Reset training subject: 1298508816473
Reset training subject: 1300864289004
Adding measurement 42ba1944 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=8.838437791913748;dx=-3.7678778010566894E-5
New Minimum: 8.838437791913748 > 8.83835229743272
WOLFE (weak): th(2.154434690031884)=8.83835229743272; dx=-3.7635216802792923E-5 evalInputDelta=8.549448102712631E-5
New Minimum: 8.83835229743272 > 8.838266342878342
WOLFE (weak): th(4.308869380063768)=8.838266342878342; dx=-3.7405834401636386E-5 evalInputDelta=1.7144903540611267E-4
New Minimum: 8.838266342878342 > 8.837923855520785
WOLFE (weak): th(12.926608140191302)=8.837923855520785; dx=-3.7650197757190615E-5 evalInputDelta=5.139363929629326E-4
New Minimum: 8.837923855520785 > 8.836383314803243
WOLFE (weak): th(51.70643256076521)=8.836383314803243; dx=-3.7614311746974395E-5 evalInputDelta=0.002054477110505104
New Minimum: 8.836383314803243 > 8.828111696988344
WOLFE (weak): th(258.53216280382605)=8.828111696988344; dx=-3.805663159083772E-5 evalInputDelta=0.010326094925403595
New Minimum: 8.828111696988344 > 8.773373116739094
WOLFE (weak): th(1551.1929768229563)=8.773373116739094; dx=-4.1745052279333336E-5 evalInputDelta=0.06506467517465353
New Minimum: 8.773373116739094 > 8.33620086312294
WOLFE (weak): th(10858.350837760694)=8.33620086312294; dx=-4.1855746363296475E-5 evalInputDelta=0.5022369287908077
New Minimum: 8.33620086312294 > 6.810520052909851
END: th(86866.80670208555)=6.810520052909851; dx=-1.0112964038581756E-5 evalInputDelta=2.0279177390038967
Fitness changed from 8.838437791913748 to 6.810520052909851
Iteration 1 complete. Error: 6.810520052909851 Total: 27.9697; Orientation: 0.0022; Line Search: 21.1695
Adding measurement 2143c7f to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.810520052909851;dx=-5.819151940453448E-5
New Minimum: 6.810520052909851 > 4.723092705011368
END: th(187148.86177126726)=4.723092705011368; dx=-3.5461952528888367E-6 evalInputDelta=2.0874273478984833
Fitness changed from 6.810520052909851 to 4.723092705011368
Iteration 2 complete. Error: 4.723092705011368 Total: 6.6859; Orientation: 0.0020; Line Search: 4.4394
Adding measurement 3b135628 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.723092705011368;dx=-1.6859979470242325E-5
New Minimum: 4.723092705011368 > 2.6168909668922424
END: th(403200.00000000006)=2.6168909668922424; dx=-2.0950538313780532E-6 evalInputDelta=2.1062017381191254
Fitness changed from 4.723092705011368 to 2.6168909668922424
Iteration 3 complete. Error: 2.6168909668922424 Total: 6.6208; Orientation: 0.0017; Line Search: 4.4166
Adding measurement 61a62a5a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.177e+03, gradient 2.375e-03, dot -0.397; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.6168909668922424, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 61a62a5a to history. Total: 3
th(0)=2.6168909668922424;dx=-5.61275268813234E-6
New Minimum: 2.6168909668922424 > 2.262217104434967
WOLF (strong): th(868668.0670208557)=2.262217104434967; dx=1.2213323908841275E-6 evalInputDelta=0.3546738624572754
New Minimum: 2.262217104434967 > 1.892712987959385
WOLF (strong): th(434334.03351042786)=1.892712987959385; dx=2.1636630395238464E-7 evalInputDelta=0.7241779789328575
END: th(144778.01117014262)=2.042082518339157; dx=-2.0841616061447306E-6 evalInputDelta=0.5748084485530853
Fitness changed from 2.6168909668922424 to 1.892712987959385
Iteration 4 complete. Error: 1.892712987959385 Total: 11.1195; Orientation: 0.0390; Line Search: 8.8527
Adding measurement 5cad6e2d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.597e+02, gradient 4.253e-03, dot -0.616; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.892712987959385, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 5cad6e2d to history. Total: 3
th(0)=1.892712987959385;dx=-1.806615095440572E-5
Armijo: th(311914.76961877884)=2.094893917441368; dx=2.275678984414272E-6 evalInputDelta=-0.20218092948198318
New Minimum: 1.892712987959385 > 1.5812352746725082
