Reset training subject: 582587076825900
Reset training subject: 582591819683700
Adding measurement 423b5ead to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=7.172154068946838;dx=-8.112914125399706E-8
New Minimum: 7.172154068946838 > 7.172151893377304
WOLFE (weak): th(2.154434690031884)=7.172151893377304; dx=-9.987193600494514E-8 evalInputDelta=2.175569534301758E-6
New Minimum: 7.172151893377304 > 7.172149680554867
WOLFE (weak): th(4.308869380063768)=7.172149680554867; dx=-1.0986164450476113E-7 evalInputDelta=4.388391971588135E-6
New Minimum: 7.172149680554867 > 7.1721398532390594
WOLFE (weak): th(12.926608140191302)=7.1721398532390594; dx=-1.0840265682858296E-7 evalInputDelta=1.4215707778930664E-5
New Minimum: 7.1721398532390594 > 7.172099262475967
WOLFE (weak): th(51.70643256076521)=7.172099262475967; dx=-1.0985526026200478E-7 evalInputDelta=5.480647087097168E-5
New Minimum: 7.172099262475967 > 7.171878911554813
WOLFE (weak): th(258.53216280382605)=7.171878911554813; dx=-1.0725099057472091E-7 evalInputDelta=2.751573920249939E-4
New Minimum: 7.171878911554813 > 7.170504048466682
WOLFE (weak): th(1551.1929768229563)=7.170504048466682; dx=-1.1291960318709384E-7 evalInputDelta=0.0016500204801559448
New Minimum: 7.170504048466682 > 7.160626702010632
WOLFE (weak): th(10858.350837760694)=7.160626702010632; dx=-1.1441374280711459E-7 evalInputDelta=0.011527366936206818
New Minimum: 7.160626702010632 > 7.082082487642765
WOLFE (weak): th(86866.80670208555)=7.082082487642765; dx=-1.0565214261750823E-7 evalInputDelta=0.09007158130407333
New Minimum: 7.082082487642765 > 6.530019611120224
END: th(781801.26031877)=6.530019611120224; dx=-7.203068853149411E-8 evalInputDelta=0.6421344578266144
Fitness changed from 7.172154068946838 to 6.530019611120224
Iteration 1 complete. Error: 6.530019611120224 Total: 57.1334; Orientation: 0.0036; Line Search: 43.7010
Adding measurement 68b3506f to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.530019611120224;dx=-6.24943117731557E-8
New Minimum: 6.530019611120224 > 6.080128408968449
END: th(1684339.7559414052)=6.080128408968449; dx=-3.443720928082165E-8 evalInputDelta=0.44989120215177536
Fitness changed from 6.530019611120224 to 6.080128408968449
Iteration 2 complete. Error: 6.080128408968449 Total: 12.9277; Orientation: 0.0044; Line Search: 8.6775
Adding measurement 717af906 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.080128408968449;dx=-4.843859555288727E-8
New Minimum: 6.080128408968449 > 5.869975857436657
END: th(3628800.0)=5.869975857436657; dx=-8.89818690997773E-9 evalInputDelta=0.2101525515317917
Fitness changed from 6.080128408968449 to 5.869975857436657
Iteration 3 complete. Error: 5.869975857436657 Total: 12.9080; Orientation: 0.0034; Line Search: 8.6314
Adding measurement 54353445 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.712e+03, gradient 2.676e-04, dot -0.432; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.869975857436657, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 54353445 to history. Total: 3
th(0)=5.869975857436657;dx=-4.8036639497111285E-8
Armijo: th(7818012.6031877)=6.203224189579487; dx=5.424001983994998E-9 evalInputDelta=-0.3332483321428299
New Minimum: 5.869975857436657 > 5.6683540642261505
WOLF (strong): th(3909006.30159385)=5.6683540642261505; dx=3.2851767402363544E-9 evalInputDelta=0.20162179321050644
New Minimum: 5.6683540642261505 > 5.557830698788166
END: th(1303002.1005312833)=5.557830698788166; dx=-2.6207252604037448E-8 evalInputDelta=0.3121451586484909
Fitness changed from 5.869975857436657 to 5.557830698788166
Iteration 4 complete. Error: 5.557830698788166 Total: 21.3714; Orientation: 0.0518; Line Search: 16.9751
Adding measurement 613e720c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.633e+03, gradient 2.191e-04, dot -0.457; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.557830698788166, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 613e720c to history. Total: 3
th(0)=5.557830698788166;dx=-2.9097761085429387E-8
New Minimum: 5.557830698788166 > 5.339372970163822
