Reset training subject: 554086335084400
Reset training subject: 554090776341700
Adding measurement 62647c8a to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=3.4916814118623734;dx=-4.8578278412205584E-5
New Minimum: 3.4916814118623734 > 3.4915569685399532
WOLFE (weak): th(2.154434690031884)=3.4915569685399532; dx=-4.817447888624803E-5 evalInputDelta=1.2444332242012024E-4
New Minimum: 3.4915569685399532 > 3.4914329424500465
WOLFE (weak): th(4.308869380063768)=3.4914329424500465; dx=-4.73292017114643E-5 evalInputDelta=2.4846941232681274E-4
New Minimum: 3.4914329424500465 > 3.4909355007112026
WOLFE (weak): th(12.926608140191302)=3.4909355007112026; dx=-4.746626119748173E-5 evalInputDelta=7.459111511707306E-4
New Minimum: 3.4909355007112026 > 3.48870288208127
WOLFE (weak): th(51.70643256076521)=3.48870288208127; dx=-4.839370960564697E-5 evalInputDelta=0.002978529781103134
New Minimum: 3.48870288208127 > 3.476854484528303
WOLFE (weak): th(258.53216280382605)=3.476854484528303; dx=-4.719714025752164E-5 evalInputDelta=0.014826927334070206
New Minimum: 3.476854484528303 > 3.4048206135630608
WOLFE (weak): th(1551.1929768229563)=3.4048206135630608; dx=-4.611214486542571E-5 evalInputDelta=0.08686079829931259
New Minimum: 3.4048206135630608 > 2.979429431259632
END: th(10858.350837760694)=2.979429431259632; dx=-3.108986979576634E-5 evalInputDelta=0.5122519806027412
Fitness changed from 3.4916814118623734 to 2.979429431259632
Iteration 1 complete. Error: 2.979429431259632 Total: 47.8935; Orientation: 0.0040; Line Search: 34.7144
Adding measurement 7630d0db to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.979429431259632;dx=-2.3420663204905547E-5
New Minimum: 2.979429431259632 > 2.47077826410532
END: th(23393.607721408407)=2.47077826410532; dx=-1.2900417384287063E-5 evalInputDelta=0.5086511671543121
Fitness changed from 2.979429431259632 to 2.47077826410532
Iteration 2 complete. Error: 2.47077826410532 Total: 12.9067; Orientation: 0.0038; Line Search: 8.6430
Adding measurement 467f77bd to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.47077826410532;dx=-1.0637030477334503E-5
New Minimum: 2.47077826410532 > 2.0256021097302437
END: th(50400.00000000001)=2.0256021097302437; dx=-4.711263708554304E-6 evalInputDelta=0.4451761543750763
Fitness changed from 2.47077826410532 to 2.0256021097302437
Iteration 3 complete. Error: 2.0256021097302437 Total: 12.9632; Orientation: 0.0037; Line Search: 8.6379
Adding measurement 60f34e26 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.800e+02, gradient 2.488e-03, dot -0.762; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0256021097302437, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 60f34e26 to history. Total: 3
th(0)=2.0256021097302437;dx=-5.493800882453259E-6
New Minimum: 2.0256021097302437 > 1.7252711839973927
END: th(108583.50837760697)=1.7252711839973927; dx=-5.832649926797965E-7 evalInputDelta=0.30033092573285103
Fitness changed from 2.0256021097302437 to 1.7252711839973927
Iteration 4 complete. Error: 1.7252711839973927 Total: 12.8721; Orientation: 0.0609; Line Search: 8.5841
Adding measurement 6fa60e24 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.552e+02, gradient 2.684e-03, dot -0.523; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7252711839973927, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 6fa60e24 to history. Total: 3
th(0)=1.7252711839973927;dx=-6.837171276074861E-6
Armijo: th(233936.07721408413)=2.1784339025616646; dx=2.343721201580371E-6 evalInputDelta=-0.4531627185642719
New Minimum: 1.7252711839973927 > 1.6490406692028046
WOLF (strong): th(116968.03860704206)=1.6490406692028046; dx=3.0371161640621323E-6 evalInputDelta=0.07623051479458809
New Minimum: 1.6490406692028046 > 1.509264424443245
END: th(38989.346202347355)=1.509264424443245; dx=-2.0989375508489455E-6 evalInputDelta=0.21600675955414772
Fitness changed from 1.7252711839973927 to 1.509264424443245
Iteration 5 complete. Error: 1.509264424443245 Total: 22.5548; Orientation: 0.0603; Line Search: 18.1184
