Reset training subject: 119081087507300
Reset training subject: 119110689572400
Adding measurement 378cb4ad to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.973462938913144;dx=-1.6404573938172438E-6
New Minimum: 9.973462938913144 > 9.973447239492089
WOLFE (weak): th(2.154434690031884)=9.973447239492089; dx=-1.6530474260872338E-6 evalInputDelta=1.5699421055614948E-5
New Minimum: 9.973447239492089 > 9.973431655787863
WOLFE (weak): th(4.308869380063768)=9.973431655787863; dx=-1.6161873312362682E-6 evalInputDelta=3.128312528133392E-5
New Minimum: 9.973431655787863 > 9.973368900711648
WOLFE (weak): th(12.926608140191302)=9.973368900711648; dx=-1.6170277733252985E-6 evalInputDelta=9.403820149600506E-5
New Minimum: 9.973368900711648 > 9.973086585756391
WOLFE (weak): th(51.70643256076521)=9.973086585756391; dx=-1.5308697748335777E-6 evalInputDelta=3.763531567528844E-4
New Minimum: 9.973086585756391 > 9.971577430609614
WOLFE (weak): th(258.53216280382605)=9.971577430609614; dx=-1.6463535070052076E-6 evalInputDelta=0.0018855083035305142
New Minimum: 9.971577430609614 > 9.961999672697857
WOLFE (weak): th(1551.1929768229563)=9.961999672697857; dx=-1.6928057359448636E-6 evalInputDelta=0.011463266215287149
New Minimum: 9.961999672697857 > 9.887727584922686
WOLFE (weak): th(10858.350837760694)=9.887727584922686; dx=-1.7859136583897973E-6 evalInputDelta=0.08573535399045795
New Minimum: 9.887727584922686 > 9.370750118745491
END: th(86866.80670208555)=9.370750118745491; dx=-1.0892938099260874E-6 evalInputDelta=0.6027128201676533
Fitness changed from 9.973462938913144 to 9.370750118745491
Iteration 1 complete. Error: 9.370750118745491 Total: 344.5874; Orientation: 0.0187; Line Search: 257.2002
Adding measurement 3f9eaa99 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.370750118745491;dx=-2.7164983324492778E-6
New Minimum: 9.370750118745491 > 8.637751664035022
END: th(187148.86177126726)=8.637751664035022; dx=-7.387051750314437E-7 evalInputDelta=0.7329984547104686
Fitness changed from 9.370750118745491 to 8.637751664035022
Iteration 2 complete. Error: 8.637751664035022 Total: 86.3191; Orientation: 0.0027; Line Search: 56.8744
Adding measurement efc856 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=8.637751664035022;dx=-1.5107236006650308E-6
New Minimum: 8.637751664035022 > 7.49609777983278
END: th(403200.00000000006)=7.49609777983278; dx=-6.840395800323833E-7 evalInputDelta=1.141653884202242
Fitness changed from 8.637751664035022 to 7.49609777983278
Iteration 3 complete. Error: 7.49609777983278 Total: 85.8915; Orientation: 0.0025; Line Search: 57.1708
Adding measurement 2e7a08e4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.060e+03, gradient 1.407e-03, dot -0.351; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.49609777983278, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 2e7a08e4 to history. Total: 3
th(0)=7.49609777983278;dx=-1.4950312954344786E-6
New Minimum: 7.49609777983278 > 5.042174321599305
END: th(868668.0670208557)=5.042174321599305; dx=-4.253378833024732E-7 evalInputDelta=2.4539234582334757
Fitness changed from 7.49609777983278 to 5.042174321599305
Iteration 4 complete. Error: 5.042174321599305 Total: 85.0507; Orientation: 0.0660; Line Search: 56.8670
Adding measurement 673280f5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.478e+03, gradient 1.051e-03, dot -0.416; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.042174321599305, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 673280f5 to history. Total: 3
th(0)=5.042174321599305;dx=-8.70475510086025E-7
New Minimum: 5.042174321599305 > 4.625079043209553
WOLF (strong): th(1871488.617712673)=4.625079043209553; dx=2.952194760269783E-7 evalInputDelta=0.4170952783897519
New Minimum: 4.625079043209553 > 3.7120189173147082
END: th(935744.3088563365)=3.7120189173147082; dx=-5.87119937210452E-8 evalInputDelta=1.3301554042845964
Fitness changed from 5.042174321599305 to 3.7120189173147082
Iteration 5 complete. Error: 3.7120189173147082 Total: 115.6356; Orientation: 0.0300; Line Search: 86.3923
