Reset training subject: 694009318016400
Reset training subject: 694032647752600
Adding measurement 711bed2b to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=7.0285908579826355;dx=-1.6962641238484913E-5
New Minimum: 7.0285908579826355 > 7.028573252260685
WOLFE (weak): th(2.154434690031884)=7.028573252260685; dx=-1.6947598431809277E-5 evalInputDelta=1.7605721950531006E-5
New Minimum: 7.028573252260685 > 7.028555698692799
WOLFE (weak): th(4.308869380063768)=7.028555698692799; dx=-1.6947322518143325E-5 evalInputDelta=3.5159289836883545E-5
New Minimum: 7.028555698692799 > 7.028485924005508
WOLFE (weak): th(12.926608140191302)=7.028485924005508; dx=-1.6945863900213184E-5 evalInputDelta=1.049339771270752E-4
New Minimum: 7.028485924005508 > 7.028171993792057
WOLFE (weak): th(51.70643256076521)=7.028171993792057; dx=-1.6947289307162132E-5 evalInputDelta=4.188641905784607E-4
New Minimum: 7.028171993792057 > 7.02649661898613
WOLFE (weak): th(258.53216280382605)=7.02649661898613; dx=-1.695329861177475E-5 evalInputDelta=0.0020942389965057373
New Minimum: 7.02649661898613 > 7.016009271144867
WOLFE (weak): th(1551.1929768229563)=7.016009271144867; dx=-1.6992382372967534E-5 evalInputDelta=0.012581586837768555
New Minimum: 7.016009271144867 > 6.939622834324837
WOLFE (weak): th(10858.350837760694)=6.939622834324837; dx=-1.7202228604172236E-5 evalInputDelta=0.08896802365779877
New Minimum: 6.939622834324837 > 6.325425244867802
WOLFE (weak): th(86866.80670208555)=6.325425244867802; dx=-1.562161650497996E-5 evalInputDelta=0.7031656131148338
New Minimum: 6.325425244867802 > 3.2965315133333206
END: th(781801.26031877)=3.2965315133333206; dx=-5.206817957394982E-6 evalInputDelta=3.732059344649315
Fitness changed from 7.0285908579826355 to 3.2965315133333206
Iteration 1 complete. Error: 3.2965315133333206 Total: 292.9614; Orientation: 0.0603; Line Search: 225.0978
Iteration 1
Adding measurement 2a53ea09 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=3.2965315133333206;dx=-6.386990522335403E-6
New Minimum: 3.2965315133333206 > 0.6829666197299957
END: th(1684339.7559414052)=0.6829666197299957; dx=-1.6511235044994298E-6 evalInputDelta=2.613564893603325
Fitness changed from 3.2965315133333206 to 0.6829666197299957
Iteration 2 complete. Error: 0.6829666197299957 Total: 67.3317; Orientation: 0.0504; Line Search: 44.9841
Iteration 2
Adding measurement 153a4282 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.6829666197299957;dx=-2.027819488114877E-6
New Minimum: 0.6829666197299957 > -1.126804955303669
END: th(3628800.0)=-1.126804955303669; dx=-5.159572922285622E-7 evalInputDelta=1.8097715750336647
Fitness changed from 0.6829666197299957 to -1.126804955303669
Iteration 3 complete. Error: -1.126804955303669 Total: 66.9618; Orientation: 0.0489; Line Search: 44.4721
Iteration 3
Adding measurement 6896fcde to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.679e+03, gradient 9.524e-04, dot -0.852; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.0285908579826355, 3.2965315133333206, 0.6829666197299957, -1.126804955303669
LBFGS Accumulation History: 3 points
Removed measurement 711bed2b to history. Total: 4
th(0)=-1.126804955303669;dx=-9.070380370896336E-7
New Minimum: -1.126804955303669 > -2.2770743519067764
END: th(7818012.6031877)=-2.2770743519067764; dx=-6.19265512572322E-8 evalInputDelta=1.1502693966031075
Fitness changed from -1.126804955303669 to -2.2770743519067764
Iteration 4 complete. Error: -2.2770743519067764 Total: 68.3654; Orientation: 1.1007; Line Search: 44.9490