WOLF (strong): th(155957.38480938942)=1.5812352746725082; dx=3.5323167337319174E-6 evalInputDelta=0.3114777132868767
New Minimum: 1.5812352746725082 > 1.3918199017643929
END: th(51985.79493646314)=1.3918199017643929; dx=-2.7239554197513206E-6 evalInputDelta=0.5008930861949921
Fitness changed from 1.892712987959385 to 1.3918199017643929
Iteration 5 complete. Error: 1.3918199017643929 Total: 11.4288; Orientation: 0.3123; Line Search: 8.8802
Adding measurement 4ba269f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.657e+02, gradient 1.369e-03, dot -0.406; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3918199017643929, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 4ba269f2 to history. Total: 3
th(0)=1.3918199017643929;dx=-1.873287056179208E-6
New Minimum: 1.3918199017643929 > 1.1946772038936615
END: th(112000.00000000004)=1.1946772038936615; dx=-1.514119905088637E-6 evalInputDelta=0.19714269787073135
Fitness changed from 1.3918199017643929 to 1.1946772038936615
Iteration 6 complete. Error: 1.1946772038936615 Total: 6.7254; Orientation: 0.0768; Line Search: 4.4361
Adding measurement 13ef057d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.860e+02, gradient 1.207e-03, dot -0.478; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1946772038936615, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 13ef057d to history. Total: 3
th(0)=1.1946772038936615;dx=-1.453801166214117E-6
New Minimum: 1.1946772038936615 > 0.8781269267201424
END: th(241296.68528357107)=0.8781269267201424; dx=-1.0701004284647335E-6 evalInputDelta=0.31655027717351913
Fitness changed from 1.1946772038936615 to 0.8781269267201424
Iteration 7 complete. Error: 0.8781269267201424 Total: 6.8416; Orientation: 0.0363; Line Search: 4.4488
Adding measurement 266e7150 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.945e+02, gradient 1.087e-03, dot -0.517; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8781269267201424, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 266e7150 to history. Total: 3
th(0)=0.8781269267201424;dx=-1.1803823460548895E-6
New Minimum: 0.8781269267201424 > 0.4728154391050339
END: th(519857.9493646315)=0.4728154391050339; dx=-4.787739883082986E-7 evalInputDelta=0.4053114876151085
Fitness changed from 0.8781269267201424 to 0.4728154391050339
Iteration 8 complete. Error: 0.4728154391050339 Total: 6.8717; Orientation: 0.0360; Line Search: 4.6009
Adding measurement 6405ed21 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.784e+02, gradient 1.442e-03, dot -0.411; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.4728154391050339, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 6405ed21 to history. Total: 3
th(0)=0.4728154391050339;dx=-2.0751628814067634E-6
Armijo: th(1120000.0000000007)=4.779580071568489; dx=5.311480451794809E-6 evalInputDelta=-4.306764632463455
Armijo: th(560000.0000000003)=1.5090679377317429; dx=4.866406092661985E-6 evalInputDelta=-1.036252498626709
New Minimum: 0.4728154391050339 > 0.309225432574749
WOLF (strong): th(186666.66666666677)=0.309225432574749; dx=5.21315606943285E-7 evalInputDelta=0.16359000653028488
END: th(46666.66666666669)=0.3845709562301636; dx=-1.478799145516685E-6 evalInputDelta=0.0882444828748703
Fitness changed from 0.4728154391050339 to 0.309225432574749
Iteration 9 complete. Error: 0.309225432574749 Total: 14.4096; Orientation: 0.0368; Line Search: 11.1157
Adding measurement 785dbf4f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.399e+02, gradient 1.459e-03, dot -0.339; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.309225432574749, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 785dbf4f to history. Total: 3
th(0)=0.309225432574749;dx=-2.124413611026983E-6
New Minimum: 0.309225432574749 > 0.1901712864637375
END: th(100540.2855348213)=0.1901712864637375; dx=-3.200430190085567E-7 evalInputDelta=0.1190541461110115
Fitness changed from 0.309225432574749 to 0.1901712864637375
Iteration 10 complete. Error: 0.1901712864637375 Total: 6.7011; Orientation: 0.0366; Line Search: 4.4406
