Reset training subject: 2164350074855
Reset training subject: 2169205398377
Adding measurement 6ac8723b to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=3.511657938361168;dx=-7.270965647447398E-7
New Minimum: 3.511657938361168 > 3.511649638414383
WOLFE (weak): th(2.154434690031884)=3.511649638414383; dx=-9.581539527276486E-7 evalInputDelta=8.299946784973145E-6
New Minimum: 3.511649638414383 > 3.5116408616304398
WOLFE (weak): th(4.308869380063768)=3.5116408616304398; dx=-9.312814618799872E-7 evalInputDelta=1.7076730728149414E-5
New Minimum: 3.5116408616304398 > 3.5116070806980133
WOLFE (weak): th(12.926608140191302)=3.5116070806980133; dx=-9.086080090866683E-7 evalInputDelta=5.085766315460205E-5
New Minimum: 3.5116070806980133 > 3.511453315615654
WOLFE (weak): th(51.70643256076521)=3.511453315615654; dx=-8.658491372710485E-7 evalInputDelta=2.0462274551391602E-4
New Minimum: 3.511453315615654 > 3.510634995996952
WOLFE (weak): th(258.53216280382605)=3.510634995996952; dx=-9.120239776456023E-7 evalInputDelta=0.0010229423642158508
New Minimum: 3.510634995996952 > 3.505519673228264
WOLFE (weak): th(1551.1929768229563)=3.505519673228264; dx=-8.586159385316139E-7 evalInputDelta=0.006138265132904053
New Minimum: 3.505519673228264 > 3.468738153576851
WOLFE (weak): th(10858.350837760694)=3.468738153576851; dx=-9.477889152925448E-7 evalInputDelta=0.04291978478431702
New Minimum: 3.468738153576851 > 3.1709272861480713
WOLFE (weak): th(86866.80670208555)=3.1709272861480713; dx=-8.303903460918536E-7 evalInputDelta=0.3407306522130966
New Minimum: 3.1709272861480713 > 1.3670902699232101
END: th(781801.26031877)=1.3670902699232101; dx=-1.3957984386577622E-7 evalInputDelta=2.1445676684379578
Fitness changed from 3.511657938361168 to 1.3670902699232101
Iteration 1 complete. Error: 1.3670902699232101 Total: 61.7358; Orientation: 0.0040; Line Search: 47.3955
Adding measurement 814d876 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.3670902699232101;dx=-5.675318310350015E-7
New Minimum: 1.3670902699232101 > -0.19944895803928375
END: th(1684339.7559414052)=-0.19944895803928375; dx=-5.420652876247773E-8 evalInputDelta=1.566539227962494
Fitness changed from 1.3670902699232101 to -0.19944895803928375
Iteration 2 complete. Error: -0.19944895803928375 Total: 14.2620; Orientation: 0.0037; Line Search: 9.4894
Adding measurement 7ec09e7e to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.19944895803928375;dx=-3.3022371503597596E-7
Armijo: th(3628800.0)=5.401408493518829; dx=1.2157029637812262E-6 evalInputDelta=-5.600857451558113
Armijo: th(1814400.0)=-0.1239793673157692; dx=4.5091677652411484E-7 evalInputDelta=-0.07546959072351456
New Minimum: -0.19944895803928375 > -0.7401343584060669
END: th(604800.0)=-0.7401343584060669; dx=-1.208610764695507E-7 evalInputDelta=0.5406854003667831
Fitness changed from -0.19944895803928375 to -0.7401343584060669
Iteration 3 complete. Error: -0.7401343584060669 Total: 24.0759; Orientation: 0.0041; Line Search: 19.3177
Adding measurement 160a80fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.423e+02, gradient 3.647e-04, dot -0.662; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7401343584060669, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 160a80fe to history. Total: 3
th(0)=-0.7401343584060669;dx=-8.134380562677731E-8
New Minimum: -0.7401343584060669 > -1.032675750553608
END: th(1303002.1005312833)=-1.032675750553608; dx=-3.9628635160412294E-8 evalInputDelta=0.29254139214754105
Fitness changed from -0.7401343584060669 to -1.032675750553608
Iteration 4 complete. Error: -1.032675750553608 Total: 14.4893; Orientation: 0.1898; Line Search: 9.5461
Adding measurement 18ce88b7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.043e+02, gradient 3.925e-04, dot -0.597; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.032675750553608, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 18ce88b7 to history. Total: 3
th(0)=-1.032675750553608;dx=-6.420517058096881E-8
New Minimum: -1.032675750553608 > -1.1437955051660538
