Reset training subject: 1434589090403500
Reset training subject: 1434656347676300
Adding measurement f4b2d13 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-49.294700945417084;dx=-4.913815181355031E-6
New Minimum: -49.294700945417084 > -49.294701325396694
WOLFE (weak): th(2.154434690031884)=-49.294701325396694; dx=-4.913673024391684E-6 evalInputDelta=3.7997961044311523E-7
New Minimum: -49.294701325396694 > -49.29470374683539
WOLFE (weak): th(4.308869380063768)=-49.29470374683539; dx=-4.913720566516243E-6 evalInputDelta=2.8014183044433594E-6
New Minimum: -49.29470374683539 > -49.29471369087696
WOLFE (weak): th(12.926608140191302)=-49.29471369087696; dx=-4.913841851004128E-6 evalInputDelta=1.2745459876839504E-5
New Minimum: -49.29471369087696 > -49.29475047439337
WOLFE (weak): th(51.70643256076521)=-49.29475047439337; dx=-4.914583021643593E-6 evalInputDelta=4.9528976283852444E-5
New Minimum: -49.29475047439337 > -49.29494565228621
WOLFE (weak): th(258.53216280382605)=-49.29494565228621; dx=-4.916311169130766E-6 evalInputDelta=2.447068691253662E-4
New Minimum: -49.29494565228621 > -49.29616939524809
WOLFE (weak): th(1551.1929768229563)=-49.29616939524809; dx=-4.938369901486101E-6 evalInputDelta=0.0014684498310089111
New Minimum: -49.29616939524809 > -49.30510371675094
WOLFE (weak): th(10858.350837760694)=-49.30510371675094; dx=-5.148145340091405E-6 evalInputDelta=0.01040277133385814
New Minimum: -49.30510371675094 > -49.37279939154784
END: th(86866.80670208555)=-49.37279939154784; dx=-4.110811892195713E-6 evalInputDelta=0.07809844613075256
Fitness changed from -49.294700945417084 to -49.37279939154784
Iteration 1 complete. Error: -49.37279939154784 Total: 813.6810; Orientation: 0.1253; Line Search: 610.9584
Iteration 1
Adding measurement 14927cd4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-49.37279939154784;dx=-3.933469558449447E-6
New Minimum: -49.37279939154784 > -49.52240374684334
END: th(187148.86177126726)=-49.52240374684334; dx=-3.4951617557932793E-6 evalInputDelta=0.14960435529550153
Fitness changed from -49.37279939154784 to -49.52240374684334
Iteration 2 complete. Error: -49.52240374684334 Total: 206.9217; Orientation: 0.1284; Line Search: 137.7954
Iteration 2
Adding measurement 3ed3e66d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-49.52240374684334;dx=-3.359964382157875E-6
New Minimum: -49.52240374684334 > -49.81625816474358
END: th(403200.00000000006)=-49.81625816474358; dx=-2.975659830532923E-6 evalInputDelta=0.293854417900242
Fitness changed from -49.52240374684334 to -49.81625816474358
Iteration 3 complete. Error: -49.81625816474358 Total: 201.6173; Orientation: 0.1258; Line Search: 133.0014
Iteration 3
Adding measurement 4e9d1119 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.143e+04, gradient 1.705e-03, dot -0.993; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -49.294700945417084, -49.37279939154784, -49.52240374684334, -49.81625816474358
LBFGS Accumulation History: 3 points
Removed measurement f4b2d13 to history. Total: 4
th(0)=-49.81625816474358;dx=-2.9085587746639643E-6
New Minimum: -49.81625816474358 > -50.382807033757366
END: th(868668.0670208557)=-50.382807033757366; dx=-2.414720414168331E-6 evalInputDelta=0.5665488690137863
Fitness changed from -49.81625816474358 to -50.382807033757366
Iteration 4 complete. Error: -50.382807033757366 Total: 202.7550; Orientation: 3.6287; Line Search: 131.9395
Iteration 4
Adding measurement 500beb9f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.485e+04, gradient 1.556e-03, dot -0.978; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -49.37279939154784, -49.52240374684334, -49.81625816474358, -50.382807033757366
LBFGS Accumulation History: 3 points
Removed measurement 14927cd4 to history. Total: 4
th(0)=-50.382807033757366;dx=-2.4216587360324827E-6
New Minimum: -50.382807033757366 > -51.41520435611407
END: th(1871488.617712673)=-51.41520435611407; dx=-1.9339027321745027E-6 evalInputDelta=1.032397322356701
Fitness changed from -50.382807033757366 to -51.41520435611407
