Reset training subject: 85625872362600
Reset training subject: 85635151493700
Adding measurement 18205f7 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.17611479759216309;dx=-9.64826131643066E-7
New Minimum: 0.17611479759216309 > 0.17611293494701385
WOLFE (weak): th(2.154434690031884)=0.17611293494701385; dx=-9.121170178446323E-7 evalInputDelta=1.862645149230957E-6
New Minimum: 0.17611293494701385 > 0.17611095309257507
WOLFE (weak): th(4.308869380063768)=0.17611095309257507; dx=-9.121150999831934E-7 evalInputDelta=3.844499588012695E-6
New Minimum: 0.17611095309257507 > 0.1761031597852707
WOLFE (weak): th(12.926608140191302)=0.1761031597852707; dx=-9.121135180007272E-7 evalInputDelta=1.163780689239502E-5
New Minimum: 0.1761031597852707 > 0.1760677546262741
WOLFE (weak): th(51.70643256076521)=0.1760677546262741; dx=-9.12096432722276E-7 evalInputDelta=4.704296588897705E-5
New Minimum: 0.1760677546262741 > 0.1758790761232376
WOLFE (weak): th(258.53216280382605)=0.1758790761232376; dx=-9.120703941036591E-7 evalInputDelta=2.3572146892547607E-4
New Minimum: 0.1758790761232376 > 0.1746998280286789
WOLFE (weak): th(1551.1929768229563)=0.1746998280286789; dx=-9.11877140610975E-7 evalInputDelta=0.001414969563484192
New Minimum: 0.1746998280286789 > 0.16621431708335876
WOLFE (weak): th(10858.350837760694)=0.16621431708335876; dx=-9.113936527367265E-7 evalInputDelta=0.009900480508804321
New Minimum: 0.16621431708335876 > 0.09715330600738525
WOLFE (weak): th(86866.80670208555)=0.09715330600738525; dx=-9.033666804346086E-7 evalInputDelta=0.07896149158477783
New Minimum: 0.09715330600738525 > -0.46071380376815796
END: th(781801.26031877)=-0.46071380376815796; dx=-6.970637255825001E-7 evalInputDelta=0.636828601360321
Fitness changed from 0.17611479759216309 to -0.46071380376815796
Iteration 1 complete. Error: -0.46071380376815796 Total: 196.1090; Orientation: 0.0121; Line Search: 155.3846
Adding measurement 1611268 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.46071380376815796;dx=-7.872713190680226E-7
New Minimum: -0.46071380376815796 > -1.464897908270359
END: th(1684339.7559414052)=-1.464897908270359; dx=-4.184538999152475E-7 evalInputDelta=1.004184104502201
Fitness changed from -0.46071380376815796 to -1.464897908270359
Iteration 2 complete. Error: -1.464897908270359 Total: 45.1044; Orientation: 0.0120; Line Search: 29.7459
Adding measurement 7f6ea866 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.464897908270359;dx=-4.648052957140257E-7
New Minimum: -1.464897908270359 > -2.4884132109582424
END: th(3628800.0)=-2.4884132109582424; dx=-1.3790249255090385E-7 evalInputDelta=1.0235153026878834
Fitness changed from -1.464897908270359 to -2.4884132109582424
Iteration 3 complete. Error: -2.4884132109582424 Total: 47.4448; Orientation: 0.0115; Line Search: 31.5011
Adding measurement 757285a8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.386e+03, gradient 5.205e-04, dot -0.433; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4884132109582424, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 757285a8 to history. Total: 3
th(0)=-2.4884132109582424;dx=-2.7096346172756186E-7
New Minimum: -2.4884132109582424 > -2.5519944950938225
WOLF (strong): th(7818012.6031877)=-2.5519944950938225; dx=5.827923143743228E-8 evalInputDelta=0.06358128413558006
New Minimum: -2.5519944950938225 > -2.749129593372345
WOLF (strong): th(3909006.30159385)=-2.749129593372345; dx=3.3239505645685245E-8 evalInputDelta=0.26071638241410255
END: th(1303002.1005312833)=-2.7156314626336098; dx=-9.281145065485781E-8 evalInputDelta=0.22721825167536736
Fitness changed from -2.4884132109582424 to -2.749129593372345
Iteration 4 complete. Error: -2.749129593372345 Total: 75.0131; Orientation: 0.1942; Line Search: 59.0214
Adding measurement 5022ec16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.796e+03, gradient 6.766e-04, dot -0.422; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.749129593372345, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 5022ec16 to history. Total: 3
th(0)=-2.749129593372345;dx=-4.577662323952947E-7
New Minimum: -2.749129593372345 > -2.974694162607193