Adding measurement 6c299cf8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.299e+02, gradient 8.615e-04, dot -0.562; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.1901712864637375, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 6c299cf8 to history. Total: 3
th(0)=0.1901712864637375;dx=-7.416290079052689E-7
New Minimum: 0.1901712864637375 > 0.05579717457294464
END: th(216607.47890192983)=0.05579717457294464; dx=-4.3530279201454917E-7 evalInputDelta=0.13437411189079285
Fitness changed from 0.1901712864637375 to 0.05579717457294464
Iteration 11 complete. Error: 0.05579717457294464 Total: 6.8664; Orientation: 0.1154; Line Search: 4.4304
Adding measurement 6a1402f0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.858e+02, gradient 8.834e-04, dot -0.487; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.05579717457294464, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 6a1402f0 to history. Total: 3
th(0)=0.05579717457294464;dx=-7.797504850928778E-7
New Minimum: 0.05579717457294464 > -0.07742667198181152
WOLF (strong): th(466666.66666666704)=-0.07742667198181152; dx=5.360079141492731E-8 evalInputDelta=0.13322384655475616
END: th(233333.33333333352)=-0.06055465340614319; dx=-2.2629470328661854E-7 evalInputDelta=0.11635182797908783
Fitness changed from 0.05579717457294464 to -0.07742667198181152
Iteration 12 complete. Error: -0.07742667198181152 Total: 9.0565; Orientation: 0.0357; Line Search: 6.6813
Adding measurement 16b5c829 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.049e+03, gradient 1.486e-03, dot -0.371; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.07742667198181152, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 16b5c829 to history. Total: 3
th(0)=-0.07742667198181152;dx=-2.202524640869414E-6
Armijo: th(502701.4276741066)=0.9080320820212364; dx=5.896178078919941E-6 evalInputDelta=-0.9854587540030479
New Minimum: -0.07742667198181152 > -0.16107599437236786
WOLF (strong): th(251350.7138370533)=-0.16107599437236786; dx=1.8099016294318563E-6 evalInputDelta=0.08364932239055634
New Minimum: -0.16107599437236786 > -0.22430679202079773
END: th(83783.57127901776)=-0.22430679202079773; dx=-1.0494350274576207E-6 evalInputDelta=0.1468801200389862
Fitness changed from -0.07742667198181152 to -0.22430679202079773
Iteration 13 complete. Error: -0.22430679202079773 Total: 11.1363; Orientation: 0.0377; Line Search: 8.8552
Adding measurement 281a9358 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.441e+02, gradient 8.350e-04, dot -0.523; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.22430679202079773, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 281a9358 to history. Total: 3
th(0)=-0.22430679202079773;dx=-6.958781521165792E-7
New Minimum: -0.22430679202079773 > -0.30979784578084946
END: th(180506.23241827489)=-0.30979784578084946; dx=-1.9630697279695217E-7 evalInputDelta=0.08549105376005173
Fitness changed from -0.22430679202079773 to -0.30979784578084946
Iteration 14 complete. Error: -0.30979784578084946 Total: 6.9433; Orientation: 0.2909; Line Search: 4.4381
Adding measurement 191bfaf9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.295e+02, gradient 7.804e-04, dot -0.462; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.30979784578084946, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 191bfaf9 to history. Total: 3
th(0)=-0.30979784578084946;dx=-6.084989289475153E-7
New Minimum: -0.30979784578084946 > -0.3876950293779373
WOLF (strong): th(388888.8888888892)=-0.3876950293779373; dx=1.002988258007274E-7 evalInputDelta=0.07789718359708786
END: th(194444.4444444446)=-0.38444527983665466; dx=-1.6099506785861525E-7 evalInputDelta=0.0746474340558052
Fitness changed from -0.30979784578084946 to -0.3876950293779373
Iteration 15 complete. Error: -0.3876950293779373 Total: 8.9942; Orientation: 0.1033; Line Search: 6.6850
