Reset training subject: 121104515345700
Reset training subject: 121112171363800
Adding measurement 7e34e466 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.844491021241993;dx=-4.458302768511425E-6
New Minimum: 9.844491021241993 > 9.844468915369362
WOLFE (weak): th(2.154434690031884)=9.844468915369362; dx=-4.5163772288258695E-6 evalInputDelta=2.2105872631072998E-5
New Minimum: 9.844468915369362 > 9.844447060953826
WOLFE (weak): th(4.308869380063768)=9.844447060953826; dx=-4.536604412642782E-6 evalInputDelta=4.396028816699982E-5
New Minimum: 9.844447060953826 > 9.844359239563346
WOLFE (weak): th(12.926608140191302)=9.844359239563346; dx=-4.443783021380416E-6 evalInputDelta=1.317816786468029E-4
New Minimum: 9.844359239563346 > 9.843964053783566
WOLFE (weak): th(51.70643256076521)=9.843964053783566; dx=-4.528109753420768E-6 evalInputDelta=5.269674584269524E-4
New Minimum: 9.843964053783566 > 9.841851577162743
WOLFE (weak): th(258.53216280382605)=9.841851577162743; dx=-4.5335690742057176E-6 evalInputDelta=0.0026394440792500973
New Minimum: 9.841851577162743 > 9.82843180326745
WOLFE (weak): th(1551.1929768229563)=9.82843180326745; dx=-4.493768068580094E-6 evalInputDelta=0.01605921797454357
New Minimum: 9.82843180326745 > 9.723853696137667
WOLFE (weak): th(10858.350837760694)=9.723853696137667; dx=-4.810065580432882E-6 evalInputDelta=0.12063732510432601
New Minimum: 9.723853696137667 > 8.996289929375052
END: th(86866.80670208555)=8.996289929375052; dx=-2.313825268554615E-6 evalInputDelta=0.8482010918669403
Fitness changed from 9.844491021241993 to 8.996289929375052
Iteration 1 complete. Error: 8.996289929375052 Total: 85.8239; Orientation: 0.0222; Line Search: 63.9011
Adding measurement 7c09fdb8 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.996289929375052;dx=-6.823755431818299E-6
New Minimum: 8.996289929375052 > 7.508666170760989
END: th(187148.86177126726)=7.508666170760989; dx=-1.01270443827636E-6 evalInputDelta=1.4876237586140633
Fitness changed from 8.996289929375052 to 7.508666170760989
Iteration 2 complete. Error: 7.508666170760989 Total: 21.3226; Orientation: 0.0026; Line Search: 14.1830
Adding measurement 389ae8f1 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.508666170760989;dx=-4.6935860631293015E-6
New Minimum: 7.508666170760989 > 6.810625948011875
WOLF (strong): th(403200.00000000006)=6.810625948011875; dx=2.900565856110114E-9 evalInputDelta=0.698040222749114
New Minimum: 6.810625948011875 > 6.663769271224737
END: th(201600.00000000003)=6.663769271224737; dx=-4.3579728544656283E-7 evalInputDelta=0.844896899536252
Fitness changed from 7.508666170760989 to 6.663769271224737
Iteration 3 complete. Error: 6.663769271224737 Total: 28.3576; Orientation: 0.0023; Line Search: 21.3545
Adding measurement 5d9e5f2f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.893e+02, gradient 1.889e-03, dot -0.284; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.663769271224737, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 5d9e5f2f to history. Total: 3
th(0)=6.663769271224737;dx=-3.154904641401107E-6
New Minimum: 6.663769271224737 > 5.8625574596226215
WOLF (strong): th(434334.03351042786)=5.8625574596226215; dx=5.5246686274987675E-8 evalInputDelta=0.8012118116021156
New Minimum: 5.8625574596226215 > 5.815097816288471
END: th(217167.01675521393)=5.815097816288471; dx=-4.6029204362956867E-7 evalInputDelta=0.848671454936266
Fitness changed from 6.663769271224737 to 5.815097816288471
Iteration 4 complete. Error: 5.815097816288471 Total: 28.2436; Orientation: 0.0585; Line Search: 21.1261
Adding measurement 9ec7b1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.047e+03, gradient 1.528e-03, dot -0.319; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.815097816288471, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 9ec7b1 to history. Total: 3
th(0)=5.815097816288471;dx=-2.034571513790947E-6
New Minimum: 5.815097816288471 > 5.474528443068266
WOLF (strong): th(467872.15442816826)=5.474528443068266; dx=5.0093901999308305E-8 evalInputDelta=0.3405693732202053