WOLF (strong): th(2807232.9265690087)=-2.974694162607193; dx=1.7287882596620214E-7 evalInputDelta=0.22556456923484802
New Minimum: -2.974694162607193 > -3.091155283153057
END: th(1403616.4632845044)=-3.091155283153057; dx=-4.200646134519376E-8 evalInputDelta=0.3420256897807121
Fitness changed from -2.749129593372345 to -3.091155283153057
Iteration 5 complete. Error: -3.091155283153057 Total: 66.5234; Orientation: 0.1942; Line Search: 49.5204
Adding measurement 53c5d179 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.257e+03, gradient 2.587e-04, dot -0.595; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.091155283153057, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 53c5d179 to history. Total: 3
th(0)=-3.091155283153057;dx=-6.691490402113258E-8
New Minimum: -3.091155283153057 > -3.2485055923461914
END: th(3024000.0)=-3.2485055923461914; dx=-3.808105480679569E-8 evalInputDelta=0.1573503091931343
Fitness changed from -3.091155283153057 to -3.2485055923461914
Iteration 6 complete. Error: -3.2485055923461914 Total: 49.4601; Orientation: 0.1916; Line Search: 32.7580
Adding measurement 73983c66 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.054e+03, gradient 2.162e-04, dot -0.629; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2485055923461914, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 73983c66 to history. Total: 3
th(0)=-3.2485055923461914;dx=-4.6746332346615173E-8
New Minimum: -3.2485055923461914 > -3.3682915195822716
WOLF (strong): th(6515010.502656417)=-3.3682915195822716; dx=3.857032953136774E-9 evalInputDelta=0.11978592723608017
END: th(3257505.2513282085)=-3.34959564357996; dx=-1.687320309003207E-8 evalInputDelta=0.10109005123376846
Fitness changed from -3.2485055923461914 to -3.3682915195822716
Iteration 7 complete. Error: -3.3682915195822716 Total: 59.7888; Orientation: 0.1902; Line Search: 44.5249
Adding measurement 46e41188 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.715e+02, gradient 4.341e-04, dot -0.599; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3682915195822716, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 46e41188 to history. Total: 3
th(0)=-3.3682915195822716;dx=-1.8847723001805479E-7
Armijo: th(7018082.316422523)=-2.4529615119099617; dx=2.181257756445624E-7 evalInputDelta=-0.9153300076723099
Armijo: th(3509041.1582112615)=-3.2066033221781254; dx=1.8718523885781664E-7 evalInputDelta=-0.1616881974041462
New Minimum: -3.3682915195822716 > -3.472030993551016
WOLF (strong): th(1169680.3860704205)=-3.472030993551016; dx=1.4515434307836729E-9 evalInputDelta=0.10373947396874428
END: th(292420.0965176051)=-3.4157376512885094; dx=-1.360574689049308E-7 evalInputDelta=0.04744613170623779
Fitness changed from -3.3682915195822716 to -3.472030993551016
Iteration 8 complete. Error: -3.472030993551016 Total: 89.3034; Orientation: 0.1911; Line Search: 74.4976
Adding measurement 124e20c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.053e+03, gradient 1.619e-04, dot -0.557; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.472030993551016, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 124e20c6 to history. Total: 3
th(0)=-3.472030993551016;dx=-2.622096016928097E-8
New Minimum: -3.472030993551016 > -3.487445130944252
END: th(630000.0000000001)=-3.487445130944252; dx=-2.2673076848547904E-8 evalInputDelta=0.01541413739323616
Fitness changed from -3.472030993551016 to -3.487445130944252
Iteration 9 complete. Error: -3.487445130944252 Total: 45.2540; Orientation: 0.1930; Line Search: 30.2956
Adding measurement 49547f76 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.909e+03, gradient 1.452e-04, dot -0.585; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.487445130944252, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 49547f76 to history. Total: 3
th(0)=-3.487445130944252;dx=-2.107422468417418E-8
New Minimum: -3.487445130944252 > -3.5145166032016277
END: th(1357293.854720087)=-3.5145166032016277; dx=-1.877818790627872E-8 evalInputDelta=0.027071472257375717
Fitness changed from -3.487445130944252 to -3.5145166032016277
Iteration 10 complete. Error: -3.5145166032016277 Total: 46.3694; Orientation: 0.1913; Line Search: 30.2325
