Reset training subject: 531467258830899
Reset training subject: 531471745373000
Adding measurement 4dc32e85 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.2764502912759781;dx=-6.941407121536149E-7
New Minimum: 0.2764502912759781 > 0.276447132229805
WOLFE (weak): th(2.154434690031884)=0.276447132229805; dx=-6.729551944658937E-7 evalInputDelta=3.159046173095703E-6
New Minimum: 0.276447132229805 > 0.27644407749176025
WOLFE (weak): th(4.308869380063768)=0.27644407749176025; dx=-6.937277829621385E-7 evalInputDelta=6.213784217834473E-6
New Minimum: 0.27644407749176025 > 0.2764318138360977
WOLFE (weak): th(12.926608140191302)=0.2764318138360977; dx=-6.794148568171378E-7 evalInputDelta=1.8477439880371094E-5
New Minimum: 0.2764318138360977 > 0.27637578547000885
WOLFE (weak): th(51.70643256076521)=0.27637578547000885; dx=-6.495292753573398E-7 evalInputDelta=7.450580596923828E-5
New Minimum: 0.27637578547000885 > 0.2760773301124573
WOLFE (weak): th(258.53216280382605)=0.2760773301124573; dx=-6.857148628139463E-7 evalInputDelta=3.72961163520813E-4
New Minimum: 0.2760773301124573 > 0.27421270310878754
WOLFE (weak): th(1551.1929768229563)=0.27421270310878754; dx=-6.647413756746175E-7 evalInputDelta=0.0022375881671905518
New Minimum: 0.27421270310878754 > 0.26081663370132446
WOLFE (weak): th(10858.350837760694)=0.26081663370132446; dx=-6.424798432943169E-7 evalInputDelta=0.015633657574653625
New Minimum: 0.26081663370132446 > 0.15474861860275269
WOLFE (weak): th(86866.80670208555)=0.15474861860275269; dx=-6.402969459599597E-7 evalInputDelta=0.1217016726732254
New Minimum: 0.15474861860275269 > -0.5336022078990936
END: th(781801.26031877)=-0.5336022078990936; dx=-3.3110295230088787E-7 evalInputDelta=0.8100524991750717
Fitness changed from 0.2764502912759781 to -0.5336022078990936
Iteration 1 complete. Error: -0.5336022078990936 Total: 57.1035; Orientation: 0.0038; Line Search: 43.8451
Adding measurement 5217f526 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.5336022078990936;dx=-2.7802454474406446E-7
New Minimum: -0.5336022078990936 > -1.1823550909757614
END: th(1684339.7559414052)=-1.1823550909757614; dx=-1.2169885605920614E-7 evalInputDelta=0.6487528830766678
Fitness changed from -0.5336022078990936 to -1.1823550909757614
Iteration 2 complete. Error: -1.1823550909757614 Total: 13.1595; Orientation: 0.0037; Line Search: 8.8144
Adding measurement 3cf35d1 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.1823550909757614;dx=-1.3405674585307515E-7
New Minimum: -1.1823550909757614 > -1.7053047567605972
END: th(3628800.0)=-1.7053047567605972; dx=-4.207863864847823E-8 evalInputDelta=0.5229496657848358
Fitness changed from -1.1823550909757614 to -1.7053047567605972
Iteration 3 complete. Error: -1.7053047567605972 Total: 13.1593; Orientation: 0.0036; Line Search: 8.7975
Adding measurement 7b958cdc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.291e+03, gradient 2.957e-04, dot -0.601; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7053047567605972, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 7b958cdc to history. Total: 3
th(0)=-1.7053047567605972;dx=-7.464185026277138E-8
New Minimum: -1.7053047567605972 > -2.0551099106669426
END: th(7818012.6031877)=-2.0551099106669426; dx=-5.390665029767559E-9 evalInputDelta=0.34980515390634537
Fitness changed from -1.7053047567605972 to -2.0551099106669426
Iteration 4 complete. Error: -2.0551099106669426 Total: 13.2947; Orientation: 0.0916; Line Search: 8.8366
Adding measurement 2b4c1540 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.775e+02, gradient 2.906e-04, dot -0.434; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.0551099106669426, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 2b4c1540 to history. Total: 3
th(0)=-2.0551099106669426;dx=-6.648133101332807E-8
Armijo: th(1.684339755941405E7)=-0.9466960392892361; dx=4.8381676227119595E-8 evalInputDelta=-1.1084138713777065
Armijo: th(8421698.779707026)=-1.933264136314392; dx=3.170589760611201E-8 evalInputDelta=-0.1218457743525505
