Reset training subject: 21462879357600
Reset training subject: 21468873630400
Adding measurement 7810644d to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=8.44172190176323;dx=-1.8139046543080134E-5
New Minimum: 8.44172190176323 > 8.441696979571134
WOLFE (weak): th(2.154434690031884)=8.441696979571134; dx=-1.8136713629520966E-5 evalInputDelta=2.4922192096710205E-5
New Minimum: 8.441696979571134 > 8.441671957727522
WOLFE (weak): th(4.308869380063768)=8.441671957727522; dx=-1.813578706062248E-5 evalInputDelta=4.9944035708904266E-5
New Minimum: 8.441671957727522 > 8.4415717208758
WOLFE (weak): th(12.926608140191302)=8.4415717208758; dx=-1.814845924097526E-5 evalInputDelta=1.501808874309063E-4
New Minimum: 8.4415717208758 > 8.441120111849159
WOLFE (weak): th(51.70643256076521)=8.441120111849159; dx=-1.815498864913043E-5 evalInputDelta=6.017899140715599E-4
New Minimum: 8.441120111849159 > 8.438707984983921
WOLFE (weak): th(258.53216280382605)=8.438707984983921; dx=-1.8184094276868282E-5 evalInputDelta=0.003013916779309511
New Minimum: 8.438707984983921 > 8.423444625455886
WOLFE (weak): th(1551.1929768229563)=8.423444625455886; dx=-1.8602124519025867E-5 evalInputDelta=0.018277276307344437
New Minimum: 8.423444625455886 > 8.309561874717474
WOLFE (weak): th(10858.350837760694)=8.309561874717474; dx=-1.803365195125296E-5 evalInputDelta=0.13216002704575658
New Minimum: 8.309561874717474 > 8.125291349366307
END: th(86866.80670208555)=8.125291349366307; dx=-1.7237221926230348E-6 evalInputDelta=0.3164305523969233
Fitness changed from 8.44172190176323 to 8.125291349366307
Iteration 1 complete. Error: 8.125291349366307 Total: 57.7997; Orientation: 0.0033; Line Search: 42.3326
Adding measurement 1c006024 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.125291349366307;dx=-6.216852584318184E-5
New Minimum: 8.125291349366307 > 7.373220318928361
WOLF (strong): th(187148.86177126726)=7.373220318928361; dx=1.5551820223706097E-6 evalInputDelta=0.7520710304379463
New Minimum: 7.373220318928361 > 7.269636686891317
WOLF (strong): th(93574.43088563363)=7.269636686891317; dx=1.0752546793721343E-6 evalInputDelta=0.8556546624749899
New Minimum: 7.269636686891317 > 7.259634623304009
END: th(31191.476961877877)=7.259634623304009; dx=-1.1513806988107004E-5 evalInputDelta=0.8656567260622978
Fitness changed from 8.125291349366307 to 7.259634623304009
Iteration 2 complete. Error: 7.259634623304009 Total: 23.5786; Orientation: 0.0016; Line Search: 18.8222
Adding measurement 2361d930 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.259634623304009;dx=-1.2734981457127866E-4
New Minimum: 7.259634623304009 > 6.926291104406118
WOLF (strong): th(67200.00000000001)=6.926291104406118; dx=2.1213173213514966E-6 evalInputDelta=0.33334351889789104
New Minimum: 6.926291104406118 > 6.785812307149172
WOLF (strong): th(33600.00000000001)=6.785812307149172; dx=1.4791250306531571E-5 evalInputDelta=0.4738223161548376
New Minimum: 6.785812307149172 > 6.695277590304613
END: th(11200.000000000002)=6.695277590304613; dx=-3.2000319131415364E-5 evalInputDelta=0.5643570329993963
Fitness changed from 7.259634623304009 to 6.695277590304613
Iteration 3 complete. Error: 6.695277590304613 Total: 24.3119; Orientation: 0.0015; Line Search: 19.6151
Adding measurement 455f2239 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.834e+03, gradient 1.004e-02, dot -0.484; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.695277590304613, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 455f2239 to history. Total: 3
th(0)=6.695277590304613;dx=-1.0076207633392313E-4
New Minimum: 6.695277590304613 > 6.2035823203623295
END: th(24129.668528357102)=6.2035823203623295; dx=-1.6159288359259298E-6 evalInputDelta=0.49169526994228363
Fitness changed from 6.695277590304613 to 6.2035823203623295
Iteration 4 complete. Error: 6.2035823203623295 Total: 14.1559; Orientation: 0.0236; Line Search: 9.4369
Adding measurement 16fb17f3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.031e+03, gradient 1.327e-02, dot -0.361; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.2035823203623295, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 16fb17f3 to history. Total: 3
