Reset training subject: 1162785620115
Reset training subject: 1165148680574
Adding measurement 479666ba to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.75430821813643;dx=-1.842583169813511E-7
New Minimum: 10.75430821813643 > 10.754307264229283
END: th(2.154434690031884)=10.754307264229283; dx=-1.4394380991497794E-7 evalInputDelta=9.539071470499039E-7
Fitness changed from 10.75430821813643 to 10.754307264229283
Iteration 1 complete. Error: 10.754307264229283 Total: 11.7028; Orientation: 0.0034; Line Search: 4.5856
Adding measurement 77222beb to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=10.754307264229283;dx=-1.4977939546057796E-7
New Minimum: 10.754307264229283 > 10.754305488895625
END: th(4.641588833612779)=10.754305488895625; dx=-1.322247492644737E-7 evalInputDelta=1.775333657860756E-6
Fitness changed from 10.754307264229283 to 10.754305488895625
Iteration 2 complete. Error: 10.754305488895625 Total: 6.7449; Orientation: 0.0016; Line Search: 4.4921
Adding measurement 37bd01b2 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=10.754305488895625;dx=-1.6887562672809039E-7
New Minimum: 10.754305488895625 > 10.75430116453208
END: th(10.000000000000002)=10.75430116453208; dx=-1.0266198447567175E-7 evalInputDelta=4.324363544583321E-6
Fitness changed from 10.754305488895625 to 10.75430116453208
Iteration 3 complete. Error: 10.75430116453208 Total: 6.7472; Orientation: 0.0017; Line Search: 4.4829
Adding measurement 7ce37e2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.676e-01, gradient 4.627e-04, dot -0.856; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 10.75430116453208, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 7ce37e2 to history. Total: 3
th(0)=10.75430116453208;dx=-1.6734364057974538E-7
New Minimum: 10.75430116453208 > 10.754292095080018
WOLFE (weak): th(21.544346900318843)=10.754292095080018; dx=-1.911123882169866E-7 evalInputDelta=9.069452062249184E-6
New Minimum: 10.754292095080018 > 10.754283444955945
END: th(43.088693800637685)=10.754283444955945; dx=-1.3964809223824125E-7 evalInputDelta=1.7719576135277748E-5
Fitness changed from 10.75430116453208 to 10.754283444955945
Iteration 4 complete. Error: 10.754283444955945 Total: 9.8578; Orientation: 0.0425; Line Search: 7.5577
Adding measurement 70070a69 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.839e-01, gradient 4.256e-04, dot -0.789; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 10.754283444955945, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 70070a69 to history. Total: 3
th(0)=10.754283444955945;dx=-1.6871729333032963E-7
New Minimum: 10.754283444955945 > 10.75424770731479
END: th(92.8317766722556)=10.75424770731479; dx=-1.2595739928808362E-7 evalInputDelta=3.573764115571976E-5
Fitness changed from 10.754283444955945 to 10.75424770731479
Iteration 5 complete. Error: 10.75424770731479 Total: 6.8437; Orientation: 0.0427; Line Search: 4.5408
Adding measurement 6801b4de to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.973e+01, gradient 4.256e-04, dot -0.855; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 10.75424770731479, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 6801b4de to history. Total: 3
th(0)=10.75424770731479;dx=-1.433599374632038E-7
New Minimum: 10.75424770731479 > 10.75417295936495
WOLFE (weak): th(200.00000000000006)=10.75417295936495; dx=-1.42422503486719E-7 evalInputDelta=7.47479498386383E-5
New Minimum: 10.75417295936495 > 10.754098375327885
WOLFE (weak): th(400.0000000000001)=10.754098375327885; dx=-1.5150810715755377E-7 evalInputDelta=1.493319869041443E-4
New Minimum: 10.754098375327885 > 10.753798433812335
WOLFE (weak): th(1200.0000000000005)=10.753798433812335; dx=-1.6495048347296674E-7 evalInputDelta=4.4927350245416164E-4
New Minimum: 10.753798433812335 > 10.752432654146105
WOLFE (weak): th(4800.000000000002)=10.752432654146105; dx=-1.5992450569971857E-7 evalInputDelta=0.0018150531686842442