END: th(2807232.9265690087)=5.339372970163822; dx=-1.056871096997703E-8 evalInputDelta=0.21845772862434387
Fitness changed from 5.557830698788166 to 5.339372970163822
Iteration 5 complete. Error: 5.339372970163822 Total: 12.9810; Orientation: 0.0539; Line Search: 8.5979
Adding measurement 21fa0127 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.841e+03, gradient 2.307e-04, dot -0.421; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.339372970163822, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 21fa0127 to history. Total: 3
th(0)=5.339372970163822;dx=-3.795409755682499E-8
Armijo: th(6048000.0)=5.454851724207401; dx=2.056923650420958E-9 evalInputDelta=-0.1154787540435791
New Minimum: 5.339372970163822 > 5.1839635372161865
END: th(3024000.0)=5.1839635372161865; dx=-2.085548186239716E-9 evalInputDelta=0.15540943294763565
Fitness changed from 5.339372970163822 to 5.1839635372161865
Iteration 6 complete. Error: 5.1839635372161865 Total: 17.5938; Orientation: 0.0543; Line Search: 13.2854
Adding measurement 62858c31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.844e+03, gradient 2.370e-04, dot -0.376; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.1839635372161865, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 62858c31 to history. Total: 3
th(0)=5.1839635372161865;dx=-4.22344669210644E-8
Armijo: th(6515010.502656417)=5.253549978137016; dx=7.11122133784966E-9 evalInputDelta=-0.06958644092082977
New Minimum: 5.1839635372161865 > 4.933893486857414
WOLF (strong): th(3257505.2513282085)=4.933893486857414; dx=6.767388139020142E-9 evalInputDelta=0.2500700503587723
END: th(1085835.0837760696)=4.996473245322704; dx=-2.3673335428737208E-8 evalInputDelta=0.1874902918934822
Fitness changed from 5.1839635372161865 to 4.933893486857414
Iteration 7 complete. Error: 4.933893486857414 Total: 22.3326; Orientation: 0.0520; Line Search: 17.9900
Adding measurement 7e4a7b01 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.971e+03, gradient 2.317e-04, dot -0.356; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.933893486857414, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 7e4a7b01 to history. Total: 3
th(0)=4.933893486857414;dx=-3.8759375668572866E-8
New Minimum: 4.933893486857414 > 4.724781975150108
END: th(2339360.772140841)=4.724781975150108; dx=-6.31817353089224E-9 evalInputDelta=0.2091115117073059
Fitness changed from 4.933893486857414 to 4.724781975150108
Iteration 8 complete. Error: 4.724781975150108 Total: 13.2007; Orientation: 0.0582; Line Search: 8.9038
Adding measurement 607be260 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.664e+03, gradient 2.060e-04, dot -0.470; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.724781975150108, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 607be260 to history. Total: 3
th(0)=4.724781975150108;dx=-2.65783797835905E-8
Armijo: th(5040000.000000001)=4.803185656666756; dx=1.1294114460025721E-9 evalInputDelta=-0.07840368151664734
New Minimum: 4.724781975150108 > 4.591837868094444
END: th(2520000.0000000005)=4.591837868094444; dx=-4.877081626759373E-9 evalInputDelta=0.13294410705566406
Fitness changed from 4.724781975150108 to 4.591837868094444
Iteration 9 complete. Error: 4.591837868094444 Total: 17.3525; Orientation: 0.0560; Line Search: 13.0266
Adding measurement e8a5184 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.050e+03, gradient 2.030e-04, dot -0.410; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.591837868094444, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement e8a5184 to history. Total: 3
th(0)=4.591837868094444;dx=-2.7167921299336414E-8
Armijo: th(5429175.418880348)=4.614058747887611; dx=3.6383356207721615E-9 evalInputDelta=-0.022220879793167114
New Minimum: 4.591837868094444 > 4.416348025202751
END: th(2714587.709440174)=4.416348025202751; dx=-4.060486154115521E-9 evalInputDelta=0.17548984289169312
Fitness changed from 4.591837868094444 to 4.416348025202751
Iteration 10 complete. Error: 4.416348025202751 Total: 17.2512; Orientation: 0.0558; Line Search: 12.7253
