-09 
#> outer mgc:  27.33911 
#>  36:     190.14977: -4.12301 0.0931038 0.227756 0.531483 -8.58768 -12.7877 -0.893360 -0.727732 -2.01900 -1.59674 -0.800978 -1.25234 -1.11569 0.0693427  1.82999
#> iter: 1  value: -321.6556 mgc: 2.739343 ustep: 1 
#> iter: 2  value: -321.6758 mgc: 0.3196278 ustep: 1 
#> iter: 3  value: -321.6759 mgc: 0.002069531 ustep: 1 
#> iter: 4  value: -321.6759 mgc: 7.674932e-08 ustep: 1 
#> mgc: 4.589662e-13 
#> iter: 1  mgc: 4.589662e-13 
#> outer mgc:  38.2504 
#>  37:     184.17086: -4.17602 -0.0138598 0.307709 0.376557 -8.67249 -12.8769 -0.911917 -0.721154 -2.00261 -1.61792 -0.745992 -1.28580 -1.11610 -0.0997048  1.81656
#> iter: 1  value: -308.3732 mgc: 5.404446 ustep: 1 
#> iter: 2  value: -308.3743 mgc: 0.08409634 ustep: 1 
#> iter: 3  value: -308.3743 mgc: 0.0001122333 ustep: 1 
#> iter: 4  mgc: 2.533675e-10 
#> iter: 1  mgc: 2.533675e-10 
#> outer mgc:  29.89549 
#>  38:     182.78335: -4.24973 -0.000469621 0.160386 0.372147 -8.65141 -13.1653 -0.843373 -0.698800 -2.03227 -1.65118 -0.683673 -1.28135 -1.08851 -0.579727  1.66848
#> iter: 1  value: -328.6455 mgc: 4.169996 ustep: 1 
#> iter: 2  value: -328.6521 mgc: 0.1507392 ustep: 1 
#> iter: 3  value: -328.6521 mgc: 0.0004722581 ustep: 1 
#> iter: 4  mgc: 5.555605e-09 
#> iter: 1  mgc: 5.555605e-09 
#> outer mgc:  9.181154 
#>  39:     172.37652: -4.37018 -0.105913 0.124934 0.271353 -8.77882 -12.6234 -0.888418 -0.685364 -2.03625 -1.73629 -0.661152 -1.33223 -1.08933 -0.684165  1.59963
#> iter: 1  value: -342.3086 mgc: 42.387 ustep: 1 
#> iter: 2  value: -342.3144 mgc: 0.3173799 ustep: 1 
#> iter: 3  value: -342.3144 mgc: 0.0004791202 ustep: 1 
#> iter: 4  mgc: 3.933411e-09 
#> iter: 1  value: -329.1347 mgc: 5.418816 ustep: 1 
#> iter: 2  value: -329.1348 mgc: 0.01286633 ustep: 1 
#> iter: 3  value: -329.1348 mgc: 1.837519e-06 ustep: 1 
#> iter: 4  mgc: 3.570477e-13 
#> iter: 1  mgc: 3.570477e-13 
#> outer mgc:  23.79639 
#>  40:     171.58926: -4.37464 -0.00902866 0.109545 0.265192 -8.80939 -12.6966 -0.971064 -0.688559 -1.97958 -1.68982 -0.657802 -1.30050 -1.11851 -0.767204  1.64273
#> iter: 1  value: -332.3813 mgc: 5.807007 ustep: 1 
#> iter: 2  value: -332.3814 mgc: 0.03434455 ustep: 1 
#> iter: 3  value: -332.3814 mgc: 9.337797e-06 ustep: 1 
#> iter: 4  mgc: 1.278089e-12 
#> iter: 1  value: -330.1092 mgc: 1.319398 ustep: 1 
#> iter: 2  value: -330.1092 mgc: 0.004442777 ustep: 1 
#> iter: 3  value: -330.1092 mgc: 4.674548e-07 ustep: 1 
#> iter: 4  mgc: 4.036771e-13 
#> iter: 1  mgc: 4.036771e-13 
#> outer mgc:  6.976051 
#>  41:     170.45940: -4.37304 -0.0908790 0.142707 0.270464 -8.78475 -12.6952 -0.973889 -0.689659 -1.97316 -1.68751 -0.656028 -1.31488 -1.12314 -0.789745  1.64241
#> iter: 1  value: -327.8481 mgc: 1.038123 ustep: 1 
#> iter: 2  value: -327.8481 mgc: 0.00677733 ustep: 1 
#> iter: 3  value: -327.8481 mgc: 6.543427e-07 ustep: 1 
#> iter: 4  mgc: 4.508616e-13 
#> iter: 1  mgc: 4.508616e-13 
#> outer mgc:  9.278857 
#>  42:     170.17401: -4.37709 -0.0652961 0.109332 0.285942 -8.77382 -12.6646 -0.968413 -0.702139 -1.97006 -1.67418 -0.655172 -1.32911 -1.12514 -0.863827  1.63318
#> iter: 1  value: -329.0515 mgc: 1.995815 ustep: 1 
#> iter: 2  value: -329.0515 mgc: 0.005611645 ustep: 1 
#> iter: 3  value: -329.0515 mgc: 4.500527e-07 ustep: 1 
#> iter: 4  mgc: 3.905765e-13 
#> iter: 1  mgc: 3.905765e-13 
#> outer mgc:  5.540693 
#>  43:     169.89227: -4.36408 -0.0560764 0.149343 0.276439 -8.79458 -12.6911 -0.991143 -0.717793 -1.95710 -1.64768 -0.654278 -1.33686 -1.12589 -0.926082  1.65747
#> iter: 1  value: -326.6724 mgc: 2.594431 ustep: 1 
#> iter: 2  value: -326.6724 mgc: 0.003907623 ustep: 1 
#> iter: 3  value: -326.6724 mgc: 8.215084e-08 ustep: 1 
#> iter: 4  mgc: 4.463097e-13 
#> iter: 1  mgc: 4.463097e-13 
#> outer mgc:  4.781751 
#>  44:     169.75715: -4.36866 -0.0725729 0.140762 0.263833 -8.76180 -12.6838 -0.955789 -0.689858 -1.96521 -1.68273 -0.648735 -1.32480 -1.14437 -0.976936  1.62351
#> iter: 1  value: -329.9628 mgc: 1.168458 ustep: 1 
#> iter: 2  value: -329.9629 mgc: 0.02585554 ustep: 1 
#> iter: 3  value: -329.9629 mgc: 9.782946e-06 ustep: 1 
#> iter: 4  mgc: 1.428191e-12 
#> iter: 1  value: -327.543 mgc: 0.3412677 ustep: 1 
#> iter: 2  value: -327.543 mgc: 0.002368113 ustep: 1 
#> iter: 3  value: -327.543 mgc: 8.43598e-08 ustep: 1 
#> mgc: 4.054534e-13 
#> iter: 1  mgc: 4.054534e-13 
#> outer mgc:  2.711188 
#>  45:     169.66060: -4.36879 -0.0661236 0.124143 0.275408 -8.77295 -12.6883 -0.962924 -0.691239 -1.96159 -1.68178 -0.647734 -1.33216 -1.14720 -0.981317  1.62633
#> iter: 1  value: -327.7402 mgc: 0.4210553 ustep: 1 
#> iter: 2  value: -327.7402 mgc: 0.0004974035 ustep: 1 
#> iter: 3  mgc: 4.553259e-09 
#> iter: 1  mgc: 4.553259e-09 
#> outer mgc:  1.498739 
#>  46:     169.61253: -4.37295 -0.0754414 0.131798 0.270663 -8.77629 -12.6911 -0.975977 -0.704544 -1.95787 -1.67582 -0.645109 -1.33652 -1.15714 -0.985281  1.62283
#> iter: 1  value: -326.7844 mgc: 0.329364 ustep: 1 
#> iter: 2  value: -326.7844 mgc: 0.00125132 ustep: 1 
#> iter: 3  value: -326.7844 mgc: 2.621226e-08 ustep: 1 
#> mgc: 4.098943e-13 
#> iter: 1  mgc: 4.098943e-13 
#> outer mgc:  1.791989 
#>  47:     169.59592: -4.36888 -0.0741467 0.125796 0.264486 -8.78303 -12.6992 -0.981960 -0.693068 -1.95324 -1.66902 -0.644181 -1.32854 -1.16851 -0.996255  1.62230
#> iter: 1  value: -327.5778 mgc: 0.3523892 ustep: 1 
#> iter: 2  value: -327.5778 mgc: 0.0029736 ustep: 1 
#> iter: 3  value: -327.5778 mgc: 1.028532e-07 ustep: 1 
#> mgc: 3.326228e-13 
#> iter: 1  mgc: 3.326228e-13 
#> outer mgc:  1.624898 
#>  48:     169.58835: -4.37498 -0.0794264 0.122738 0.272241 -8.78775 -12.7072 -0.983455 -0.701383 -1.95367 -1.67367 -0.642743 -1.34621 -1.17142 -1.00483  1.61571
#> iter: 1  value: -326.87 mgc: 0.343003 ustep: 1 
#> iter: 2  value: -326.87 mgc: 0.0005114984 ustep: 1 
#> iter: 3  mgc: 3.580981e-09 
#> iter: 1  mgc: 3.580981e-09 
#> outer mgc:  0.5558121 
#>  49:     169.57868: -4.37427 -0.0778466 0.126100 0.268433 -8.78883 -12.7011 -0.982416 -0.723452 -1.95149 -1.67122 -0.642442 -1.33822 -1.16737 -1.01515  1.61690
#> iter: 1  value: -326.6304 mgc: 0.3452609 ustep: 1 
#> iter: 2  value: -326.6304 mgc: 0.0003999332 ustep: 1 
#> iter: 3  mgc: 2.793154e-09 
#> iter: 1  mgc: 2.793154e-09 
#> outer mgc:  0.5845153 
#>  50:     169.57484: -4.37521 -0.0759380 0.124776 0.263949 -8.78412 -12.7017 -0.985921 -0.698064 -1.94945 -1.66726 -0.638847 -1.33783 -1.16795 -1.01871  1.61828
#> iter: 1  value: -328.1223 mgc: 0.4495868 ustep: 1 
#> iter: 2  value: -328.1223 mgc: 0.0001770829 ustep: 1 
#> iter: 3  mgc: 2.50249e-10 
#> iter: 1  value: -326.9447 mgc: 0.1280224 ustep: 1 
#> iter: 2  value: -326.9447 mgc: 0.0002880192 ustep: 1 
#> iter: 3  mgc: 1.349905e-09 
#> iter: 1  mgc: 1.349905e-09 
#> outer mgc:  0.4855428 
#>  51:     169.57295: -4.37531 -0.0790733 0.123293 0.267603 -8.78747 -12.7021 -0.983927 -0.698835 -1.94923 -1.67007 -0.640000 -1.33967 -1.16816 -1.01882  1.61992
#> iter: 1  value: -326.8055 mgc: 0.1520469 ustep: 1 
#> iter: 2  value: -326.8055 mgc: 8.773119e-05 ustep: 1 
#> iter: 3  mgc: 1.258673e-10 
#> iter: 1  mgc: 1.258673e-10 
#> outer mgc:  0.2979256 
#>  52:     169.57228: -4.37637 -0.0783025 0.124222 0.264863 -8.78881 -12.7061 -0.982436 -0.701762 -1.94938 -1.67206 -0.640284 -1.33969 -1.17015 -1.01673  1.61757
#> iter: 1  value: -326.4544 mgc: 0.1023516 ustep: 1 
#> iter: 2  value: -326.4544 mgc: 1.735823e-05 ustep: 1 
#> iter: 3  mgc: 6.642686e-12 
#> iter: 1  mgc: 6.642686e-12 
#> outer mgc:  0.1500033 
#>  53:     169.57200: -4.37767 -0.0785057 0.122935 0.264047 -8.78740 -12.7040 -0.985039 -0.706140 -1.94828 -1.66933 -0.638957 -1.33974 -1.17185 -1.01509  1.61546
#> iter: 1  value: -326.6669 mgc: 0.0860754 ustep: 1 
#> iter: 2  value: -326.6669 mgc: 2.756537e-05 ustep: 1 
#> iter: 3  mgc: 1.812017e-11 
#> iter: 1  value: -326.5569 mgc: 0.055447 ustep: 1 
#> iter: 2  value: -326.5569 mgc: 9.652951e-06 ustep: 1 
#> iter: 3  mgc: 2.772005e-12 
#> iter: 1  mgc: 2.772005e-12 
#> outer mgc:  0.2298778 
#>  54:     169.57177: -4.37736 -0.0795867 0.123779 0.264926 -8.78866 -12.7035 -0.984895 -0.705685 -1.94839 -1.67004 -0.639193 -1.33938 -1.17125 -1.01572  1.61585
#> iter: 1  value: -326.7006 mgc: 0.02378662 ustep: 1 
#> iter: 2  value: -326.7006 mgc: 1.945258e-06 ustep: 1 
#> iter: 3  mgc: 3.774758e-13 
#> iter: 1  mgc: 3.774758e-13 
#> outer mgc:  0.1354321 
#>  55:     169.57155: -4.37720 -0.0790133 0.122939 0.264876 -8.78856 -12.7038 -0.984149 -0.705446 -1.94855 -1.67055 -0.639950 -1.33902 -1.17094 -1.01667  1.61748
#> iter: 1  value: -326.5597 mgc: 0.03046628 ustep: 1 
#> iter: 2  value: -326.5597 mgc: 1.505645e-06 ustep: 1 
#> iter: 3  mgc: 3.78364e-13 
#> iter: 1  mgc: 3.78364e-13 
#> outer mgc:  0.09281848 
#>  56:     169.57150: -4.37649 -0.0783789 0.123505 0.265062 -8.78811 -12.7033 -0.984246 -0.704610 -1.94828 -1.67004 -0.639148 -1.33904 -1.16963 -1.01757  1.61684
#> iter: 1  value: -326.642 mgc: 0.01220985 ustep: 1 
#> iter: 2  value: -326.642 mgc: 1.297179e-06 ustep: 1 
#> iter: 3  mgc: 3.843592e-13 
#> iter: 1  value: -326.6354 mgc: 0.01144235 ustep: 1 
#> iter: 2  value: -326.6354 mgc: 2.937901e-07 ustep: 1 
#> iter: 3  mgc: 4.414247e-13 
#> iter: 1  mgc: 4.414247e-13 
#> outer mgc:  0.1162037 
#>  57:     169.57148: -4.37651 -0.0789791 0.123754 0.265022 -8.78794 -12.7035 -0.983833 -0.704408 -1.94840 -1.67034 -0.639557 -1.33927 -1.16955 -1.01773  1.61749
#> iter: 1  value: -326.6344 mgc: 0.02758382 ustep: 1 
#> iter: 2  value: -326.6344 mgc: 9.072804e-07 ustep: 1 
#> iter: 3  mgc: 4.174439e-13 
#> iter: 1  mgc: 4.174439e-13 
#> outer mgc:  0.03932892 
#>  58:     169.57146: -4.37677 -0.0788809 0.123550 0.265216 -8.78825 -12.7038 -0.984014 -0.704051 -1.94854 -1.67076 -0.639662 -1.33930 -1.16940 -1.01754  1.61666
#> iter: 1  value: -326.6684 mgc: 0.01676939 ustep: 1 
#> iter: 2  value: -326.6684 mgc: 5.172294e-06 ustep: 1 
#> iter: 3  mgc: 4.549902e-13 
#> iter: 1  value: -326.6374 mgc: 0.008550688 ustep: 1 
#> iter: 2  value: -326.6374 mgc: 3.083286e-06 ustep: 1 
#> iter: 3  mgc: 3.659295e-13 
#> iter: 1  mgc: 3.659295e-13 
#> outer mgc:  0.06326621 
#>  59:     169.57146: -4.37670 -0.0786201 0.123460 0.264879 -8.78825 -12.7037 -0.984047 -0.704029 -1.94852 -1.67070 -0.639672 -1.33900 -1.16946 -1.01753  1.61686
#> iter: 1  value: -326.653 mgc: 0.004888906 ustep: 1 
#> iter: 2  value: -326.653 mgc: 3.019733e-07 ustep: 1 
#> iter: 3  mgc: 4.467537e-13 
#> iter: 1  mgc: 4.467537e-13 
#> outer mgc:  0.01259518 
#>  60:     169.57144: -4.37674 -0.0787732 0.123452 0.264977 -8.78826 -12.7037 -0.983769 -0.703968 -1.94852 -1.67067 -0.639625 -1.33913 -1.16957 -1.01748  1.61729
#> iter: 1  value: -326.6753 mgc: 0.005203187 ustep: 1 
#> iter: 2  value: -326.6753 mgc: 1.270448e-07 ustep: 1 
#> iter: 3  mgc: 4.449774e-13 
#> iter: 1  value: -326.6639 mgc: 0.002496908 ustep: 1 
#> iter: 2  value: -326.6639 mgc: 3.061655e-08 ustep: 1 
#> mgc: 4.243828e-13 
#> iter: 1  mgc: 4.243828e-13 
#> outer mgc:  0.003743546 
#>  61:     169.57144: -4.37674 -0.0788038 0.123484 0.265029 -8.78821 -12.7037 -0.983757 -0.703950 -1.94848 -1.67073 -0.639698 -1.33909 -1.16959 -1.01751  1.61742
#> iter: 1  value: -326.6631 mgc: 0.00193446 ustep: 1 
#> iter: 2  mgc: 3.945189e-09 
#> iter: 1  mgc: 3.945189e-09 
#> outer mgc:  0.001957277 
#>  62:     169.57144: -4.37674 -0.0787919 0.123481 0.265024 -8.78822 -12.7037 -0.983655 -0.703952 -1.94848 -1.67068 -0.639740 -1.33912 -1.16961 -1.01751  1.61755