Adding measurement 7612c5bc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.175e+02, gradient 1.835e-03, dot -0.632; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.509264424443245, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 7612c5bc to history. Total: 3
th(0)=1.509264424443245;dx=-3.2121302773683854E-6
New Minimum: 1.509264424443245 > 1.3594035878777504
END: th(84000.00000000003)=1.3594035878777504; dx=-2.0028367649763486E-7 evalInputDelta=0.14986083656549454
Fitness changed from 1.509264424443245 to 1.3594035878777504
Iteration 6 complete. Error: 1.3594035878777504 Total: 13.1009; Orientation: 0.0601; Line Search: 8.7273
Adding measurement 6d16de4e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.308e+02, gradient 2.065e-03, dot -0.518; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3594035878777504, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 6d16de4e to history. Total: 3
th(0)=1.3594035878777504;dx=-4.041264162244421E-6
Armijo: th(180972.5139626783)=1.5438202880322933; dx=2.154650386246984E-6 evalInputDelta=-0.18441670015454292
New Minimum: 1.3594035878777504 > 1.2854615040123463
WOLF (strong): th(90486.25698133915)=1.2854615040123463; dx=1.5704255084490041E-6 evalInputDelta=0.07394208386540413
New Minimum: 1.2854615040123463 > 1.2574908956885338
END: th(30162.08566044638)=1.2574908956885338; dx=-1.539417709340727E-6 evalInputDelta=0.10191269218921661
Fitness changed from 1.3594035878777504 to 1.2574908956885338
Iteration 7 complete. Error: 1.2574908956885338 Total: 21.5974; Orientation: 0.0577; Line Search: 17.1559
Adding measurement 74708c03 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.691e+02, gradient 1.328e-03, dot -0.732; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2574908956885338, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 74708c03 to history. Total: 3
th(0)=1.2574908956885338;dx=-1.6072796895783932E-6
New Minimum: 1.2574908956885338 > 1.1635066978633404
END: th(64982.24367057892)=1.1635066978633404; dx=-9.692937708949507E-7 evalInputDelta=0.0939841978251934
Fitness changed from 1.2574908956885338 to 1.1635066978633404
Iteration 8 complete. Error: 1.1635066978633404 Total: 13.1553; Orientation: 0.0569; Line Search: 8.7729
Adding measurement 6c96409f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.797e+02, gradient 1.351e-03, dot -0.667; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1635066978633404, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 6c96409f to history. Total: 3
th(0)=1.1635066978633404;dx=-1.6794086510447078E-6
New Minimum: 1.1635066978633404 > 1.0891233012080193
WOLF (strong): th(140000.00000000006)=1.0891233012080193; dx=1.2174068129321354E-7 evalInputDelta=0.07438339665532112
New Minimum: 1.0891233012080193 > 1.087005227804184
END: th(70000.00000000003)=1.087005227804184; dx=-4.568538708447688E-7 evalInputDelta=0.07650147005915642
Fitness changed from 1.1635066978633404 to 1.087005227804184
Iteration 9 complete. Error: 1.087005227804184 Total: 17.5622; Orientation: 0.0558; Line Search: 13.1499
Adding measurement 36b75ee4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.951e+02, gradient 1.463e-03, dot -0.591; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.087005227804184, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 36b75ee4 to history. Total: 3
th(0)=1.087005227804184;dx=-2.017428895982992E-6
Armijo: th(150810.42830223194)=1.113346178084612; dx=1.0704528982202114E-6 evalInputDelta=-0.026340950280427933
New Minimum: 1.087005227804184 > 1.0236003547906876
WOLF (strong): th(75405.21415111597)=1.0236003547906876; dx=2.980438896452795E-7 evalInputDelta=0.0634048730134964
END: th(25135.071383705323)=1.0397526137530804; dx=-1.1688301586425656E-6 evalInputDelta=0.04725261405110359
Fitness changed from 1.087005227804184 to 1.0236003547906876
Iteration 10 complete. Error: 1.0236003547906876 Total: 21.5343; Orientation: 0.0574; Line Search: 17.1533