Adding measurement 72882e01 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.734e+02, gradient 8.909e-04, dot -0.132; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7120189173147082, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 72882e01 to history. Total: 3
th(0)=3.7120189173147082;dx=-6.154517548238959E-7
New Minimum: 3.7120189173147082 > 3.276335759088397
WOLF (strong): th(2016000.0000000007)=3.276335759088397; dx=1.0795951742710986E-7 evalInputDelta=0.4356831582263112
New Minimum: 3.276335759088397 > 2.9473630357533693
END: th(1008000.0000000003)=2.9473630357533693; dx=-3.003833167825496E-8 evalInputDelta=0.7646558815613389
Fitness changed from 3.7120189173147082 to 2.9473630357533693
Iteration 6 complete. Error: 2.9473630357533693 Total: 114.4406; Orientation: 0.0340; Line Search: 86.2382
Adding measurement 6e5ce600 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.334e+02, gradient 6.105e-04, dot -0.189; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9473630357533693, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 6e5ce600 to history. Total: 3
th(0)=2.9473630357533693;dx=-2.7345806558609427E-7
New Minimum: 2.9473630357533693 > 2.829680842347443
WOLF (strong): th(2171670.1675521396)=2.829680842347443; dx=9.859258089771874E-8 evalInputDelta=0.11768219340592623
New Minimum: 2.829680842347443 > 2.502511984668672
END: th(1085835.0837760698)=2.502511984668672; dx=-1.2959095938336137E-8 evalInputDelta=0.44485105108469725
Fitness changed from 2.9473630357533693 to 2.502511984668672
Iteration 7 complete. Error: 2.502511984668672 Total: 115.1452; Orientation: 0.0292; Line Search: 85.8362
Adding measurement 516c68e6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.834e+02, gradient 5.007e-04, dot -0.125; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.502511984668672, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 516c68e6 to history. Total: 3
th(0)=2.502511984668672;dx=-1.8526040154091096E-7
Armijo: th(2339360.7721408415)=2.5199034372344613; dx=8.864173907606344E-8 evalInputDelta=-0.017391452565789223
New Minimum: 2.502511984668672 > 2.2523696329444647
WOLF (strong): th(1169680.3860704207)=2.2523696329444647; dx=1.8274525951381253E-8 evalInputDelta=0.2501423517242074
END: th(389893.4620234736)=2.327663293108344; dx=-1.0975188569218804E-7 evalInputDelta=0.174848691560328
Fitness changed from 2.502511984668672 to 2.2523696329444647
Iteration 8 complete. Error: 2.2523696329444647 Total: 142.2562; Orientation: 0.0276; Line Search: 113.8701
Adding measurement 5a432dad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.500e+02, gradient 5.094e-04, dot -0.126; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2523696329444647, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 5a432dad to history. Total: 3
th(0)=2.2523696329444647;dx=-1.7128707659481002E-7
New Minimum: 2.2523696329444647 > 2.075878379866481
WOLF (strong): th(840000.0000000003)=2.075878379866481; dx=1.3279228710002428E-10 evalInputDelta=0.17649125307798386
END: th(420000.0000000002)=2.10751495603472; dx=-9.6411505093047E-8 evalInputDelta=0.14485467690974474
Fitness changed from 2.2523696329444647 to 2.075878379866481
Iteration 9 complete. Error: 2.075878379866481 Total: 114.8823; Orientation: 0.0268; Line Search: 86.0366
Adding measurement 73ea889c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.098e+02, gradient 3.615e-04, dot -0.125; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.075878379866481, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 73ea889c to history. Total: 3
th(0)=2.075878379866481;dx=-1.0199554085838416E-7
New Minimum: 2.075878379866481 > 1.9326615938916802
WOLF (strong): th(904862.5698133915)=1.9326615938916802; dx=3.7026115677966564E-10 evalInputDelta=0.1432167859748006
END: th(452431.2849066958)=1.9715026151388884; dx=-4.688765425099487E-8 evalInputDelta=0.10437576472759247
Fitness changed from 2.075878379866481 to 1.9326615938916802
Iteration 10 complete. Error: 1.9326615938916802 Total: 114.9405; Orientation: 0.0292; Line Search: 86.4750