WOLF (strong): th(2807232.9265690087)=-1.1437955051660538; dx=1.6638542973877455E-8 evalInputDelta=0.11111975461244583
New Minimum: -1.1437955051660538 > -1.1775739639997482
END: th(1403616.4632845044)=-1.1775739639997482; dx=-9.023674165067035E-9 evalInputDelta=0.1448982134461403
Fitness changed from -1.032675750553608 to -1.1775739639997482
Iteration 5 complete. Error: -1.1775739639997482 Total: 20.3017; Orientation: 0.2433; Line Search: 15.2925
Adding measurement 46af3d31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.964e+03, gradient 3.360e-04, dot -0.640; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1775739639997482, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 46af3d31 to history. Total: 3
th(0)=-1.1775739639997482;dx=-8.310974108597299E-8
Armijo: th(3024000.0)=-0.6057186350226402; dx=1.8511833156002866E-7 evalInputDelta=-0.571855328977108
New Minimum: -1.1775739639997482 > -1.275879554450512
WOLF (strong): th(1512000.0)=-1.275879554450512; dx=4.5825666493328786E-8 evalInputDelta=0.0983055904507637
New Minimum: -1.275879554450512 > -1.283765509724617
END: th(504000.0)=-1.283765509724617; dx=-4.8953471332356574E-8 evalInputDelta=0.10619154572486877
Fitness changed from -1.1775739639997482 to -1.283765509724617
Iteration 6 complete. Error: -1.283765509724617 Total: 23.9946; Orientation: 0.1444; Line Search: 19.0343
Adding measurement 4215a652 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.098e+03, gradient 2.529e-04, dot -0.631; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.283765509724617, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 4215a652 to history. Total: 3
th(0)=-1.283765509724617;dx=-4.404344708729366E-8
New Minimum: -1.283765509724617 > -1.389244057238102
END: th(1085835.0837760693)=-1.389244057238102; dx=-2.8702703369948922E-8 evalInputDelta=0.10547854751348495
Fitness changed from -1.283765509724617 to -1.389244057238102
Iteration 7 complete. Error: -1.389244057238102 Total: 14.3181; Orientation: 0.0811; Line Search: 9.4765
Adding measurement 71ca4642 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.326e+03, gradient 2.688e-04, dot -0.618; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.389244057238102, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 71ca4642 to history. Total: 3
th(0)=-1.389244057238102;dx=-4.969690018068997E-8
New Minimum: -1.389244057238102 > -1.5183768793940544
END: th(2339360.7721408405)=-1.5183768793940544; dx=-1.9442772931538292E-8 evalInputDelta=0.12913282215595245
Fitness changed from -1.389244057238102 to -1.5183768793940544
Iteration 8 complete. Error: -1.5183768793940544 Total: 14.5158; Orientation: 0.2397; Line Search: 9.5070
Adding measurement 7d029afb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.026e+03, gradient 2.626e-04, dot -0.539; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5183768793940544, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 7d029afb to history. Total: 3
th(0)=-1.5183768793940544;dx=-4.3315233771803464E-8
Armijo: th(5040000.0)=-0.11831614375114441; dx=1.987569592173173E-7 evalInputDelta=-1.40006073564291
Armijo: th(2520000.0)=-1.4051205031573772; dx=6.396143836509039E-8 evalInputDelta=-0.11325637623667717
New Minimum: -1.5183768793940544 > -1.5975698716938496
END: th(840000.0)=-1.5975698716938496; dx=-1.7107100398830136E-8 evalInputDelta=0.07919299229979515
Fitness changed from -1.5183768793940544 to -1.5975698716938496
Iteration 9 complete. Error: -1.5975698716938496 Total: 23.9601; Orientation: 0.2461; Line Search: 18.9424
Adding measurement 4a9b49ea to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.293e+03, gradient 2.366e-04, dot -0.592; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5975698716938496, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 4a9b49ea to history. Total: 3
th(0)=-1.5975698716938496;dx=-3.698268688262795E-8
New Minimum: -1.5975698716938496 > -1.6679947450757027
END: th(1809725.1396267824)=-1.6679947450757027; dx=-1.702632721441224E-8 evalInputDelta=0.0704248733818531
