Reset training subject: 12708824376913
Reset training subject: 12732343081376
Adding measurement 54fa0249 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-0.5845724642276764;dx=-5.914373770674082E-7
New Minimum: -0.5845724642276764 > -0.5845734179019928
WOLFE (weak): th(2.154434690031884)=-0.5845734179019928; dx=-5.702970642261439E-7 evalInputDelta=9.5367431640625E-7
New Minimum: -0.5845734179019928 > -0.5845752209424973
WOLFE (weak): th(4.308869380063768)=-0.5845752209424973; dx=-5.700369688959036E-7 evalInputDelta=2.7567148208618164E-6
New Minimum: -0.5845752209424973 > -0.5845803543925285
WOLFE (weak): th(12.926608140191302)=-0.5845803543925285; dx=-5.70336000370961E-7 evalInputDelta=7.890164852142334E-6
New Minimum: -0.5845803543925285 > -0.5846037715673447
WOLFE (weak): th(51.70643256076521)=-0.5846037715673447; dx=-5.702894257476996E-7 evalInputDelta=3.1307339668273926E-5
New Minimum: -0.5846037715673447 > -0.584729366004467
WOLFE (weak): th(258.53216280382605)=-0.584729366004467; dx=-5.702324594833409E-7 evalInputDelta=1.569017767906189E-4
New Minimum: -0.584729366004467 > -0.5855142623186111
WOLFE (weak): th(1551.1929768229563)=-0.5855142623186111; dx=-5.686729583730687E-7 evalInputDelta=9.417980909347534E-4
New Minimum: -0.5855142623186111 > -0.5911598727107048
WOLFE (weak): th(10858.350837760694)=-0.5911598727107048; dx=-5.694271924921066E-7 evalInputDelta=0.006587408483028412
New Minimum: -0.5911598727107048 > -0.6368650496006012
WOLFE (weak): th(86866.80670208555)=-0.6368650496006012; dx=-5.598523944451722E-7 evalInputDelta=0.052292585372924805
New Minimum: -0.6368650496006012 > -1.0087220072746277
END: th(781801.26031877)=-1.0087220072746277; dx=-4.395787346370047E-7 evalInputDelta=0.4241495430469513
Fitness changed from -0.5845724642276764 to -1.0087220072746277
Iteration 1 complete. Error: -1.0087220072746277 Total: 304.0542; Orientation: 0.0346; Line Search: 233.8508
Adding measurement 6ad71f41 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-1.0087220072746277;dx=-4.3523833573294816E-7
New Minimum: -1.0087220072746277 > -1.6317633613944054
END: th(1684339.7559414052)=-1.6317633613944054; dx=-2.6712818471530907E-7 evalInputDelta=0.6230413541197777
Fitness changed from -1.0087220072746277 to -1.6317633613944054
Iteration 2 complete. Error: -1.6317633613944054 Total: 70.1887; Orientation: 0.0330; Line Search: 46.7412
Adding measurement 532f5d5b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.6317633613944054;dx=-2.829109435381411E-7
New Minimum: -1.6317633613944054 > -2.348289519548416
END: th(3628800.0)=-2.348289519548416; dx=-1.1905057334878393E-7 evalInputDelta=0.7165261581540108
Fitness changed from -1.6317633613944054 to -2.348289519548416
Iteration 3 complete. Error: -2.348289519548416 Total: 70.4814; Orientation: 0.0330; Line Search: 46.9448
Adding measurement 33fb61ee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.702e+03, gradient 3.944e-04, dot -0.674; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.348289519548416, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 33fb61ee to history. Total: 3
th(0)=-2.348289519548416;dx=-1.5538299353229304E-7
New Minimum: -2.348289519548416 > -2.957724466919899
END: th(7818012.6031877)=-2.957724466919899; dx=-2.6140673766311588E-8 evalInputDelta=0.6094349473714828
Fitness changed from -2.348289519548416 to -2.957724466919899
Iteration 4 complete. Error: -2.957724466919899 Total: 71.0904; Orientation: 0.8644; Line Search: 46.7632
Adding measurement 166504d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.081e+03, gradient 3.585e-04, dot -0.485; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.957724466919899, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 166504d9 to history. Total: 3
th(0)=-2.957724466919899;dx=-1.2843626964924765E-7
Armijo: th(1.684339755941405E7)=-2.462493758648634; dx=7.510515649161806E-8 evalInputDelta=-0.49523070827126503
New Minimum: -2.957724466919899 > -3.0174544900655746
WOLF (strong): th(8421698.779707026)=-3.0174544900655746; dx=4.119998051491053E-8 evalInputDelta=0.05973002314567566
New Minimum: -3.0174544900655746 > -3.1409439593553543
END: th(2807232.9265690087)=-3.1409439593553543; dx=-8.53743068098517E-9 evalInputDelta=0.18321949243545532
Fitness changed from -2.957724466919899 to -3.1409439593553543
Iteration 5 complete. Error: -3.1409439593553543 Total: 117.5513; Orientation: 0.8573; Line Search: 93.1908
Adding measurement 20178333 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.788e+03, gradient 2.617e-04, dot -0.468; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1409439593553543, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 20178333 to history. Total: 3
th(0)=-3.1409439593553543;dx=-6.842634197014076E-8
New Minimum: -3.1409439593553543 > -3.215781569480896
WOLF (strong): th(6048000.0)=-3.215781569480896; dx=2.6719451329107807E-8 evalInputDelta=0.07483761012554169
New Minimum: -3.215781569480896 > -3.2536017037928104