#> iter: 1  value: -326.6719 mgc: 0.0008161133 ustep: 1 
#> iter: 2  mgc: 3.27255e-09 
#> iter: 1  value: -326.6671 mgc: 0.0003160644 ustep: 1 
#> iter: 2  mgc: 5.227392e-10 
#> iter: 1  mgc: 5.227392e-10 
#> outer mgc:  0.001854444 
#>  63:     169.57144: -4.37672 -0.0788011 0.123480 0.265020 -8.78821 -12.7037 -0.983656 -0.703956 -1.94849 -1.67070 -0.639705 -1.33912 -1.16962 -1.01751  1.61757
#> iter: 1  value: -326.6686 mgc: 0.0005465637 ustep: 1 
#> iter: 2  mgc: 1.433979e-09 
#> iter: 1  value: -326.6673 mgc: 0.0002147668 ustep: 1 
#> iter: 2  mgc: 1.54881e-10 
#> iter: 1  mgc: 1.54881e-10 
#> outer mgc:  0.00105427 
#>  64:     169.57144: -4.37672 -0.0787924 0.123479 0.265023 -8.78822 -12.7037 -0.983656 -0.703956 -1.94849 -1.67069 -0.639699 -1.33912 -1.16963 -1.01750  1.61757
#> iter: 1  value: -326.6672 mgc: 0.0002074891 ustep: 1 
#> iter: 2  mgc: 1.709703e-10 
#> iter: 1  mgc: 1.709703e-10 
#> outer mgc:  0.0004163011 
#>  65:     169.57144: -4.37672 -0.0787946 0.123479 0.265022 -8.78822 -12.7037 -0.983661 -0.703955 -1.94850 -1.67069 -0.639705 -1.33912 -1.16963 -1.01750  1.61756
#> iter: 1  mgc: 1.709703e-10 
#> iter: 1  mgc: 1.709703e-10 
#> outer mgc:  0.0004163011 
#> iter: 1  value: -326.6676 mgc: 0.001656267 ustep: 1 
#> iter: 2  value: -326.6676 mgc: 2.058385e-08 ustep: 1 
#> mgc: 4.343192e-13 
#> outer mgc:  0.06943701 
#> iter: 1  value: -326.6667 mgc: 0.001656267 ustep: 1 
#> iter: 2  value: -326.6667 mgc: 2.058263e-08 ustep: 1 
#> mgc: 4.1811e-13 
#> outer mgc:  0.06967475 
#> iter: 1  value: -326.6677 mgc: 0.0145594 ustep: 1 
#> iter: 2  value: -326.6677 mgc: 1.186691e-06 ustep: 1 
#> iter: 3  mgc: 3.574918e-13 
#> outer mgc:  0.309403 
#> iter: 1  value: -326.6663 mgc: 0.0145594 ustep: 1 
#> iter: 2  value: -326.6663 mgc: 1.186017e-06 ustep: 1 
#> iter: 3  mgc: 4.458656e-13 
#> outer mgc:  0.3085673 
#> iter: 1  value: -326.6681 mgc: 0.0145594 ustep: 1 
#> iter: 2  value: -326.6681 mgc: 2.353149e-06 ustep: 1 
#> iter: 3  mgc: 3.18412e-13 
#> outer mgc:  0.3532398 
#> iter: 1  value: -326.6659 mgc: 0.0145594 ustep: 1 
#> iter: 2  value: -326.6659 mgc: 2.351503e-06 ustep: 1 
#> iter: 3  mgc: 4.476419e-13 
#> outer mgc:  0.354 
#> iter: 1  value: -326.6681 mgc: 0.0145594 ustep: 1 
#> iter: 2  value: -326.6681 mgc: 1.623346e-05 ustep: 1 
#> iter: 3  mgc: 4.538592e-12 
#> outer mgc:  0.1996655 
#> iter: 1  value: -326.6661 mgc: 0.0145594 ustep: 1 
#> iter: 2  value: -326.6661 mgc: 1.620394e-05 ustep: 1 
#> iter: 3  mgc: 4.33964e-12 
#> outer mgc:  0.1996792 
#> iter: 1  value: -326.6675 mgc: 0.01037346 ustep: 1 
#> iter: 2  value: -326.6675 mgc: 3.464019e-07 ustep: 1 
#> iter: 3  mgc: 2.83773e-13 
#> outer mgc:  0.171722 
#> iter: 1  value: -326.6667 mgc: 0.01037346 ustep: 1 
#> iter: 2  value: -326.6667 mgc: 3.463329e-07 ustep: 1 
#> iter: 3  mgc: 3.641532e-13 
#> outer mgc:  0.1722244 
#> iter: 1  value: -326.6675 mgc: 0.007652281 ustep: 1 
#> iter: 2  value: -326.6675 mgc: 2.582022e-07 ustep: 1 
#> iter: 3  mgc: 3.481659e-13 
#> outer mgc:  0.1192155 
#> iter: 1  value: -326.6668 mgc: 0.007652281 ustep: 1 
#> iter: 2  value: -326.6668 mgc: 2.581514e-07 ustep: 1 
#> iter: 3  mgc: 4.050094e-13 
#> outer mgc:  0.1191663 
#> iter: 1  value: -326.5642 mgc: 0.02661388 ustep: 1 
#> iter: 2  value: -326.5642 mgc: 4.714129e-07 ustep: 1 
#> iter: 3  mgc: 3.819167e-13 
#> outer mgc:  0.07889869 
#> iter: 1  value: -326.7701 mgc: 0.02666716 ustep: 1 
#> iter: 2  value: -326.7701 mgc: 4.722642e-07 ustep: 1 
#> iter: 3  mgc: 3.210765e-13 
#> outer mgc:  0.07887311 
#> iter: 1  value: -326.6645 mgc: 0.01467147 ustep: 1 
#> iter: 2  value: -326.6645 mgc: 2.138047e-08 ustep: 1 
#> mgc: 3.517187e-13 
#> outer mgc:  0.02853991 
#> iter: 1  value: -326.6699 mgc: 0.01470084 ustep: 1 
#> iter: 2  value: -326.6699 mgc: 2.143906e-08 ustep: 1 
#> mgc: 4.178879e-13 
#> outer mgc:  0.02847125 
#> iter: 1  value: -326.5571 mgc: 0.02114529 ustep: 1 
#> iter: 2  value: -326.5571 mgc: 1.051253e-06 ustep: 1 
#> iter: 3  mgc: 3.340106e-13 
#> outer mgc:  0.05836238 
#> iter: 1  value: -326.7773 mgc: 0.02118762 ustep: 1 
#> iter: 2  value: -326.7773 mgc: 1.054048e-06 ustep: 1 
#> iter: 3  mgc: 3.428369e-13 
#> outer mgc:  0.05828529 
#> iter: 1  value: -326.5559 mgc: 0.02611131 ustep: 1 
#> iter: 2  value: -326.5559 mgc: 1.031925e-06 ustep: 1 
#> iter: 3  mgc: 3.446132e-13 
#> outer mgc:  0.07898466 
#> iter: 1  value: -326.7784 mgc: 0.02616358 ustep: 1 
#> iter: 2  value: -326.7784 mgc: 1.03296e-06 ustep: 1 
#> iter: 3  mgc: 3.992362e-13 
#> outer mgc:  0.07885137 
#> iter: 1  value: -326.6668 mgc: 0.002427516 ustep: 1 
#> iter: 2  value: -326.6668 mgc: 3.182502e-08 ustep: 1 
#> mgc: 5.231371e-13 
#> outer mgc:  0.03753822 
#> iter: 1  value: -326.6675 mgc: 0.002432376 ustep: 1 
#> iter: 2  value: -326.6675 mgc: 3.19482e-08 ustep: 1 
#> mgc: 4.187761e-13 
#> outer mgc:  0.03778556 
#> iter: 1  value: -326.6301 mgc: 0.01879681 ustep: 1 
#> iter: 2  value: -326.6301 mgc: 1.818549e-06 ustep: 1 
#> iter: 3  mgc: 3.748113e-13 
#> outer mgc:  0.1710076 
#> iter: 1  value: -326.7042 mgc: 0.01883444 ustep: 1 
#> iter: 2  value: -326.7042 mgc: 1.821256e-06 ustep: 1 
#> iter: 3  mgc: 3.166356e-13 
#> outer mgc:  0.1708694 
#> iter: 1  value: -326.664 mgc: 0.01209483 ustep: 1 
#> iter: 2  value: -326.664 mgc: 1.512715e-08 ustep: 1 
#> mgc: 4.249934e-13 
#> outer mgc:  0.03177413 
#> iter: 1  value: -326.6703 mgc: 0.01211905 ustep: 1 
#> iter: 2  value: -326.6703 mgc: 1.51754e-08 ustep: 1 
#> mgc: 4.209966e-13 
#> outer mgc:  0.03177925 
#> iter: 1  value: -326.6637 mgc: 0.01456392 ustep: 1 
#> iter: 2  value: -326.6637 mgc: 8.011182e-08 ustep: 1 
#> mgc: 2.691181e-13 
#> outer mgc:  0.02894476 
#> iter: 1  value: -326.6706 mgc: 0.01459307 ustep: 1 
#> iter: 2  value: -326.6706 mgc: 8.033744e-08 ustep: 1 
#> mgc: 6.02518e-13 
#> outer mgc:  0.02906195 
#> iter: 1  value: -326.7641 mgc: 0.02629221 ustep: 1 
#> iter: 2  value: -326.7641 mgc: 2.259723e-07 ustep: 1 
#> iter: 3  mgc: 4.618528e-13 
#> outer mgc:  0.04190904 
#> iter: 1  value: -326.5703 mgc: 0.02623893 ustep: 1 
#> iter: 2  value: -326.5703 mgc: 2.256788e-07 ustep: 1 
#> iter: 3  mgc: 4.898304e-13 
#> outer mgc:  0.04179593 
#> iter: 1  value: -326.6672 mgc: 4.666894e-05 ustep: 1 
#> iter: 2  mgc: 9.665513e-11 
#> iter: 1  mgc: 9.665513e-11 
#> outer mgc:  8.529717e-10 
#> iter: 1  value: -326.6676 mgc: 0.001656259 ustep: 1 
#> iter: 2  value: -326.6676 mgc: 2.058366e-08 ustep: 1 
#> mgc: 3.890221e-13 
#> outer mgc:  0.06955555 
#> iter: 1  value: -326.6667 mgc: 0.001656259 ustep: 1 
#> iter: 2  value: -326.6667 mgc: 2.058239e-08 ustep: 1 
#> mgc: 4.396483e-13 
#> outer mgc:  0.06955553 
#> iter: 1  value: -326.6677 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6677 mgc: 1.186693e-06 ustep: 1 
#> iter: 3  mgc: 3.88134e-13 
#> outer mgc:  0.308987 
#> iter: 1  value: -326.6663 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6663 mgc: 1.186019e-06 ustep: 1 
#> iter: 3  mgc: 4.791167e-13 
#> outer mgc:  0.3089838 
#> iter: 1  value: -326.6681 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6681 mgc: 2.353151e-06 ustep: 1 
#> iter: 3  mgc: 4.745093e-13 
#> outer mgc:  0.3536234 
#> iter: 1  value: -326.6659 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6659 mgc: 2.351505e-06 ustep: 1 
#> iter: 3  mgc: 3.397282e-13 
#> outer mgc:  0.3536172 
#> iter: 1  value: -326.6681 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6681 mgc: 1.62335e-05 ustep: 1 
#> iter: 3  mgc: 4.403589e-12 
#> outer mgc:  0.1997246 
#> iter: 1  value: -326.666 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.666 mgc: 1.620398e-05 ustep: 1 
#> iter: 3  mgc: 4.407141e-12 
#> outer mgc:  0.199621 
#> iter: 1  value: -326.6675 mgc: 0.01037346 ustep: 1 
#> iter: 2  value: -326.6675 mgc: 3.464022e-07 ustep: 1 
#> iter: 3  mgc: 4.609646e-13 
#> outer mgc:  0.1719737 
#> iter: 1  value: -326.6667 mgc: 0.01037346 ustep: 1 
#> iter: 2  value: -326.6667 mgc: 3.463333e-07 ustep: 1 
#> iter: 3  mgc: 3.756995e-13 
#> outer mgc:  0.1719729 
#> iter: 1  value: -326.6674 mgc: 0.00765226 ustep: 1 
#> iter: 2  value: -326.6674 mgc: 2.58201e-07 ustep: 1 
#> iter: 3  mgc: 3.623768e-13 
#> outer mgc:  0.1191912 
#> iter: 1  value: -326.6668 mgc: 0.00765226 ustep: 1 
#> iter: 2  value: -326.6668 mgc: 2.581502e-07 ustep: 1 
#> iter: 3  mgc: 3.574918e-13 
#> outer mgc:  0.1191902 
#> iter: 1  value: -326.5642 mgc: 0.02661388 ustep: 1 
#> iter: 2  value: -326.5642 mgc: 4.714135e-07 ustep: 1 
#> iter: 3  mgc: 2.891021e-13 
#> outer mgc:  0.07887467 
#> iter: 1  value: -326.7701 mgc: 0.02666716 ustep: 1 
#> iter: 2  value: -326.7701 mgc: 4.722654e-07 ustep: 1 
#> iter: 3  mgc: 4.201084e-13 
#> outer mgc:  0.07889734 
#> iter: 1  value: -326.6645 mgc: 0.0146715 ustep: 1 
#> iter: 2  value: -326.6645 mgc: 2.138054e-08 ustep: 1 
#> mgc: 4.354087e-13 
#> outer mgc:  0.02849404 
#> iter: 1  value: -326.6698 mgc: 0.01470088 ustep: 1 
#> iter: 2  value: -326.6698 mgc: 2.14392e-08 ustep: 1 
#> mgc: 5.697665e-13 
#> outer mgc:  0.0285172 
#> iter: 1  value: -326.557 mgc: 0.02114528 ustep: 1 
#> iter: 2  value: -326.557 mgc: 1.051259e-06 ustep: 1 
#> iter: 3  mgc: 4.400924e-13 
#> outer mgc:  0.05836049 
#> iter: 1  value: -326.7773 mgc: 0.02118762 ustep: 1 
#> iter: 2  value: -326.7773 mgc: 1.054054e-06 ustep: 1 
#> iter: 3  mgc: 4.245493e-13 
#> outer mgc:  0.05828706 
#> iter: 1  value: -326.5559 mgc: 0.02611131 ustep: 1 
#> iter: 2  value: -326.5559 mgc: 1.031924e-06 ustep: 1 
#> iter: 3  mgc: 3.899103e-13 
#> outer mgc:  0.07896183 
#> iter: 1  value: -326.7784 mgc: 0.02616358 ustep: 1 
#> iter: 2  value: -326.7784 mgc: 1.03296e-06 ustep: 1 
#> iter: 3  mgc: 4.165557e-13 
#> outer mgc:  0.07887426 
#> iter: 1  value: -326.6668 mgc: 0.00242751 ustep: 1 
#> iter: 2  value: -326.6668 mgc: 3.182486e-08 ustep: 1 
#> mgc: 4.6807e-13 
#> outer mgc:  0.03762853 
#> iter: 1  value: -326.6675 mgc: 0.00243237 ustep: 1 
#> iter: 2  value: -326.6675 mgc: 3.194808e-08 ustep: 1 
#> mgc: 4.167222e-13 
#> outer mgc:  0.03769494 
#> iter: 1  value: -326.6301 mgc: 0.0187968 ustep: 1 
#> iter: 2  value: -326.6301 mgc: 1.818551e-06 ustep: 1 
#> iter: 3  mgc: 4.540812e-13 
#> outer mgc:  0.1708852 
#> iter: 1  value: -326.7041 mgc: 0.01883444 ustep: 1 
#> iter: 2  value: -326.7041 mgc: 1.821258e-06 ustep: 1 
#> iter: 3  mgc: 4.809486e-13 
#> outer mgc:  0.170992 
#> iter: 1  value: -326.664 mgc: 0.01209482 ustep: 1 
#> iter: 2  value: -326.664 mgc: 1.512702e-08 ustep: 1 
#> mgc: 4.263256e-13 
#> outer mgc:  0.03176109 
#> iter: 1  value: -326.6703 mgc: 0.01211904 ustep: 1 
#> iter: 2  value: -326.6703 mgc: 1.517526e-08 ustep: 1 
#> mgc: 3.18634e-13 
#> outer mgc:  0.03179232 
#> iter: 1  value: -326.6637 mgc: 0.01456388 ustep: 1 
#> iter: 2  value: -326.6637 mgc: 8.011144e-08 ustep: 1 
#> mgc: 4.118927e-13 
#> outer mgc:  0.02899222 
#> iter: 1  value: -326.6706 mgc: 0.01459304 ustep: 1 
#> iter: 2  value: -326.6706 mgc: 8.033711e-08 ustep: 1 
#> mgc: 3.463896e-13 
#> outer mgc:  0.02901443 
#> iter: 1  value: -326.764 mgc: 0.02629221 ustep: 1 
#> iter: 2  value: -326.764 mgc: 2.25972e-07 ustep: 1 
#> iter: 3  mgc: 4.556355e-13 
#> outer mgc:  0.04185488 
#> iter: 1  value: -326.5703 mgc: 0.02623893 ustep: 1 
#> iter: 2  value: -326.5703 mgc: 2.256787e-07 ustep: 1 
#> iter: 3  mgc: 3.614886e-13 
#> outer mgc:  0.04185006 
