Reset training subject: 5484403934268
Reset training subject: 5498000768112
Adding measurement 61d5b416 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.39835916459560394;dx=-1.9120042662844286E-7
New Minimum: 0.39835916459560394 > 0.3983575999736786
WOLFE (weak): th(2.154434690031884)=0.3983575999736786; dx=-1.9932646362256586E-7 evalInputDelta=1.564621925354004E-6
New Minimum: 0.3983575999736786 > 0.3983559012413025
WOLFE (weak): th(4.308869380063768)=0.3983559012413025; dx=-1.9990639242440926E-7 evalInputDelta=3.2633543014526367E-6
New Minimum: 0.3983559012413025 > 0.3983493596315384
END: th(12.926608140191302)=0.3983493596315384; dx=-1.6900130545290212E-7 evalInputDelta=9.804964065551758E-6
Fitness changed from 0.39835916459560394 to 0.3983493596315384
Iteration 1 complete. Error: 0.3983493596315384 Total: 94.5210; Orientation: 0.0082; Line Search: 54.0105
Adding measurement 75c7e1c8 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.3983493596315384;dx=-1.9745218948296033E-7
New Minimum: 0.3983493596315384 > 0.39832770824432373
WOLFE (weak): th(27.849533001676672)=0.39832770824432373; dx=-2.2090091691116013E-7 evalInputDelta=2.1651387214660645E-5
New Minimum: 0.39832770824432373 > 0.3983060419559479
WOLFE (weak): th(55.699066003353344)=0.3983060419559479; dx=-2.044493799863869E-7 evalInputDelta=4.331767559051514E-5
New Minimum: 0.3983060419559479 > 0.3982190638780594
WOLFE (weak): th(167.09719801006003)=0.3982190638780594; dx=-1.817450641278181E-7 evalInputDelta=1.302957534790039E-4
New Minimum: 0.3982190638780594 > 0.39782775938510895
WOLFE (weak): th(668.3887920402401)=0.39782775938510895; dx=-2.201588316133589E-7 evalInputDelta=5.216002464294434E-4
New Minimum: 0.39782775938510895 > 0.3957420885562897
WOLFE (weak): th(3341.9439602012008)=0.3957420885562897; dx=-2.1989040949377192E-7 evalInputDelta=0.0026072710752487183
New Minimum: 0.3957420885562897 > 0.38272687792778015
WOLFE (weak): th(20051.663761207205)=0.38272687792778015; dx=-2.220890717860235E-7 evalInputDelta=0.01562248170375824
New Minimum: 0.38272687792778015 > 0.2901187092065811
WOLFE (weak): th(140361.64632845044)=0.2901187092065811; dx=-2.2317253726665563E-7 evalInputDelta=0.10823065042495728
New Minimum: 0.2901187092065811 > -0.36455364525318146
END: th(1122893.1706276035)=-0.36455364525318146; dx=-1.5011947612574525E-7 evalInputDelta=0.7629030048847198
Fitness changed from 0.3983493596315384 to -0.36455364525318146
Iteration 2 complete. Error: -0.36455364525318146 Total: 134.8131; Orientation: 0.0082; Line Search: 121.3081
Adding measurement 7fd83090 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.36455364525318146;dx=-1.1732834690668286E-7
New Minimum: -0.36455364525318146 > -1.1194825023412704
END: th(2419200.0000000005)=-1.1194825023412704; dx=-5.361362754752307E-8 evalInputDelta=0.754928857088089
Fitness changed from -0.36455364525318146 to -1.1194825023412704
Iteration 3 complete. Error: -1.1194825023412704 Total: 40.2996; Orientation: 0.0091; Line Search: 26.8018
Adding measurement 39d46d5f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.448e+03, gradient 3.307e-04, dot -0.275; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1194825023412704, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 39d46d5f to history. Total: 3
th(0)=-1.1194825023412704;dx=-7.672955725859096E-8
New Minimum: -1.1194825023412704 > -1.8113118261098862
END: th(5212008.402125134)=-1.8113118261098862; dx=-2.153615644623263E-8 evalInputDelta=0.6918293237686157
Fitness changed from -1.1194825023412704 to -1.8113118261098862
Iteration 4 complete. Error: -1.8113118261098862 Total: 40.6535; Orientation: 0.2153; Line Search: 26.9148
Adding measurement 515be1e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.014e+03, gradient 2.448e-04, dot -0.509; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8113118261098862, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 515be1e8 to history. Total: 3
th(0)=-1.8113118261098862;dx=-3.67302512305532E-8
Armijo: th(1.1228931706276037E7)=-0.9601400792598724; dx=6.892287338793923E-8 evalInputDelta=-0.8511717468500137