New Minimum: 10.752432654146105 > 10.744780420791358
WOLFE (weak): th(24000.000000000007)=10.744780420791358; dx=-1.6240026575531742E-7 evalInputDelta=0.00946728652343154
New Minimum: 10.744780420791358 > 10.685759214218706
WOLFE (weak): th(144000.00000000006)=10.685759214218706; dx=-2.3265760946578202E-7 evalInputDelta=0.0684884930960834
New Minimum: 10.685759214218706 > 10.062274426221848
WOLFE (weak): th(1008000.0000000005)=10.062274426221848; dx=-2.626810854388711E-7 evalInputDelta=0.6919732810929418
New Minimum: 10.062274426221848 > 2.5333519726991653
END: th(8064000.000000004)=2.5333519726991653; dx=-4.87978394658878E-8 evalInputDelta=8.220895734615624
Fitness changed from 10.75424770731479 to 2.5333519726991653
Iteration 6 complete. Error: 2.5333519726991653 Total: 22.5872; Orientation: 0.0439; Line Search: 20.2769
Adding measurement 65f64fb0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.572e+02, gradient 1.234e-03, dot -0.040; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5333519726991653, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 65f64fb0 to history. Total: 3
th(0)=2.5333519726991653;dx=-1.2994768221628656E-6
Armijo: th(1.737336134041712E7)=26.309217661619186; dx=3.1403571903638214E-7 evalInputDelta=-23.77586568892002
Armijo: th(8686680.67020856)=13.879895687103271; dx=5.368441172876565E-7 evalInputDelta=-11.346543714404106
Armijo: th(2895560.2234028536)=3.1628947854042053; dx=2.4566980038739493E-7 evalInputDelta=-0.62954281270504
New Minimum: 2.5333519726991653 > 1.7206735163927078
END: th(723890.0558507134)=1.7206735163927078; dx=-3.619191101144157E-7 evalInputDelta=0.8126784563064575
Fitness changed from 2.5333519726991653 to 1.7206735163927078
Iteration 7 complete. Error: 1.7206735163927078 Total: 13.5668; Orientation: 0.0437; Line Search: 11.2649
Adding measurement 3f451942 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.413e+03, gradient 7.483e-04, dot -0.199; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7206735163927078, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 3f451942 to history. Total: 3
th(0)=1.7206735163927078;dx=-3.9153725265449257E-7
New Minimum: 1.7206735163927078 > 1.2124368101358414
END: th(1559573.8480938948)=1.2124368101358414; dx=-9.471411814556437E-8 evalInputDelta=0.5082367062568665
Fitness changed from 1.7206735163927078 to 1.2124368101358414
Iteration 8 complete. Error: 1.2124368101358414 Total: 7.1977; Orientation: 0.3016; Line Search: 4.5301
Adding measurement 3fff3598 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.378e+02, gradient 9.744e-04, dot -0.023; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2124368101358414, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 3fff3598 to history. Total: 3
th(0)=1.2124368101358414;dx=-7.866427133179665E-7
Armijo: th(3360000.0000000023)=2.670065574347973; dx=1.781934886012986E-7 evalInputDelta=-1.4576287642121315
Armijo: th(1680000.0000000012)=1.6194284558296204; dx=1.6392402532662638E-7 evalInputDelta=-0.406991645693779
New Minimum: 1.2124368101358414 > 0.9680910855531693
WOLF (strong): th(560000.0000000003)=0.9680910855531693; dx=2.7545969992912893E-9 evalInputDelta=0.24434572458267212
END: th(140000.0000000001)=1.0621527284383774; dx=-5.393296880812073E-7 evalInputDelta=0.150284081697464
Fitness changed from 1.2124368101358414 to 0.9680910855531693
Iteration 9 complete. Error: 0.9680910855531693 Total: 14.7072; Orientation: 0.0367; Line Search: 11.3326
Adding measurement 286bf31f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.257e+03, gradient 6.220e-04, dot -0.319; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9680910855531693, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 286bf31f to history. Total: 3
th(0)=0.9680910855531693;dx=-3.24418009114298E-7
New Minimum: 0.9680910855531693 > 0.8034056574106216
END: th(301620.85660446394)=0.8034056574106216; dx=-2.143113161875016E-7 evalInputDelta=0.1646854281425476