#> iter: 1  mgc: 2.678546e-10 
#> iter: 1  mgc: 2.678546e-10 
#> outer mgc:  2.831912e-11 
#> iter: 1  value: -326.6676 mgc: 0.001656259 ustep: 1 
#> iter: 2  value: -326.6676 mgc: 2.05837e-08 ustep: 1 
#> mgc: 2.706863e-13 
#> outer mgc:  0.06955555 
#> iter: 1  value: -326.6667 mgc: 0.001656259 ustep: 1 
#> iter: 2  value: -326.6667 mgc: 2.058237e-08 ustep: 1 
#> mgc: 3.717027e-13 
#> outer mgc:  0.06955553 
#> iter: 1  value: -326.6677 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6677 mgc: 1.186693e-06 ustep: 1 
#> iter: 3  mgc: 3.71557e-13 
#> outer mgc:  0.308987 
#> iter: 1  value: -326.6663 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6663 mgc: 1.186019e-06 ustep: 1 
#> iter: 3  mgc: 4.272138e-13 
#> outer mgc:  0.3089838 
#> iter: 1  value: -326.6681 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6681 mgc: 2.353151e-06 ustep: 1 
#> iter: 3  mgc: 3.166356e-13 
#> outer mgc:  0.3536234 
#> iter: 1  value: -326.6659 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6659 mgc: 2.351506e-06 ustep: 1 
#> iter: 3  mgc: 3.270162e-13 
#> outer mgc:  0.3536172 
#> iter: 1  value: -326.6681 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6681 mgc: 1.62335e-05 ustep: 1 
#> iter: 3  mgc: 4.519052e-12 
#> outer mgc:  0.1997246 
#> iter: 1  value: -326.666 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.666 mgc: 1.620398e-05 ustep: 1 
#> iter: 3  mgc: 4.401812e-12 
#> outer mgc:  0.199621 
#> iter: 1  value: -326.6675 mgc: 0.01037347 ustep: 1 
#> iter: 2  value: -326.6675 mgc: 3.464023e-07 ustep: 1 
#> iter: 3  mgc: 3.050893e-13 
#> outer mgc:  0.1719737 
#> iter: 1  value: -326.6667 mgc: 0.01037347 ustep: 1 
#> iter: 2  value: -326.6667 mgc: 3.463332e-07 ustep: 1 
#> iter: 3  mgc: 4.156675e-13 
#> outer mgc:  0.1719729 
#> iter: 1  value: -326.6674 mgc: 0.00765226 ustep: 1 
#> iter: 2  value: -326.6674 mgc: 2.58201e-07 ustep: 1 
#> iter: 3  mgc: 4.338752e-13 
#> outer mgc:  0.1191912 
#> iter: 1  value: -326.6668 mgc: 0.00765226 ustep: 1 
#> iter: 2  value: -326.6668 mgc: 2.581502e-07 ustep: 1 
#> iter: 3  mgc: 4.258816e-13 
#> outer mgc:  0.1191902 
#> iter: 1  value: -326.5642 mgc: 0.02661388 ustep: 1 
#> iter: 2  value: -326.5642 mgc: 4.714138e-07 ustep: 1 
#> iter: 3  mgc: 3.552714e-13 
#> outer mgc:  0.07887467 
#> iter: 1  value: -326.7701 mgc: 0.02666716 ustep: 1 
#> iter: 2  value: -326.7701 mgc: 4.722653e-07 ustep: 1 
#> iter: 3  mgc: 3.982301e-13 
#> outer mgc:  0.07889734 
#> iter: 1  value: -326.6645 mgc: 0.0146715 ustep: 1 
#> iter: 2  value: -326.6645 mgc: 2.138055e-08 ustep: 1 
#> mgc: 3.982648e-13 
#> outer mgc:  0.02849404 
#> iter: 1  value: -326.6698 mgc: 0.01470088 ustep: 1 
#> iter: 2  value: -326.6698 mgc: 2.143918e-08 ustep: 1 
#> mgc: 4.423129e-13 
#> outer mgc:  0.0285172 
#> iter: 1  value: -326.557 mgc: 0.02114528 ustep: 1 
#> iter: 2  value: -326.557 mgc: 1.051259e-06 ustep: 1 
#> iter: 3  mgc: 4.654055e-13 
#> outer mgc:  0.05836049 
#> iter: 1  value: -326.7773 mgc: 0.02118762 ustep: 1 
#> iter: 2  value: -326.7773 mgc: 1.054054e-06 ustep: 1 
#> iter: 3  mgc: 4.369838e-13 
#> outer mgc:  0.05828706 
#> iter: 1  value: -326.5559 mgc: 0.02611131 ustep: 1 
#> iter: 2  value: -326.5559 mgc: 1.031924e-06 ustep: 1 
#> iter: 3  mgc: 4.019007e-13 
#> outer mgc:  0.07896183 
#> iter: 1  value: -326.7784 mgc: 0.02616358 ustep: 1 
#> iter: 2  value: -326.7784 mgc: 1.03296e-06 ustep: 1 
#> iter: 3  mgc: 3.623768e-13 
#> outer mgc:  0.07887426 
#> iter: 1  value: -326.6668 mgc: 0.00242751 ustep: 1 
#> iter: 2  value: -326.6668 mgc: 3.182488e-08 ustep: 1 
#> mgc: 4.238832e-13 
#> outer mgc:  0.03762853 
#> iter: 1  value: -326.6675 mgc: 0.00243237 ustep: 1 
#> iter: 2  value: -326.6675 mgc: 3.194807e-08 ustep: 1 
#> mgc: 3.965717e-13 
#> outer mgc:  0.03769494 
#> iter: 1  value: -326.6301 mgc: 0.01879681 ustep: 1 
#> iter: 2  value: -326.6301 mgc: 1.818551e-06 ustep: 1 
#> iter: 3  mgc: 4.609646e-13 
#> outer mgc:  0.1708852 
#> iter: 1  value: -326.7041 mgc: 0.01883444 ustep: 1 
#> iter: 2  value: -326.7041 mgc: 1.821258e-06 ustep: 1 
#> iter: 3  mgc: 3.916867e-13 
#> outer mgc:  0.170992 
#> iter: 1  value: -326.664 mgc: 0.01209482 ustep: 1 
#> iter: 2  value: -326.664 mgc: 1.512707e-08 ustep: 1 
#> mgc: 3.479855e-13 
#> outer mgc:  0.03176109 
#> iter: 1  value: -326.6703 mgc: 0.01211903 ustep: 1 
#> iter: 2  value: -326.6703 mgc: 1.517524e-08 ustep: 1 
#> mgc: 3.295142e-13 
#> outer mgc:  0.03179232 
#> iter: 1  value: -326.6637 mgc: 0.01456388 ustep: 1 
#> iter: 2  value: -326.6637 mgc: 8.011148e-08 ustep: 1 
#> mgc: 3.343992e-13 
#> outer mgc:  0.02899222 
#> iter: 1  value: -326.6706 mgc: 0.01459304 ustep: 1 
#> iter: 2  value: -326.6706 mgc: 8.033705e-08 ustep: 1 
#> mgc: 5.559997e-13 
#> outer mgc:  0.02901443 
#> iter: 1  value: -326.764 mgc: 0.02629221 ustep: 1 
#> iter: 2  value: -326.764 mgc: 2.259721e-07 ustep: 1 
#> iter: 3  mgc: 3.868017e-13 
#> outer mgc:  0.04185488 
#> iter: 1  value: -326.5703 mgc: 0.02623893 ustep: 1 
#> iter: 2  value: -326.5703 mgc: 2.256788e-07 ustep: 1 
#> iter: 3  mgc: 4.112266e-13 
#> outer mgc:  0.04185006 
#> iter: 1  mgc: 2.758904e-10 
#> iter: 1  mgc: 2.758904e-10 
#> outer mgc:  1.13895e-12 
#> iter: 1  value: -326.6676 mgc: 0.001656259 ustep: 1 
#> iter: 2  value: -326.6676 mgc: 2.058364e-08 ustep: 1 
#> mgc: 4.005685e-13 
#> outer mgc:  0.06955555 
#> iter: 1  value: -326.6667 mgc: 0.001656259 ustep: 1 
#> iter: 2  value: -326.6667 mgc: 2.058235e-08 ustep: 1 
#> mgc: 3.548273e-13 
#> outer mgc:  0.06955553 
#> iter: 1  value: -326.6677 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6677 mgc: 1.186693e-06 ustep: 1 
#> iter: 3  mgc: 4.325429e-13 
#> outer mgc:  0.308987 
#> iter: 1  value: -326.6663 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6663 mgc: 1.186019e-06 ustep: 1 
#> iter: 3  mgc: 5.622169e-13 
#> outer mgc:  0.3089838 
#> iter: 1  value: -326.6681 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6681 mgc: 2.353151e-06 ustep: 1 
#> iter: 3  mgc: 4.054534e-13 
#> outer mgc:  0.3536234 
#> iter: 1  value: -326.6659 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6659 mgc: 2.351506e-06 ustep: 1 
#> iter: 3  mgc: 3.606004e-13 
#> outer mgc:  0.3536172 
#> iter: 1  value: -326.6681 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.6681 mgc: 1.62335e-05 ustep: 1 
#> iter: 3  mgc: 4.45155e-12 
#> outer mgc:  0.1997246 
#> iter: 1  value: -326.666 mgc: 0.01455942 ustep: 1 
#> iter: 2  value: -326.666 mgc: 1.620398e-05 ustep: 1 
#> iter: 3  mgc: 4.352074e-12 
#> outer mgc:  0.199621 
#> iter: 1  value: -326.6675 mgc: 0.01037347 ustep: 1 
#> iter: 2  value: -326.6675 mgc: 3.464022e-07 ustep: 1 
#> iter: 3  mgc: 5.013767e-13 
#> outer mgc:  0.1719737 
#> iter: 1  value: -326.6667 mgc: 0.01037347 ustep: 1 
#> iter: 2  value: -326.6667 mgc: 3.463333e-07 ustep: 1 
#> iter: 3  mgc: 3.943512e-13 
#> outer mgc:  0.1719729 
#> iter: 1  value: -326.6674 mgc: 0.00765226 ustep: 1 
#> iter: 2  value: -326.6674 mgc: 2.582009e-07 ustep: 1 
#> iter: 3  mgc: 3.4861e-13 
#> outer mgc:  0.1191912 
#> iter: 1  value: -326.6668 mgc: 0.00765226 ustep: 1 
#> iter: 2  value: -326.6668 mgc: 2.581503e-07 ustep: 1 
#> iter: 3  mgc: 3.642434e-13 
#> outer mgc:  0.1191902 
#> iter: 1  value: -326.5642 mgc: 0.02661388 ustep: 1 
#> iter: 2  value: -326.5642 mgc: 4.714135e-07 ustep: 1 
#> iter: 3  mgc: 5.959677e-13 
#> outer mgc:  0.07887467 
#> iter: 1  value: -326.7701 mgc: 0.02666716 ustep: 1 
#> iter: 2  value: -326.7701 mgc: 4.722653e-07 ustep: 1 
#> iter: 3  mgc: 3.712586e-13 
#> outer mgc:  0.07889734 
#> iter: 1  value: -326.6645 mgc: 0.0146715 ustep: 1 
#> iter: 2  value: -326.6645 mgc: 2.138053e-08 ustep: 1 
#> mgc: 3.312906e-13 
#> outer mgc:  0.02849404 
#> iter: 1  value: -326.6698 mgc: 0.01470088 ustep: 1 
#> iter: 2  value: -326.6698 mgc: 2.143918e-08 ustep: 1 
#> mgc: 5.084821e-13 
#> outer mgc:  0.0285172 
#> iter: 1  value: -326.557 mgc: 0.02114528 ustep: 1 
#> iter: 2  value: -326.557 mgc: 1.051259e-06 ustep: 1 
#> iter: 3  mgc: 4.272138e-13 
#> outer mgc:  0.05836049 
#> iter: 1  value: -326.7773 mgc: 0.02118762 ustep: 1 
#> iter: 2  value: -326.7773 mgc: 1.054054e-06 ustep: 1 
#> iter: 3  mgc: 4.756195e-13 
#> outer mgc:  0.05828706 
#> iter: 1  value: -326.5559 mgc: 0.02611131 ustep: 1 
#> iter: 2  value: -326.5559 mgc: 1.031924e-06 ustep: 1 
#> iter: 3  mgc: 3.503864e-13 
#> outer mgc:  0.07896183 
#> iter: 1  value: -326.7784 mgc: 0.02616358 ustep: 1 
#> iter: 2  value: -326.7784 mgc: 1.03296e-06 ustep: 1 
#> iter: 3  mgc: 3.492762e-13 
#> outer mgc:  0.07887426 
#> iter: 1  value: -326.6668 mgc: 0.00242751 ustep: 1 
#> iter: 2  value: -326.6668 mgc: 3.182488e-08 ustep: 1 
#> mgc: 3.961276e-13 
#> outer mgc:  0.03762853 
#> iter: 1  value: -326.6675 mgc: 0.00243237 ustep: 1 
#> iter: 2  value: -326.6675 mgc: 3.194807e-08 ustep: 1 
#> mgc: 3.570477e-13 
#> outer mgc:  0.03769494 
#> iter: 1  value: -326.6301 mgc: 0.01879681 ustep: 1 
#> iter: 2  value: -326.6301 mgc: 1.818551e-06 ustep: 1 
#> iter: 3  mgc: 3.596567e-13 
#> outer mgc:  0.1708852 
#> iter: 1  value: -326.7041 mgc: 0.01883444 ustep: 1 
#> iter: 2  value: -326.7041 mgc: 1.821258e-06 ustep: 1 
#> iter: 3  mgc: 4.63185e-13 
#> outer mgc:  0.170992 
#> iter: 1  value: -326.664 mgc: 0.01209482 ustep: 1 
#> iter: 2  value: -326.664 mgc: 1.512705e-08 ustep: 1 
#> mgc: 3.899103e-13 
#> outer mgc:  0.03176109 
#> iter: 1  value: -326.6703 mgc: 0.01211903 ustep: 1 
#> iter: 2  value: -326.6703 mgc: 1.517523e-08 ustep: 1 
#> mgc: 3.38396e-13 
#> outer mgc:  0.03179232 
#> iter: 1  value: -326.6637 mgc: 0.01456388 ustep: 1 
#> iter: 2  value: -326.6637 mgc: 8.011147e-08 ustep: 1 
#> mgc: 3.170797e-13 
#> outer mgc:  0.02899222 
#> iter: 1  value: -326.6706 mgc: 0.01459304 ustep: 1 
#> iter: 2  value: -326.6706 mgc: 8.033707e-08 ustep: 1 
#> mgc: 4.964917e-13 
#> outer mgc:  0.02901443 
#> iter: 1  value: -326.764 mgc: 0.02629221 ustep: 1 
#> iter: 2  value: -326.764 mgc: 2.259721e-07 ustep: 1 
#> iter: 3  mgc: 4.161116e-13 
#> outer mgc:  0.04185488 
#> iter: 1  value: -326.5703 mgc: 0.02623893 ustep: 1 
#> iter: 2  value: -326.5703 mgc: 2.256787e-07 ustep: 1 
#> iter: 3  mgc: 4.796163e-13 
#> outer mgc:  0.04185006 
#> outer mgc:  1 
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#> Order of parameters:
#>  [1] "logFpar"              "logQpow"              "logSdLogFsta"        
#>  [4] "logSdLogN"            "logSdLogP"            "logSdLogObs"         
#>  [7] "logSdLogTotalObs"     "transfIRARdist"       "sigmaObsParUS"       
#> [10] "rec_loga"             "rec_logb"             "itrans_rho"          
#> [13] "rhop"                 "logScale"             "logitReleaseSurvival"
#> [16] "logitRecapturePhi"    "logAlphaSCB"          "logF"                
#> [19] "logN"                 "logPS"                "missing"             
#> Not matching template order:
#>  [1] "logFpar"              "logQpow"              "logSdLogFsta"        
#>  [4] "logSdLogN"            "logSdLogP"            "logSdLogObs"         
#>  [7] "logSdLogTotalObs"     "transfIRARdist"       "sigmaObsParUS"       
#> [10] "rec_loga"             "rec_logb"             "itrans_rho"          
#> [13] "rhop"                 "logScale"             "logitReleaseSurvival"
#> [16] "logitRecapturePhi"    "logAlphaSCB"          "logF"                
#> [19] "logN"                 "missing"             
#> Your parameter list has been re-ordered.