Iteration 5 complete. Error: -51.41520435611407 Total: 210.2084; Orientation: 3.6594; Line Search: 139.5655
Iteration 5
Adding measurement 2c4eda3a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.421e+04, gradient 1.444e-03, dot -0.949; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -49.52240374684334, -49.81625816474358, -50.382807033757366, -51.41520435611407
LBFGS Accumulation History: 3 points
Removed measurement 3ed3e66d to history. Total: 4
th(0)=-51.41520435611407;dx=-2.0843711614670194E-6
New Minimum: -51.41520435611407 > -53.36368871231874
END: th(4032000.0000000014)=-53.36368871231874; dx=-1.582870882666793E-6 evalInputDelta=1.9484843562046734
Fitness changed from -51.41520435611407 to -53.36368871231874
Iteration 6 complete. Error: -53.36368871231874 Total: 207.9567; Orientation: 3.6845; Line Search: 136.0360
Adding measurement 38276668 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.168e+04, gradient 1.475e-03, dot -0.856; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -49.81625816474358, -50.382807033757366, -51.41520435611407, -53.36368871231874
LBFGS Accumulation History: 3 points
Removed measurement 4e9d1119 to history. Total: 4
th(0)=-53.36368871231874;dx=-2.1761852669698143E-6
New Minimum: -53.36368871231874 > -55.72236126164595
END: th(8686680.670208558)=-55.72236126164595; dx=-6.590059751625495E-7 evalInputDelta=2.35867254932721
Fitness changed from -53.36368871231874 to -55.72236126164595
Iteration 7 complete. Error: -55.72236126164595 Total: 209.3341; Orientation: 3.6841; Line Search: 135.4410
Adding measurement 4fbdee7a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.326e+04, gradient 1.514e-03, dot -0.680; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -50.382807033757366, -51.41520435611407, -53.36368871231874, -55.72236126164595
LBFGS Accumulation History: 3 points
Removed measurement 500beb9f to history. Total: 4
th(0)=-55.72236126164595;dx=-2.292736040686198E-6
New Minimum: -55.72236126164595 > -56.4124333349367
WOLF (strong): th(1.871488617712673E7)=-56.4124333349367; dx=4.3375676138126307E-7 evalInputDelta=0.6900720732907502
New Minimum: -56.4124333349367 > -57.24423103407025
END: th(9357443.088563366)=-57.24423103407025; dx=-3.1139378252681875E-7 evalInputDelta=1.5218697724243029
Fitness changed from -55.72236126164595 to -57.24423103407025
Iteration 8 complete. Error: -57.24423103407025 Total: 277.0102; Orientation: 3.6721; Line Search: 208.0693
Adding measurement 35b70f9d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.856e+04, gradient 1.834e-03, dot -0.578; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -51.41520435611407, -53.36368871231874, -55.72236126164595, -57.24423103407025
LBFGS Accumulation History: 3 points
Removed measurement 2c4eda3a to history. Total: 4
th(0)=-57.24423103407025;dx=-3.3622285099647766E-6
Armijo: th(2.0160000000000007E7)=-54.22474567219615; dx=1.1950117122500387E-6 evalInputDelta=-3.0194853618741035
Armijo: th(1.0080000000000004E7)=-57.123490050435066; dx=5.289823929947004E-7 evalInputDelta=-0.12074098363518715
New Minimum: -57.24423103407025 > -57.75805183003346
END: th(3360000.0000000014)=-57.75805183003346; dx=-2.1516785591947572E-7 evalInputDelta=0.5138207959632055
Fitness changed from -57.24423103407025 to -57.75805183003346
Iteration 9 complete. Error: -57.75805183003346 Total: 342.5875; Orientation: 3.7908; Line Search: 274.6111
Adding measurement 189fb01b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.229e+03, gradient 1.606e-03, dot -0.635; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -53.36368871231874, -55.72236126164595, -57.24423103407025, -57.75805183003346
LBFGS Accumulation History: 3 points
Removed measurement 38276668 to history. Total: 4
th(0)=-57.75805183003346;dx=-2.5801457915866125E-6
New Minimum: -57.75805183003346 > -58.188498409464955
WOLF (strong): th(7238900.558507132)=-58.188498409464955; dx=4.19591533722775E-8 evalInputDelta=0.43044657943149645
New Minimum: -58.188498409464955 > -58.210758151486516
END: th(3619450.279253566)=-58.210758151486516; dx=-3.0342825688082547E-7 evalInputDelta=0.4527063214530571