Fitness changed from 0.9680910855531693 to 0.8034056574106216
Iteration 10 complete. Error: 0.8034056574106216 Total: 6.8234; Orientation: 0.0426; Line Search: 4.5148
Adding measurement 27c2ad57 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.655e+03, gradient 5.226e-04, dot -0.341; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8034056574106216, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 27c2ad57 to history. Total: 3
th(0)=0.8034056574106216;dx=-2.4240741589107904E-7
New Minimum: 0.8034056574106216 > 0.6236554831266403
END: th(649822.4367057895)=0.6236554831266403; dx=-1.2626474295694804E-7 evalInputDelta=0.17975017428398132
Fitness changed from 0.8034056574106216 to 0.6236554831266403
Iteration 11 complete. Error: 0.6236554831266403 Total: 6.8305; Orientation: 0.0422; Line Search: 4.5309
Adding measurement 1a5b3b1d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.103e+03, gradient 5.091e-04, dot -0.200; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6236554831266403, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 1a5b3b1d to history. Total: 3
th(0)=0.6236554831266403;dx=-1.6447353429611194E-7
New Minimum: 0.6236554831266403 > 0.3729128837585449
END: th(1400000.0000000012)=0.3729128837585449; dx=-1.3501984916816286E-7 evalInputDelta=0.2507425993680954
Fitness changed from 0.6236554831266403 to 0.3729128837585449
Iteration 12 complete. Error: 0.3729128837585449 Total: 6.9582; Orientation: 0.0374; Line Search: 4.4953
Adding measurement 19660f89 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.661e+03, gradient 4.247e-04, dot -0.342; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3729128837585449, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 19660f89 to history. Total: 3
th(0)=0.3729128837585449;dx=-1.2666178868556763E-7
Armijo: th(3016208.56604464)=0.7954749912023544; dx=1.2413443368937182E-7 evalInputDelta=-0.4225621074438095
New Minimum: 0.3729128837585449 > 0.2865767627954483
END: th(1508104.28302232)=0.2865767627954483; dx=-2.1633433831897446E-8 evalInputDelta=0.08633612096309662
Fitness changed from 0.3729128837585449 to 0.2865767627954483
Iteration 13 complete. Error: 0.2865767627954483 Total: 9.0734; Orientation: 0.0399; Line Search: 6.7613
Adding measurement 19640282 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.458e+02, gradient 8.318e-04, dot -0.035; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2865767627954483, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 19640282 to history. Total: 3
th(0)=0.2865767627954483;dx=-5.521697208318062E-7
Armijo: th(3249112.183528948)=2.234422743320465; dx=1.9633311474873118E-7 evalInputDelta=-1.9478459805250168
Armijo: th(1624556.091764474)=0.94780333340168; dx=2.5964502399344405E-7 evalInputDelta=-0.6612265706062317
New Minimum: 0.2865767627954483 > 0.19202779233455658
WOLF (strong): th(541518.6972548247)=0.19202779233455658; dx=4.8205823670159314E-8 evalInputDelta=0.09454897046089172
END: th(135379.67431370617)=0.19332870841026306; dx=-2.4743640034348675E-7 evalInputDelta=0.09324805438518524
Fitness changed from 0.2865767627954483 to 0.19202779233455658
Iteration 14 complete. Error: 0.19202779233455658 Total: 13.6029; Orientation: 0.0392; Line Search: 11.2707
Adding measurement 77efc3fb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.427e+03, gradient 4.625e-04, dot -0.356; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.19202779233455658, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 77efc3fb to history. Total: 3
th(0)=0.19202779233455658;dx=-1.4675770071845503E-7
New Minimum: 0.19202779233455658 > 0.11127373576164246
END: th(291666.6666666669)=0.11127373576164246; dx=-1.0984225737824081E-7 evalInputDelta=0.08075405657291412
Fitness changed from 0.19202779233455658 to 0.11127373576164246
Iteration 15 complete. Error: 0.11127373576164246 Total: 7.9455; Orientation: 0.0450; Line Search: 4.5619