#> (Disable this warning with checkParameterOrder=FALSE)
#> iter: 1  value: 29858.94 mgc: 102.6853 ustep: 0.1843228 
#> iter: 2  value: 6427.944 mgc: 41.19916 ustep: 0.4293854 
#> iter: 3  value: 3643.672 mgc: 11.96224 ustep: 0.6553096 
#> iter: 4  value: 2383.509 mgc: 9.832191 ustep: 0.809531 
#> iter: 5  value: 2252.316 mgc: 1.584616 ustep: 0.8997494 
#> iter: 6  value: 2250.408 mgc: 0.2357221 ustep: 0.9485564 
#> iter: 7  value: 2250.401 mgc: 0.01217538 ustep: 0.9739412 
#> iter: 8  value: 2250.401 mgc: 0.0007627327 ustep: 0.9868859 
#> iter: 9  value: 2250.401 mgc: 2.411668e-05 ustep: 0.993422 
#> iter: 10  value: 2250.401 mgc: 3.787673e-07 ustep: 0.9967059 
#> iter: 11  mgc: 2.962014e-09 
#> iter: 1  mgc: 2.962014e-09 
#> Matching hessian patterns... Done
#> outer mgc:  937.0649 
#>   0:     2288.8818: -5.00000 -5.00000 -5.00000 -5.00000 -5.00000 -0.700000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 -0.350000 0.500000
#> iter: 1  value: 1287.113 mgc: 3.172763 ustep: 1 
#> iter: 2  value: 1287.065 mgc: 0.1790922 ustep: 1 
#> iter: 3  value: 1287.065 mgc: 0.003108282 ustep: 1 
#> iter: 4  value: 1287.065 mgc: 1.619703e-06 ustep: 1 
#> iter: 5  mgc: 3.511635e-13 
#> iter: 1  mgc: 3.511635e-13 
#> outer mgc:  336.6304 
#>   1:     1262.0830: -5.08765 -4.82611 -4.93125 -5.08665 -5.11144 -0.717997 -0.351073 0.0722100 -0.342160 -0.0442980 0.224455 -0.0360016 0.136477 0.508622
#> iter: 1  value: 905.0765 mgc: 6.397708 ustep: 1 
#> iter: 2  value: 898.501 mgc: 1.177794 ustep: 1 
#> iter: 3  value: 898.2179 mgc: 0.2580927 ustep: 1 
#> iter: 4  value: 898.2171 mgc: 0.01671584 ustep: 1 
#> iter: 5  value: 898.2171 mgc: 7.921193e-05 ustep: 1 
#> iter: 6  mgc: 1.769723e-09 
#> iter: 1  mgc: 1.769723e-09 
#> outer mgc:  160.1318 
#>   2:     931.84795: -5.26511 -4.66815 -4.76534 -5.23739 -5.24639 -0.846165 -0.380854 -0.228406 -0.645843 0.270465 0.635236 0.139661 0.747915 0.560164
#> iter: 1  value: 696.6578 mgc: 2.418401 ustep: 1 
#> iter: 2  value: 695.215 mgc: 0.7994434 ustep: 1 
#> iter: 3  value: 695.2041 mgc: 0.08632683 ustep: 1 
#> iter: 4  value: 695.2041 mgc: 0.0009140187 ustep: 1 
#> iter: 5  value: 695.2041 mgc: 1.005219e-07 ustep: 1 
#> iter: 6  mgc: 4.227174e-14 
#> iter: 1  mgc: 4.227174e-14 
#> outer mgc:  61.78203 
#>   3:     769.99744: -5.34248 -4.46679 -4.61908 -5.45281 -5.33161 -0.959264 -0.410097 -0.186969 -0.889249 0.298147 0.949269 0.743019  1.32843 0.618268
#> iter: 1  value: 471.5543 mgc: 2.692816 ustep: 1 
#> iter: 2  value: 470.2433 mgc: 0.8378052 ustep: 1 
#> iter: 3  value: 470.243 mgc: 0.02389568 ustep: 1 
#> iter: 4  value: 470.243 mgc: 8.357855e-06 ustep: 1 
#> iter: 5  mgc: 7.765455e-13 
#> iter: 1  value: -3.524867 mgc: 21.68166 ustep: 1 
#> iter: 2  value: -3.537473 mgc: 0.2218729 ustep: 1 
#> iter: 3  value: -3.537473 mgc: 0.0001081058 ustep: 1 
#> iter: 4  mgc: 2.115641e-11 
#> iter: 1  mgc: 2.115641e-11 
#> outer mgc:  108.3256 
#>   4:     502.59110: -6.01939 -3.64819 -3.86105 -6.06386 -5.69697 -1.62125 -0.591385 -1.90265 -1.97445  1.06824 -0.0975424  2.51760  3.38238 0.994031
#> iter: 1  value: -73.13845 mgc: 887.331 ustep: 1 
#> iter: 2  value: -76.34084 mgc: 4.865842 ustep: 1 
#> iter: 3  value: -76.34348 mgc: 1.032501 ustep: 1 
#> iter: 4  value: -76.34348 mgc: 0.0001486688 ustep: 1 
#> iter: 5  mgc: 6.867049e-10 
#> iter: 1  mgc: 6.867049e-10 
#> outer mgc:  93.61738 
#>   5:     486.68125: -6.52447 -2.87421 -3.58556 -6.44621 -5.95385 0.0638464 -0.690302 -0.788096 -1.79082  1.32758 -3.10897  2.89075  4.10746  1.95920
#> iter: 1  value: 225.2947 mgc: 299.8355 ustep: 0.4367355 
#> iter: 2  value: 159.4221 mgc: 94.72889 ustep: 0.6608936 
#> iter: 3  value: 147.2798 mgc: 17.1877 ustep: 0.8129723 
#> iter: 4  value: 124.2808 mgc: 82.70041 ustep: 0.9016596 
#> iter: 5  value: 123.7317 mgc: 2.580748 ustep: 0.9495626 
#> iter: 6  value: 123.7306 mgc: 0.5280984 ustep: 0.9744576 
#> iter: 7  value: 123.7306 mgc: 0.0002903922 ustep: 0.9871475 
#> iter: 8  value: 123.7306 mgc: 2.637127e-05 ustep: 0.9935536 
#> iter: 9  value: 123.7306 mgc: 1.878868e-06 ustep: 0.9967719 
#> iter: 10  value: 123.7306 mgc: 7.165081e-08 ustep: 0.9983848 
#> iter: 11  mgc: 1.395588e-09 
#> iter: 1  value: -50.75101 mgc: 150.1516 ustep: 1 
#> iter: 2  value: -51.10086 mgc: 0.7898264 ustep: 1 
#> iter: 3  value: -51.10086 mgc: 0.01498843 ustep: 1 
#> iter: 4  value: -51.10086 mgc: 1.917541e-08 ustep: 1 
#> mgc: 1.781297e-12 
#> iter: 1  mgc: 1.781297e-12 
#> outer mgc:  35.5025 
#>   6:     441.08196: -6.53700 -3.17006 -3.27046 -6.44840 -5.95421 -0.0304796 -0.653708 -0.830389 -1.16651  1.21374 -3.04577  2.76192  3.97081  1.93464
#> iter: 1  value: -162.3303 mgc: 78.04472 ustep: 1 
#> iter: 2  value: -162.3434 mgc: 0.29042 ustep: 1 
#> iter: 3  value: -162.3434 mgc: 0.0002620064 ustep: 1 
#> iter: 4  mgc: 5.652367e-12 
#> iter: 1  mgc: 5.652367e-12 
#> outer mgc:  60.21249 
#>   7:     424.91628: -6.56720 -2.99934 -3.38393 -6.45458 -5.95521 -0.519418 -0.666429 -1.09023 -1.34898 0.983500 -3.03240  2.50608  3.69136  2.18334
#> iter: 1  value: -171.4985 mgc: 103.1277 ustep: 1 
#> iter: 2  value: -171.596 mgc: 0.4403862 ustep: 1 
#> iter: 3  value: -171.596 mgc: 0.001756595 ustep: 1 
#> iter: 4  mgc: 2.218543e-10 
#> iter: 1  mgc: 2.218543e-10 
#> outer mgc:  53.06683 
#>   8:     410.08252: -6.63404 -3.15581 -3.11442 -6.46360 -5.96062 -0.794394 -0.661637 -0.633743 -1.15963 0.762879 -2.94734  2.23430  3.39167  2.16237
#> iter: 1  value: -118.5625 mgc: 70.77525 ustep: 1 
#> iter: 2  value: -118.6213 mgc: 0.3112497 ustep: 1 
#> iter: 3  value: -118.6213 mgc: 0.003845476 ustep: 1 
#> iter: 4  mgc: 5.201483e-09 
#> iter: 1  mgc: 5.201483e-09 
#> outer mgc:  34.12049 
#>   9:     385.54084: -6.74952 -2.87017 -3.17662 -6.51238 -5.98091 -0.724729 -0.655883 -0.934405 -0.993145 0.457883 -2.72028  1.97202  3.01752  1.91009
#> iter: 1  value: -162.231 mgc: 70.76298 ustep: 1 
#> iter: 2  value: -162.2596 mgc: 0.4573372 ustep: 1 
#> iter: 3  value: -162.2596 mgc: 0.0002289427 ustep: 1 
#> iter: 4  mgc: 1.203126e-11 
#> iter: 1  value: -148.192 mgc: 30.94875 ustep: 1 
#> iter: 2  value: -148.1941 mgc: 0.1009401 ustep: 1 
#> iter: 3  value: -148.1941 mgc: 2.57622e-05 ustep: 1 
#> iter: 4  mgc: 6.462053e-13 
#> iter: 1  mgc: 6.462053e-13 
#> outer mgc:  15.2349 
#>  10:     377.36052: -6.80039 -2.91164 -3.05242 -6.52764 -5.98445 -0.777359 -0.663984 -0.912649 -1.24912 0.369383 -2.69862  1.89158  2.89342  1.91679
#> iter: 1  value: -127.9984 mgc: 32.74215 ustep: 1 
#> iter: 2  value: -128.003 mgc: 0.07945269 ustep: 1 
#> iter: 3  value: -128.003 mgc: 0.0002352826 ustep: 1 
#> iter: 4  mgc: 1.804523e-11 
#> iter: 1  mgc: 1.804523e-11 
#> outer mgc:  20.31953 
#>  11:     371.36188: -6.87989 -2.74976 -3.07764 -6.55466 -5.99129 -0.765312 -0.656690 -0.962817 -1.11383 0.237294 -2.63358  1.79301  2.72227  1.85865
#> iter: 1  value: -119.4175 mgc: 51.39933 ustep: 1 
#> iter: 2  value: -119.4655 mgc: 0.432614 ustep: 1 
#> iter: 3  value: -119.4655 mgc: 0.0004678733 ustep: 1 
#> iter: 4  mgc: 6.433254e-11 
#> iter: 1  mgc: 6.433254e-11 
#> outer mgc:  23.6092 
#>  12:     357.86496: -7.12209 -2.66580 -2.74366 -6.63701 -6.02195 -0.773175 -0.661021 -0.966964 -1.28308 -0.0453765 -2.46796  1.63006  2.38203  1.74579
#> iter: 1  value: -118.1238 mgc: 49.03897 ustep: 1 
#> iter: 2  value: -118.2192 mgc: 0.3604771 ustep: 1 
#> iter: 3  value: -118.2192 mgc: 0.004260564 ustep: 1 
#> iter: 4  value: -118.2192 mgc: 1.36258e-08 ustep: 1 
#> mgc: 5.87308e-13 
#> iter: 1  mgc: 5.87308e-13 
#> outer mgc:  19.95116 
#>  13:     351.41143: -7.28509 -2.24333 -2.66713 -6.76447 -6.09036 -0.935199 -0.651511 -0.901429 -1.22570 -0.447195 -2.37048  1.51264  2.23212  1.68996
#> iter: 1  value: -78.82673 mgc: 19.77454 ustep: 1 
#> iter: 2  value: -78.82994 mgc: 0.07658204 ustep: 1 
#> iter: 3  value: -78.82994 mgc: 1.790106e-05 ustep: 1 
#> iter: 4  mgc: 2.244871e-13 
#> iter: 1  mgc: 2.244871e-13 
#> outer mgc:  19.72405 
#>  14:     343.88397: -6.94836 -2.31397 -2.46873 -6.95485 -6.20013 -0.864806 -0.648527 -1.12453 -1.18979 -0.730923 -2.07043  1.34868  2.11130  1.64497
#> iter: 1  value: -67.70607 mgc: 12.90643 ustep: 1 
#> iter: 2  value: -67.70993 mgc: 0.06805932 ustep: 1 
#> iter: 3  value: -67.70993 mgc: 8.175316e-05 ustep: 1 
#> iter: 4  mgc: 1.719325e-11 
#> iter: 1  mgc: 1.719325e-11 
#> outer mgc:  18.20582 
#>  15:     335.64150: -6.58582 -2.05645 -2.33069 -7.24533 -6.31781 -0.994448 -0.643049 -1.01836 -1.26177 -0.599670 -1.80759  1.22605  1.95792  1.59119
#> iter: 1  value: -101.5225 mgc: 14.88247 ustep: 1 
#> iter: 2  value: -101.5442 mgc: 0.1631566 ustep: 1 
#> iter: 3  value: -101.5442 mgc: 0.0004425387 ustep: 1 
#> iter: 4  mgc: 1.322141e-09 
#> iter: 1  mgc: 1.322141e-09 
#> outer mgc:  17.10153 
#>  16:     322.21745: -6.62243 -1.73495 -1.98131 -7.50023 -6.43668 -0.995693 -0.649064 -1.24757 -1.49730 -0.509014 -1.60321  1.15482  2.03876  1.61533
#> iter: 1  value: -78.50096 mgc: 8.970324 ustep: 1 
#> iter: 2  value: -78.50235 mgc: 0.08853553 ustep: 1 
#> iter: 3  value: -78.50235 mgc: 3.943791e-05 ustep: 1 
#> iter: 4  mgc: 1.379852e-11 
#> iter: 1  mgc: 1.379852e-11 
#> outer mgc:  27.98259 
#>  17:     318.58126: -6.27522 -1.58818 -1.89762 -7.70534 -6.52945 -0.925609 -0.630319 -1.14474 -1.65206 -0.527445 -1.13451  1.02858  2.05930  1.60286
#> iter: 1  value: -156.0835 mgc: 4.911577 ustep: 1 
#> iter: 2  value: -156.0951 mgc: 0.1554994 ustep: 1 
#> iter: 3  value: -156.0951 mgc: 0.0003378803 ustep: 1 
#> iter: 4  mgc: 1.293704e-09 
#> iter: 1  mgc: 1.293704e-09 
#> outer mgc:  17.3957 
#>  18:     304.13260: -6.04686 -1.30883 -1.61610 -8.01157 -6.65892 -1.02603 -0.594192 -1.36953 -1.82456 -0.553372 -1.32424 0.865144  2.05768  1.63547
#> iter: 1  value: -145.5449 mgc: 7.478769 ustep: 1 
#> iter: 2  value: -145.6013 mgc: 0.4105526 ustep: 1 
#> iter: 3  value: -145.6013 mgc: 0.0007332964 ustep: 1 