Iteration 4
Adding measurement 17c27e13 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.430e+03, gradient 7.958e-04, dot -0.741; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2965315133333206, 0.6829666197299957, -1.126804955303669, -2.2770743519067764
LBFGS Accumulation History: 3 points
Removed measurement 2a53ea09 to history. Total: 4
th(0)=-2.2770743519067764;dx=-6.332203889823332E-7
Armijo: th(1.684339755941405E7)=-1.9098359942436218; dx=2.454563187677053E-7 evalInputDelta=-0.3672383576631546
New Minimum: -2.2770743519067764 > -2.7962148636579514
WOLF (strong): th(8421698.779707026)=-2.7962148636579514; dx=4.129391748255203E-8 evalInputDelta=0.5191405117511749
END: th(2807232.9265690087)=-2.7572839595377445; dx=-1.980802278839982E-7 evalInputDelta=0.4802096076309681
Fitness changed from -2.2770743519067764 to -2.7962148636579514
Iteration 5 complete. Error: -2.7962148636579514 Total: 112.5435; Orientation: 1.0911; Line Search: 89.4750
Iteration 5
Adding measurement 5a9f55 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.881e+03, gradient 7.027e-04, dot -0.742; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6829666197299957, -1.126804955303669, -2.2770743519067764, -2.7962148636579514
LBFGS Accumulation History: 3 points
Removed measurement 153a4282 to history. Total: 4
th(0)=-2.7962148636579514;dx=-4.937276390294338E-7
New Minimum: -2.7962148636579514 > -3.158596459776163
WOLF (strong): th(6048000.0)=-3.158596459776163; dx=3.436067746386934E-8 evalInputDelta=0.36238159611821175
New Minimum: -3.158596459776163 > -3.1695605851709843
END: th(3024000.0)=-3.1695605851709843; dx=-9.571965228090485E-8 evalInputDelta=0.3733457215130329
Fitness changed from -2.7962148636579514 to -3.1695605851709843
Iteration 6 complete. Error: -3.1695605851709843 Total: 90.1744; Orientation: 1.0991; Line Search: 66.9787
Adding measurement 16542851 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.630e+03, gradient 5.083e-04, dot -0.749; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.126804955303669, -2.2770743519067764, -2.7962148636579514, -3.1695605851709843
LBFGS Accumulation History: 3 points
Removed measurement 6896fcde to history. Total: 4
th(0)=-3.1695605851709843;dx=-2.5832074837641166E-7
New Minimum: -3.1695605851709843 > -3.318937923759222
WOLF (strong): th(6515010.502656417)=-3.318937923759222; dx=6.56896339420949E-8 evalInputDelta=0.14937733858823776
New Minimum: -3.318937923759222 > -3.3800011817365885
END: th(3257505.2513282085)=-3.3800011817365885; dx=-6.166826333942588E-8 evalInputDelta=0.2104405965656042
Fitness changed from -3.1695605851709843 to -3.3800011817365885
Iteration 7 complete. Error: -3.3800011817365885 Total: 90.7022; Orientation: 1.0984; Line Search: 67.4865
Adding measurement 7cdb13f9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.769e+03, gradient 4.374e-04, dot -0.744; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2770743519067764, -2.7962148636579514, -3.1695605851709843, -3.3800011817365885
LBFGS Accumulation History: 3 points
Removed measurement 17c27e13 to history. Total: 4
th(0)=-3.3800011817365885;dx=-1.9128415925720455E-7
New Minimum: -3.3800011817365885 > -3.5051024854183197
WOLF (strong): th(7018082.316422523)=-3.5051024854183197; dx=2.413282973856515E-8 evalInputDelta=0.12510130368173122
New Minimum: -3.5051024854183197 > -3.5295739378780127
END: th(3509041.1582112615)=-3.5295739378780127; dx=-3.813170419116537E-8 evalInputDelta=0.14957275614142418