Fitness changed from -57.75805183003346 to -58.210758151486516
Iteration 10 complete. Error: -58.210758151486516 Total: 284.0896; Orientation: 3.6584; Line Search: 212.6843
Iteration 10
Adding measurement 569d6e0d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.683e+03, gradient 1.087e-03, dot -0.751; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -55.72236126164595, -57.24423103407025, -57.75805183003346, -58.210758151486516
LBFGS Accumulation History: 3 points
Removed measurement 4fbdee7a to history. Total: 4
th(0)=-58.210758151486516;dx=-1.182099964200487E-6
New Minimum: -58.210758151486516 > -58.65461721085012
END: th(7797869.2404694725)=-58.65461721085012; dx=-5.6172414830259744E-8 evalInputDelta=0.4438590593636036
Fitness changed from -58.210758151486516 to -58.65461721085012
Iteration 11 complete. Error: -58.65461721085012 Total: 209.5552; Orientation: 3.7523; Line Search: 136.4665
Adding measurement 5efa05f9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.974e+03, gradient 1.528e-03, dot -0.562; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -57.24423103407025, -57.75805183003346, -58.210758151486516, -58.65461721085012
LBFGS Accumulation History: 3 points
Removed measurement 35b70f9d to history. Total: 4
th(0)=-58.65461721085012;dx=-2.3359200988055074E-6
Armijo: th(1.6800000000000007E7)=-57.2726019397378; dx=5.480027505885936E-7 evalInputDelta=-1.3820152711123228
Armijo: th(8400000.000000004)=-58.60629649087787; dx=2.7471493166050025E-7 evalInputDelta=-0.048320719972252846
New Minimum: -58.65461721085012 > -58.95089257135987
END: th(2800000.0000000014)=-58.95089257135987; dx=-1.3767612104955088E-7 evalInputDelta=0.2962753605097532
Fitness changed from -58.65461721085012 to -58.95089257135987
Iteration 12 complete. Error: -58.95089257135987 Total: 344.6992; Orientation: 3.7129; Line Search: 272.6124
Adding measurement 7d8a5ec7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.808e+03, gradient 1.233e-03, dot -0.631; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -57.75805183003346, -58.210758151486516, -58.65461721085012, -58.95089257135987
LBFGS Accumulation History: 3 points
Removed measurement 189fb01b to history. Total: 4
th(0)=-58.95089257135987;dx=-1.5213097564658325E-6
New Minimum: -58.95089257135987 > -58.9619680121541
WOLF (strong): th(6032417.132089278)=-58.9619680121541; dx=9.110885247568438E-8 evalInputDelta=0.011075440794229507
New Minimum: -58.9619680121541 > -59.080385188261666
END: th(3016208.566044639)=-59.080385188261666; dx=-8.017253197359486E-8 evalInputDelta=0.1294926169017927
Fitness changed from -58.95089257135987 to -59.080385188261666
Iteration 13 complete. Error: -59.080385188261666 Total: 279.0867; Orientation: 3.7107; Line Search: 206.1609
Adding measurement 732ae29c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.940e+03, gradient 1.021e-03, dot -0.657; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -58.210758151486516, -58.65461721085012, -58.95089257135987, -59.080385188261666
LBFGS Accumulation History: 3 points
Removed measurement 569d6e0d to history. Total: 4
th(0)=-59.080385188261666;dx=-1.0419492701036725E-6
New Minimum: -59.080385188261666 > -59.13833955178658
WOLF (strong): th(6498224.367057894)=-59.13833955178658; dx=9.118815509818516E-8 evalInputDelta=0.05795436352491379
New Minimum: -59.13833955178658 > -59.27285314910114
END: th(3249112.183528947)=-59.27285314910114; dx=-6.928415542324783E-8 evalInputDelta=0.1924679608394726
Fitness changed from -59.080385188261666 to -59.27285314910114
Iteration 14 complete. Error: -59.27285314910114 Total: 271.9495; Orientation: 3.7678; Line Search: 200.9100
Adding measurement 7ae97a58 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.338e+03, gradient 8.517e-04, dot -0.728; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -58.65461721085012, -58.95089257135987, -59.080385188261666, -59.27285314910114
LBFGS Accumulation History: 3 points
Removed measurement 5efa05f9 to history. Total: 4
th(0)=-59.27285314910114;dx=-7.253310311431127E-7