#> iter: 4  mgc: 5.892911e-09 
#> iter: 1  mgc: 5.892911e-09 
#> outer mgc:  26.91934 
#>  19:     296.28462: -5.86189 -1.14021 -1.13220 -8.31790 -6.76965 -0.931857 -0.554857 -1.31237 -1.86131 -0.579816 -1.20715 0.667676  1.99853  1.60002
#> iter: 1  value: -181.6559 mgc: 5.683725 ustep: 1 
#> iter: 2  value: -181.7232 mgc: 0.4334843 ustep: 1 
#> iter: 3  value: -181.7232 mgc: 0.003505861 ustep: 1 
#> iter: 4  value: -181.7232 mgc: 2.585744e-07 ustep: 1 
#> iter: 5  mgc: 2.335909e-13 
#> iter: 1  value: -175.5422 mgc: 14.46109 ustep: 1 
#> iter: 2  value: -205.492 mgc: 9.400609 ustep: 1 
#> iter: 3  value: -205.8658 mgc: 0.7946546 ustep: 1 
#> iter: 4  value: -205.866 mgc: 0.02914628 ustep: 1 
#> iter: 5  value: -205.866 mgc: 1.740431e-05 ustep: 1 
#> iter: 6  mgc: 8.131273e-12 
#> iter: 1  mgc: 8.131273e-12 
#> outer mgc:  54.7808 
#>  20:     272.91207: -4.78699 0.210258 0.217073 -9.66333 -7.27171 -0.894274 -0.469664 -1.42087 -2.11532 -0.449369 -1.09459 -0.122396  1.87326  1.56681
#> iter: 1  value: -311.1311 mgc: 19.68111 ustep: 1 
#> iter: 2  value: -319.6769 mgc: 6.852439 ustep: 1 
#> iter: 3  value: -319.7127 mgc: 0.4875718 ustep: 1 
#> iter: 4  value: -319.7127 mgc: 0.004729575 ustep: 1 
#> iter: 5  value: -319.7127 mgc: 2.592198e-07 ustep: 1 
#> iter: 6  mgc: 6.417089e-13 
#> iter: 1  value: -253.6518 mgc: 20.29034 ustep: 1 
#> iter: 2  value: -254.5862 mgc: 1.506142 ustep: 1 
#> iter: 3  value: -254.5864 mgc: 0.03954334 ustep: 1 
#> iter: 4  value: -254.5864 mgc: 2.011424e-05 ustep: 1 
#> iter: 5  mgc: 6.04361e-12 
#> iter: 1  value: -251.7114 mgc: 5.639372 ustep: 1 
#> iter: 2  value: -251.7269 mgc: 0.1819678 ustep: 1 
#> iter: 3  value: -251.7269 mgc: 0.000862279 ustep: 1 
#> iter: 4  value: -251.7269 mgc: 1.504884e-08 ustep: 1 
#> mgc: 3.206324e-13 
#> iter: 1  mgc: 3.206324e-13 
#> outer mgc:  22.59238 
#>  21:     253.61417: -4.66933 -0.0804806 0.199511 -9.52590 -7.28579 -0.955567 -0.475987 -1.55393 -2.12205 -0.425269 -1.24584 -0.0787488  1.83787  1.60786
#> iter: 1  value: -266.3275 mgc: 7.995946 ustep: 1 
#> iter: 2  value: -266.4692 mgc: 0.5804028 ustep: 1 
#> iter: 3  value: -266.4692 mgc: 0.007023412 ustep: 1 
#> iter: 4  value: -266.4692 mgc: 6.31887e-07 ustep: 1 
#> iter: 5  mgc: 3.18745e-13 
#> iter: 1  mgc: 3.18745e-13 
#> outer mgc:  34.90944 
#>  22:     248.81260: -4.54651 -0.0300716 -0.0587062 -9.33866 -7.31922 -0.970313 -0.488949 -1.73050 -2.06024 -0.470318 -1.27831 -0.153304  1.78320  1.61913
#> iter: 1  value: -269.7455 mgc: 2.68746 ustep: 1 
#> iter: 2  value: -269.7665 mgc: 0.2012505 ustep: 1 
#> iter: 3  value: -269.7665 mgc: 0.001049039 ustep: 1 
#> iter: 4  value: -269.7665 mgc: 1.706779e-08 ustep: 1 
#> mgc: 3.242961e-13 
#> iter: 1  mgc: 3.242961e-13 
#> outer mgc:  17.6003 
#>  23:     239.83496: -4.48948 -0.138662 0.102009 -9.05634 -7.40201 -0.965384 -0.545950 -1.75053 -2.02928 -0.543827 -1.27052 -0.320547  1.81719  1.58826
#> iter: 1  value: -278.1864 mgc: 5.347716 ustep: 1 
#> iter: 2  value: -278.1896 mgc: 0.08264466 ustep: 1 
#> iter: 3  value: -278.1896 mgc: 0.0001698852 ustep: 1 
#> iter: 4  mgc: 7.761489e-10 
#> iter: 1  mgc: 7.761489e-10 
#> outer mgc:  13.24635 
#>  24:     234.21511: -4.42935 0.0124312 0.135771 -8.79785 -7.51682 -0.992135 -0.596446 -1.78804 -1.96859 -0.542103 -1.27374 -0.543123  1.81374  1.63419
#> iter: 1  value: -270.8195 mgc: 10.27115 ustep: 1 
#> iter: 2  value: -270.842 mgc: 0.1708772 ustep: 1 
#> iter: 3  value: -270.842 mgc: 0.0005158275 ustep: 1 
#> iter: 4  mgc: 7.116499e-09 
#> iter: 1  mgc: 7.116499e-09 
#> outer mgc:  31.3024 
#>  25:     230.78504: -4.50820 -0.165595 0.00476256 -8.75997 -7.89880 -0.980840 -0.613367 -1.81464 -1.88233 -0.460975 -1.30879 -1.21379  1.78918  1.59864
#> iter: 1  value: -252.8807 mgc: 7.682503 ustep: 1 
#> iter: 2  value: -252.8907 mgc: 0.1929707 ustep: 1 
#> iter: 3  value: -252.8907 mgc: 0.0006125532 ustep: 1 
#> iter: 4  mgc: 5.824964e-09 
#> iter: 1  value: -259.0701 mgc: 3.355626 ustep: 1 
#> iter: 2  value: -259.0747 mgc: 0.09159284 ustep: 1 
#> iter: 3  value: -259.0747 mgc: 0.0002111571 ustep: 1 
#> iter: 4  mgc: 1.103627e-09 
#> iter: 1  mgc: 1.103627e-09 
#> outer mgc:  44.80033 
#>  26:     230.24145: -4.49723 0.0247219 0.0760357 -8.92986 -8.05543 -0.955569 -0.634323 -1.79233 -1.80531 -0.463502 -1.30151 -1.24777  1.66257  1.62098
#> iter: 1  value: -263.0773 mgc: 1.889295 ustep: 1 
#> iter: 2  value: -263.0777 mgc: 0.04159974 ustep: 1 
#> iter: 3  value: -263.0777 mgc: 2.747685e-05 ustep: 1 
#> iter: 4  mgc: 1.112177e-11 
#> iter: 1  mgc: 1.112177e-11 
#> outer mgc:  15.1867 
#>  27:     226.12877: -4.48778 -0.0936062 0.135749 -8.83489 -8.08968 -0.955191 -0.632098 -1.80118 -1.79183 -0.479275 -1.30257 -1.22046  1.63363  1.62935
#> iter: 1  value: -264.1621 mgc: 2.282694 ustep: 1 
#> iter: 2  value: -264.1622 mgc: 0.01701854 ustep: 1 
#> iter: 3  value: -264.1622 mgc: 6.430493e-06 ustep: 1 
#> iter: 4  mgc: 9.366674e-13 
#> iter: 1  mgc: 9.366674e-13 
#> outer mgc:  7.286745 
#>  28:     224.69881: -4.47242 -0.0204808 0.132248 -8.80684 -8.21631 -0.942271 -0.621280 -1.81988 -1.78078 -0.535461 -1.30696 -1.18409  1.58533  1.63250
#> iter: 1  value: -268.4625 mgc: 1.928156 ustep: 1 
#> iter: 2  value: -268.4625 mgc: 0.00631264 ustep: 1 
#> iter: 3  value: -268.4625 mgc: 6.77203e-07 ustep: 1 
#> iter: 4  mgc: 3.308465e-13 
#> iter: 1  mgc: 3.308465e-13 
#> outer mgc:  6.750744 
#>  29:     223.66185: -4.44115 -0.0454598 0.156397 -8.79314 -8.36646 -0.964182 -0.640246 -1.82585 -1.76219 -0.565770 -1.31500 -1.19520  1.53821  1.65601
#> iter: 1  value: -269.1969 mgc: 1.36551 ustep: 1 
#> iter: 2  value: -269.1969 mgc: 0.003238595 ustep: 1 
#> iter: 3  value: -269.1969 mgc: 8.928903e-08 ustep: 1 
#> mgc: 2.819966e-13 
#> iter: 1  value: -272.7165 mgc: 4.142622 ustep: 1 
#> iter: 2  value: -272.7165 mgc: 0.006074106 ustep: 1 
#> iter: 3  value: -272.7165 mgc: 8.501621e-07 ustep: 1 
#> iter: 4  mgc: 3.206324e-13 
#> iter: 1  value: -281.2918 mgc: 21.13835 ustep: 1 
#> iter: 2  value: -281.2956 mgc: 0.2091902 ustep: 1 
#> iter: 3  value: -281.2956 mgc: 0.0002041278 ustep: 1 
#> iter: 4  mgc: 1.235454e-09 
#> iter: 1  mgc: 1.235454e-09 
#> outer mgc:  54.53717 
#>  30:     210.10306: -4.14128 -0.0913271 0.214019 -9.00569 -13.6108 -1.14942 -1.08730 -2.00987 -1.36632 -0.418456 -1.29352 -1.70808 -0.00471218  1.61034
#> iter: 1  value: -144.1518 mgc: 26.80586 ustep: 1 
#> iter: 2  value: -144.1935 mgc: 1.004954 ustep: 1 
#> iter: 3  value: -144.1935 mgc: 0.002415583 ustep: 1 
#> iter: 4  value: -144.1935 mgc: 7.567641e-08 ustep: 1 
#> mgc: 5.648815e-13 
#> iter: 1  value: -258.9605 mgc: 21.71033 ustep: 1 
#> iter: 2  value: -259.0276 mgc: 0.4712981 ustep: 1 
#> iter: 3  value: -259.0276 mgc: 0.003346957 ustep: 1 
#> iter: 4  value: -259.0276 mgc: 2.330501e-07 ustep: 1 
#> iter: 5  mgc: 3.801404e-13 
#> iter: 1  value: -290.9503 mgc: 10.08164 ustep: 1 
#> iter: 2  value: -290.9528 mgc: 0.09023508 ustep: 1 
#> iter: 3  value: -290.9528 mgc: 0.0001554182 ustep: 1 
#> iter: 4  mgc: 4.449675e-10 
#> iter: 1  mgc: 4.449675e-10 
#> outer mgc:  45.4792 
#>  31:     202.59531: -4.20327 -0.150141 0.132832 -8.75783 -13.5383 -1.11781 -1.04316 -2.00180 -1.46811 -0.434166 -1.25954 -1.60225 -0.0268762  1.60724
#> iter: 1  value: -309.8696 mgc: 2.284561 ustep: 1 
#> iter: 2  value: -309.8698 mgc: 0.02971359 ustep: 1 
#> iter: 3  value: -309.8698 mgc: 1.561484e-05 ustep: 1 
#> iter: 4  mgc: 5.600409e-12 
#> iter: 1  mgc: 5.600409e-12 
#> outer mgc:  13.34669 
#>  32:     194.34576: -4.21834 -0.0256886 0.150477 -8.83370 -13.2724 -1.11950 -1.00292 -1.98438 -1.51604 -0.461460 -1.26142 -1.55733 0.0114283  1.68544
#> iter: 1  value: -302.0409 mgc: 6.219868 ustep: 1 
#> iter: 2  value: -302.1324 mgc: 1.181611 ustep: 1 
#> iter: 3  value: -302.1324 mgc: 0.02406352 ustep: 1 
#> iter: 4  value: -302.1324 mgc: 7.748108e-06 ustep: 1 
#> iter: 5  mgc: 7.380763e-13 
#> iter: 1  mgc: 7.380763e-13 
#> outer mgc:  40.88934 
#>  33:     188.17370: -4.38169 -0.0399073 0.324546 -8.77329 -13.0903 -0.891819 -0.724520 -2.05286 -1.54459 -0.360068 -1.35903 -1.43023 -0.392296  1.66476
#> iter: 1  value: -322.9679 mgc: 4.881772 ustep: 1 
#> iter: 2  value: -323.0113 mgc: 0.5926252 ustep: 1 
#> iter: 3  value: -323.0113 mgc: 0.006474326 ustep: 1 
#> iter: 4  value: -323.0113 mgc: 6.897769e-07 ustep: 1 
#> iter: 5  mgc: 3.907985e-13 
#> iter: 1  mgc: 3.907985e-13 
#> outer mgc:  21.09037 
#>  34:     178.98076: -4.48877 -0.0899141 0.162405 -8.81490 -12.5597 -0.899134 -0.718559 -2.07095 -1.60646 -0.457695 -1.25465 -1.39493 -0.666120  1.72586
#> iter: 1  value: -293.8513 mgc: 14.01357 ustep: 1 
#> iter: 2  value: -293.9106 mgc: 0.3834907 ustep: 1 
#> iter: 3  value: -293.9106 mgc: 0.002884085 ustep: 1 
#> iter: 4  value: -293.9106 mgc: 1.68399e-07 ustep: 1 
#> iter: 5  mgc: 4.400924e-13 
#> iter: 1  value: -326.3296 mgc: 2.011766 ustep: 1 
#> iter: 2  value: -326.3296 mgc: 0.006708559 ustep: 1 
#> iter: 3  value: -326.3296 mgc: 5.22458e-07 ustep: 1 
#> iter: 4  mgc: 4.851675e-13 
#> iter: 1  mgc: 4.851675e-13 
#> outer mgc:  10.69308 
#>  35:     177.20880: -4.47940 -0.0141792 0.151105 -8.81597 -12.6057 -0.912536 -0.718951 -2.04867 -1.62518 -0.480460 -1.27954 -1.36957 -0.689622  1.72559
#> iter: 1  value: -326.5108 mgc: 1.560624 ustep: 1 
#> iter: 2  value: -326.5108 mgc: 0.0320211 ustep: 1 
#> iter: 3  value: -326.5108 mgc: 1.38204e-05 ustep: 1 
#> iter: 4  mgc: 2.943423e-12 
#> iter: 1  mgc: 2.943423e-12 
#> outer mgc:  18.83762 
#>  36:     176.17350: -4.46553 -0.0636806 0.186816 -8.77789 -12.6426 -0.923453 -0.718728 -2.01631 -1.63955 -0.505612 -1.30118 -1.33806 -0.724508  1.72099
#> iter: 1  value: -324.5007 mgc: 2.364197 ustep: 1 
#> iter: 2  value: -324.5008 mgc: 0.02090627 ustep: 1 
#> iter: 3  value: -324.5008 mgc: 6.673928e-06 ustep: 1 
#> iter: 4  mgc: 5.115908e-13 
#> iter: 1  mgc: 5.115908e-13 