th(0)=6.2035823203623295;dx=-1.7608041406855923E-4
Armijo: th(51985.794936463135)=6.4856125842779875; dx=2.4232264224538185E-5 evalInputDelta=-0.282030263915658
New Minimum: 6.2035823203623295 > 5.889328625053167
WOLF (strong): th(25992.897468231567)=5.889328625053167; dx=6.06873135735706E-5 evalInputDelta=0.31425369530916214
New Minimum: 5.889328625053167 > 5.610141687095165
END: th(8664.29915607719)=5.610141687095165; dx=-5.974290342029543E-5 evalInputDelta=0.5934406332671642
Fitness changed from 6.2035823203623295 to 5.610141687095165
Iteration 5 complete. Error: 5.610141687095165 Total: 23.3573; Orientation: 0.0232; Line Search: 18.6525
Adding measurement 17699366 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.655e+03, gradient 7.818e-03, dot -0.548; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.610141687095165, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 17699366 to history. Total: 3
th(0)=5.610141687095165;dx=-6.111650354630959E-5
New Minimum: 5.610141687095165 > 5.177143391221762
END: th(18666.66666666667)=5.177143391221762; dx=-2.7042249546010852E-5 evalInputDelta=0.43299829587340355
Fitness changed from 5.610141687095165 to 5.177143391221762
Iteration 6 complete. Error: 5.177143391221762 Total: 14.1229; Orientation: 0.0233; Line Search: 9.3002
Adding measurement 399d77fa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.467e+03, gradient 7.337e-03, dot -0.494; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.177143391221762, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 399d77fa to history. Total: 3
th(0)=5.177143391221762;dx=-5.383477480143224E-5
New Minimum: 5.177143391221762 > 4.789458587765694
END: th(40216.11421392851)=4.789458587765694; dx=-1.3938438485663427E-7 evalInputDelta=0.38768480345606804
Fitness changed from 5.177143391221762 to 4.789458587765694
Iteration 7 complete. Error: 4.789458587765694 Total: 14.0626; Orientation: 0.0228; Line Search: 9.3422
Adding measurement cb143e9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.147e+03, gradient 9.576e-03, dot -0.327; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.789458587765694, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement cb143e9 to history. Total: 3
th(0)=4.789458587765694;dx=-9.17078953824838E-5
Armijo: th(86642.9915607719)=5.515376001596451; dx=2.3529594239073134E-5 evalInputDelta=-0.7259174138307571
New Minimum: 4.789458587765694 > 4.67859722673893
WOLF (strong): th(43321.49578038595)=4.67859722673893; dx=4.5455082940034694E-5 evalInputDelta=0.11086136102676392
New Minimum: 4.67859722673893 > 4.344098724424839
END: th(14440.498593461984)=4.344098724424839; dx=-2.562008400731896E-5 evalInputDelta=0.44535986334085464
Fitness changed from 4.789458587765694 to 4.344098724424839
Iteration 8 complete. Error: 4.344098724424839 Total: 24.2915; Orientation: 0.0230; Line Search: 18.8268
Adding measurement 122f6958 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.774e+03, gradient 5.177e-03, dot -0.487; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.344098724424839, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 122f6958 to history. Total: 3
th(0)=4.344098724424839;dx=-2.6800136696070656E-5
New Minimum: 4.344098724424839 > 4.044929768890142
END: th(31111.111111111124)=4.044929768890142; dx=-1.243053397101278E-5 evalInputDelta=0.2991689555346966
Fitness changed from 4.344098724424839 to 4.044929768890142
Iteration 9 complete. Error: 4.044929768890142 Total: 14.2353; Orientation: 0.0240; Line Search: 9.3474
Adding measurement 4a5f9f32 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.653e+03, gradient 4.924e-03, dot -0.469; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.044929768890142, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 4a5f9f32 to history. Total: 3
th(0)=4.044929768890142;dx=-2.424360205674137E-5
New Minimum: 4.044929768890142 > 3.8505933955311775
WOLF (strong): th(67026.8570232142)=3.8505933955311775; dx=4.440606576990825E-6 evalInputDelta=0.19433637335896492
New Minimum: 3.8505933955311775 > 3.8246414065361023