New Minimum: -1.8113118261098862 > -1.9753592163324356
WOLF (strong): th(5614465.853138018)=-1.9753592163324356; dx=2.3749889845105364E-8 evalInputDelta=0.16404739022254944
New Minimum: -1.9753592163324356 > -2.0199175253510475
END: th(1871488.6177126728)=-2.0199175253510475; dx=-1.5490926658349697E-8 evalInputDelta=0.20860569924116135
Fitness changed from -1.8113118261098862 to -2.0199175253510475
Iteration 5 complete. Error: -2.0199175253510475 Total: 67.5565; Orientation: 0.2543; Line Search: 53.7890
Adding measurement 26eca3b3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.219e+03, gradient 1.774e-04, dot -0.425; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.0199175253510475, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 26eca3b3 to history. Total: 3
th(0)=-2.0199175253510475;dx=-1.8207163008870845E-8
New Minimum: -2.0199175253510475 > -2.228475596755743
END: th(4032000.000000001)=-2.228475596755743; dx=-1.4394104029890563E-8 evalInputDelta=0.2085580714046955
Fitness changed from -2.0199175253510475 to -2.228475596755743
Iteration 6 complete. Error: -2.228475596755743 Total: 40.6350; Orientation: 0.2253; Line Search: 26.8102
Adding measurement 94fc09d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.610e+03, gradient 1.629e-04, dot -0.359; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.228475596755743, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 94fc09d to history. Total: 3
th(0)=-2.228475596755743;dx=-1.9997769182824485E-8
New Minimum: -2.228475596755743 > -2.4837646782398224
END: th(8686680.670208558)=-2.4837646782398224; dx=-8.728136148732331E-9 evalInputDelta=0.25528908148407936
Fitness changed from -2.228475596755743 to -2.4837646782398224
Iteration 7 complete. Error: -2.4837646782398224 Total: 40.7528; Orientation: 0.3971; Line Search: 26.8312
Adding measurement 4e027d27 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.456e+03, gradient 1.442e-04, dot -0.405; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4837646782398224, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 4e027d27 to history. Total: 3
th(0)=-2.4837646782398224;dx=-1.4245894266746236E-8
Armijo: th(1.871488617712673E7)=-1.93683310598135; dx=2.030241026189764E-8 evalInputDelta=-0.5469315722584724
New Minimum: -2.4837646782398224 > -2.501842685043812
WOLF (strong): th(9357443.088563366)=-2.501842685043812; dx=6.154287807256031E-9 evalInputDelta=0.01807800680398941
New Minimum: -2.501842685043812 > -2.5695032253861427
END: th(3119147.6961877886)=-2.5695032253861427; dx=-5.809440324529474E-9 evalInputDelta=0.08573854714632034
Fitness changed from -2.4837646782398224 to -2.5695032253861427
Iteration 8 complete. Error: -2.5695032253861427 Total: 67.7062; Orientation: 0.2231; Line Search: 53.5953
Adding measurement 71126491 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.067e+03, gradient 1.327e-04, dot -0.297; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5695032253861427, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 71126491 to history. Total: 3
th(0)=-2.5695032253861427;dx=-9.167587068259507E-9
New Minimum: -2.5695032253861427 > -2.6626703329384327
END: th(6720000.000000003)=-2.6626703329384327; dx=-3.934452613608139E-9 evalInputDelta=0.09316710755228996
Fitness changed from -2.5695032253861427 to -2.6626703329384327
Iteration 9 complete. Error: -2.6626703329384327 Total: 40.5932; Orientation: 0.2835; Line Search: 26.8052
Adding measurement 7fad9ad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.953e+03, gradient 1.318e-04, dot -0.440; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6626703329384327, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 7fad9ad to history. Total: 3
th(0)=-2.6626703329384327;dx=-1.2641655599224982E-8
Armijo: th(1.4477801117014265E7)=-2.295914303511381; dx=2.0966062636725443E-8 evalInputDelta=-0.36675602942705154
New Minimum: -2.6626703329384327 > -2.68375638499856
WOLF (strong): th(7238900.558507132)=-2.68375638499856; dx=6.091248083180456E-9 evalInputDelta=0.02108605206012726
New Minimum: -2.68375638499856 > -2.7184915021061897