Adding measurement 3fe44749 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.894e+02, gradient 1.708e-03, dot -0.481; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0236003547906876, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 3fe44749 to history. Total: 3
th(0)=1.0236003547906876;dx=-2.7743841380410615E-6
New Minimum: 1.0236003547906876 > 0.95092948153615
WOLF (strong): th(54151.86972548245)=0.95092948153615; dx=3.7523335673845836E-7 evalInputDelta=0.07267087325453758
END: th(27075.934862741226)=0.9590202011168003; dx=-1.0987878175927119E-6 evalInputDelta=0.06458015367388725
Fitness changed from 1.0236003547906876 to 0.95092948153615
Iteration 11 complete. Error: 0.95092948153615 Total: 17.3844; Orientation: 0.0569; Line Search: 13.0305
Adding measurement 762a1d32 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.125e+02, gradient 1.396e-03, dot -0.552; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.95092948153615, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 762a1d32 to history. Total: 3
th(0)=0.95092948153615;dx=-1.835019107083829E-6
New Minimum: 0.95092948153615 > 0.8933704569935799
WOLF (strong): th(58333.33333333337)=0.8933704569935799; dx=3.8951574575247266E-8 evalInputDelta=0.057559024542570114
END: th(29166.666666666686)=0.9050755798816681; dx=-8.970453918035739E-7 evalInputDelta=0.04585390165448189
Fitness changed from 0.95092948153615 to 0.8933704569935799
Iteration 12 complete. Error: 0.8933704569935799 Total: 18.1746; Orientation: 0.0559; Line Search: 13.6397
Adding measurement 6da5ba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.164e+02, gradient 1.308e-03, dot -0.554; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8933704569935799, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 6da5ba to history. Total: 3
th(0)=0.8933704569935799;dx=-1.5960439512470068E-6
New Minimum: 0.8933704569935799 > 0.8438360169529915
WOLF (strong): th(62837.67845926332)=0.8438360169529915; dx=9.835121609807549E-8 evalInputDelta=0.04953444004058838
END: th(31418.83922963166)=0.8521851971745491; dx=-6.633607095000876E-7 evalInputDelta=0.04118525981903076
Fitness changed from 0.8933704569935799 to 0.8438360169529915
Iteration 13 complete. Error: 0.8438360169529915 Total: 17.0644; Orientation: 0.0581; Line Search: 12.7293
Adding measurement 58a79163 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.326e+02, gradient 1.313e-03, dot -0.539; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8438360169529915, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 58a79163 to history. Total: 3
th(0)=0.8438360169529915;dx=-1.5982777814710052E-6
New Minimum: 0.8438360169529915 > 0.7953049838542938
WOLF (strong): th(67689.83715685307)=0.7953049838542938; dx=2.4289333284622857E-7 evalInputDelta=0.04853103309869766
END: th(33844.918578426536)=0.7998968660831451; dx=-6.54139137873922E-7 evalInputDelta=0.043939150869846344
Fitness changed from 0.8438360169529915 to 0.7953049838542938
Iteration 14 complete. Error: 0.7953049838542938 Total: 17.5526; Orientation: 0.0585; Line Search: 13.1967
Adding measurement 2b3b54e9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.329e+02, gradient 1.362e-03, dot -0.496; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7953049838542938, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 2b3b54e9 to history. Total: 3
th(0)=0.7953049838542938;dx=-1.7536047621472916E-6
New Minimum: 0.7953049838542938 > 0.7537934258580208
WOLF (strong): th(72916.66666666672)=0.7537934258580208; dx=5.287442247728026E-7 evalInputDelta=0.04151155799627304
New Minimum: 0.7537934258580208 > 0.7482350021600723
END: th(36458.33333333336)=0.7482350021600723; dx=-4.842123312772012E-7 evalInputDelta=0.0470699816942215
Fitness changed from 0.7953049838542938 to 0.7482350021600723
Iteration 15 complete. Error: 0.7482350021600723 Total: 17.4506; Orientation: 0.0564; Line Search: 12.8994