#> outer mgc:  6.903825 
#>  37:     174.18354: -4.43444 -0.0273932 0.151595 -8.81065 -12.7065 -0.946388 -0.680826 -1.97840 -1.69005 -0.578201 -1.26908 -1.29921 -0.861426  1.65367
#> iter: 1  value: -318.404 mgc: 2.417187 ustep: 1 
#> iter: 2  value: -318.4041 mgc: 0.06073 ustep: 1 
#> iter: 3  value: -318.4041 mgc: 3.036674e-05 ustep: 1 
#> iter: 4  mgc: 1.029271e-11 
#> iter: 1  mgc: 1.029271e-11 
#> outer mgc:  6.597656 
#>  38:     173.66126: -4.42488 -0.0317991 0.173476 -8.78291 -12.6629 -0.936335 -0.818620 -1.91666 -1.70710 -0.621523 -1.34075 -1.24419 -0.948997  1.61415
#> iter: 1  value: -326.0155 mgc: 5.736101 ustep: 1 
#> iter: 2  value: -326.0156 mgc: 0.01440905 ustep: 1 
#> iter: 3  value: -326.0156 mgc: 2.34763e-06 ustep: 1 
#> iter: 4  mgc: 3.064216e-13 
#> iter: 1  mgc: 3.064216e-13 
#> outer mgc:  6.393193 
#>  39:     173.49985: -4.45636 -0.0205956 0.190425 -8.75726 -12.6899 -1.00678 -0.702376 -1.87821 -1.67950 -0.610590 -1.31962 -1.19911 -1.06059  1.69882
#> iter: 1  value: -308.6354 mgc: 3.48905 ustep: 1 
#> iter: 2  value: -308.6375 mgc: 0.07054491 ustep: 1 
#> iter: 3  value: -308.6375 mgc: 0.0001162529 ustep: 1 
#> iter: 4  mgc: 4.581384e-10 
#> iter: 1  value: -321.1948 mgc: 1.297135 ustep: 1 
#> iter: 2  value: -321.1949 mgc: 0.0123344 ustep: 1 
#> iter: 3  value: -321.1949 mgc: 2.542934e-06 ustep: 1 
#> iter: 4  mgc: 3.739231e-13 
#> iter: 1  mgc: 3.739231e-13 
#> outer mgc:  11.7335 
#>  40:     173.30958: -4.43721 0.00888701 0.154733 -8.77309 -12.6847 -0.978330 -0.701078 -1.88565 -1.67696 -0.614322 -1.31993 -1.19136 -1.05410  1.67424
#> iter: 1  value: -318.8068 mgc: 1.063111 ustep: 1 
#> iter: 2  value: -318.8068 mgc: 0.002885541 ustep: 1 
#> iter: 3  value: -318.8068 mgc: 1.483376e-07 ustep: 1 
#> iter: 4  mgc: 4.005685e-13 
#> iter: 1  mgc: 4.005685e-13 
#> outer mgc:  4.22415 
#>  41:     173.06619: -4.41659 -0.0262429 0.165155 -8.76852 -12.6866 -0.978327 -0.668302 -1.88295 -1.68580 -0.629500 -1.32283 -1.18831 -1.04733  1.64054
#> iter: 1  value: -318.7152 mgc: 0.6634064 ustep: 1 
#> iter: 2  value: -318.7152 mgc: 0.001065681 ustep: 1 
#> iter: 3  value: -318.7152 mgc: 2.266233e-08 ustep: 1 
#> mgc: 4.03233e-13 
#> iter: 1  mgc: 4.03233e-13 
#> outer mgc:  1.663537 
#>  42:     173.02125: -4.42111 -0.0157407 0.171551 -8.76984 -12.6872 -1.00263 -0.690093 -1.89914 -1.68984 -0.633780 -1.31429 -1.16847 -1.03119  1.59451
#> iter: 1  value: -318.1478 mgc: 0.7337517 ustep: 1 
#> iter: 2  value: -318.1479 mgc: 0.003124741 ustep: 1 
#> iter: 3  value: -318.1479 mgc: 3.153297e-07 ustep: 1 
#> iter: 4  mgc: 4.471978e-13 
#> iter: 1  value: -318.4257 mgc: 0.4272687 ustep: 1 
#> iter: 2  value: -318.4257 mgc: 0.0008093904 ustep: 1 
#> iter: 3  value: -318.4257 mgc: 1.995173e-08 ustep: 1 
#> mgc: 2.771117e-13 
#> iter: 1  mgc: 2.771117e-13 
#> outer mgc:  1.765216 
#>  43:     173.00662: -4.41462 -0.0119415 0.165682 -8.77396 -12.6861 -0.990903 -0.692575 -1.89793 -1.69354 -0.634671 -1.33162 -1.16564 -1.03031  1.59421
#> iter: 1  value: -317.9655 mgc: 0.2397375 ustep: 1 
#> iter: 2  value: -317.9655 mgc: 0.00013777 ustep: 1 
#> iter: 3  mgc: 4.969366e-10 
#> iter: 1  mgc: 4.969366e-10 
#> outer mgc:  0.3334667 
#>  44:     172.99357: -4.41409 -0.0160239 0.168630 -8.77196 -12.6872 -0.979295 -0.704833 -1.89653 -1.69091 -0.635725 -1.32725 -1.15910 -1.02908  1.60794
#> iter: 1  value: -317.9138 mgc: 0.4048184 ustep: 1 
#> iter: 2  value: -317.9138 mgc: 0.0002428299 ustep: 1 
#> iter: 3  mgc: 6.822258e-10 
#> iter: 1  value: -317.8385 mgc: 0.1310216 ustep: 1 
#> iter: 2  value: -317.8385 mgc: 6.116537e-05 ustep: 1 
#> iter: 3  mgc: 5.693401e-11 
#> iter: 1  mgc: 5.693401e-11 
#> outer mgc:  0.8626345 
#>  45:     172.99290: -4.41169 -0.0129020 0.167177 -8.77059 -12.6856 -0.980072 -0.701223 -1.89283 -1.69248 -0.636293 -1.32412 -1.15908 -1.02818  1.60936
#> iter: 1  value: -317.8852 mgc: 0.1549124 ustep: 1 
#> iter: 2  value: -317.8852 mgc: 0.0001807669 ustep: 1 
#> iter: 3  mgc: 4.137459e-10 
#> iter: 1  mgc: 4.137459e-10 
#> outer mgc:  0.5061025 
#>  46:     172.99220: -4.40999 -0.0144712 0.170068 -8.76868 -12.6831 -0.981699 -0.696229 -1.89011 -1.69419 -0.636531 -1.32504 -1.15949 -1.02661  1.60888
#> iter: 1  value: -317.6456 mgc: 0.06260032 ustep: 1 
#> iter: 2  value: -317.6456 mgc: 7.583335e-05 ustep: 1 
#> iter: 3  mgc: 1.30403e-10 
#> iter: 1  mgc: 1.30403e-10 
#> outer mgc:  0.3211066 
#>  47:     172.99102: -4.41515 -0.0159962 0.167548 -8.77104 -12.6861 -0.979983 -0.694852 -1.88989 -1.69366 -0.636228 -1.32558 -1.15968 -1.02973  1.60887
#> iter: 1  value: -317.9026 mgc: 0.05578606 ustep: 1 
#> iter: 2  value: -317.9026 mgc: 2.350708e-05 ustep: 1 
#> iter: 3  mgc: 1.470424e-11 
#> iter: 1  value: -317.809 mgc: 0.04106959 ustep: 1 
#> iter: 2  value: -317.809 mgc: 8.24867e-06 ustep: 1 
#> iter: 3  mgc: 1.702444e-12 
#> iter: 1  value: -317.715 mgc: 0.01959637 ustep: 1 
#> iter: 2  value: -317.715 mgc: 3.101846e-06 ustep: 1 
#> iter: 3  mgc: 3.756995e-13 
#> iter: 1  mgc: 3.756995e-13 
#> outer mgc:  0.1859053 
#>  48:     172.99084: -4.41498 -0.0149068 0.167014 -8.77122 -12.6861 -0.979822 -0.694991 -1.89005 -1.69397 -0.636089 -1.32587 -1.15962 -1.02984  1.60909
#> iter: 1  value: -317.7485 mgc: 0.009494436 ustep: 1 
#> iter: 2  value: -317.7485 mgc: 4.032485e-06 ustep: 1 
#> iter: 3  mgc: 3.090861e-13 
#> iter: 1  mgc: 3.090861e-13 
#> outer mgc:  0.05856524 
#>  49:     172.99069: -4.41467 -0.0152615 0.167485 -8.77101 -12.6858 -0.979449 -0.695339 -1.89017 -1.69421 -0.635440 -1.32597 -1.15967 -1.03052  1.60934
#> iter: 1  value: -317.7956 mgc: 0.01342568 ustep: 1 
#> iter: 2  value: -317.7956 mgc: 6.947781e-07 ustep: 1 
#> iter: 3  mgc: 4.267697e-13 
#> iter: 1  mgc: 4.267697e-13 
#> outer mgc:  0.1095504 
#>  50:     172.99061: -4.41435 -0.0147658 0.167493 -8.77090 -12.6856 -0.978831 -0.695741 -1.89024 -1.69443 -0.635102 -1.32603 -1.15952 -1.03093  1.61010
#> iter: 1  value: -317.8278 mgc: 0.01139514 ustep: 1 
#> iter: 2  value: -317.8278 mgc: 1.244893e-07 ustep: 1 
#> iter: 3  mgc: 3.357314e-13 
#> iter: 1  mgc: 3.357314e-13 
#> outer mgc:  0.02540421 
#>  51:     172.99057: -4.41439 -0.0149699 0.167532 -8.77075 -12.6856 -0.978383 -0.695872 -1.89009 -1.69445 -0.635635 -1.32619 -1.15913 -1.03040  1.61101
#> iter: 1  value: -317.7583 mgc: 0.0133024 ustep: 1 
#> iter: 2  value: -317.7583 mgc: 1.506062e-07 ustep: 1 
#> iter: 3  mgc: 3.508305e-13 
#> iter: 1  mgc: 3.508305e-13 
#> outer mgc:  0.112699 
#>  52:     172.99056: -4.41390 -0.0151417 0.167617 -8.77057 -12.6853 -0.977879 -0.695940 -1.88977 -1.69445 -0.634964 -1.32577 -1.15901 -1.03097  1.61133
#> iter: 1  value: -317.8121 mgc: 0.02170562 ustep: 1 
#> iter: 2  value: -317.8121 mgc: 1.297239e-06 ustep: 1 
#> iter: 3  mgc: 4.32987e-13 
#> iter: 1  mgc: 4.32987e-13 
#> outer mgc:  0.02652545 
#>  53:     172.99054: -4.41423 -0.0146853 0.167827 -8.77046 -12.6850 -0.977638 -0.696238 -1.88958 -1.69436 -0.634655 -1.32613 -1.15882 -1.03099  1.61231
#> iter: 1  value: -317.8718 mgc: 0.01760148 ustep: 1 
#> iter: 2  value: -317.8718 mgc: 2.608075e-07 ustep: 1 
#> iter: 3  mgc: 3.499423e-13 
#> iter: 1  value: -317.8296 mgc: 0.008518498 ustep: 1 
#> iter: 2  value: -317.8296 mgc: 1.12248e-06 ustep: 1 
#> iter: 3  mgc: 4.867218e-13 
#> iter: 1  mgc: 4.867218e-13 
#> outer mgc:  0.03527273 
#>  54:     172.99054: -4.41394 -0.0148487 0.167537 -8.77033 -12.6853 -0.977558 -0.696166 -1.88974 -1.69450 -0.634775 -1.32619 -1.15885 -1.03105  1.61221
#> iter: 1  value: -317.8421 mgc: 0.006550069 ustep: 1 
#> iter: 2  value: -317.8421 mgc: 7.301994e-07 ustep: 1 
#> iter: 3  mgc: 4.520828e-13 
#> iter: 1  mgc: 4.520828e-13 
#> outer mgc:  0.02074237 
#>  55:     172.99053: -4.41387 -0.0147440 0.167760 -8.77052 -12.6854 -0.977385 -0.695932 -1.88991 -1.69458 -0.635094 -1.32610 -1.15891 -1.03122  1.61227
#> iter: 1  value: -317.8271 mgc: 0.006358519 ustep: 1 
#> iter: 2  value: -317.8271 mgc: 1.413562e-07 ustep: 1 
#> iter: 3  mgc: 3.144152e-13 
#> iter: 1  mgc: 3.144152e-13 
#> outer mgc:  0.01298179 
#>  56:     172.99053: -4.41405 -0.0148418 0.167700 -8.77060 -12.6853 -0.977699 -0.696081 -1.88973 -1.69464 -0.634915 -1.32610 -1.15896 -1.03118  1.61191
#> iter: 1  value: -317.8134 mgc: 0.004891343 ustep: 1 
#> iter: 2  value: -317.8134 mgc: 3.842688e-08 ustep: 1 
#> mgc: 3.992362e-13 
#> iter: 1  mgc: 3.992362e-13 
#> outer mgc:  0.005555893 
#>  57:     172.99053: -4.41397 -0.0148260 0.167645 -8.77051 -12.6853 -0.977625 -0.695939 -1.88974 -1.69452 -0.634996 -1.32610 -1.15888 -1.03109  1.61198
#> iter: 1  value: -317.8353 mgc: 0.002286096 ustep: 1 
#> iter: 2  value: -317.8353 mgc: 1.078492e-08 ustep: 1 
#> mgc: 2.779998e-13 
#> iter: 1  mgc: 2.779998e-13 
#> outer mgc:  0.003463432 
#>  58:     172.99053: -4.41397 -0.0148315 0.167661 -8.77052 -12.6854 -0.977595 -0.696010 -1.88981 -1.69461 -0.634982 -1.32609 -1.15893 -1.03115  1.61206
#> iter: 1  value: -317.8233 mgc: 0.001271889 ustep: 1 
#> iter: 2  value: -317.8233 mgc: 1.361069e-08 ustep: 1 
#> mgc: 3.170797e-13 
#> iter: 1  mgc: 3.170797e-13 
#> outer mgc:  0.002505146 
#>  59:     172.99053: -4.41397 -0.0148256 0.167678 -8.77054 -12.6854 -0.977614 -0.696014 -1.88977 -1.69456 -0.634958 -1.32611 -1.15891 -1.03114  1.61200
#> iter: 1  value: -317.8264 mgc: 0.0008803822 ustep: 1 
#> iter: 2  mgc: 8.38502e-09 
#> iter: 1  value: -317.825 mgc: 0.000448749 ustep: 1 
#> iter: 2  mgc: 4.708595e-09 
#> iter: 1  mgc: 4.708595e-09 
#> outer mgc:  0.0006627251 
#>  60:     172.99053: -4.41398 -0.0148276 0.167665 -8.77053 -12.6853 -0.977619 -0.696009 -1.88978 -1.69457 -0.634972 -1.32610 -1.15891 -1.03114  1.61201
#> iter: 1  value: -317.8264 mgc: 0.0003244815 ustep: 1 
#> iter: 2  mgc: 9.97904e-11 
#> iter: 1  mgc: 9.97904e-11 
#> outer mgc:  0.0003343448 
#>  61:     172.99053: -4.41398 -0.0148272 0.167668 -8.77053 -12.6853 -0.977614 -0.695997 -1.88978 -1.69458 -0.634974 -1.32610 -1.15892 -1.03113  1.61202