END: th(33513.4285116071)=3.8246414065361023; dx=-3.847373009104914E-6 evalInputDelta=0.22028836235404015
Fitness changed from 4.044929768890142 to 3.8246414065361023
Iteration 10 complete. Error: 3.8246414065361023 Total: 18.4793; Orientation: 0.0232; Line Search: 13.8570
Adding measurement 8ada8b3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.409e+03, gradient 5.642e-03, dot -0.381; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8246414065361023, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 8ada8b3 to history. Total: 3
th(0)=3.8246414065361023;dx=-3.183162658925901E-5
Armijo: th(72202.49296730994)=3.952300488948822; dx=1.3919290233317838E-5 evalInputDelta=-0.12765908241271973
New Minimum: 3.8246414065361023 > 3.682201262563467
WOLF (strong): th(36101.24648365497)=3.682201262563467; dx=9.144690664407748E-6 evalInputDelta=0.14244014397263527
New Minimum: 3.682201262563467 > 3.6779111437499523
END: th(12033.74882788499)=3.6779111437499523; dx=-1.5097860846769248E-5 evalInputDelta=0.14673026278614998
Fitness changed from 3.8246414065361023 to 3.6779111437499523
Iteration 11 complete. Error: 3.6779111437499523 Total: 23.5574; Orientation: 0.0231; Line Search: 18.8957
Adding measurement 2607f72e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.108e+03, gradient 3.721e-03, dot -0.526; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6779111437499523, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 2607f72e to history. Total: 3
th(0)=3.6779111437499523;dx=-1.3845013085583202E-5
New Minimum: 3.6779111437499523 > 3.5153714641928673
END: th(25925.925925925945)=3.5153714641928673; dx=-1.1180040168587933E-5 evalInputDelta=0.16253967955708504
Fitness changed from 3.6779111437499523 to 3.5153714641928673
Iteration 12 complete. Error: 3.5153714641928673 Total: 15.2472; Orientation: 0.0232; Line Search: 10.4959
Adding measurement 567c9b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.063e+03, gradient 3.503e-03, dot -0.534; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5153714641928673, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 567c9b2 to history. Total: 3
th(0)=3.5153714641928673;dx=-1.2270835237284503E-5
New Minimum: 3.5153714641928673 > 3.240687359124422
END: th(55855.71418601184)=3.240687359124422; dx=-7.669761278909534E-6 evalInputDelta=0.2746841050684452
Fitness changed from 3.5153714641928673 to 3.240687359124422
Iteration 13 complete. Error: 3.240687359124422 Total: 14.1371; Orientation: 0.0232; Line Search: 9.4514
Adding measurement 5caa0250 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.967e+03, gradient 3.906e-03, dot -0.449; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.240687359124422, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 5caa0250 to history. Total: 3
th(0)=3.240687359124422;dx=-1.5253117419514232E-5
New Minimum: 3.240687359124422 > 3.224240116775036
WOLF (strong): th(120337.48827884992)=3.224240116775036; dx=2.8180940089246555E-6 evalInputDelta=0.016447242349386215
New Minimum: 3.224240116775036 > 3.1155968010425568
WOLF (strong): th(60168.74413942496)=3.1155968010425568; dx=1.5576869252718004E-6 evalInputDelta=0.1250905580818653
END: th(20056.248046474986)=3.131612740457058; dx=-6.530514530047504E-6 evalInputDelta=0.10907461866736412
Fitness changed from 3.240687359124422 to 3.1155968010425568
Iteration 14 complete. Error: 3.1155968010425568 Total: 23.6149; Orientation: 0.0229; Line Search: 18.8441
Adding measurement 4ccfc06b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.090e+03, gradient 5.536e-03, dot -0.321; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.1155968010425568, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 4ccfc06b to history. Total: 3
th(0)=3.1155968010425568;dx=-3.0652796167943385E-5
New Minimum: 3.1155968010425568 > 2.907350242137909
WOLF (strong): th(43209.87654320991)=2.907350242137909; dx=9.358522770677476E-6 evalInputDelta=0.20824655890464783
New Minimum: 2.907350242137909 > 2.8938437700271606
END: th(21604.938271604955)=2.8938437700271606; dx=-7.173285741795124E-6 evalInputDelta=0.22175303101539612