Adding measurement 30205f5b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.765e+03, gradient 1.353e-04, dot -0.592; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5145166032016277, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 30205f5b to history. Total: 3
th(0)=-3.5145166032016277;dx=-1.8315875678309424E-8
New Minimum: -3.5145166032016277 > -3.5649602189660072
END: th(2924200.9651760515)=-3.5649602189660072; dx=-1.6179654374843835E-8 evalInputDelta=0.0504436157643795
Fitness changed from -3.5145166032016277 to -3.5649602189660072
Iteration 11 complete. Error: -3.5649602189660072 Total: 45.3119; Orientation: 0.1921; Line Search: 30.1893
Adding measurement 19344169 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.769e+03, gradient 1.249e-04, dot -0.615; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5649602189660072, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 19344169 to history. Total: 3
th(0)=-3.5649602189660072;dx=-1.5611525317639475E-8
New Minimum: -3.5649602189660072 > -3.6514071859419346
END: th(6300000.000000002)=-3.6514071859419346; dx=-1.1909210142239488E-8 evalInputDelta=0.08644696697592735
Fitness changed from -3.5649602189660072 to -3.6514071859419346
Iteration 12 complete. Error: -3.6514071859419346 Total: 46.8828; Orientation: 0.1921; Line Search: 31.7975
Adding measurement 487481b8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.350e+03, gradient 1.232e-04, dot -0.520; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6514071859419346, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 487481b8 to history. Total: 3
th(0)=-3.6514071859419346;dx=-1.517280705707316E-8
Armijo: th(1.3572938547200872E7)=-3.6201563831418753; dx=1.417252206863735E-8 evalInputDelta=-0.03125080280005932
New Minimum: -3.6514071859419346 > -3.6852125208824873
WOLF (strong): th(6786469.273600436)=-3.6852125208824873; dx=3.782160922679574E-9 evalInputDelta=0.03380533494055271
END: th(2262156.4245334785)=-3.6773463264107704; dx=-7.916443414402773E-9 evalInputDelta=0.02593914046883583
Fitness changed from -3.6514071859419346 to -3.6852125208824873
Iteration 13 complete. Error: -3.6852125208824873 Total: 79.0463; Orientation: 0.1921; Line Search: 63.2834
Adding measurement 4b74a970 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.292e+03, gradient 2.743e-04, dot -0.349; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6852125208824873, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 4b74a970 to history. Total: 3
th(0)=-3.6852125208824873;dx=-7.526020559692085E-8
Armijo: th(4873668.275293419)=-3.5172163508832455; dx=1.1518133195039549E-7 evalInputDelta=-0.16799616999924183
New Minimum: -3.6852125208824873 > -3.718154411762953
WOLF (strong): th(2436834.1376467096)=-3.718154411762953; dx=4.255355958780756E-8 evalInputDelta=0.03294189088046551
New Minimum: -3.718154411762953 > -3.7289892993867397
END: th(812278.0458822366)=-3.7289892993867397; dx=-3.248359028238296E-8 evalInputDelta=0.043776778504252434
Fitness changed from -3.6852125208824873 to -3.7289892993867397
Iteration 14 complete. Error: -3.7289892993867397 Total: 77.4225; Orientation: 0.1911; Line Search: 61.5621
Adding measurement fe332e2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.776e+03, gradient 1.348e-04, dot -0.509; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7289892993867397, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement fe332e2 to history. Total: 3
th(0)=-3.7289892993867397;dx=-1.8181149094743163E-8
New Minimum: -3.7289892993867397 > -3.7494083866477013
END: th(1750000.0000000007)=-3.7494083866477013; dx=-5.209262689447446E-9 evalInputDelta=0.020419087260961533
Fitness changed from -3.7289892993867397 to -3.7494083866477013
Iteration 15 complete. Error: -3.7494083866477013 Total: 45.9247; Orientation: 0.1907; Line Search: 30.4029
Adding measurement 4ae9e374 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.304e+03, gradient 1.016e-04, dot -0.553; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7494083866477013, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 4ae9e374 to history. Total: 3
th(0)=-3.7494083866477013;dx=-1.0325619735076288E-8
