Reset training subject: 6805362431486
Reset training subject: 6825497436839
Adding measurement 6ccceabe to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.137125179171562;dx=-1.7921065168249408E-5
New Minimum: 4.137125179171562 > 4.13706611096859
WOLFE (weak): th(2.154434690031884)=4.13706611096859; dx=-1.802401512311414E-5 evalInputDelta=5.906820297241211E-5
New Minimum: 4.13706611096859 > 4.1370062828063965
WOLFE (weak): th(4.308869380063768)=4.1370062828063965; dx=-1.8651563316135588E-5 evalInputDelta=1.1889636516571045E-4
New Minimum: 4.1370062828063965 > 4.136769734323025
WOLFE (weak): th(12.926608140191302)=4.136769734323025; dx=-1.7765845245602277E-5 evalInputDelta=3.5544484853744507E-4
New Minimum: 4.136769734323025 > 4.135701574385166
WOLFE (weak): th(51.70643256076521)=4.135701574385166; dx=-1.805248341375321E-5 evalInputDelta=0.0014236047863960266
New Minimum: 4.135701574385166 > 4.1300163716077805
WOLFE (weak): th(258.53216280382605)=4.1300163716077805; dx=-1.8597716756726838E-5 evalInputDelta=0.007108807563781738
New Minimum: 4.1300163716077805 > 4.094884805381298
WOLFE (weak): th(1551.1929768229563)=4.094884805381298; dx=-1.8263112848615866E-5 evalInputDelta=0.04224037379026413
New Minimum: 4.094884805381298 > 3.861373908817768
END: th(10858.350837760694)=3.861373908817768; dx=-1.586942861263748E-5 evalInputDelta=0.2757512703537941
Fitness changed from 4.137125179171562 to 3.861373908817768
Iteration 1 complete. Error: 3.861373908817768 Total: 221.8041; Orientation: 0.0597; Line Search: 162.2167
Adding measurement 4125c4ab to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=3.861373908817768;dx=-1.3721892831564856E-5
New Minimum: 3.861373908817768 > 3.445215903222561
END: th(23393.607721408407)=3.445215903222561; dx=-9.964364335680797E-6 evalInputDelta=0.4161580055952072
Fitness changed from 3.861373908817768 to 3.445215903222561
Iteration 2 complete. Error: 3.445215903222561 Total: 60.1105; Orientation: 0.0568; Line Search: 39.6281
Adding measurement 57958a14 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=3.445215903222561;dx=-9.421899516583357E-6
New Minimum: 3.445215903222561 > 2.9301875606179237
END: th(50400.00000000001)=2.9301875606179237; dx=-5.490638451145852E-6 evalInputDelta=0.5150283426046371
Fitness changed from 3.445215903222561 to 2.9301875606179237
Iteration 3 complete. Error: 2.9301875606179237 Total: 59.9776; Orientation: 0.0577; Line Search: 39.7560
Adding measurement a618075 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.425e+02, gradient 2.309e-03, dot -0.754; [b33a324c-6bd9-483d-b1e4-d19c3529158c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9301875606179237, 3.445215903222561, 3.861373908817768, 4.137125179171562
LBFGS Accumulation History: 3 points
Removed measurement a618075 to history. Total: 3
th(0)=2.9301875606179237;dx=-4.266159211738438E-6
New Minimum: 2.9301875606179237 > 2.5214943438768387
END: th(108583.50837760697)=2.5214943438768387; dx=-2.9284267628318296E-6 evalInputDelta=0.40869321674108505
Fitness changed from 2.9301875606179237 to 2.5214943438768387
Iteration 4 complete. Error: 2.5214943438768387 Total: 62.4124; Orientation: 0.5986; Line Search: 41.6751
Adding measurement 7e52465b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.438e+02, gradient 2.027e-03, dot -0.658; [b33a324c-6bd9-483d-b1e4-d19c3529158c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5214943438768387, 3.445215903222561, 3.861373908817768, 4.137125179171562
LBFGS Accumulation History: 3 points
Removed measurement 7e52465b to history. Total: 3