#> iter: 1  mgc: 9.97904e-11 
#> iter: 1  mgc: 9.97904e-11 
#> outer mgc:  0.0003343448 
#> iter: 1  value: -317.8269 mgc: 0.001584339 ustep: 1 
#> iter: 2  value: -317.8269 mgc: 1.977261e-08 ustep: 1 
#> mgc: 2.496892e-13 
#> outer mgc:  0.06892758 
#> iter: 1  value: -317.8259 mgc: 0.001584339 ustep: 1 
#> iter: 2  value: -317.8259 mgc: 1.977139e-08 ustep: 1 
#> mgc: 2.857159e-13 
#> outer mgc:  0.06872653 
#> iter: 1  value: -317.8274 mgc: 0.01418517 ustep: 1 
#> iter: 2  value: -317.8274 mgc: 2.110975e-06 ustep: 1 
#> iter: 3  mgc: 3.08864e-13 
#> outer mgc:  0.3950365 
#> iter: 1  value: -317.8251 mgc: 0.01418517 ustep: 1 
#> iter: 2  value: -317.8251 mgc: 2.109506e-06 ustep: 1 
#> iter: 3  mgc: 3.517187e-13 
#> outer mgc:  0.3946623 
#> iter: 1  value: -317.8276 mgc: 0.01418517 ustep: 1 
#> iter: 2  value: -317.8276 mgc: 1.528996e-05 ustep: 1 
#> iter: 3  mgc: 3.886669e-12 
#> outer mgc:  0.2232243 
#> iter: 1  value: -317.825 mgc: 0.01418517 ustep: 1 
#> iter: 2  value: -317.825 mgc: 1.526144e-05 ustep: 1 
#> iter: 3  mgc: 3.796075e-12 
#> outer mgc:  0.2234485 
#> iter: 1  value: -317.8267 mgc: 0.01015366 ustep: 1 
#> iter: 2  value: -317.8267 mgc: 3.627307e-07 ustep: 1 
#> iter: 3  mgc: 3.43281e-13 
#> outer mgc:  0.1675625 
#> iter: 1  value: -317.826 mgc: 0.01015366 ustep: 1 
#> iter: 2  value: -317.826 mgc: 3.626518e-07 ustep: 1 
#> iter: 3  mgc: 2.908784e-13 
#> outer mgc:  0.1669726 
#> iter: 1  value: -317.8267 mgc: 0.007863787 ustep: 1 
#> iter: 2  value: -317.8267 mgc: 2.930664e-07 ustep: 1 
#> iter: 3  mgc: 3.914646e-13 
#> outer mgc:  0.1190796 
#> iter: 1  value: -317.826 mgc: 0.007863787 ustep: 1 
#> iter: 2  value: -317.826 mgc: 2.930004e-07 ustep: 1 
#> iter: 3  mgc: 3.625988e-13 
#> outer mgc:  0.119747 
#> iter: 1  value: -317.724 mgc: 0.02700518 ustep: 1 
#> iter: 2  value: -317.724 mgc: 4.301899e-07 ustep: 1 
#> iter: 3  mgc: 3.181899e-13 
#> outer mgc:  0.07924173 
#> iter: 1  value: -317.9288 mgc: 0.02705924 ustep: 1 
#> iter: 2  value: -317.9288 mgc: 4.309809e-07 ustep: 1 
#> iter: 3  mgc: 2.864375e-13 
#> outer mgc:  0.07943836 
#> iter: 1  value: -317.8237 mgc: 0.01471117 ustep: 1 
#> iter: 2  value: -317.8237 mgc: 2.242993e-08 ustep: 1 
#> mgc: 3.03757e-13 
#> outer mgc:  0.02852114 
#> iter: 1  value: -317.8291 mgc: 0.01474062 ustep: 1 
#> iter: 2  value: -317.8291 mgc: 2.249113e-08 ustep: 1 
#> mgc: 3.450573e-13 
#> outer mgc:  0.02832302 
#> iter: 1  value: -317.7196 mgc: 0.02076554 ustep: 1 
#> iter: 2  value: -317.7196 mgc: 7.736292e-07 ustep: 1 
#> iter: 3  mgc: 4.192202e-13 
#> outer mgc:  0.0658425 
#> iter: 1  value: -317.9332 mgc: 0.02080711 ustep: 1 
#> iter: 2  value: -317.9332 mgc: 7.758003e-07 ustep: 1 
#> iter: 3  mgc: 3.033129e-13 
#> outer mgc:  0.06565988 
#> iter: 1  value: -317.712 mgc: 0.02655128 ustep: 1 
#> iter: 2  value: -317.712 mgc: 1.005326e-06 ustep: 1 
#> iter: 3  mgc: 3.956835e-13 
#> outer mgc:  0.07355507 
#> iter: 1  value: -317.9409 mgc: 0.02660444 ustep: 1 
#> iter: 2  value: -317.9409 mgc: 1.006109e-06 ustep: 1 
#> iter: 3  mgc: 3.845813e-13 
#> outer mgc:  0.07363618 
#> iter: 1  value: -317.8261 mgc: 0.002342243 ustep: 1 
#> iter: 2  value: -317.8261 mgc: 3.175867e-08 ustep: 1 
#> mgc: 3.206324e-13 
#> outer mgc:  0.03767417 
#> iter: 1  value: -317.8268 mgc: 0.002346932 ustep: 1 
#> iter: 2  value: -317.8268 mgc: 3.188167e-08 ustep: 1 
#> mgc: 2.956246e-13 
#> outer mgc:  0.03751077 
#> iter: 1  value: -317.7889 mgc: 0.01970131 ustep: 1 
#> iter: 2  value: -317.7889 mgc: 1.601884e-06 ustep: 1 
#> iter: 3  mgc: 4.325429e-13 
#> outer mgc:  0.1715052 
#> iter: 1  value: -317.8638 mgc: 0.01974076 ustep: 1 
#> iter: 2  value: -317.8638 mgc: 1.604483e-06 ustep: 1 
#> iter: 3  mgc: 3.93019e-13 
#> outer mgc:  0.1712921 
#> iter: 1  value: -317.8232 mgc: 0.01187596 ustep: 1 
#> iter: 2  value: -317.8232 mgc: 1.867613e-08 ustep: 1 
#> mgc: 3.297362e-13 
#> outer mgc:  0.03157782 
#> iter: 1  value: -317.8296 mgc: 0.01189974 ustep: 1 
#> iter: 2  value: -317.8296 mgc: 1.873079e-08 ustep: 1 
#> mgc: 3.828049e-13 
#> outer mgc:  0.03163148 
#> iter: 1  value: -317.8228 mgc: 0.01474234 ustep: 1 
#> iter: 2  value: -317.8228 mgc: 8.284787e-08 ustep: 1 
#> mgc: 4.831691e-13 
#> outer mgc:  0.02844275 
#> iter: 1  value: -317.8301 mgc: 0.01477186 ustep: 1 
#> iter: 2  value: -317.8301 mgc: 8.307753e-08 ustep: 1 
#> mgc: 3.446132e-13 
#> outer mgc:  0.02827266 
#> iter: 1  value: -317.9228 mgc: 0.02667684 ustep: 1 
#> iter: 2  value: -317.9228 mgc: 2.102875e-07 ustep: 1 
#> iter: 3  mgc: 2.611245e-13 
#> outer mgc:  0.04223987 
#> iter: 1  value: -317.7301 mgc: 0.02662278 ustep: 1 
#> iter: 2  value: -317.7301 mgc: 2.100091e-07 ustep: 1 
#> iter: 3  mgc: 3.055334e-13 
#> outer mgc:  0.0420606 
#> iter: 1  value: -317.8262 mgc: 0.000111746 ustep: 1 
#> iter: 2  mgc: 1.215206e-11 
#> iter: 1  mgc: 1.215206e-11 
#> outer mgc:  1.898292e-09 
#> iter: 1  value: -317.8267 mgc: 0.00158435 ustep: 1 
#> iter: 2  value: -317.8267 mgc: 1.97728e-08 ustep: 1 
#> mgc: 4.005685e-13 
#> outer mgc:  0.06882747 
#> iter: 1  value: -317.8257 mgc: 0.00158435 ustep: 1 
#> iter: 2  value: -317.8257 mgc: 1.977154e-08 ustep: 1 
#> mgc: 3.179124e-13 
#> outer mgc:  0.06882745 
#> iter: 1  value: -317.8272 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8272 mgc: 2.110976e-06 ustep: 1 
#> iter: 3  mgc: 2.702838e-13 
#> outer mgc:  0.3948561 
#> iter: 1  value: -317.8249 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8249 mgc: 2.109506e-06 ustep: 1 
#> iter: 3  mgc: 2.966516e-13 
#> outer mgc:  0.3948443 
#> iter: 1  value: -317.8274 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8274 mgc: 1.529001e-05 ustep: 1 
#> iter: 3  mgc: 3.833378e-12 
#> outer mgc:  0.223408 
#> iter: 1  value: -317.8248 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8248 mgc: 1.526148e-05 ustep: 1 
#> iter: 3  mgc: 3.856471e-12 
#> outer mgc:  0.2232658 
#> iter: 1  value: -317.8265 mgc: 0.01015366 ustep: 1 
#> iter: 2  value: -317.8265 mgc: 3.627291e-07 ustep: 1 
#> iter: 3  mgc: 4.511946e-13 
#> outer mgc:  0.167268 
#> iter: 1  value: -317.8258 mgc: 0.01015366 ustep: 1 
#> iter: 2  value: -317.8258 mgc: 3.626502e-07 ustep: 1 
#> iter: 3  mgc: 3.774758e-13 
#> outer mgc:  0.1672671 
#> iter: 1  value: -317.8265 mgc: 0.007863844 ustep: 1 
#> iter: 2  value: -317.8265 mgc: 2.930693e-07 ustep: 1 
#> iter: 3  mgc: 4.389822e-13 
#> outer mgc:  0.1194146 
#> iter: 1  value: -317.8258 mgc: 0.007863844 ustep: 1 
#> iter: 2  value: -317.8258 mgc: 2.930032e-07 ustep: 1 
#> iter: 3  mgc: 3.721468e-13 
#> outer mgc:  0.1194134 
#> iter: 1  value: -317.7238 mgc: 0.02700512 ustep: 1 
#> iter: 2  value: -317.7238 mgc: 4.301895e-07 ustep: 1 
#> iter: 3  mgc: 3.059775e-13 
#> outer mgc:  0.07932898 
#> iter: 1  value: -317.9286 mgc: 0.02705918 ustep: 1 
#> iter: 2  value: -317.9286 mgc: 4.309806e-07 ustep: 1 
#> iter: 3  mgc: 3.712586e-13 
#> outer mgc:  0.07935113 
#> iter: 1  value: -317.8235 mgc: 0.01471126 ustep: 1 
#> iter: 2  value: -317.8235 mgc: 2.243012e-08 ustep: 1 
#> mgc: 4.822809e-13 
#> outer mgc:  0.02841077 
#> iter: 1  value: -317.8289 mgc: 0.01474072 ustep: 1 
#> iter: 2  value: -317.8289 mgc: 2.249118e-08 ustep: 1 
#> mgc: 3.463896e-13 
#> outer mgc:  0.02843355 
#> iter: 1  value: -317.7194 mgc: 0.02076555 ustep: 1 
#> iter: 2  value: -317.7194 mgc: 7.736327e-07 ustep: 1 
#> iter: 3  mgc: 3.893275e-13 
#> outer mgc:  0.06578632 
#> iter: 1  value: -317.933 mgc: 0.02080712 ustep: 1 
#> iter: 2  value: -317.933 mgc: 7.758037e-07 ustep: 1 
#> iter: 3  mgc: 3.876899e-13 
#> outer mgc:  0.06571577 
#> iter: 1  value: -317.7117 mgc: 0.02655122 ustep: 1 
#> iter: 2  value: -317.7117 mgc: 1.005327e-06 ustep: 1 
#> iter: 3  mgc: 3.885781e-13 
#> outer mgc:  0.07364229 
#> iter: 1  value: -317.9407 mgc: 0.02660437 ustep: 1 
#> iter: 2  value: -317.9407 mgc: 1.006109e-06 ustep: 1 
#> iter: 3  mgc: 3.073097e-13 
#> outer mgc:  0.07354949 
#> iter: 1  value: -317.8259 mgc: 0.002342253 ustep: 1 
#> iter: 2  value: -317.8259 mgc: 3.175881e-08 ustep: 1 
#> mgc: 2.446654e-13 
#> outer mgc:  0.03755967 
#> iter: 1  value: -317.8265 mgc: 0.002346942 ustep: 1 
#> iter: 2  value: -317.8265 mgc: 3.188184e-08 ustep: 1 
#> mgc: 2.842171e-13 
#> outer mgc:  0.03762568 
#> iter: 1  value: -317.7887 mgc: 0.01970133 ustep: 1 
#> iter: 2  value: -317.7887 mgc: 1.601886e-06 ustep: 1 
#> iter: 3  mgc: 3.204104e-13 
#> outer mgc:  0.1713466 
#> iter: 1  value: -317.8636 mgc: 0.01974077 ustep: 1 
#> iter: 2  value: -317.8636 mgc: 1.604485e-06 ustep: 1 
#> iter: 3  mgc: 4.507505e-13 
#> outer mgc:  0.1714509 
#> iter: 1  value: -317.823 mgc: 0.01187598 ustep: 1 
#> iter: 2  value: -317.823 mgc: 1.867578e-08 ustep: 1 
#> mgc: 3.417822e-13 
#> outer mgc:  0.03158939 
#> iter: 1  value: -317.8294 mgc: 0.01189976 ustep: 1 
#> iter: 2  value: -317.8294 mgc: 1.873029e-08 ustep: 1 
#> mgc: 3.779199e-13 
#> outer mgc:  0.03161989 
#> iter: 1  value: -317.8226 mgc: 0.01474246 ustep: 1 
#> iter: 2  value: -317.8226 mgc: 8.284922e-08 ustep: 1 
#> mgc: 4.787282e-13 
#> outer mgc:  0.02834789 
#> iter: 1  value: -317.8299 mgc: 0.01477198 ustep: 1 
#> iter: 2  value: -317.8299 mgc: 8.307883e-08 ustep: 1 
#> mgc: 3.785861e-13 
#> outer mgc:  0.02836765 
#> iter: 1  value: -317.9226 mgc: 0.02667678 ustep: 1 
#> iter: 2  value: -317.9226 mgc: 2.102873e-07 ustep: 1 
#> iter: 3  mgc: 4.307665e-13 
#> outer mgc:  0.04215259 
#> iter: 1  value: -317.7299 mgc: 0.02662272 ustep: 1 
#> iter: 2  value: -317.7299 mgc: 2.100088e-07 ustep: 1 
#> iter: 3  mgc: 3.357314e-13 
#> outer mgc:  0.0421478 
#> iter: 1  mgc: 5.845714e-10 
#> iter: 1  mgc: 5.845714e-10 
#> outer mgc:  4.995587e-12 
#> iter: 1  value: -317.8267 mgc: 0.00158435 ustep: 1 
#> iter: 2  value: -317.8267 mgc: 1.97728e-08 ustep: 1 
#> mgc: 3.925749e-13 