New Minimum: -2.0551099106669426 > -2.239922419190407
END: th(2807232.9265690087)=-2.239922419190407; dx=-1.6461114155608001E-9 evalInputDelta=0.1848125085234642
Fitness changed from -2.0551099106669426 to -2.239922419190407
Iteration 5 complete. Error: -2.239922419190407 Total: 22.1137; Orientation: 0.0577; Line Search: 17.6429
Adding measurement 4092dfda to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.048e+03, gradient 2.904e-04, dot -0.415; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.239922419190407, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 4092dfda to history. Total: 3
th(0)=-2.239922419190407;dx=-6.930085818450258E-8
Armijo: th(6048000.0)=-2.113922119140625; dx=3.6094146557041866E-8 evalInputDelta=-0.1260003000497818
New Minimum: -2.239922419190407 > -2.318652965128422
WOLF (strong): th(3024000.0)=-2.318652965128422; dx=1.605494474870908E-8 evalInputDelta=0.07873054593801498
New Minimum: -2.318652965128422 > -2.3265636190772057
END: th(1008000.0)=-2.3265636190772057; dx=-2.72555907910274E-8 evalInputDelta=0.08664119988679886
Fitness changed from -2.239922419190407 to -2.3265636190772057
Iteration 6 complete. Error: -2.3265636190772057 Total: 21.5934; Orientation: 0.0549; Line Search: 17.1931
Adding measurement 6decd5dc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.273e+03, gradient 1.742e-04, dot -0.515; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3265636190772057, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 6decd5dc to history. Total: 3
th(0)=-2.3265636190772057;dx=-2.3723619637568564E-8
New Minimum: -2.3265636190772057 > -2.4069986790418625
END: th(2171670.1675521387)=-2.4069986790418625; dx=-1.974009779041863E-8 evalInputDelta=0.08043505996465683
Fitness changed from -2.3265636190772057 to -2.4069986790418625
Iteration 7 complete. Error: -2.4069986790418625 Total: 13.1382; Orientation: 0.0547; Line Search: 8.6208
Adding measurement 27494cfb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.276e+03, gradient 1.622e-04, dot -0.518; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4069986790418625, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 27494cfb to history. Total: 3
th(0)=-2.4069986790418625;dx=-1.7275782679117217E-8
New Minimum: -2.4069986790418625 > -2.5403836891055107
END: th(4678721.544281681)=-2.5403836891055107; dx=-1.1074716909939024E-8 evalInputDelta=0.13338501006364822
Fitness changed from -2.4069986790418625 to -2.5403836891055107
Iteration 8 complete. Error: -2.5403836891055107 Total: 12.8712; Orientation: 0.0538; Line Search: 8.5518
Adding measurement 4118e400 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.554e+03, gradient 1.411e-04, dot -0.575; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5403836891055107, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 4118e400 to history. Total: 3
th(0)=-2.5403836891055107;dx=-1.6373495022038586E-8
New Minimum: -2.5403836891055107 > -2.6941176168620586
END: th(1.008E7)=-2.6941176168620586; dx=-7.304381951183018E-9 evalInputDelta=0.15373392775654793
Fitness changed from -2.5403836891055107 to -2.6941176168620586
Iteration 9 complete. Error: -2.6941176168620586 Total: 14.0601; Orientation: 0.0538; Line Search: 9.4922
Adding measurement 4257cacd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.625e+03, gradient 1.646e-04, dot -0.432; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6941176168620586, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 4257cacd to history. Total: 3
th(0)=-2.6941176168620586;dx=-2.1726649339173033E-8
Armijo: th(2.171670167552139E7)=-2.4388299472630024; dx=9.119056122753155E-9 evalInputDelta=-0.25528766959905624
New Minimum: -2.6941176168620586 > -2.7033607847988605
WOLF (strong): th(1.0858350837760694E7)=-2.7033607847988605; dx=5.08020328250759E-9 evalInputDelta=0.00924316793680191
New Minimum: -2.7033607847988605 > -2.761762849986553
END: th(3619450.279253565)=-2.761762849986553; dx=-4.753336252669631E-9 evalInputDelta=0.06764523312449455