Fitness changed from -1.5975698716938496 to -1.6679947450757027
Iteration 10 complete. Error: -1.6679947450757027 Total: 14.4166; Orientation: 0.0874; Line Search: 9.5719
Adding measurement 5100c5a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.386e+03, gradient 2.101e-04, dot -0.648; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6679947450757027, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 5100c5a6 to history. Total: 3
th(0)=-1.6679947450757027;dx=-2.8689009980588383E-8
Armijo: th(3898934.6202347344)=-1.5636276081204414; dx=2.405790091939727E-8 evalInputDelta=-0.10436713695526123
New Minimum: -1.6679947450757027 > -1.7180192098021507
END: th(1949467.3101173672)=-1.7180192098021507; dx=-4.041394081810412E-9 evalInputDelta=0.05002446472644806
Fitness changed from -1.6679947450757027 to -1.7180192098021507
Iteration 11 complete. Error: -1.7180192098021507 Total: 19.0508; Orientation: 0.0829; Line Search: 14.2045
Adding measurement 2c222b3c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.270e+02, gradient 3.508e-04, dot -0.372; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7180192098021507, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 2c222b3c to history. Total: 3
th(0)=-1.7180192098021507;dx=-5.116904489574928E-8
Armijo: th(4200000.0)=-1.1892638057470322; dx=4.5566419661088037E-8 evalInputDelta=-0.5287554040551186
Armijo: th(2100000.0)=-1.6295336112380028; dx=3.3945947939272524E-8 evalInputDelta=-0.08848559856414795
New Minimum: -1.7180192098021507 > -1.7759258188307285
END: th(700000.0)=-1.7759258188307285; dx=-1.7274320021932337E-10 evalInputDelta=0.057906609028577805
Fitness changed from -1.7180192098021507 to -1.7759258188307285
Iteration 12 complete. Error: -1.7759258188307285 Total: 23.7867; Orientation: 0.0837; Line Search: 18.9471
Adding measurement 5f045ae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.229e+03, gradient 1.939e-04, dot -0.624; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7759258188307285, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 5f045ae to history. Total: 3
th(0)=-1.7759258188307285;dx=-2.5399498260821093E-8
New Minimum: -1.7759258188307285 > -1.8199727311730385
END: th(1508104.2830223187)=-1.8199727311730385; dx=-5.982241923088778E-9 evalInputDelta=0.04404691234230995
Fitness changed from -1.7759258188307285 to -1.8199727311730385
Iteration 13 complete. Error: -1.8199727311730385 Total: 14.4319; Orientation: 0.2086; Line Search: 9.4639
Adding measurement 2c45defa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.931e+03, gradient 2.202e-04, dot -0.492; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8199727311730385, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 2c45defa to history. Total: 3
th(0)=-1.8199727311730385;dx=-3.070793236095936E-8
New Minimum: -1.8199727311730385 > -1.8307297341525555
WOLF (strong): th(3249112.183528946)=-1.8307297341525555; dx=8.597847274198475E-10 evalInputDelta=0.010757002979516983
New Minimum: -1.8307297341525555 > -1.850810956209898
END: th(1624556.091764473)=-1.850810956209898; dx=-1.4489333456054538E-8 evalInputDelta=0.030838225036859512
Fitness changed from -1.8199727311730385 to -1.850810956209898
Iteration 14 complete. Error: -1.850810956209898 Total: 20.3121; Orientation: 0.2969; Line Search: 15.2549
Adding measurement 6f06f991 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.247e+03, gradient 1.992e-04, dot -0.514; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.850810956209898, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 6f06f991 to history. Total: 3
th(0)=-1.850810956209898;dx=-2.206029975538143E-8
Armijo: th(3500000.000000001)=-1.7304738610982895; dx=2.684309391860614E-8 evalInputDelta=-0.1203370951116085
New Minimum: -1.850810956209898 > -1.878403551876545
WOLF (strong): th(1750000.0000000005)=-1.878403551876545; dx=2.618043428361688E-9 evalInputDelta=0.027592595666646957
END: th(583333.3333333335)=-1.8779930546879768; dx=-1.2354855419664211E-8 evalInputDelta=0.027182098478078842