#> outer mgc:  0.06882747 
#> iter: 1  value: -317.8257 mgc: 0.00158435 ustep: 1 
#> iter: 2  value: -317.8257 mgc: 1.977154e-08 ustep: 1 
#> mgc: 3.352874e-13 
#> outer mgc:  0.06882745 
#> iter: 1  value: -317.8272 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8272 mgc: 2.110976e-06 ustep: 1 
#> iter: 3  mgc: 3.148592e-13 
#> outer mgc:  0.3948561 
#> iter: 1  value: -317.8249 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8249 mgc: 2.109506e-06 ustep: 1 
#> iter: 3  mgc: 3.68594e-13 
#> outer mgc:  0.3948443 
#> iter: 1  value: -317.8274 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8274 mgc: 1.529001e-05 ustep: 1 
#> iter: 3  mgc: 3.829825e-12 
#> outer mgc:  0.223408 
#> iter: 1  value: -317.8248 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8248 mgc: 1.526148e-05 ustep: 1 
#> iter: 3  mgc: 3.927525e-12 
#> outer mgc:  0.2232658 
#> iter: 1  value: -317.8265 mgc: 0.01015366 ustep: 1 
#> iter: 2  value: -317.8265 mgc: 3.627291e-07 ustep: 1 
#> iter: 3  mgc: 3.443912e-13 
#> outer mgc:  0.167268 
#> iter: 1  value: -317.8258 mgc: 0.01015366 ustep: 1 
#> iter: 2  value: -317.8258 mgc: 3.626502e-07 ustep: 1 
#> iter: 3  mgc: 3.614886e-13 
#> outer mgc:  0.1672671 
#> iter: 1  value: -317.8265 mgc: 0.007863844 ustep: 1 
#> iter: 2  value: -317.8265 mgc: 2.930692e-07 ustep: 1 
#> iter: 3  mgc: 3.206324e-13 
#> outer mgc:  0.1194146 
#> iter: 1  value: -317.8258 mgc: 0.007863845 ustep: 1 
#> iter: 2  value: -317.8258 mgc: 2.930031e-07 ustep: 1 
#> iter: 3  mgc: 3.250733e-13 
#> outer mgc:  0.1194134 
#> iter: 1  value: -317.7238 mgc: 0.02700512 ustep: 1 
#> iter: 2  value: -317.7238 mgc: 4.301894e-07 ustep: 1 
#> iter: 3  mgc: 4.494183e-13 
#> outer mgc:  0.07932898 
#> iter: 1  value: -317.9286 mgc: 0.02705918 ustep: 1 
#> iter: 2  value: -317.9286 mgc: 4.309804e-07 ustep: 1 
#> iter: 3  mgc: 2.448042e-13 
#> outer mgc:  0.07935113 
#> iter: 1  value: -317.8235 mgc: 0.01471126 ustep: 1 
#> iter: 2  value: -317.8235 mgc: 2.243013e-08 ustep: 1 
#> mgc: 2.695622e-13 
#> outer mgc:  0.02841077 
#> iter: 1  value: -317.8289 mgc: 0.01474072 ustep: 1 
#> iter: 2  value: -317.8289 mgc: 2.249123e-08 ustep: 1 
#> mgc: 3.5974e-13 
#> outer mgc:  0.02843355 
#> iter: 1  value: -317.7194 mgc: 0.02076555 ustep: 1 
#> iter: 2  value: -317.7194 mgc: 7.736326e-07 ustep: 1 
#> iter: 3  mgc: 3.472778e-13 
#> outer mgc:  0.06578632 
#> iter: 1  value: -317.933 mgc: 0.02080712 ustep: 1 
#> iter: 2  value: -317.933 mgc: 7.758037e-07 ustep: 1 
#> iter: 3  mgc: 2.926548e-13 
#> outer mgc:  0.06571577 
#> iter: 1  value: -317.7117 mgc: 0.02655122 ustep: 1 
#> iter: 2  value: -317.7117 mgc: 1.005327e-06 ustep: 1 
#> iter: 3  mgc: 4.067857e-13 
#> outer mgc:  0.07364229 
#> iter: 1  value: -317.9407 mgc: 0.02660437 ustep: 1 
#> iter: 2  value: -317.9407 mgc: 1.00611e-06 ustep: 1 
#> iter: 3  mgc: 3.206879e-13 
#> outer mgc:  0.07354949 
#> iter: 1  value: -317.8259 mgc: 0.002342253 ustep: 1 
#> iter: 2  value: -317.8259 mgc: 3.175878e-08 ustep: 1 
#> mgc: 4.400924e-13 
#> outer mgc:  0.03755967 
#> iter: 1  value: -317.8265 mgc: 0.002346942 ustep: 1 
#> iter: 2  value: -317.8265 mgc: 3.188184e-08 ustep: 1 
#> mgc: 4.03233e-13 
#> outer mgc:  0.03762568 
#> iter: 1  value: -317.7887 mgc: 0.01970133 ustep: 1 
#> iter: 2  value: -317.7887 mgc: 1.601886e-06 ustep: 1 
#> iter: 3  mgc: 4.805045e-13 
#> outer mgc:  0.1713466 
#> iter: 1  value: -317.8636 mgc: 0.01974077 ustep: 1 
#> iter: 2  value: -317.8636 mgc: 1.604485e-06 ustep: 1 
#> iter: 3  mgc: 4.023448e-13 
#> outer mgc:  0.1714509 
#> iter: 1  value: -317.823 mgc: 0.01187598 ustep: 1 
#> iter: 2  value: -317.823 mgc: 1.867575e-08 ustep: 1 
#> mgc: 3.748113e-13 
#> outer mgc:  0.03158939 
#> iter: 1  value: -317.8294 mgc: 0.01189975 ustep: 1 
#> iter: 2  value: -317.8294 mgc: 1.873036e-08 ustep: 1 
#> mgc: 3.574918e-13 
#> outer mgc:  0.03161989 
#> iter: 1  value: -317.8226 mgc: 0.01474246 ustep: 1 
#> iter: 2  value: -317.8226 mgc: 8.284916e-08 ustep: 1 
#> mgc: 3.43725e-13 
#> outer mgc:  0.02834789 
#> iter: 1  value: -317.8299 mgc: 0.01477198 ustep: 1 
#> iter: 2  value: -317.8299 mgc: 8.307879e-08 ustep: 1 
#> mgc: 3.859135e-13 
#> outer mgc:  0.02836765 
#> iter: 1  value: -317.9226 mgc: 0.02667678 ustep: 1 
#> iter: 2  value: -317.9226 mgc: 2.102874e-07 ustep: 1 
#> iter: 3  mgc: 3.907985e-13 
#> outer mgc:  0.04215259 
#> iter: 1  value: -317.7299 mgc: 0.02662272 ustep: 1 
#> iter: 2  value: -317.7299 mgc: 2.100089e-07 ustep: 1 
#> iter: 3  mgc: 3.490541e-13 
#> outer mgc:  0.0421478 
#> iter: 1  mgc: 5.836864e-10 
#> iter: 1  mgc: 5.836864e-10 
#> outer mgc:  6.934453e-13 
#> iter: 1  value: -317.8267 mgc: 0.00158435 ustep: 1 
#> iter: 2  value: -317.8267 mgc: 1.977278e-08 ustep: 1 
#> mgc: 3.326228e-13 
#> outer mgc:  0.06882747 
#> iter: 1  value: -317.8257 mgc: 0.00158435 ustep: 1 
#> iter: 2  value: -317.8257 mgc: 1.977159e-08 ustep: 1 
#> mgc: 2.661205e-13 
#> outer mgc:  0.06882745 
#> iter: 1  value: -317.8272 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8272 mgc: 2.110976e-06 ustep: 1 
#> iter: 3  mgc: 3.428369e-13 
#> outer mgc:  0.3948561 
#> iter: 1  value: -317.8249 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8249 mgc: 2.109506e-06 ustep: 1 
#> iter: 3  mgc: 3.275158e-13 
#> outer mgc:  0.3948443 
#> iter: 1  value: -317.8274 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8274 mgc: 1.529001e-05 ustep: 1 
#> iter: 3  mgc: 3.856471e-12 
#> outer mgc:  0.223408 
#> iter: 1  value: -317.8248 mgc: 0.0141852 ustep: 1 
#> iter: 2  value: -317.8248 mgc: 1.526148e-05 ustep: 1 
#> iter: 3  mgc: 3.847589e-12 
#> outer mgc:  0.2232658 
#> iter: 1  value: -317.8265 mgc: 0.01015366 ustep: 1 
#> iter: 2  value: -317.8265 mgc: 3.627291e-07 ustep: 1 
#> iter: 3  mgc: 4.143352e-13 
#> outer mgc:  0.167268 
#> iter: 1  value: -317.8258 mgc: 0.01015366 ustep: 1 
#> iter: 2  value: -317.8258 mgc: 3.626502e-07 ustep: 1 
#> iter: 3  mgc: 3.210765e-13 
#> outer mgc:  0.1672671 
#> iter: 1  value: -317.8265 mgc: 0.007863844 ustep: 1 
#> iter: 2  value: -317.8265 mgc: 2.930692e-07 ustep: 1 
#> iter: 3  mgc: 3.668177e-13 
#> outer mgc:  0.1194146 
#> iter: 1  value: -317.8258 mgc: 0.007863845 ustep: 1 
#> iter: 2  value: -317.8258 mgc: 2.930031e-07 ustep: 1 
#> iter: 3  mgc: 4.37872e-13 
#> outer mgc:  0.1194134 
#> iter: 1  value: -317.7238 mgc: 0.02700512 ustep: 1 
#> iter: 2  value: -317.7238 mgc: 4.301894e-07 ustep: 1 
#> iter: 3  mgc: 3.63265e-13 
#> outer mgc:  0.07932898 
#> iter: 1  value: -317.9286 mgc: 0.02705918 ustep: 1 
#> iter: 2  value: -317.9286 mgc: 4.309806e-07 ustep: 1 
#> iter: 3  mgc: 4.360956e-13 
#> outer mgc:  0.07935113 
#> iter: 1  value: -317.8235 mgc: 0.01471126 ustep: 1 
#> iter: 2  value: -317.8235 mgc: 2.243018e-08 ustep: 1 
#> mgc: 3.836931e-13 
#> outer mgc:  0.02841077 
#> iter: 1  value: -317.8289 mgc: 0.01474072 ustep: 1 
#> iter: 2  value: -317.8289 mgc: 2.249118e-08 ustep: 1 
#> mgc: 3.588241e-13 
#> outer mgc:  0.02843355 
#> iter: 1  value: -317.7194 mgc: 0.02076555 ustep: 1 
#> iter: 2  value: -317.7194 mgc: 7.736327e-07 ustep: 1 
#> iter: 3  mgc: 4.143352e-13 
#> outer mgc:  0.06578632 
#> iter: 1  value: -317.933 mgc: 0.02080712 ustep: 1 
#> iter: 2  value: -317.933 mgc: 7.758038e-07 ustep: 1 
#> iter: 3  mgc: 2.327027e-13 
#> outer mgc:  0.06571577 
#> iter: 1  value: -317.7117 mgc: 0.02655122 ustep: 1 
#> iter: 2  value: -317.7117 mgc: 1.005327e-06 ustep: 1 
#> iter: 3  mgc: 2.877698e-13 
#> outer mgc:  0.07364229 
#> iter: 1  value: -317.9407 mgc: 0.02660437 ustep: 1 
#> iter: 2  value: -317.9407 mgc: 1.006109e-06 ustep: 1 
#> iter: 3  mgc: 3.099743e-13 
#> outer mgc:  0.07354949 
#> iter: 1  value: -317.8259 mgc: 0.002342253 ustep: 1 
#> iter: 2  value: -317.8259 mgc: 3.175879e-08 ustep: 1 
#> mgc: 3.410605e-13 
#> outer mgc:  0.03755967 
#> iter: 1  value: -317.8265 mgc: 0.002346942 ustep: 1 
#> iter: 2  value: -317.8265 mgc: 3.188184e-08 ustep: 1 
#> mgc: 3.73479e-13 
#> outer mgc:  0.03762568 
#> iter: 1  value: -317.7887 mgc: 0.01970133 ustep: 1 
#> iter: 2  value: -317.7887 mgc: 1.601886e-06 ustep: 1 
#> iter: 3  mgc: 3.570477e-13 
#> outer mgc:  0.1713466 
#> iter: 1  value: -317.8636 mgc: 0.01974077 ustep: 1 
#> iter: 2  value: -317.8636 mgc: 1.604485e-06 ustep: 1 
#> iter: 3  mgc: 3.13527e-13 
#> outer mgc:  0.1714509 
#> iter: 1  value: -317.823 mgc: 0.01187598 ustep: 1 
#> iter: 2  value: -317.823 mgc: 1.867576e-08 ustep: 1 
#> mgc: 3.295419e-13 
#> outer mgc:  0.03158939 
#> iter: 1  value: -317.8294 mgc: 0.01189975 ustep: 1 
#> iter: 2  value: -317.8294 mgc: 1.873032e-08 ustep: 1 
#> mgc: 3.179679e-13 
#> outer mgc:  0.03161989 
#> iter: 1  value: -317.8226 mgc: 0.01474246 ustep: 1 
#> iter: 2  value: -317.8226 mgc: 8.284924e-08 ustep: 1 
#> mgc: 2.726708e-13 
#> outer mgc:  0.02834789 
#> iter: 1  value: -317.8299 mgc: 0.01477198 ustep: 1 
#> iter: 2  value: -317.8299 mgc: 8.307882e-08 ustep: 1 
#> mgc: 4.405365e-13 
#> outer mgc:  0.02836765 
#> iter: 1  value: -317.9226 mgc: 0.02667678 ustep: 1 
#> iter: 2  value: -317.9226 mgc: 2.102874e-07 ustep: 1 
#> iter: 3  mgc: 3.241851e-13 
#> outer mgc:  0.04215259 
#> iter: 1  value: -317.7299 mgc: 0.02662272 ustep: 1 
#> iter: 2  value: -317.7299 mgc: 2.100089e-07 ustep: 1 
#> iter: 3  mgc: 4.13003e-13 
#> outer mgc:  0.0421478 
#> outer mgc:  1 
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HERAS.sams <- FLSAMs(sam.list)

#Plot results
plot(HERAS.sams)


#Plot catchability coefficients for different levels
qs.dat <- catchabilities(HERAS.sams)
xyplot(value ~ age,data=qs.dat,groups=name,type="b",
    subset=fleet=="HERAS",auto.key=TRUE)  


#Update stock object
NSH.HERAS <- NSH + HERAS.sams
plot(NSH.HERAS)


#Compare models with AIC
HERAS.aics <-AIC(HERAS.sams)
plot(HERAS.aics,xaxt="n",xlab="Model",ylab="AIC")
axis(1,at=seq(HERAS.aics),labels=names(HERAS.aics)) #three lvls looks best