New Minimum: -3.7494083866477013 > -3.7779443338513374
END: th(3770260.7075557983)=-3.7779443338513374; dx=-4.929168656206953E-9 evalInputDelta=0.02853594720363617
Fitness changed from -3.7494083866477013 to -3.7779443338513374
Iteration 16 complete. Error: -3.7779443338513374 Total: 44.6421; Orientation: 0.1963; Line Search: 29.4367
Adding measurement 72ebc63b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.677e+03, gradient 1.211e-04, dot -0.519; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7779443338513374, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 72ebc63b to history. Total: 3
th(0)=-3.7779443338513374;dx=-1.4672606819140584E-8
Armijo: th(8122780.458822368)=-3.7200132198631763; dx=2.6388252064135964E-8 evalInputDelta=-0.05793111398816109
New Minimum: -3.7779443338513374 > -3.7910097800195217
WOLF (strong): th(4061390.229411184)=-3.7910097800195217; dx=7.775778625416799E-9 evalInputDelta=0.01306544616818428
New Minimum: -3.7910097800195217 > -3.792532157152891
END: th(1353796.7431370614)=-3.792532157152891; dx=-6.886022721906863E-9 evalInputDelta=0.014587823301553726
Fitness changed from -3.7779443338513374 to -3.792532157152891
Iteration 17 complete. Error: -3.792532157152891 Total: 76.1114; Orientation: 0.1932; Line Search: 60.4131
Adding measurement 6b70c442 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.371e+03, gradient 8.774e-05, dot -0.615; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.792532157152891, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 6b70c442 to history. Total: 3
th(0)=-3.792532157152891;dx=-7.697555113447278E-9
New Minimum: -3.792532157152891 > -3.8140590228140354
WOLFE (weak): th(2916666.666666669)=-3.8140590228140354; dx=-7.067107822933413E-9 evalInputDelta=0.021526865661144257
New Minimum: -3.8140590228140354 > -3.833867095410824
END: th(5833333.333333338)=-3.833867095410824; dx=-6.511302591236371E-9 evalInputDelta=0.04133493825793266
Fitness changed from -3.792532157152891 to -3.833867095410824
Iteration 18 complete. Error: -3.833867095410824 Total: 61.1052; Orientation: 0.1906; Line Search: 46.1140
Adding measurement 4d713d6a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.465e+03, gradient 8.909e-05, dot -0.598; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.833867095410824, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 4d713d6a to history. Total: 3
th(0)=-3.833867095410824;dx=-7.936190965272195E-9
New Minimum: -3.833867095410824 > -3.8522222451865673
WOLF (strong): th(1.2567535691852665E7)=-3.8522222451865673; dx=4.072971959700626E-9 evalInputDelta=0.018355149775743484
New Minimum: -3.8522222451865673 > -3.861608788371086
END: th(6283767.845926332)=-3.861608788371086; dx=-1.2579298852110326E-9 evalInputDelta=0.0277416929602623
Fitness changed from -3.833867095410824 to -3.861608788371086
Iteration 19 complete. Error: -3.861608788371086 Total: 61.1885; Orientation: 0.1911; Line Search: 46.4467
Adding measurement 1fddd6d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.578e+02, gradient 1.620e-04, dot -0.355; [b264525d-55b4-4c1b-9309-2eccbf77fe24 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.861608788371086, -1.464897908270359, -0.46071380376815796, 0.17611479759216309
LBFGS Accumulation History: 3 points
Removed measurement 1fddd6d5 to history. Total: 3
th(0)=-3.861608788371086;dx=-2.625315111189512E-8
Armijo: th(1.3537967431370616E7)=-3.242823500186205; dx=7.674242290980025E-8 evalInputDelta=-0.6187852881848812
Armijo: th(6768983.715685308)=-3.7133374102413654; dx=5.597601912087071E-8 evalInputDelta=-0.1482713781297207
New Minimum: -3.861608788371086 > -3.877301489934325
WOLF (strong): th(2256327.905228436)=-3.877301489934325; dx=1.0765085954349219E-8 evalInputDelta=0.015692701563239098
END: th(564081.976307109)=-3.87353852391243; dx=-1.6105166348812106E-8 evalInputDelta=0.011929735541343689
Fitness changed from -3.861608788371086 to -3.877301489934325
Iteration 20 complete. Error: -3.877301489934325 Total: 89.0578; Orientation: 0.1930; Line Search: 74.0973
Final threshold in iteration 21: -3.877301489934325 (> -Infinity) after 1347.063s (< 5400.000s)