New Minimum: 5.474528443068266 > 5.307226091623306
END: th(233936.07721408413)=5.307226091623306; dx=-3.128435621727733E-7 evalInputDelta=0.507871724665165
Fitness changed from 5.815097816288471 to 5.307226091623306
Iteration 5 complete. Error: 5.307226091623306 Total: 29.1211; Orientation: 0.0333; Line Search: 21.9143
Adding measurement 817e0aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.253e+03, gradient 1.365e-03, dot -0.350; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.307226091623306, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 817e0aa to history. Total: 3
th(0)=5.307226091623306;dx=-1.607121747296659E-6
New Minimum: 5.307226091623306 > 5.108514726161957
WOLF (strong): th(504000.0000000002)=5.108514726161957; dx=1.2214171160759732E-7 evalInputDelta=0.1987113654613495
New Minimum: 5.108514726161957 > 4.8880665972828865
END: th(252000.0000000001)=4.8880665972828865; dx=-2.502077576940314E-7 evalInputDelta=0.41915949434041977
Fitness changed from 5.307226091623306 to 4.8880665972828865
Iteration 6 complete. Error: 4.8880665972828865 Total: 28.3821; Orientation: 0.0275; Line Search: 21.1946
Adding measurement 667d12fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.221e+03, gradient 1.231e-03, dot -0.347; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.8880665972828865, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 667d12fe to history. Total: 3
th(0)=4.8880665972828865;dx=-1.2818910122570368E-6
New Minimum: 4.8880665972828865 > 4.6625782661139965
WOLF (strong): th(542917.5418880349)=4.6625782661139965; dx=8.581604488515989E-8 evalInputDelta=0.22548833116889
New Minimum: 4.6625782661139965 > 4.502609711140394
END: th(271458.77094401745)=4.502609711140394; dx=-1.4095983149594762E-7 evalInputDelta=0.3854568861424923
Fitness changed from 4.8880665972828865 to 4.502609711140394
Iteration 7 complete. Error: 4.502609711140394 Total: 28.4491; Orientation: 0.0279; Line Search: 21.2373
Adding measurement 46a95286 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.189e+03, gradient 1.085e-03, dot -0.356; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.502609711140394, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 46a95286 to history. Total: 3
th(0)=4.502609711140394;dx=-9.601666325112833E-7
Armijo: th(584840.1930352104)=4.554090101271868; dx=1.6140783993806332E-7 evalInputDelta=-0.05148039013147354
New Minimum: 4.502609711140394 > 4.26451188698411
END: th(292420.0965176052)=4.26451188698411; dx=-1.2622464030858223E-7 evalInputDelta=0.23809782415628433
Fitness changed from 4.502609711140394 to 4.26451188698411
Iteration 8 complete. Error: 4.26451188698411 Total: 28.6804; Orientation: 0.0270; Line Search: 21.5482
Adding measurement 56794250 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.306e+03, gradient 1.010e-03, dot -0.375; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.26451188698411, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 56794250 to history. Total: 3
th(0)=4.26451188698411;dx=-7.72200521862882E-7
New Minimum: 4.26451188698411 > 4.230533063411713
WOLF (strong): th(630000.0000000002)=4.230533063411713; dx=1.376279631341003E-7 evalInputDelta=0.03397882357239723
New Minimum: 4.230533063411713 > 4.036192357540131
END: th(315000.0000000001)=4.036192357540131; dx=-1.1504099672972707E-7 evalInputDelta=0.22831952944397926
Fitness changed from 4.26451188698411 to 4.036192357540131
Iteration 9 complete. Error: 4.036192357540131 Total: 28.7009; Orientation: 0.0290; Line Search: 21.4371
Adding measurement 5a170a6b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.254e+03, gradient 9.482e-04, dot -0.364; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.036192357540131, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 5a170a6b to history. Total: 3
th(0)=4.036192357540131;dx=-7.169184667631101E-7
Armijo: th(678646.9273600436)=4.079035218805075; dx=1.6711473355256124E-7 evalInputDelta=-0.04284286126494408
New Minimum: 4.036192357540131 > 3.828887604176998