Armijo: th(7000000.000000005)=-59.24762545339763; dx=1.1361570181780764E-7 evalInputDelta=-0.02522769570350647
New Minimum: -59.27285314910114 > -59.41152714192867
WOLF (strong): th(3500000.0000000023)=-59.41152714192867; dx=1.3494359082171011E-9 evalInputDelta=0.13867399282753468
END: th(1166666.6666666674)=-59.383932299911976; dx=-3.4370847514687564E-7 evalInputDelta=0.11107915081083775
Fitness changed from -59.27285314910114 to -59.41152714192867
Iteration 15 complete. Error: -59.41152714192867 Total: 344.1016; Orientation: 3.6831; Line Search: 273.2522
Iteration 15
Adding measurement 2f9d47a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.921e+03, gradient 1.294e-03, dot -0.502; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -58.95089257135987, -59.080385188261666, -59.27285314910114, -59.41152714192867
LBFGS Accumulation History: 3 points
Removed measurement 7d8a5ec7 to history. Total: 4
th(0)=-59.41152714192867;dx=-1.674032760691663E-6
New Minimum: -59.41152714192867 > -59.52631576359272
END: th(2513507.138370533)=-59.52631576359272; dx=-3.112969275821608E-9 evalInputDelta=0.11478862166404724
Fitness changed from -59.41152714192867 to -59.52631576359272
Iteration 16 complete. Error: -59.52631576359272 Total: 206.6135; Orientation: 3.6573; Line Search: 136.1477
Adding measurement 3f13720f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.695e+03, gradient 8.313e-04, dot -0.689; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -59.080385188261666, -59.27285314910114, -59.41152714192867, -59.52631576359272
LBFGS Accumulation History: 3 points
Removed measurement 732ae29c to history. Total: 4
th(0)=-59.52631576359272;dx=-6.910274781016651E-7
Armijo: th(5415186.972548246)=-59.49416009429842; dx=1.03098366358123E-7 evalInputDelta=-0.032155669294297695
New Minimum: -59.52631576359272 > -59.61889856557051
END: th(2707593.486274123)=-59.61889856557051; dx=-2.929415242430615E-8 evalInputDelta=0.09258280197779101
Fitness changed from -59.52631576359272 to -59.61889856557051
Iteration 17 complete. Error: -59.61889856557051 Total: 282.9920; Orientation: 3.7334; Line Search: 212.4952
Adding measurement 77e4ffe5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.544e+03, gradient 8.482e-04, dot -0.631; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -59.27285314910114, -59.41152714192867, -59.52631576359272, -59.61889856557051
LBFGS Accumulation History: 3 points
Removed measurement 7ae97a58 to history. Total: 4
th(0)=-59.61889856557051;dx=-7.194108597307383E-7
Armijo: th(5833333.333333339)=-59.553932358821235; dx=9.101014477840196E-8 evalInputDelta=-0.06496620674927556
New Minimum: -59.61889856557051 > -59.68612261054417
END: th(2916666.6666666693)=-59.68612261054417; dx=-2.8958705985615524E-9 evalInputDelta=0.0672240449736563
Fitness changed from -59.61889856557051 to -59.68612261054417
Iteration 18 complete. Error: -59.68612261054417 Total: 280.6674; Orientation: 3.6865; Line Search: 208.3283
Adding measurement 480d3c40 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.176e+03, gradient 7.622e-04, dot -0.689; [5cd263e4-1b33-46a5-b11d-4f643d480ac5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -59.41152714192867, -59.52631576359272, -59.61889856557051, -59.68612261054417
LBFGS Accumulation History: 3 points
Removed measurement 2f9d47a3 to history. Total: 4
th(0)=-59.68612261054417;dx=-5.808929496287887E-7
Armijo: th(6283767.845926333)=-59.57688778887192; dx=1.9492967788789507E-7 evalInputDelta=-0.10923482167224563
New Minimum: -59.68612261054417 > -59.777940443096064
WOLF (strong): th(3141883.9229631666)=-59.777940443096064; dx=5.9298913654183585E-8 evalInputDelta=0.09181783255189657
END: th(1047294.6409877222)=-59.76259217162927; dx=-2.973629384856817E-7 evalInputDelta=0.07646956108510494
Fitness changed from -59.68612261054417 to -59.777940443096064
Iteration 19 complete. Error: -59.777940443096064 Total: 342.6888; Orientation: 3.7512; Line Search: 269.2583
Final threshold in iteration 19: -59.777940443096064 (> -Infinity) after 5518.516s (< 5400.000s)