th(0)=2.5214943438768387;dx=-2.972848259826897E-6
New Minimum: 2.5214943438768387 > 2.1389798372983932
END: th(233936.07721408413)=2.1389798372983932; dx=-1.607753090147695E-6 evalInputDelta=0.38251450657844543
Fitness changed from 2.5214943438768387 to 2.1389798372983932
Iteration 5 complete. Error: 2.1389798372983932 Total: 62.4752; Orientation: 0.6905; Line Search: 42.0216
Adding measurement 128e9067 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.827e+02, gradient 2.059e-03, dot -0.462; [b33a324c-6bd9-483d-b1e4-d19c3529158c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1389798372983932, 3.445215903222561, 3.861373908817768, 4.137125179171562
LBFGS Accumulation History: 3 points
Removed measurement 128e9067 to history. Total: 3
th(0)=2.1389798372983932;dx=-3.24796258958104E-6
Armijo: th(504000.0000000002)=2.6386975944042206; dx=6.382601450101179E-7 evalInputDelta=-0.49971775710582733
New Minimum: 2.1389798372983932 > 1.925246313214302
END: th(252000.0000000001)=1.925246313214302; dx=-2.775183998289588E-7 evalInputDelta=0.2137335240840912
Fitness changed from 2.1389798372983932 to 1.925246313214302
Iteration 6 complete. Error: 1.925246313214302 Total: 81.9046; Orientation: 0.5985; Line Search: 61.5610
Adding measurement 6383ce95 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.465e+02, gradient 2.483e-03, dot -0.304; [b33a324c-6bd9-483d-b1e4-d19c3529158c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.925246313214302, 3.445215903222561, 3.861373908817768, 4.137125179171562
LBFGS Accumulation History: 3 points
Removed measurement 6383ce95 to history. Total: 3
th(0)=1.925246313214302;dx=-4.819286744391021E-6
Armijo: th(542917.5418880349)=3.693163998425007; dx=1.3133553133377832E-6 evalInputDelta=-1.7679176852107048
Armijo: th(271458.77094401745)=2.347307652235031; dx=9.894039151583237E-7 evalInputDelta=-0.42206133902072906
New Minimum: 1.925246313214302 > 1.7527488023042679
END: th(90486.25698133915)=1.7527488023042679; dx=-3.485451316473835E-7 evalInputDelta=0.17249751091003418
Fitness changed from 1.925246313214302 to 1.7527488023042679
Iteration 7 complete. Error: 1.7527488023042679 Total: 100.6800; Orientation: 0.6014; Line Search: 80.5588
Adding measurement 79b76602 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.187e+02, gradient 1.463e-03, dot -0.476; [b33a324c-6bd9-483d-b1e4-d19c3529158c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7527488023042679, 3.445215903222561, 3.861373908817768, 4.137125179171562
LBFGS Accumulation History: 3 points
Removed measurement 79b76602 to history. Total: 3
th(0)=1.7527488023042679;dx=-1.725887579897317E-6
New Minimum: 1.7527488023042679 > 1.3659512251615524
END: th(194946.7310117368)=1.3659512251615524; dx=-3.2124133955381367E-7 evalInputDelta=0.38679757714271545
Fitness changed from 1.7527488023042679 to 1.3659512251615524
Iteration 8 complete. Error: 1.3659512251615524 Total: 61.7998; Orientation: 0.5950; Line Search: 40.0169
Adding measurement 68ba3278 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.419e+02, gradient 1.522e-03, dot -0.374; [b33a324c-6bd9-483d-b1e4-d19c3529158c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3659512251615524, 3.445215903222561, 3.861373908817768, 4.137125179171562
LBFGS Accumulation History: 3 points
Removed measurement 68ba3278 to history. Total: 3
th(0)=1.3659512251615524;dx=-1.7888312829632813E-6
Armijo: th(420000.0000000002)=1.607861578464508; dx=4.996053340306814E-7 evalInputDelta=-0.24191035330295563
New Minimum: 1.3659512251615524 > 1.2635527327656746