Adding measurement 83a3115 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.201e+02, gradient 3.479e-04, dot -0.132; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9326615938916802, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 83a3115 to history. Total: 3
th(0)=1.9326615938916802;dx=-7.53895402449093E-8
New Minimum: 1.9326615938916802 > 1.9030391592532396
WOLF (strong): th(974733.6550586841)=1.9030391592532396; dx=2.4120261138041423E-8 evalInputDelta=0.02962243463844061
New Minimum: 1.9030391592532396 > 1.8823034865781665
END: th(487366.82752934203)=1.8823034865781665; dx=-1.2615209747941621E-8 evalInputDelta=0.050358107313513756
Fitness changed from 1.9326615938916802 to 1.8823034865781665
Iteration 11 complete. Error: 1.8823034865781665 Total: 114.8818; Orientation: 0.0278; Line Search: 86.3958
Adding measurement 61045f5d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.362e+02, gradient 3.345e-04, dot -0.124; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8823034865781665, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 61045f5d to history. Total: 3
th(0)=1.8823034865781665;dx=-4.8735244693797915E-8
Armijo: th(1050000.0000000005)=1.8829453075304627; dx=1.518727598105539E-8 evalInputDelta=-6.41820952296257E-4
New Minimum: 1.8823034865781665 > 1.856309488415718
END: th(525000.0000000002)=1.856309488415718; dx=-2.2224871596761923E-8 evalInputDelta=0.025993998162448406
Fitness changed from 1.8823034865781665 to 1.856309488415718
Iteration 12 complete. Error: 1.856309488415718 Total: 114.3298; Orientation: 0.0294; Line Search: 85.3531
Adding measurement 7ae436b6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.320e+02, gradient 2.866e-04, dot -0.140; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.856309488415718, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 7ae436b6 to history. Total: 3
th(0)=1.856309488415718;dx=-3.33045647166957E-8
New Minimum: 1.856309488415718 > 1.8095251023769379
WOLF (strong): th(1131078.2122667395)=1.8095251023769379; dx=9.511961249397589E-9 evalInputDelta=0.04678438603878021
New Minimum: 1.8095251023769379 > 1.8062497274950147
END: th(565539.1061333697)=1.8062497274950147; dx=-1.3855865100679132E-8 evalInputDelta=0.05005976092070341
Fitness changed from 1.856309488415718 to 1.8062497274950147
Iteration 13 complete. Error: 1.8062497274950147 Total: 115.0245; Orientation: 0.0271; Line Search: 85.8492
Adding measurement 65f71310 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.694e+02, gradient 3.087e-04, dot -0.155; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8062497274950147, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 65f71310 to history. Total: 3
th(0)=1.8062497274950147;dx=-5.560106300673346E-8
Armijo: th(1218417.068823355)=1.8201036592945457; dx=3.132979584323083E-8 evalInputDelta=-0.013853931799530983
New Minimum: 1.8062497274950147 > 1.7749332636594772
WOLF (strong): th(609208.5344116775)=1.7749332636594772; dx=2.0062498797231233E-9 evalInputDelta=0.031316463835537434
END: th(203069.51147055917)=1.7862533871084452; dx=-3.606272509173601E-8 evalInputDelta=0.0199963403865695
Fitness changed from 1.8062497274950147 to 1.7749332636594772
Iteration 14 complete. Error: 1.7749332636594772 Total: 143.3775; Orientation: 0.0275; Line Search: 115.0568
Adding measurement 1432d1bc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.481e+02, gradient 3.371e-04, dot -0.113; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7749332636594772, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 1432d1bc to history. Total: 3
th(0)=1.7749332636594772;dx=-6.084131759113693E-8
New Minimum: 1.7749332636594772 > 1.755730270408094
END: th(437500.00000000023)=1.755730270408094; dx=-1.4083336503118452E-8 evalInputDelta=0.019202993251383305
Fitness changed from 1.7749332636594772 to 1.755730270408094
Iteration 15 complete. Error: 1.755730270408094 Total: 85.3814; Orientation: 0.0288; Line Search: 57.2121
Adding measurement 103224f9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.349e+02, gradient 2.867e-04, dot -0.144; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.755730270408094, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 103224f9 to history. Total: 3