Adding measurement 2157424 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.470e+02, gradient 9.210e-04, dot -0.690; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7482350021600723, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 2157424 to history. Total: 3
th(0)=0.7482350021600723;dx=-7.662251081281925E-7
New Minimum: 0.7482350021600723 > 0.6974461898207664
END: th(78547.09807407916)=0.6974461898207664; dx=-4.4904072172397904E-7 evalInputDelta=0.05078881233930588
Fitness changed from 0.7482350021600723 to 0.6974461898207664
Iteration 16 complete. Error: 0.6974461898207664 Total: 12.7535; Orientation: 0.0555; Line Search: 8.4540
Adding measurement 33c80d3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.581e+02, gradient 9.885e-04, dot -0.622; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6974461898207664, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 33c80d3 to history. Total: 3
th(0)=0.6974461898207664;dx=-8.984105228550019E-7
New Minimum: 0.6974461898207664 > 0.6650235503911972
WOLF (strong): th(169224.5928921327)=0.6650235503911972; dx=1.8528435542438563E-7 evalInputDelta=0.032422639429569244
New Minimum: 0.6650235503911972 > 0.6534458957612514
END: th(84612.29644606635)=0.6534458957612514; dx=-1.9355788755137327E-7 evalInputDelta=0.044000294059515
Fitness changed from 0.6974461898207664 to 0.6534458957612514
Iteration 17 complete. Error: 0.6534458957612514 Total: 18.0304; Orientation: 0.0551; Line Search: 13.4664
Adding measurement 2324a778 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.772e+02, gradient 1.128e-03, dot -0.542; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6534458957612514, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 2324a778 to history. Total: 3
th(0)=0.6534458957612514;dx=-1.1841322823790259E-6
Armijo: th(182291.66666666683)=0.7221357002854347; dx=1.0889228316949202E-6 evalInputDelta=-0.06868980452418327
New Minimum: 0.6534458957612514 > 0.6185835748910904
WOLF (strong): th(91145.83333333342)=0.6185835748910904; dx=3.507257776350913E-7 evalInputDelta=0.034862320870161057
END: th(30381.94444444447)=0.6219242811203003; dx=-6.496377568100675E-7 evalInputDelta=0.03152161464095116
Fitness changed from 0.6534458957612514 to 0.6185835748910904
Iteration 18 complete. Error: 0.6185835748910904 Total: 22.1606; Orientation: 0.0557; Line Search: 17.6487
Adding measurement 69dd477 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.587e+02, gradient 1.471e-03, dot -0.404; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6185835748910904, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 69dd477 to history. Total: 3
th(0)=0.6185835748910904;dx=-2.0540862400120952E-6
New Minimum: 0.6185835748910904 > 0.5767205655574799
WOLF (strong): th(65455.91506173264)=0.5767205655574799; dx=6.405481189374606E-7 evalInputDelta=0.041863009333610535
New Minimum: 0.5767205655574799 > 0.5701033771038055
END: th(32727.95753086632)=0.5701033771038055; dx=-5.124194961103135E-7 evalInputDelta=0.04848019778728485
Fitness changed from 0.6185835748910904 to 0.5701033771038055
Iteration 19 complete. Error: 0.5701033771038055 Total: 17.4063; Orientation: 0.0576; Line Search: 13.0400
Adding measurement 1017bdce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.754e+02, gradient 8.450e-04, dot -0.645; [50a23c11-ecc8-4045-ace4-c47abb4508c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5701033771038055, 2.47077826410532, 2.979429431259632, 3.4916814118623734
LBFGS Accumulation History: 3 points
Removed measurement 1017bdce to history. Total: 3
th(0)=0.5701033771038055;dx=-6.279992005378388E-7
New Minimum: 0.5701033771038055 > 0.5321067161858082
END: th(70510.24703838864)=0.5321067161858082; dx=-3.5418993413614344E-7 evalInputDelta=0.03799666091799736
Fitness changed from 0.5701033771038055 to 0.5321067161858082
Iteration 20 complete. Error: 0.5321067161858082 Total: 13.2781; Orientation: 0.0578; Line Search: 8.8955
Final threshold in iteration 21: 0.5321067161858082 (> -Infinity) after 367.396s (< 5400.000s)