END: th(339323.4636800218)=3.828887604176998; dx=-7.450135955411682E-8 evalInputDelta=0.20730475336313248
Fitness changed from 4.036192357540131 to 3.828887604176998
Iteration 10 complete. Error: 3.828887604176998 Total: 28.6325; Orientation: 0.0272; Line Search: 21.4863
Adding measurement 1df71963 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.270e+03, gradient 9.080e-04, dot -0.358; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.828887604176998, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 1df71963 to history. Total: 3
th(0)=3.828887604176998;dx=-6.66367598415572E-7
Armijo: th(731050.241294013)=3.944513864815235; dx=2.0327778554615476E-7 evalInputDelta=-0.115626260638237
New Minimum: 3.828887604176998 > 3.6302415058016777
END: th(365525.1206470065)=3.6302415058016777; dx=-3.4486759540953445E-8 evalInputDelta=0.19864609837532043
Fitness changed from 3.828887604176998 to 3.6302415058016777
Iteration 11 complete. Error: 3.6302415058016777 Total: 28.1807; Orientation: 0.0270; Line Search: 21.1501
Adding measurement 2f9b6bba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.052e+03, gradient 8.827e-04, dot -0.310; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6302415058016777, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 2f9b6bba to history. Total: 3
th(0)=3.6302415058016777;dx=-6.496474522838705E-7
Armijo: th(787500.0000000003)=3.938466351479292; dx=3.2366986715245786E-7 evalInputDelta=-0.3082248456776142
New Minimum: 3.6302415058016777 > 3.367298323661089
WOLF (strong): th(393750.0000000002)=3.367298323661089; dx=2.4554913439193888E-8 evalInputDelta=0.26294318214058876
END: th(131250.00000000006)=3.421790335327387; dx=-3.8884103482848565E-7 evalInputDelta=0.20845117047429085
Fitness changed from 3.6302415058016777 to 3.367298323661089
Iteration 12 complete. Error: 3.367298323661089 Total: 36.2888; Orientation: 0.0264; Line Search: 28.5557
Adding measurement 12110704 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.184e+03, gradient 8.900e-04, dot -0.314; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.367298323661089, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 12110704 to history. Total: 3
th(0)=3.367298323661089;dx=-6.414150980384399E-7
New Minimum: 3.367298323661089 > 3.2257021591067314
END: th(282769.55306668486)=3.2257021591067314; dx=-9.062049138873854E-8 evalInputDelta=0.14159616455435753
Fitness changed from 3.367298323661089 to 3.2257021591067314
Iteration 13 complete. Error: 3.2257021591067314 Total: 21.3236; Orientation: 0.0273; Line Search: 14.0861
Adding measurement 4f3e34b5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.215e+03, gradient 7.193e-04, dot -0.377; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2257021591067314, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 4f3e34b5 to history. Total: 3
th(0)=3.2257021591067314;dx=-4.1207842546265694E-7
Armijo: th(609208.5344116775)=3.3109693974256516; dx=5.184627464761523E-8 evalInputDelta=-0.08526723831892014
New Minimum: 3.2257021591067314 > 3.1571079567074776
END: th(304604.26720583875)=3.1571079567074776; dx=-1.190735606097344E-7 evalInputDelta=0.06859420239925385
Fitness changed from 3.2257021591067314 to 3.1571079567074776
Iteration 14 complete. Error: 3.1571079567074776 Total: 28.3085; Orientation: 0.0264; Line Search: 21.2585
Adding measurement 717b5b6e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.198e+03, gradient 6.790e-04, dot -0.380; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.1571079567074776, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 717b5b6e to history. Total: 3
th(0)=3.1571079567074776;dx=-3.5142765703251907E-7
Armijo: th(656250.0000000003)=3.2151444479823112; dx=5.7917320553801706E-8 evalInputDelta=-0.05803649127483368
New Minimum: 3.1571079567074776 > 3.093514271080494
END: th(328125.0000000002)=3.093514271080494; dx=-7.740058914879599E-8 evalInputDelta=0.06359368562698364
Fitness changed from 3.1571079567074776 to 3.093514271080494
Iteration 15 complete. Error: 3.093514271080494 Total: 28.7904; Orientation: 0.0801; Line Search: 21.6458