WOLF (strong): th(210000.0000000001)=1.2635527327656746; dx=2.618947797323849E-7 evalInputDelta=0.10239849239587784
New Minimum: 1.2635527327656746 > 1.2122268080711365
END: th(70000.00000000003)=1.2122268080711365; dx=-6.749984212133378E-7 evalInputDelta=0.15372441709041595
Fitness changed from 1.3659512251615524 to 1.2122268080711365
Iteration 9 complete. Error: 1.2122268080711365 Total: 99.6027; Orientation: 0.6554; Line Search: 79.4164
Adding measurement 2e72951e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.283e+02, gradient 1.054e-03, dot -0.555; [b33a324c-6bd9-483d-b1e4-d19c3529158c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2122268080711365, 3.445215903222561, 3.861373908817768, 4.137125179171562
LBFGS Accumulation History: 3 points
Removed measurement 2e72951e to history. Total: 3
th(0)=1.2122268080711365;dx=-8.855518274535767E-7
Armijo: th(150810.42830223194)=1.2727555334568024; dx=-6.034643961380158E-7 evalInputDelta=-0.060528725385665894
Armijo: th(75405.21415111597)=1.2287653088569641; dx=-7.747265468046865E-7 evalInputDelta=-0.016538500785827637
Armijo: th(25135.071383705323)=1.2141002416610718; dx=-7.973853803767271E-7 evalInputDelta=-0.0018734335899353027
Armijo: th(6283.767845926331)=1.2123732566833496; dx=-8.012064895561249E-7 evalInputDelta=-1.4644861221313477E-4
Armijo: th(1256.753569185266)=1.2122411131858826; dx=-7.840944872918521E-7 evalInputDelta=-1.430511474609375E-5
Armijo: th(209.45892819754434)=1.2122286558151245; dx=-7.68110642554736E-7 evalInputDelta=-1.8477439880371094E-6
Armijo: th(29.92270402822062)=1.212227277457714; dx=-8.112879209217556E-7 evalInputDelta=-4.6938657760620117E-7
Armijo: th(3.7403380035275773)=1.212227076292038; dx=-8.29391414677586E-7 evalInputDelta=-2.682209014892578E-7
Armijo: th(0.41559311150306416)=1.2122273743152618; dx=-8.369156127495296E-7 evalInputDelta=-5.662441253662109E-7
Armijo: th(0.041559311150306415)=1.2122268825769424; dx=-8.453000613783108E-7 evalInputDelta=-7.450580596923828E-8
New Minimum: 1.2122268080711365 > 1.2122267037630081
WOLFE (weak): th(0.0037781191954824015)=1.2122267037630081; dx=-8.50305167912398E-7 evalInputDelta=1.043081283569336E-7
Armijo: th(0.02266871517289441)=1.2122268080711365; dx=-8.580279269833402E-7 evalInputDelta=0.0
Armijo: th(0.013223417184188405)=1.2122268974781036; dx=-8.198823975348027E-7 evalInputDelta=-8.940696716308594E-8
Armijo: th(0.008500768189835403)=1.2122268229722977; dx=-8.451635065478029E-7 evalInputDelta=-1.4901161193847656E-8
WOLFE (weak): th(0.006139443692658902)=1.2122267931699753; dx=-8.53461512859322E-7 evalInputDelta=1.4901161193847656E-8
WOLFE (weak): th(0.007320105941247153)=1.2122267186641693; dx=-8.299227344528925E-7 evalInputDelta=8.940696716308594E-8
WOLFE (weak): th(0.007910437065541278)=1.212226778268814; dx=-8.31722663107578E-7 evalInputDelta=2.9802322387695312E-8
WOLFE (weak): th(0.008205602627688342)=1.2122267484664917; dx=-9.176726921651005E-7 evalInputDelta=5.9604644775390625E-8
WOLFE (weak): th(0.008353185408761872)=1.2122267484664917; dx=-8.577291088069879E-7 evalInputDelta=5.9604644775390625E-8
Armijo: th(0.008426976799298637)=1.2122268229722977; dx=-8.507816591230355E-7 evalInputDelta=-1.4901161193847656E-8
Armijo: th(0.008390081104030254)=1.2122268080711365; dx=-8.247026980425599E-7 evalInputDelta=0.0
Armijo: th(0.008371633256396064)=1.2122268080711365; dx=-8.116488828221821E-7 evalInputDelta=0.0
WOLFE (weak): th(0.008362409332578969)=1.2122267484664917; dx=-8.825005549240993E-7 evalInputDelta=5.9604644775390625E-8