Adding measurement 39ce723f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.075e+03, gradient 3.854e-04, dot -0.336; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.11127373576164246, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 39ce723f to history. Total: 3
th(0)=0.11127373576164246;dx=-7.924633306958414E-8
New Minimum: 0.11127373576164246 > 0.04490843415260315
END: th(628376.7845926334)=0.04490843415260315; dx=-7.115690514182554E-8 evalInputDelta=0.0663653016090393
Fitness changed from 0.11127373576164246 to 0.04490843415260315
Iteration 16 complete. Error: 0.04490843415260315 Total: 6.9332; Orientation: 0.0432; Line Search: 4.6295
Adding measurement 30020b0c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.179e+03, gradient 4.223e-04, dot -0.245; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.04490843415260315, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 30020b0c to history. Total: 3
th(0)=0.04490843415260315;dx=-1.1224949509827705E-7
New Minimum: 0.04490843415260315 > -0.04080578684806824
END: th(1353796.7431370618)=-0.04080578684806824; dx=-4.5553586059588436E-8 evalInputDelta=0.08571422100067139
Fitness changed from 0.04490843415260315 to -0.04080578684806824
Iteration 17 complete. Error: -0.04080578684806824 Total: 6.8346; Orientation: 0.0463; Line Search: 4.5330
Adding measurement 679f136f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.702e+03, gradient 3.839e-04, dot -0.355; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.04080578684806824, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 679f136f to history. Total: 3
th(0)=-0.04080578684806824;dx=-1.119305095550207E-7
Armijo: th(2916666.66666667)=0.9230124428868294; dx=2.1087720428332385E-7 evalInputDelta=-0.9638182297348976
Armijo: th(1458333.333333335)=0.01621321588754654; dx=5.698309080815727E-8 evalInputDelta=-0.05701900273561478
New Minimum: -0.04080578684806824 > -0.0970073789358139
END: th(486111.11111111165)=-0.0970073789358139; dx=-4.428223600370206E-8 evalInputDelta=0.056201592087745667
Fitness changed from -0.04080578684806824 to -0.0970073789358139
Iteration 18 complete. Error: -0.0970073789358139 Total: 11.2712; Orientation: 0.0389; Line Search: 8.9891
Adding measurement 3ce6fe94 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.132e+03, gradient 4.063e-04, dot -0.280; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.0970073789358139, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 3ce6fe94 to history. Total: 3
th(0)=-0.0970073789358139;dx=-7.988481599841099E-8
New Minimum: -0.0970073789358139 > -0.14414989948272705
END: th(1047294.6409877224)=-0.14414989948272705; dx=-4.282673592653337E-8 evalInputDelta=0.04714252054691315
Fitness changed from -0.0970073789358139 to -0.14414989948272705
Iteration 19 complete. Error: -0.14414989948272705 Total: 6.7922; Orientation: 0.0374; Line Search: 4.4957
Adding measurement 25f893f7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.316e+03, gradient 3.663e-04, dot -0.397; [ede3fba3-1ead-4c5d-aebd-5c648c656c76 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.14414989948272705, 10.754305488895625, 10.754307264229283, 10.75430821813643
LBFGS Accumulation History: 3 points
Removed measurement 25f893f7 to history. Total: 3
th(0)=-0.14414989948272705;dx=-1.127819001400462E-7
Armijo: th(2256327.905228437)=0.0015784725546836853; dx=6.602498860742948E-8 evalInputDelta=-0.14572837203741074
New Minimum: -0.14414989948272705 > -0.20706315338611603
END: th(1128163.9526142185)=-0.20706315338611603; dx=-4.9616463475177884E-8 evalInputDelta=0.06291325390338898
Fitness changed from -0.14414989948272705 to -0.20706315338611603
Iteration 20 complete. Error: -0.20706315338611603 Total: 9.2476; Orientation: 0.2431; Line Search: 6.7469
Final threshold in iteration 21: -0.20706315338611603 (> -Infinity) after 192.268s (< 5400.000s)