Fitness changed from -3.3800011817365885 to -3.5295739378780127
Iteration 8 complete. Error: -3.5295739378780127 Total: 90.9337; Orientation: 1.1048; Line Search: 67.3591
Adding measurement 79f4e89 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.162e+03, gradient 3.990e-04, dot -0.730; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7962148636579514, -3.1695605851709843, -3.3800011817365885, -3.5295739378780127
LBFGS Accumulation History: 3 points
Removed measurement 5a9f55 to history. Total: 4
th(0)=-3.5295739378780127;dx=-1.5917131575944926E-7
New Minimum: -3.5295739378780127 > -3.5310607980936766
WOLF (strong): th(7560000.000000002)=-3.5310607980936766; dx=7.882173074690819E-8 evalInputDelta=0.00148686021566391
New Minimum: -3.5310607980936766 > -3.64523571357131
END: th(3780000.000000001)=-3.64523571357131; dx=-1.3070893100853754E-8 evalInputDelta=0.11566177569329739
Fitness changed from -3.5295739378780127 to -3.64523571357131
Iteration 9 complete. Error: -3.64523571357131 Total: 90.6372; Orientation: 1.0846; Line Search: 67.1114
Adding measurement 74a90987 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.240e+03, gradient 3.984e-04, dot -0.664; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1695605851709843, -3.3800011817365885, -3.5295739378780127, -3.64523571357131
LBFGS Accumulation History: 3 points
Removed measurement 16542851 to history. Total: 4
th(0)=-3.64523571357131;dx=-1.5869225246438085E-7
Armijo: th(8143763.128320523)=-3.6277828942984343; dx=6.611070245692988E-8 evalInputDelta=-0.017452819272875786
New Minimum: -3.64523571357131 > -3.7379994243383408
WOLF (strong): th(4071881.5641602613)=-3.7379994243383408; dx=1.0356787749008042E-8 evalInputDelta=0.09276371076703072
END: th(1357293.854720087)=-3.7147579733282328; dx=-8.40677587726129E-8 evalInputDelta=0.06952225975692272
Fitness changed from -3.64523571357131 to -3.7379994243383408
Iteration 10 complete. Error: -3.7379994243383408 Total: 112.5891; Orientation: 1.0933; Line Search: 89.1489
Iteration 10
Adding measurement 1327ef31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.272e+03, gradient 4.049e-04, dot -0.638; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3800011817365885, -3.5295739378780127, -3.64523571357131, -3.7379994243383408
LBFGS Accumulation History: 3 points
Removed measurement 7cdb13f9 to history. Total: 4
th(0)=-3.7379994243383408;dx=-1.6396674960910363E-7
New Minimum: -3.7379994243383408 > -3.8326984457671642
END: th(2924200.9651760515)=-3.8326984457671642; dx=-1.0299597077607862E-8 evalInputDelta=0.09469902142882347
Fitness changed from -3.7379994243383408 to -3.8326984457671642
Iteration 11 complete. Error: -3.8326984457671642 Total: 67.6864; Orientation: 1.0876; Line Search: 44.0939
Adding measurement 4fd63227 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.856e+03, gradient 3.122e-04, dot -0.730; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5295739378780127, -3.64523571357131, -3.7379994243383408, -3.8326984457671642
LBFGS Accumulation History: 3 points
Removed measurement 79f4e89 to history. Total: 4
th(0)=-3.8326984457671642;dx=-9.748571796358174E-8
New Minimum: -3.8326984457671642 > -3.894178193062544
WOLF (strong): th(6300000.000000002)=-3.894178193062544; dx=6.44295481486999E-9 evalInputDelta=0.06147974729537964
New Minimum: -3.894178193062544 > -3.9013201128691435
END: th(3150000.000000001)=-3.9013201128691435; dx=-2.9596290264109868E-8 evalInputDelta=0.06862166710197926