Armijo: th(0.008367021294487516)=1.2122268080711365; dx=-7.978977270254668E-7 evalInputDelta=0.0
Armijo: th(0.008364715313533243)=1.2122268080711365; dx=-7.932620840036725E-7 evalInputDelta=0.0
Armijo: th(0.008363562323056106)=1.2122268080711365; dx=-8.598896794258335E-7 evalInputDelta=0.0
Armijo: th(0.008362985827817537)=1.2122268080711365; dx=-8.565529035899433E-7 evalInputDelta=0.0
Armijo: th(0.008362697580198253)=1.2122268080711365; dx=-8.599591647418614E-7 evalInputDelta=0.0
Armijo: th(0.008362553456388611)=1.2122268080711365; dx=-8.040878081208683E-7 evalInputDelta=0.0
WOLFE (weak): th(0.00836248139448379)=1.2122267484664917; dx=-8.507961184033586E-7 evalInputDelta=5.9604644775390625E-8
mu ~= nu (0.00836248139448379): th(0.0037781191954824015)=1.2122267037630081
Fitness changed from 1.2122268080711365 to 1.2122267037630081
Iteration 10 complete. Error: 1.2122267037630081 Total: 676.7165; Orientation: 0.5968; Line Search: 654.0548
Adding measurement 44df263d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.273e+02, gradient 1.051e-03, dot -0.556; [b33a324c-6bd9-483d-b1e4-d19c3529158c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2122267037630081, 3.445215903222561, 3.861373908817768, 4.137125179171562
LBFGS Accumulation History: 3 points
Removed measurement 44df263d to history. Total: 3
th(0)=1.2122267037630081;dx=-8.40991929847976E-7
Armijo: th(0.018016497637355865)=1.2122267186641693; dx=-9.134202692321665E-7 evalInputDelta=-1.4901161193847656E-8
Armijo: th(0.009008248818677933)=1.2122268229722977; dx=-8.638909200006759E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(0.0030027496062259777)=1.212226763367653; dx=-8.710916178127201E-7 evalInputDelta=-5.9604644775390625E-8
Armijo: th(7.506874015564944E-4)=1.2122268378734589; dx=-8.444820773793079E-7 evalInputDelta=-1.341104507446289E-7
Armijo: th(1.5013748031129887E-4)=1.2122268080711365; dx=-7.932591053056561E-7 evalInputDelta=-1.043081283569336E-7
WOLFE (weak): th(2.502291338521648E-5)=1.2122267037630081; dx=-8.615885806359823E-7 evalInputDelta=0.0
Armijo: th(8.758019684825768E-5)=1.2122268229722977; dx=-8.439737958047536E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(5.630155511673708E-5)=1.2122268229722977; dx=-8.180011986720434E-7 evalInputDelta=-1.1920928955078125E-7
WOLFE (weak): th(4.066223425097678E-5)=1.2122267037630081; dx=-8.432532472490514E-7 evalInputDelta=0.0
WOLFE (weak): th(4.848189468385693E-5)=1.2122267037630081; dx=-7.991066068564328E-7 evalInputDelta=0.0
Armijo: th(5.239172490029701E-5)=1.2122268229722977; dx=-8.364270086573965E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(5.043680979207697E-5)=1.2122268229722977; dx=-8.934704275610278E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(4.945935223796695E-5)=1.2122268229722977; dx=-8.719940008493957E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(4.897062346091194E-5)=1.2122268229722977; dx=-7.881748957361623E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(4.8726259072384436E-5)=1.2122268229722977; dx=-8.911078729512233E-7 evalInputDelta=-1.1920928955078125E-7
WOLFE (weak): th(4.860407687812069E-5)=1.2122267037630081; dx=-8.765901983395652E-7 evalInputDelta=0.0
WOLFE (weak): th(4.866516797525256E-5)=1.2122267037630081; dx=-9.380327909014806E-7 evalInputDelta=0.0
Armijo: th(4.86957135238185E-5)=1.2122268229722977; dx=-8.724695319662143E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(4.868044074953553E-5)=1.2122268229722977; dx=-8.256188208116329E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(4.8672804362394044E-5)=1.2122268229722977; dx=-8.343069630070672E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(4.86689861688233E-5)=1.2122268229722977; dx=-9.45809556815458E-7 evalInputDelta=-1.1920928955078125E-7