Adding measurement c0e9305 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.112e+03, gradient 6.870e-04, dot -0.344; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.093514271080494, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement c0e9305 to history. Total: 3
th(0)=3.093514271080494;dx=-3.313940379389284E-7
Armijo: th(706923.8826667123)=3.4811193607747555; dx=1.419643220983474E-7 evalInputDelta=-0.38760508969426155
Armijo: th(353461.94133335614)=3.1704992055892944; dx=-3.3237363606649684E-8 evalInputDelta=-0.0769849345088005
New Minimum: 3.093514271080494 > 3.086646933108568
END: th(117820.64711111871)=3.086646933108568; dx=-1.9219496624762163E-7 evalInputDelta=0.0068673379719257355
Fitness changed from 3.093514271080494 to 3.086646933108568
Iteration 16 complete. Error: 3.086646933108568 Total: 35.1575; Orientation: 0.0262; Line Search: 27.8818
Adding measurement 3f2749fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.121e+03, gradient 5.847e-04, dot -0.398; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.086646933108568, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 3f2749fc to history. Total: 3
th(0)=3.086646933108568;dx=-2.39028851697306E-7
New Minimum: 3.086646933108568 > 3.0167794823646545
END: th(253836.88933819902)=3.0167794823646545; dx=-1.453595969228519E-7 evalInputDelta=0.06986745074391365
Fitness changed from 3.086646933108568 to 3.0167794823646545
Iteration 17 complete. Error: 3.0167794823646545 Total: 21.6358; Orientation: 0.0262; Line Search: 14.4806
Adding measurement 35bf2c95 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.347e+03, gradient 6.563e-04, dot -0.396; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0167794823646545, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 35bf2c95 to history. Total: 3
th(0)=3.0167794823646545;dx=-2.91206862604658E-7
Armijo: th(546875.0000000003)=3.0217459835112095; dx=9.135541755239198E-9 evalInputDelta=-0.004966501146554947
New Minimum: 3.0167794823646545 > 2.9820321425795555
END: th(273437.5000000002)=2.9820321425795555; dx=-1.152541897083707E-7 evalInputDelta=0.03474733978509903
Fitness changed from 3.0167794823646545 to 2.9820321425795555
Iteration 18 complete. Error: 2.9820321425795555 Total: 28.0954; Orientation: 0.0272; Line Search: 20.9801
Adding measurement 7998bfe4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.195e+03, gradient 6.369e-04, dot -0.367; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9820321425795555, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 7998bfe4 to history. Total: 3
th(0)=2.9820321425795555;dx=-2.706685764367444E-7
Armijo: th(589103.2355555936)=3.0629406049847603; dx=2.6135934846650613E-8 evalInputDelta=-0.08090846240520477
New Minimum: 2.9820321425795555 > 2.9602862149477005
END: th(294551.6177777968)=2.9602862149477005; dx=-7.467026279535832E-8 evalInputDelta=0.02174592763185501
Fitness changed from 2.9820321425795555 to 2.9602862149477005
Iteration 19 complete. Error: 2.9602862149477005 Total: 28.9097; Orientation: 0.0259; Line Search: 21.1078
Adding measurement 8cddbb6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.275e+03, gradient 6.446e-04, dot -0.369; [6cfc43c4-4e08-409d-9e4d-c64bfcc0ed82 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9602862149477005, 7.508666170760989, 8.996289929375052, 9.844491021241993
LBFGS Accumulation History: 3 points
Removed measurement 8cddbb6 to history. Total: 3
th(0)=2.9602862149477005;dx=-2.948037347956833E-7
Armijo: th(634592.2233454976)=3.101136092096567; dx=6.739609427113593E-8 evalInputDelta=-0.14084987714886665
New Minimum: 2.9602862149477005 > 2.945475086569786
END: th(317296.1116727488)=2.945475086569786; dx=-6.752079682785056E-8 evalInputDelta=0.014811128377914429
Fitness changed from 2.9602862149477005 to 2.945475086569786
Iteration 20 complete. Error: 2.945475086569786 Total: 28.4593; Orientation: 0.0265; Line Search: 21.3923
Final threshold in iteration 21: 2.945475086569786 (> -Infinity) after 620.864s (< 5400.000s)