Adding measurement 2528df18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.633e+03, gradient 2.019e-04, dot -0.366; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.416348025202751, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 2528df18 to history. Total: 3
th(0)=4.416348025202751;dx=-2.2975256002526052E-8
Armijo: th(5848401.930352103)=4.430351734161377; dx=6.92946322805448E-9 evalInputDelta=-0.014003708958625793
New Minimum: 4.416348025202751 > 4.2346973195672035
WOLF (strong): th(2924200.9651760515)=4.2346973195672035; dx=2.286379013658615E-9 evalInputDelta=0.18165070563554764
END: th(974733.6550586838)=4.3000509440898895; dx=-1.7964805434968217E-8 evalInputDelta=0.11629708111286163
Fitness changed from 4.416348025202751 to 4.2346973195672035
Iteration 11 complete. Error: 4.2346973195672035 Total: 21.9479; Orientation: 0.0524; Line Search: 17.4831
Adding measurement 44bd9e0c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.184e+03, gradient 2.084e-04, dot -0.364; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.2346973195672035, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 44bd9e0c to history. Total: 3
th(0)=4.2346973195672035;dx=-2.610795615182133E-8
New Minimum: 4.2346973195672035 > 4.1822870299220085
END: th(2100000.0000000005)=4.1822870299220085; dx=-2.6198673558305657E-9 evalInputDelta=0.05241028964519501
Fitness changed from 4.2346973195672035 to 4.1822870299220085
Iteration 12 complete. Error: 4.1822870299220085 Total: 13.5711; Orientation: 0.0530; Line Search: 9.2647
Adding measurement 5cc7ae38 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.608e+03, gradient 1.905e-04, dot -0.399; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.1822870299220085, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 5cc7ae38 to history. Total: 3
th(0)=4.1822870299220085;dx=-2.297286246125453E-8
Armijo: th(4524312.849066957)=4.339211016893387; dx=3.906022311969359E-9 evalInputDelta=-0.15692398697137833
New Minimum: 4.1822870299220085 > 4.085238911211491
END: th(2262156.4245334785)=4.085238911211491; dx=-4.062463816777551E-9 evalInputDelta=0.09704811871051788
Fitness changed from 4.1822870299220085 to 4.085238911211491
Iteration 13 complete. Error: 4.085238911211491 Total: 17.6136; Orientation: 0.0578; Line Search: 13.3366
Adding measurement 5a26e3a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.047e+03, gradient 1.887e-04, dot -0.359; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.085238911211491, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 5a26e3a3 to history. Total: 3
th(0)=4.085238911211491;dx=-2.0420118198922807E-8
Armijo: th(4873668.275293419)=4.285071209073067; dx=5.253737567425735E-9 evalInputDelta=-0.19983229786157608
New Minimum: 4.085238911211491 > 4.026403911411762
WOLF (strong): th(2436834.1376467096)=4.026403911411762; dx=8.286866160820596E-11 evalInputDelta=0.058834999799728394
New Minimum: 4.026403911411762 > 4.0143738985061646
END: th(812278.0458822366)=4.0143738985061646; dx=-1.4574718053717264E-8 evalInputDelta=0.07086501270532608
Fitness changed from 4.085238911211491 to 4.0143738985061646
Iteration 14 complete. Error: 4.0143738985061646 Total: 22.3851; Orientation: 0.1052; Line Search: 17.6987
Adding measurement 62752561 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.859e+03, gradient 1.654e-04, dot -0.439; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.0143738985061646, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 62752561 to history. Total: 3
th(0)=4.0143738985061646;dx=-1.5895173636696088E-8
New Minimum: 4.0143738985061646 > 3.994790956377983
END: th(1750000.0000000007)=3.994790956377983; dx=-4.392612770696244E-9 evalInputDelta=0.019582942128181458
Fitness changed from 4.0143738985061646 to 3.994790956377983
Iteration 15 complete. Error: 3.994790956377983 Total: 13.3545; Orientation: 0.0510; Line Search: 8.7881