WOLFE (weak): th(4.8667077072037934E-5)=1.2122267037630081; dx=-8.417319372213039E-7 evalInputDelta=0.0
WOLFE (weak): th(4.8668031620430614E-5)=1.2122267037630081; dx=-8.88899729934523E-7 evalInputDelta=0.0
WOLFE (weak): th(4.866850889462696E-5)=1.2122267037630081; dx=-8.942846081987074E-7 evalInputDelta=0.0
mu ~= nu (4.866850889462696E-5): th(0.0)=1.2122267037630081
Fitness changed from 1.2122267037630081 to 1.2122267037630081
Static Iteration Total: 545.5805; Orientation: 0.6082; Line Search: 525.3545
Iteration 11 failed. Error: 1.2122267037630081
Previous Error: 0.0 -> 1.2122267037630081
Reset training subject: 8838430494651
Adding measurement 780cf6f0 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.2122267037630081;dx=-9.120093549682639E-7
Armijo: th(1.0485363800275225E-4)=1.2122268229722977; dx=-8.263702394098949E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(5.2426819001376127E-5)=1.2122268229722977; dx=-8.901261859951379E-7 evalInputDelta=-1.1920928955078125E-7
WOLFE (weak): th(1.747560633379204E-5)=1.2122267037630081; dx=-8.373988461448243E-7 evalInputDelta=0.0
WOLFE (weak): th(3.495121266758408E-5)=1.2122267037630081; dx=-8.542075411002274E-7 evalInputDelta=0.0
WOLFE (weak): th(4.3689015834480104E-5)=1.2122267037630081; dx=-7.683826143702268E-7 evalInputDelta=0.0
WOLFE (weak): th(4.8057917417928115E-5)=1.2122267037630081; dx=-9.263051448919326E-7 evalInputDelta=0.0
Armijo: th(5.0242368209652124E-5)=1.2122268229722977; dx=-8.306395811077223E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(4.915014281379012E-5)=1.2122268229722977; dx=-7.98346883659854E-7 evalInputDelta=-1.1920928955078125E-7
WOLFE (weak): th(4.860403011585912E-5)=1.2122267037630081; dx=-7.390070065273236E-7 evalInputDelta=0.0
Armijo: th(4.887708646482462E-5)=1.2122268229722977; dx=-9.03793449254783E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(4.8740558290341865E-5)=1.2122268229722977; dx=-8.725665189997274E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(4.867229420310049E-5)=1.2122268229722977; dx=-8.841251485143494E-7 evalInputDelta=-1.1920928955078125E-7
WOLFE (weak): th(4.8638162159479804E-5)=1.2122267037630081; dx=-7.438269858788202E-7 evalInputDelta=0.0
WOLFE (weak): th(4.865522818129015E-5)=1.2122267037630081; dx=-8.078705238081869E-7 evalInputDelta=0.0
WOLFE (weak): th(4.866376119219532E-5)=1.2122267037630081; dx=-8.295309979955463E-7 evalInputDelta=0.0
WOLFE (weak): th(4.86680276976479E-5)=1.2122267037630081; dx=-8.37129926962693E-7 evalInputDelta=0.0
Armijo: th(4.86701609503742E-5)=1.2122268229722977; dx=-7.913796733823048E-7 evalInputDelta=-1.1920928955078125E-7
Armijo: th(4.866909432401105E-5)=1.2122268229722977; dx=-7.930397723301634E-7 evalInputDelta=-1.1920928955078125E-7
WOLFE (weak): th(4.8668561010829476E-5)=1.2122267037630081; dx=-9.68181928282486E-7 evalInputDelta=0.0
Armijo: th(4.8668827667420266E-5)=1.2122268229722977; dx=-7.787172323632311E-7 evalInputDelta=-1.1920928955078125E-7
mu ~= nu (4.8668561010829476E-5): th(0.0)=1.2122267037630081
Fitness changed from 1.2122267037630081 to 1.2122267037630081
Static Iteration Total: 487.9636; Orientation: 0.0575; Line Search: 446.7776
Iteration 12 failed. Error: 1.2122267037630081
Previous Error: 0.0 -> 1.2122267037630081
Final threshold in iteration 12: 1.2122267037630081 (> -Infinity) after 2521.037s (< 5400.000s)