th(0)=1.755730270408094;dx=-3.868076222860335E-8
New Minimum: 1.755730270408094 > 1.734840715304017
WOLF (strong): th(942565.1768889497)=1.734840715304017; dx=2.119752346895223E-9 evalInputDelta=0.020889555104076862
New Minimum: 1.734840715304017 > 1.7286574933677912
END: th(471282.58844447485)=1.7286574933677912; dx=-8.18438146641528E-9 evalInputDelta=0.027072777040302753
Fitness changed from 1.755730270408094 to 1.7286574933677912
Iteration 16 complete. Error: 1.7286574933677912 Total: 115.0192; Orientation: 0.0269; Line Search: 86.6204
Adding measurement 6db02f3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.850e+02, gradient 2.587e-04, dot -0.132; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7286574933677912, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 6db02f3 to history. Total: 3
th(0)=1.7286574933677912;dx=-3.1835349335196536E-8
New Minimum: 1.7286574933677912 > 1.7260272949934006
WOLF (strong): th(1015347.5573527961)=1.7260272949934006; dx=2.970635685226775E-9 evalInputDelta=0.002630198374390602
New Minimum: 1.7260272949934006 > 1.7153161969035864
END: th(507673.77867639804)=1.7153161969035864; dx=-1.8658536316904407E-8 evalInputDelta=0.013341296464204788
Fitness changed from 1.7286574933677912 to 1.7153161969035864
Iteration 17 complete. Error: 1.7153161969035864 Total: 114.3829; Orientation: 0.0285; Line Search: 86.0907
Adding measurement 4ecb0d96 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.327e+01, gradient 2.852e-04, dot -0.189; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7153161969035864, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 4ecb0d96 to history. Total: 3
th(0)=1.7153161969035864;dx=-3.399411706805884E-8
Armijo: th(1093750.0000000007)=1.7488319408148527; dx=1.485512382027945E-8 evalInputDelta=-0.03351574391126633
New Minimum: 1.7153161969035864 > 1.7130403742194176
END: th(546875.0000000003)=1.7130403742194176; dx=-9.034587920172285E-9 evalInputDelta=0.0022758226841688156
Fitness changed from 1.7153161969035864 to 1.7130403742194176
Iteration 18 complete. Error: 1.7130403742194176 Total: 113.9858; Orientation: 0.0264; Line Search: 85.4153
Adding measurement 4036605c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.635e+01, gradient 2.732e-04, dot -0.224; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7130403742194176, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 4036605c to history. Total: 3
th(0)=1.7130403742194176;dx=-3.259861884373879E-8
Armijo: th(1178206.4711111872)=1.7482091691344976; dx=7.984361164682478E-9 evalInputDelta=-0.03516879491508007
New Minimum: 1.7130403742194176 > 1.7039439203217626
WOLF (strong): th(589103.2355555936)=1.7039439203217626; dx=2.284420549082754E-9 evalInputDelta=0.00909645389765501
New Minimum: 1.7039439203217626 > 1.7034874968230724
END: th(196367.74518519788)=1.7034874968230724; dx=-2.2085096270841984E-8 evalInputDelta=0.009552877396345139
Fitness changed from 1.7130403742194176 to 1.7034874968230724
Iteration 19 complete. Error: 1.7034874968230724 Total: 143.1064; Orientation: 0.0282; Line Search: 114.6590
Adding measurement 4ea2107d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.045e+01, gradient 2.780e-04, dot -0.124; [37f6055d-5cfe-4d2a-a87b-75fc75ad610f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7034874968230724, 8.637751664035022, 9.370750118745491, 9.973462938913144
LBFGS Accumulation History: 3 points
Removed measurement 4ea2107d to history. Total: 3
th(0)=1.7034874968230724;dx=-2.8501828781935462E-8
New Minimum: 1.7034874968230724 > 1.6737025687471032
END: th(423061.48223033175)=1.6737025687471032; dx=-1.266405721029521E-9 evalInputDelta=0.02978492807596922
Fitness changed from 1.7034874968230724 to 1.6737025687471032
Iteration 20 complete. Error: 1.6737025687471032 Total: 86.1331; Orientation: 0.0274; Line Search: 56.9772
Final threshold in iteration 21: 1.6737025687471032 (> -Infinity) after 2464.779s (< 5400.000s)