Adding measurement 6fd030f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.392e+03, gradient 1.642e-04, dot -0.407; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.994790956377983, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 6fd030f6 to history. Total: 3
th(0)=3.994790956377983;dx=-1.516933370375692E-8
Armijo: th(3770260.7075557983)=4.027288809418678; dx=-5.175687703257892E-10 evalInputDelta=-0.03249785304069519
New Minimum: 3.994790956377983 > 3.954523667693138
END: th(1885130.3537778992)=3.954523667693138; dx=-5.401215756222322E-9 evalInputDelta=0.04026728868484497
Fitness changed from 3.994790956377983 to 3.954523667693138
Iteration 16 complete. Error: 3.954523667693138 Total: 17.1356; Orientation: 0.0515; Line Search: 12.8042
Adding measurement 52c5989b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.295e+03, gradient 1.729e-04, dot -0.373; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.954523667693138, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 52c5989b to history. Total: 3
th(0)=3.954523667693138;dx=-1.5011255854950313E-8
Armijo: th(4061390.229411184)=4.113514423370361; dx=3.3040566933268627E-9 evalInputDelta=-0.1589907556772232
Armijo: th(2030695.114705592)=3.955055981874466; dx=-5.401485968476154E-9 evalInputDelta=-5.323141813278198E-4
New Minimum: 3.954523667693138 > 3.927861951291561
END: th(676898.3715685307)=3.927861951291561; dx=-8.619589831985298E-9 evalInputDelta=0.026661716401576996
Fitness changed from 3.954523667693138 to 3.927861951291561
Iteration 17 complete. Error: 3.927861951291561 Total: 21.8474; Orientation: 0.0512; Line Search: 17.5049
Adding measurement 37861765 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.410e+03, gradient 1.604e-04, dot -0.400; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.927861951291561, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 37861765 to history. Total: 3
th(0)=3.927861951291561;dx=-1.4289526132464877E-8
New Minimum: 3.927861951291561 > 3.8697868436574936
END: th(1458333.3333333344)=3.8697868436574936; dx=-6.242997294929932E-9 evalInputDelta=0.058075107634067535
Fitness changed from 3.927861951291561 to 3.8697868436574936
Iteration 18 complete. Error: 3.8697868436574936 Total: 13.1712; Orientation: 0.0509; Line Search: 8.8693
Adding measurement 4dc05575 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.750e+03, gradient 1.712e-04, dot -0.337; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8697868436574936, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 4dc05575 to history. Total: 3
th(0)=3.8697868436574936;dx=-1.2596150614943488E-8
New Minimum: 3.8697868436574936 > 3.7718460708856583
WOLF (strong): th(3141883.922963166)=3.7718460708856583; dx=6.886181562486587E-10 evalInputDelta=0.09794077277183533
New Minimum: 3.7718460708856583 > 3.756684198975563
END: th(1570941.961481583)=3.756684198975563; dx=-4.5100475227961545E-9 evalInputDelta=0.11310264468193054
Fitness changed from 3.8697868436574936 to 3.756684198975563
Iteration 19 complete. Error: 3.756684198975563 Total: 17.5817; Orientation: 0.0507; Line Search: 13.2761
Adding measurement 621694f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.268e+03, gradient 1.656e-04, dot -0.367; [81402bf4-984a-4310-a5ff-5bd2270e5ba4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.756684198975563, 6.080128408968449, 6.530019611120224, 7.172154068946838
LBFGS Accumulation History: 3 points
Removed measurement 621694f2 to history. Total: 3
th(0)=3.756684198975563;dx=-1.3470044679309358E-8
Armijo: th(3384491.857842654)=3.9066434651613235; dx=-5.500110523562223E-10 evalInputDelta=-0.1499592661857605
Armijo: th(1692245.928921327)=3.7743151485919952; dx=-3.78499698987124E-9 evalInputDelta=-0.01763094961643219
New Minimum: 3.756684198975563 > 3.7477658540010452
END: th(564081.976307109)=3.7477658540010452; dx=-1.0686762780157342E-8 evalInputDelta=0.008918344974517822
Fitness changed from 3.756684198975563 to 3.7477658540010452
Iteration 20 complete. Error: 3.7477658540010452 Total: 21.6092; Orientation: 0.0516; Line Search: 17.2030
Final threshold in iteration 21: 3.7477658540010452 (> -Infinity) after 385.270s (< 5400.000s)