Adding measurement a1ab996 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.996e+02, gradient 1.262e-03, dot -0.384; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3876950293779373, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement a1ab996 to history. Total: 3
th(0)=-0.3876950293779373;dx=-1.5909718528685972E-6
Armijo: th(418917.8563950889)=-0.027372583746910095; dx=3.522568437530205E-6 evalInputDelta=-0.3603224456310272
New Minimum: -0.3876950293779373 > -0.49533096700906754
WOLF (strong): th(209458.92819754445)=-0.49533096700906754; dx=7.229654487003829E-7 evalInputDelta=0.10763593763113022
END: th(69819.64273251481)=-0.4793555736541748; dx=-8.766926632117978E-7 evalInputDelta=0.09166054427623749
Fitness changed from -0.3876950293779373 to -0.49533096700906754
Iteration 16 complete. Error: -0.49533096700906754 Total: 12.5144; Orientation: 0.0780; Line Search: 10.1804
Adding measurement 5c7702b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.261e+02, gradient 1.187e-03, dot -0.295; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.49533096700906754, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 5c7702b2 to history. Total: 3
th(0)=-0.49533096700906754;dx=-1.4048762037431474E-6
New Minimum: -0.49533096700906754 > -0.5779445394873619
WOLF (strong): th(150421.86034856242)=-0.5779445394873619; dx=1.682934087249656E-7 evalInputDelta=0.08261357247829437
END: th(75210.93017428121)=-0.5673117861151695; dx=-4.89240726040784E-7 evalInputDelta=0.07198081910610199
Fitness changed from -0.49533096700906754 to -0.5779445394873619
Iteration 17 complete. Error: -0.5779445394873619 Total: 9.0054; Orientation: 0.0375; Line Search: 6.7511
Adding measurement 73e9e7ba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.260e+02, gradient 7.510e-04, dot -0.512; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5779445394873619, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 73e9e7ba to history. Total: 3
th(0)=-0.5779445394873619;dx=-5.628615689372823E-7
New Minimum: -0.5779445394873619 > -0.6453452706336975
END: th(162037.0370370372)=-0.6453452706336975; dx=-2.1252510742232128E-7 evalInputDelta=0.0674007311463356
Fitness changed from -0.5779445394873619 to -0.6453452706336975
Iteration 18 complete. Error: -0.6453452706336975 Total: 6.7258; Orientation: 0.0355; Line Search: 4.4537
Adding measurement 20044d99 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.422e+02, gradient 5.955e-04, dot -0.533; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6453452706336975, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 20044d99 to history. Total: 3
th(0)=-0.6453452706336975;dx=-3.5402446435874745E-7
New Minimum: -0.6453452706336975 > -0.7435990795493126
END: th(349098.2136625741)=-0.7435990795493126; dx=-1.9515224671433893E-7 evalInputDelta=0.09825380891561508
Fitness changed from -0.6453452706336975 to -0.7435990795493126
Iteration 19 complete. Error: -0.7435990795493126 Total: 6.7105; Orientation: 0.0364; Line Search: 4.4431
Adding measurement 7dffae20 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.232e+02, gradient 6.865e-04, dot -0.530; [92fcb2f7-94bd-4076-980e-1175ff8a5fb8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7435990795493126, 4.723092705011368, 6.810520052909851, 8.838437791913748
LBFGS Accumulation History: 3 points
Removed measurement 7dffae20 to history. Total: 3
th(0)=-0.7435990795493126;dx=-4.697360800202236E-7
Armijo: th(752109.3017428123)=-0.531411275267601; dx=1.0906992321744631E-6 evalInputDelta=-0.21218780428171158
New Minimum: -0.7435990795493126 > -0.7901913039386272
WOLF (strong): th(376054.65087140613)=-0.7901913039386272; dx=2.3780699705743534E-7 evalInputDelta=0.04659222438931465
END: th(125351.55029046872)=-0.7896918281912804; dx=-2.322704074837099E-7 evalInputDelta=0.04609274864196777
Fitness changed from -0.7435990795493126 to -0.7901913039386272
Iteration 20 complete. Error: -0.7901913039386272 Total: 11.2021; Orientation: 0.1196; Line Search: 8.8668
Final threshold in iteration 21: -0.7901913039386272 (> -Infinity) after 194.529s (< 5400.000s)