Fitness changed from 3.1155968010425568 to 2.8938437700271606
Iteration 15 complete. Error: 2.8938437700271606 Total: 18.7862; Orientation: 0.0229; Line Search: 14.1048
Adding measurement b8a615 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.430e+03, gradient 3.051e-03, dot -0.472; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.8938437700271606, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement b8a615 to history. Total: 3
th(0)=2.8938437700271606;dx=-9.307463429310857E-6
New Minimum: 2.8938437700271606 > 2.7353975623846054
END: th(46546.428488343205)=2.7353975623846054; dx=-4.439933564492958E-6 evalInputDelta=0.15844620764255524
Fitness changed from 2.8938437700271606 to 2.7353975623846054
Iteration 16 complete. Error: 2.7353975623846054 Total: 14.2881; Orientation: 0.0232; Line Search: 9.5601
Adding measurement 511cde69 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.604e+03, gradient 2.967e-03, dot -0.485; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7353975623846054, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 511cde69 to history. Total: 3
th(0)=2.7353975623846054;dx=-8.804021719422944E-6
New Minimum: 2.7353975623846054 > 2.571118824183941
END: th(100281.24023237494)=2.571118824183941; dx=-8.056761870520647E-8 evalInputDelta=0.16427873820066452
Fitness changed from 2.7353975623846054 to 2.571118824183941
Iteration 17 complete. Error: 2.571118824183941 Total: 15.2015; Orientation: 0.0225; Line Search: 9.6176
Adding measurement 531ead93 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.725e+03, gradient 4.354e-03, dot -0.341; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.571118824183941, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 531ead93 to history. Total: 3
th(0)=2.571118824183941;dx=-1.895392929440152E-5
Armijo: th(216049.3827160496)=3.432319790124893; dx=9.909519845046558E-6 evalInputDelta=-0.8612009659409523
Armijo: th(108024.6913580248)=2.6886645406484604; dx=1.3087777796787789E-5 evalInputDelta=-0.1175457164645195
New Minimum: 2.571118824183941 > 2.367121607065201
END: th(36008.23045267493)=2.367121607065201; dx=-3.9383104450745005E-6 evalInputDelta=0.20399721711874008
Fitness changed from 2.571118824183941 to 2.367121607065201
Iteration 18 complete. Error: 2.367121607065201 Total: 23.5182; Orientation: 0.0227; Line Search: 18.8143
Adding measurement 59c9b635 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.166e+03, gradient 2.486e-03, dot -0.469; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.367121607065201, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 59c9b635 to history. Total: 3
th(0)=2.367121607065201;dx=-6.180391110785806E-6
New Minimum: 2.367121607065201 > 2.1954172402620316
END: th(77577.38081390534)=2.1954172402620316; dx=-2.406310797453782E-6 evalInputDelta=0.17170436680316925
Fitness changed from 2.367121607065201 to 2.1954172402620316
Iteration 19 complete. Error: 2.1954172402620316 Total: 14.0539; Orientation: 0.0226; Line Search: 9.3304
Adding measurement 18ae9a03 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.802e+03, gradient 2.860e-03, dot -0.471; [58b5a8e0-2522-42e2-8315-cd4d07b1e354 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1954172402620316, 7.259634623304009, 8.125291349366307, 8.44172190176323
LBFGS Accumulation History: 3 points
Removed measurement 18ae9a03 to history. Total: 3
th(0)=2.1954172402620316;dx=-8.18141356572569E-6
Armijo: th(167135.40038729156)=2.302839294075966; dx=4.317657930345804E-6 evalInputDelta=-0.10742205381393433
New Minimum: 2.1954172402620316 > 2.1216800659894943
WOLF (strong): th(83567.70019364578)=2.1216800659894943; dx=2.020998753531836E-6 evalInputDelta=0.07373717427253723
New Minimum: 2.1216800659894943 > 2.1171537935733795
END: th(27855.900064548594)=2.1171537935733795; dx=-3.2167192998199684E-6 evalInputDelta=0.07826344668865204
Fitness changed from 2.1954172402620316 to 2.1171537935733795
Iteration 20 complete. Error: 2.1171537935733795 Total: 23.7390; Orientation: 0.0239; Line Search: 18.9871
Final threshold in iteration 21: 2.1171537935733795 (> -Infinity) after 414.539s (< 5400.000s)