Fitness changed from -2.6941176168620586 to -2.761762849986553
Iteration 10 complete. Error: -2.761762849986553 Total: 21.6159; Orientation: 0.0554; Line Search: 17.2589
Adding measurement 3987842c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.808e+03, gradient 1.442e-04, dot -0.479; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.761762849986553, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 3987842c to history. Total: 3
th(0)=-2.761762849986553;dx=-1.634321396614803E-8
Armijo: th(7797869.240469469)=-2.6491969488561153; dx=1.7919219936124515E-8 evalInputDelta=-0.11256590113043785
New Minimum: -2.761762849986553 > -2.7904268614947796
WOLF (strong): th(3898934.6202347344)=-2.7904268614947796; dx=4.296198365707895E-9 evalInputDelta=0.028664011508226395
New Minimum: -2.7904268614947796 > -2.792898241430521
END: th(1299644.8734115781)=-2.792898241430521; dx=-9.662825269231845E-9 evalInputDelta=0.03113539144396782
Fitness changed from -2.761762849986553 to -2.792898241430521
Iteration 11 complete. Error: -2.792898241430521 Total: 21.7821; Orientation: 0.0572; Line Search: 17.4722
Adding measurement 3c3c1fc8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.830e+03, gradient 1.208e-04, dot -0.545; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.792898241430521, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 3c3c1fc8 to history. Total: 3
th(0)=-2.792898241430521;dx=-1.0575663987703411E-8
New Minimum: -2.792898241430521 > -2.8313913755118847
END: th(2800000.0)=-2.8313913755118847; dx=-8.881023075913949E-9 evalInputDelta=0.03849313408136368
Fitness changed from -2.792898241430521 to -2.8313913755118847
Iteration 12 complete. Error: -2.8313913755118847 Total: 13.2586; Orientation: 0.0579; Line Search: 8.9499
Adding measurement 1094a105 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.894e+03, gradient 1.150e-04, dot -0.556; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8313913755118847, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 1094a105 to history. Total: 3
th(0)=-2.8313913755118847;dx=-9.249947817480338E-9
New Minimum: -2.8313913755118847 > -2.8963076062500477
END: th(6032417.132089275)=-2.8963076062500477; dx=-6.834252891457825E-9 evalInputDelta=0.064916230738163
Fitness changed from -2.8313913755118847 to -2.8963076062500477
Iteration 13 complete. Error: -2.8963076062500477 Total: 13.2188; Orientation: 0.0574; Line Search: 8.7706
Adding measurement 7979f5aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.996e+03, gradient 1.133e-04, dot -0.535; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8963076062500477, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 7979f5aa to history. Total: 3
th(0)=-2.8963076062500477;dx=-9.148070650882291E-9
New Minimum: -2.8963076062500477 > -2.92298511788249
END: th(1.2996448734115783E7)=-2.92298511788249; dx=-3.9299187280712857E-10 evalInputDelta=0.026677511632442474
Fitness changed from -2.8963076062500477 to -2.92298511788249
Iteration 14 complete. Error: -2.92298511788249 Total: 13.1097; Orientation: 0.0573; Line Search: 8.5763
Adding measurement 4740418a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.915e+03, gradient 2.595e-04, dot -0.274; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.92298511788249, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 4740418a to history. Total: 3
th(0)=-2.92298511788249;dx=-5.611333211552411E-8
Armijo: th(2.8000000000000007E7)=-0.4247841089963913; dx=3.9145095280043444E-8 evalInputDelta=-2.498201008886099
Armijo: th(1.4000000000000004E7)=-1.882677935063839; dx=4.1320065086574966E-8 evalInputDelta=-1.0403071828186512
Armijo: th(4666666.666666668)=-2.841363787651062; dx=3.937515505593772E-8 evalInputDelta=-0.08162133023142815
New Minimum: -2.92298511788249 > -2.9983901530504227
END: th(1166666.666666667)=-2.9983901530504227; dx=-1.4551628973401995E-8 evalInputDelta=0.07540503516793251
Fitness changed from -2.92298511788249 to -2.9983901530504227