Fitness changed from -1.850810956209898 to -1.878403551876545
Iteration 15 complete. Error: -1.878403551876545 Total: 23.8714; Orientation: 0.1369; Line Search: 18.9756
Adding measurement 5dd980c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.188e+03, gradient 3.179e-04, dot -0.270; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.878403551876545, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 5dd980c5 to history. Total: 3
th(0)=-1.878403551876545;dx=-6.517105268726492E-8
New Minimum: -1.878403551876545 > -1.8928576558828354
WOLF (strong): th(1256753.5691852658)=-1.8928576558828354; dx=2.0887550306904042E-8 evalInputDelta=0.014454104006290436
New Minimum: -1.8928576558828354 > -1.9223517440259457
END: th(628376.7845926329)=-1.9223517440259457; dx=-1.0410154003537562E-8 evalInputDelta=0.04394819214940071
Fitness changed from -1.878403551876545 to -1.9223517440259457
Iteration 16 complete. Error: -1.9223517440259457 Total: 19.1774; Orientation: 0.1880; Line Search: 14.2003
Adding measurement 570053ff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.980e+03, gradient 1.726e-04, dot -0.522; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9223517440259457, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 570053ff to history. Total: 3
th(0)=-1.9223517440259457;dx=-1.6780946463910018E-8
New Minimum: -1.9223517440259457 > -1.950515154749155
END: th(1353796.743137061)=-1.950515154749155; dx=-1.500148177507094E-8 evalInputDelta=0.02816341072320938
Fitness changed from -1.9223517440259457 to -1.950515154749155
Iteration 17 complete. Error: -1.950515154749155 Total: 14.5493; Orientation: 0.2932; Line Search: 9.5069
Adding measurement 22da7a91 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.840e+03, gradient 1.826e-04, dot -0.519; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.950515154749155, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 22da7a91 to history. Total: 3
th(0)=-1.950515154749155;dx=-1.8383707828907994E-8
New Minimum: -1.950515154749155 > -1.9589343704283237
END: th(2916666.6666666674)=-1.9589343704283237; dx=-3.688484635197657E-9 evalInputDelta=0.008419215679168701
Fitness changed from -1.950515154749155 to -1.9589343704283237
Iteration 18 complete. Error: -1.9589343704283237 Total: 14.3279; Orientation: 0.0774; Line Search: 9.4590
Adding measurement 43ae8a36 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.222e+03, gradient 2.300e-04, dot -0.450; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9589343704283237, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 43ae8a36 to history. Total: 3
th(0)=-1.9589343704283237;dx=-3.2552831441146256E-8
Armijo: th(6283767.8459263295)=0.0033469125628471375; dx=1.9603607747220473E-7 evalInputDelta=-1.9622812829911709
Armijo: th(3141883.9229631647)=-1.66334343329072; dx=8.122147860723718E-8 evalInputDelta=-0.29559093713760376
New Minimum: -1.9589343704283237 > -2.005519423633814
END: th(1047294.6409877216)=-2.005519423633814; dx=-4.0516209175123475E-10 evalInputDelta=0.04658505320549011
Fitness changed from -1.9589343704283237 to -2.005519423633814
Iteration 19 complete. Error: -2.005519423633814 Total: 23.8109; Orientation: 0.1092; Line Search: 18.9630
Adding measurement 25dedd9c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.726e+03, gradient 1.939e-04, dot -0.454; [e4ffd34e-b70c-408b-8717-63862f511ccb = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.005519423633814, -0.19944895803928375, 1.3670902699232101, 3.511657938361168
LBFGS Accumulation History: 3 points
Removed measurement 25dedd9c to history. Total: 3
th(0)=-2.005519423633814;dx=-2.0880329322995704E-8
New Minimum: -2.005519423633814 > -2.0063695684075356
END: th(2256327.905228435)=-2.0063695684075356; dx=-2.468721915095596E-9 evalInputDelta=8.50144773721695E-4
Fitness changed from -2.005519423633814 to -2.0063695684075356
Iteration 20 complete. Error: -2.0063695684075356 Total: 14.3203; Orientation: 0.0834; Line Search: 9.4762
Final threshold in iteration 21: -2.0063695684075356 (> -Infinity) after 413.708s (< 5400.000s)