Fitness changed from -3.8326984457671642 to -3.9013201128691435
Iteration 12 complete. Error: -3.9013201128691435 Total: 91.9273; Orientation: 1.0981; Line Search: 68.7796
Adding measurement 1ddba203 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.976e+03, gradient 2.830e-04, dot -0.763; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.64523571357131, -3.7379994243383408, -3.8326984457671642, -3.9013201128691435
LBFGS Accumulation History: 3 points
Removed measurement 74a90987 to history. Total: 4
th(0)=-3.9013201128691435;dx=-8.010102046789293E-8
New Minimum: -3.9013201128691435 > -3.9590702410787344
END: th(6786469.273600436)=-3.9590702410787344; dx=-2.1010755924155046E-9 evalInputDelta=0.05775012820959091
Fitness changed from -3.9013201128691435 to -3.9590702410787344
Iteration 13 complete. Error: -3.9590702410787344 Total: 68.2291; Orientation: 1.1067; Line Search: 44.8028
Adding measurement 44983d2f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.476e+03, gradient 4.070e-04, dot -0.533; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7379994243383408, -3.8326984457671642, -3.9013201128691435, -3.9590702410787344
LBFGS Accumulation History: 3 points
Removed measurement 1327ef31 to history. Total: 4
th(0)=-3.9590702410787344;dx=-1.6568011803603555E-7
Armijo: th(1.462100482588026E7)=-3.4663004968315363; dx=1.244062184457324E-7 evalInputDelta=-0.4927697442471981
Armijo: th(7310502.41294013)=-3.8678828477859497; dx=1.021966383210758E-7 evalInputDelta=-0.09118739329278469
New Minimum: -3.9590702410787344 > -4.039353366941214
END: th(2436834.13764671)=-4.039353366941214; dx=-9.464893836736656E-9 evalInputDelta=0.08028312586247921
Fitness changed from -3.9590702410787344 to -4.039353366941214
Iteration 14 complete. Error: -4.039353366941214 Total: 113.9236; Orientation: 1.1038; Line Search: 90.1747
Adding measurement 611ab9d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.335e+03, gradient 2.605e-04, dot -0.695; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8326984457671642, -3.9013201128691435, -3.9590702410787344, -4.039353366941214
LBFGS Accumulation History: 3 points
Removed measurement 4fd63227 to history. Total: 4
th(0)=-4.039353366941214;dx=-6.785389944484992E-8
New Minimum: -4.039353366941214 > -4.091908833011985
END: th(5250000.000000003)=-4.091908833011985; dx=-7.681291894975086E-9 evalInputDelta=0.05255546607077122
Fitness changed from -4.039353366941214 to -4.091908833011985
Iteration 15 complete. Error: -4.091908833011985 Total: 69.1808; Orientation: 1.0935; Line Search: 44.7383
Iteration 15
Adding measurement 14559ea4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.122e+03, gradient 3.191e-04, dot -0.574; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9013201128691435, -3.9590702410787344, -4.039353366941214, -4.091908833011985
LBFGS Accumulation History: 3 points
Removed measurement 1ddba203 to history. Total: 4
th(0)=-4.091908833011985;dx=-1.0184354958955212E-7
Armijo: th(1.1310782122667396E7)=-3.9072032794356346; dx=7.161570742633828E-8 evalInputDelta=-0.1847055535763502
New Minimum: -4.091908833011985 > -4.096155529841781
WOLF (strong): th(5655391.061333698)=-4.096155529841781; dx=3.5701634966941625E-8 evalInputDelta=0.004246696829795837
New Minimum: -4.096155529841781 > -4.13738976418972
END: th(1885130.3537778994)=-4.13738976418972; dx=-3.06905222064925E-8 evalInputDelta=0.04548093117773533
Fitness changed from -4.091908833011985 to -4.13738976418972