Iteration 15 complete. Error: -2.9983901530504227 Total: 26.1984; Orientation: 0.0580; Line Search: 21.7401
Adding measurement 1bea7565 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.493e+03, gradient 1.328e-04, dot -0.343; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9983901530504227, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 1bea7565 to history. Total: 3
th(0)=-2.9983901530504227;dx=-8.947523264621062E-9
New Minimum: -2.9983901530504227 > -3.041007772088051
END: th(2513507.1383705316)=-3.041007772088051; dx=-4.9754582439343974E-9 evalInputDelta=0.042617619037628174
Fitness changed from -2.9983901530504227 to -3.041007772088051
Iteration 16 complete. Error: -3.041007772088051 Total: 13.7646; Orientation: 0.0547; Line Search: 9.5259
Adding measurement 45e49ca5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.041e+03, gradient 1.009e-04, dot -0.491; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.041007772088051, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 45e49ca5 to history. Total: 3
th(0)=-3.041007772088051;dx=-7.570210892907873E-9
New Minimum: -3.041007772088051 > -3.083035569638014
END: th(5415186.972548244)=-3.083035569638014; dx=-5.115122213042035E-9 evalInputDelta=0.042027797549963
Fitness changed from -3.041007772088051 to -3.083035569638014
Iteration 17 complete. Error: -3.083035569638014 Total: 13.2250; Orientation: 0.0537; Line Search: 8.8584
Adding measurement 7328c10d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.174e+03, gradient 1.071e-04, dot -0.462; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.083035569638014, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 7328c10d to history. Total: 3
th(0)=-3.083035569638014;dx=-5.390648133801569E-9
New Minimum: -3.083035569638014 > -3.083199992775917
WOLF (strong): th(1.166666666666667E7)=-3.083199992775917; dx=2.389407207700667E-9 evalInputDelta=1.644231379032135E-4
New Minimum: -3.083199992775917 > -3.1124756075441837
END: th(5833333.333333335)=-3.1124756075441837; dx=-1.2893715056904889E-9 evalInputDelta=0.02944003790616989
Fitness changed from -3.083035569638014 to -3.1124756075441837
Iteration 18 complete. Error: -3.1124756075441837 Total: 17.5438; Orientation: 0.0538; Line Search: 13.2212
Adding measurement 345e666e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.345e+03, gradient 1.284e-04, dot -0.397; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1124756075441837, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 345e666e to history. Total: 3
th(0)=-3.1124756075441837;dx=-1.1105826981700465E-8
Armijo: th(1.2567535691852659E7)=-2.6232281550765038; dx=3.349747185716057E-8 evalInputDelta=-0.48924745246768
Armijo: th(6283767.8459263295)=-3.0412201285362244; dx=1.7488694241473907E-8 evalInputDelta=-0.07125547900795937
New Minimum: -3.1124756075441837 > -3.138301033526659
END: th(2094589.2819754432)=-3.138301033526659; dx=-1.9528999371314227E-9 evalInputDelta=0.02582542598247528
Fitness changed from -3.1124756075441837 to -3.138301033526659
Iteration 19 complete. Error: -3.138301033526659 Total: 21.7855; Orientation: 0.0551; Line Search: 17.4577
Adding measurement 446ec89a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.223e+03, gradient 1.002e-04, dot -0.465; [f02f7441-a70b-4ecd-831e-ba150f8745d9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.138301033526659, -1.1823550909757614, -0.5336022078990936, 0.2764502912759781
LBFGS Accumulation History: 3 points
Removed measurement 446ec89a to history. Total: 3
th(0)=-3.138301033526659;dx=-6.9332891308916624E-9
New Minimum: -3.138301033526659 > -3.1568764075636864
END: th(4512655.81045687)=-3.1568764075636864; dx=-1.6174996597038606E-9 evalInputDelta=0.01857537403702736
Fitness changed from -3.138301033526659 to -3.1568764075636864
Iteration 20 complete. Error: -3.1568764075636864 Total: 12.8365; Orientation: 0.0546; Line Search: 8.4549
Final threshold in iteration 21: -3.1568764075636864 (> -Infinity) after 368.834s (< 5400.000s)