END: th(2412966.8528357106)=-2.7184915021061897; dx=-6.324877837966828E-9 evalInputDelta=0.055821169167757034
Fitness changed from -2.6626703329384327 to -2.7184915021061897
Iteration 10 complete. Error: -2.7184915021061897 Total: 67.7551; Orientation: 0.2172; Line Search: 54.0256
Adding measurement 353e617c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.760e+03, gradient 1.063e-04, dot -0.385; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7184915021061897, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 353e617c to history. Total: 3
th(0)=-2.7184915021061897;dx=-8.0028318555136E-9
New Minimum: -2.7184915021061897 > -2.7775392718613148
END: th(5198579.493646314)=-2.7775392718613148; dx=-5.732934031773457E-9 evalInputDelta=0.059047769755125046
Fitness changed from -2.7184915021061897 to -2.7775392718613148
Iteration 11 complete. Error: -2.7775392718613148 Total: 40.5666; Orientation: 0.2163; Line Search: 26.8282
Adding measurement 5bd3fbea to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.170e+03, gradient 9.735e-05, dot -0.437; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7775392718613148, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 5bd3fbea to history. Total: 3
th(0)=-2.7775392718613148;dx=-6.279356479487953E-9
New Minimum: -2.7775392718613148 > -2.8631134629249573
END: th(1.1200000000000006E7)=-2.8631134629249573; dx=-4.021963501223698E-9 evalInputDelta=0.0855741910636425
Fitness changed from -2.7775392718613148 to -2.8631134629249573
Iteration 12 complete. Error: -2.8631134629249573 Total: 40.6194; Orientation: 0.2488; Line Search: 26.8587
Adding measurement 7ce4a9a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.732e+02, gradient 1.384e-04, dot -0.287; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8631134629249573, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 7ce4a9a3 to history. Total: 3
th(0)=-2.8631134629249573;dx=-1.2563298050168657E-8
Armijo: th(2.412966852835711E7)=-2.059602089226246; dx=1.4634669420715854E-8 evalInputDelta=-0.8035113736987114
Armijo: th(1.2064834264178555E7)=-2.649546679109335; dx=1.0688368360149058E-8 evalInputDelta=-0.21356678381562233
New Minimum: -2.8631134629249573 > -2.888788964599371
END: th(4021611.421392852)=-2.888788964599371; dx=-3.1632476347809415E-10 evalInputDelta=0.02567550167441368
Fitness changed from -2.8631134629249573 to -2.888788964599371
Iteration 13 complete. Error: -2.888788964599371 Total: 67.5391; Orientation: 0.2173; Line Search: 53.8025
Adding measurement 4ef93da4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.174e+03, gradient 1.150e-04, dot -0.302; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.888788964599371, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 4ef93da4 to history. Total: 3
th(0)=-2.888788964599371;dx=-7.160766925250346E-9
Armijo: th(8664299.156077193)=-2.836944792419672; dx=8.060466323021034E-9 evalInputDelta=-0.051844172179698944
New Minimum: -2.888788964599371 > -2.9256688207387924
WOLF (strong): th(4332149.578038597)=-2.9256688207387924; dx=6.690844569595279E-10 evalInputDelta=0.03687985613942146
END: th(1444049.8593461988)=-2.9153372421860695; dx=-4.238982070279947E-9 evalInputDelta=0.026548277586698532
Fitness changed from -2.888788964599371 to -2.9256688207387924
Iteration 14 complete. Error: -2.9256688207387924 Total: 67.5793; Orientation: 0.2187; Line Search: 53.8473
Adding measurement 62746849 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.088e+03, gradient 1.251e-04, dot -0.258; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9256688207387924, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 62746849 to history. Total: 3
th(0)=-2.9256688207387924;dx=-1.1468275884950783E-8
New Minimum: -2.9256688207387924 > -2.951721165329218
END: th(3111111.1111111133)=-2.951721165329218; dx=-1.590981466232738E-9 evalInputDelta=0.02605234459042549
Fitness changed from -2.9256688207387924 to -2.951721165329218
Iteration 15 complete. Error: -2.951721165329218 Total: 40.5586; Orientation: 0.2162; Line Search: 26.8307