Iteration 16 complete. Error: -4.13738976418972 Total: 113.1078; Orientation: 1.1008; Line Search: 89.7087
Adding measurement 5ea38308 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.391e+03, gradient 2.226e-04, dot -0.793; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9590702410787344, -4.039353366941214, -4.091908833011985, -4.13738976418972
LBFGS Accumulation History: 3 points
Removed measurement 44983d2f to history. Total: 4
th(0)=-4.13738976418972;dx=-4.955215807954579E-8
New Minimum: -4.13738976418972 > -4.179140971973538
END: th(4061390.2294111843)=-4.179140971973538; dx=-2.395587980038049E-8 evalInputDelta=0.041751207783818245
Fitness changed from -4.13738976418972 to -4.179140971973538
Iteration 17 complete. Error: -4.179140971973538 Total: 67.8972; Orientation: 1.1040; Line Search: 45.0937
Adding measurement 3b5924b4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.046e+03, gradient 2.286e-04, dot -0.735; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.039353366941214, -4.091908833011985, -4.13738976418972, -4.179140971973538
LBFGS Accumulation History: 3 points
Removed measurement 611ab9d9 to history. Total: 4
th(0)=-4.179140971973538;dx=-5.2252362406841386E-8
New Minimum: -4.179140971973538 > -4.21748186647892
END: th(8750000.000000006)=-4.21748186647892; dx=-1.1495603394509807E-8 evalInputDelta=0.038340894505381584
Fitness changed from -4.179140971973538 to -4.21748186647892
Iteration 18 complete. Error: -4.21748186647892 Total: 68.0789; Orientation: 1.0929; Line Search: 44.6465
Adding measurement ed510d0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.199e+03, gradient 2.796e-04, dot -0.572; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.091908833011985, -4.13738976418972, -4.179140971973538, -4.21748186647892
LBFGS Accumulation History: 3 points
Removed measurement 14559ea4 to history. Total: 4
th(0)=-4.21748186647892;dx=-7.815904160918318E-8
Armijo: th(1.8851303537778996E7)=-3.976038372144103; dx=4.337354273761001E-8 evalInputDelta=-0.24144349433481693
Armijo: th(9425651.768889498)=-4.206703346222639; dx=2.1480070547629995E-8 evalInputDelta=-0.010778520256280899
New Minimum: -4.21748186647892 > -4.268499240279198
END: th(3141883.922963166)=-4.268499240279198; dx=-2.0606793306834212E-8 evalInputDelta=0.05101737380027771
Fitness changed from -4.21748186647892 to -4.268499240279198
Iteration 19 complete. Error: -4.268499240279198 Total: 112.8593; Orientation: 1.0831; Line Search: 89.6164
Adding measurement 21d96dda to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.780e+03, gradient 2.346e-04, dot -0.649; [c68c4d60-c1a8-4a52-a17d-b49ba5b89e1c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.13738976418972, -4.179140971973538, -4.21748186647892, -4.268499240279198
LBFGS Accumulation History: 3 points
Removed measurement 5ea38308 to history. Total: 4
th(0)=-4.268499240279198;dx=-5.503640467516894E-8
New Minimum: -4.268499240279198 > -4.297153569757938
WOLF (strong): th(6768983.715685308)=-4.297153569757938; dx=6.713910989228937E-10 evalInputDelta=0.028654329478740692
New Minimum: -4.297153569757938 > -4.3050481751561165
END: th(3384491.857842654)=-4.3050481751561165; dx=-1.8348063526185533E-8 evalInputDelta=0.03654893487691879
Fitness changed from -4.268499240279198 to -4.3050481751561165
Iteration 20 complete. Error: -4.3050481751561165 Total: 90.4472; Orientation: 1.1025; Line Search: 66.9928
Iteration 20
Final threshold in iteration 21: -4.3050481751561165 (> -Infinity) after 1946.564s (< 5400.000s)