Adding measurement eb24d81 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.669e+03, gradient 8.544e-05, dot -0.448; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.951721165329218, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement eb24d81 to history. Total: 3
th(0)=-2.951721165329218;dx=-3.5057532054965205E-9
New Minimum: -2.951721165329218 > -2.98181314766407
END: th(6702685.702321421)=-2.98181314766407; dx=-1.8793667350942286E-9 evalInputDelta=0.03009198233485222
Fitness changed from -2.951721165329218 to -2.98181314766407
Iteration 16 complete. Error: -2.98181314766407 Total: 40.6147; Orientation: 0.2433; Line Search: 26.8491
Adding measurement 6dc3374d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.166e+03, gradient 1.086e-04, dot -0.245; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.98181314766407, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 6dc3374d to history. Total: 3
th(0)=-2.98181314766407;dx=-5.8552809359278185E-9
Armijo: th(1.444049859346199E7)=-2.796539731323719; dx=8.148668883016736E-9 evalInputDelta=-0.1852734163403511
Armijo: th(7220249.296730995)=-2.9688624404370785; dx=2.8373939540112237E-9 evalInputDelta=-0.012950707226991653
New Minimum: -2.98181314766407 > -3.0013668201863766
END: th(2406749.7655769982)=-3.0013668201863766; dx=-2.3628937225021427E-9 evalInputDelta=0.019553672522306442
Fitness changed from -2.98181314766407 to -3.0013668201863766
Iteration 17 complete. Error: -3.0013668201863766 Total: 67.3834; Orientation: 0.2149; Line Search: 53.6485
Adding measurement 223b4629 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.349e+03, gradient 7.846e-05, dot -0.419; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0013668201863766, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 223b4629 to history. Total: 3
th(0)=-3.0013668201863766;dx=-3.929603504591173E-9
New Minimum: -3.0013668201863766 > -3.0233947969973087
WOLFE (weak): th(5185185.185185189)=-3.0233947969973087; dx=-3.808584405060358E-9 evalInputDelta=0.02202797681093216
New Minimum: -3.0233947969973087 > -3.0403296276926994
END: th(1.0370370370370379E7)=-3.0403296276926994; dx=-3.1016611932389E-9 evalInputDelta=0.03896280750632286
Fitness changed from -3.0013668201863766 to -3.0403296276926994
Iteration 18 complete. Error: -3.0403296276926994 Total: 54.2938; Orientation: 0.3831; Line Search: 40.2237
Adding measurement 7552ec0b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.096e+03, gradient 8.582e-05, dot -0.195; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0403296276926994, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 7552ec0b to history. Total: 3
th(0)=-3.0403296276926994;dx=-2.411792443179461E-9
New Minimum: -3.0403296276926994 > -3.065455626696348
END: th(2.234228567440474E7)=-3.065455626696348; dx=-2.369384591536343E-11 evalInputDelta=0.025125999003648758
Fitness changed from -3.0403296276926994 to -3.065455626696348
Iteration 19 complete. Error: -3.065455626696348 Total: 40.6817; Orientation: 0.3868; Line Search: 26.8126
Adding measurement 1c88f692 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.979e+03, gradient 1.298e-04, dot -0.244; [e7f42e27-066c-4abf-adbc-b37e8003bb79 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.065455626696348, -0.36455364525318146, 0.3983493596315384, 0.39835916459560394
LBFGS Accumulation History: 3 points
Removed measurement 1c88f692 to history. Total: 3
th(0)=-3.065455626696348;dx=-9.520089946806864E-9
Armijo: th(4.813499531153998E7)=0.7870220765471458; dx=3.905037339398857E-8 evalInputDelta=-3.852477703243494
Armijo: th(2.406749765576999E7)=-1.8107414692640305; dx=3.284051526981586E-8 evalInputDelta=-1.2547141574323177
Armijo: th(8022499.218589996)=-3.016144871711731; dx=1.142213517698196E-8 evalInputDelta=-0.04931075498461723
New Minimum: -3.065455626696348 > -3.1088322550058365
END: th(2005624.804647499)=-3.1088322550058365; dx=-4.7724598877486774E-9 evalInputDelta=0.043376628309488297
Fitness changed from -3.065455626696348 to -3.1088322550058365
Iteration 20 complete. Error: -3.1088322550058365 Total: 81.1066; Orientation: 0.2352; Line Search: 67.0963
Final threshold in iteration 21: -3.1088322550058365 (> -Infinity) after 1176.230s (< 5400.000s)