END: th(3024000.0)=-3.2536017037928104; dx=-6.927709942851289E-9 evalInputDelta=0.11265774443745613
Fitness changed from -3.1409439593553543 to -3.2536017037928104
Iteration 6 complete. Error: -3.2536017037928104 Total: 94.2888; Orientation: 0.8559; Line Search: 70.0147
Adding measurement e356795 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.735e+03, gradient 2.271e-04, dot -0.571; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2536017037928104, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement e356795 to history. Total: 3
th(0)=-3.2536017037928104;dx=-5.151243192160347E-8
New Minimum: -3.2536017037928104 > -3.314015071839094
WOLF (strong): th(6515010.502656417)=-3.314015071839094; dx=2.0322547290472718E-8 evalInputDelta=0.06041336804628372
New Minimum: -3.314015071839094 > -3.3453702107071877
END: th(3257505.2513282085)=-3.3453702107071877; dx=-4.883794097429933E-9 evalInputDelta=0.09176850691437721
Fitness changed from -3.2536017037928104 to -3.3453702107071877
Iteration 7 complete. Error: -3.3453702107071877 Total: 94.4565; Orientation: 0.8588; Line Search: 70.1874
Adding measurement 4a59a7be to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.781e+03, gradient 1.991e-04, dot -0.511; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3453702107071877, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 4a59a7be to history. Total: 3
th(0)=-3.3453702107071877;dx=-3.953612444039116E-8
New Minimum: -3.3453702107071877 > -3.3814202658832073
WOLF (strong): th(7018082.316422523)=-3.3814202658832073; dx=2.069233257022211E-8 evalInputDelta=0.03605005517601967
New Minimum: -3.3814202658832073 > -3.4191240929067135
END: th(3509041.1582112615)=-3.4191240929067135; dx=-2.404922182276497E-9 evalInputDelta=0.07375388219952583
Fitness changed from -3.3453702107071877 to -3.4191240929067135
Iteration 8 complete. Error: -3.4191240929067135 Total: 94.4957; Orientation: 0.8525; Line Search: 70.2373
Adding measurement 311ed4ab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.446e+03, gradient 1.890e-04, dot -0.568; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4191240929067135, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 311ed4ab to history. Total: 3
th(0)=-3.4191240929067135;dx=-3.569476718204403E-8
New Minimum: -3.4191240929067135 > -3.4271410889923573
WOLF (strong): th(7560000.000000002)=-3.4271410889923573; dx=2.5497896581002412E-8 evalInputDelta=0.008016996085643768
New Minimum: -3.4271410889923573 > -3.484096188098192
WOLF (strong): th(3780000.000000001)=-3.484096188098192; dx=1.1781473135078516E-9 evalInputDelta=0.06497209519147873
END: th(1260000.0000000002)=-3.457581963390112; dx=-2.2042722266881895E-8 evalInputDelta=0.03845787048339844
Fitness changed from -3.4191240929067135 to -3.484096188098192
Iteration 9 complete. Error: -3.484096188098192 Total: 117.8433; Orientation: 0.8966; Line Search: 93.2635
Adding measurement 7663e81a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.565e+03, gradient 1.833e-04, dot -0.479; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.484096188098192, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 7663e81a to history. Total: 3
th(0)=-3.484096188098192;dx=-3.355095159125026E-8
New Minimum: -3.484096188098192 > -3.5369340777397156
END: th(2714587.709440174)=-3.5369340777397156; dx=-4.531144086002422E-9 evalInputDelta=0.05283788964152336
Fitness changed from -3.484096188098192 to -3.5369340777397156
Iteration 10 complete. Error: -3.5369340777397156 Total: 71.3761; Orientation: 1.0135; Line Search: 46.6801
Adding measurement 2abe0bf1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.111e+03, gradient 1.358e-04, dot -0.639; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5369340777397156, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 2abe0bf1 to history. Total: 3
th(0)=-3.5369340777397156;dx=-1.842208921242029E-8
New Minimum: -3.5369340777397156 > -3.5966196805238724
END: th(5848401.930352103)=-3.5966196805238724; dx=-2.252401939884703E-9 evalInputDelta=0.0596856027841568
Fitness changed from -3.5369340777397156 to -3.5966196805238724
Iteration 11 complete. Error: -3.5966196805238724 Total: 70.9680; Orientation: 0.8526; Line Search: 46.7191
Adding measurement 33481452 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.381e+03, gradient 1.762e-04, dot -0.443; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5966196805238724, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 33481452 to history. Total: 3
th(0)=-3.5966196805238724;dx=-3.100233076056087E-8
Armijo: th(1.2600000000000004E7)=-3.316901817917824; dx=4.888750732613305E-8 evalInputDelta=-0.2797178626060486
Armijo: th(6300000.000000002)=-3.5843762420117855; dx=2.715147022052273E-8 evalInputDelta=-0.012243438512086868
New Minimum: -3.5966196805238724 > -3.6370899714529514
END: th(2100000.0000000005)=-3.6370899714529514; dx=-6.4696241361865994E-9 evalInputDelta=0.040470290929079056
Fitness changed from -3.5966196805238724 to -3.6370899714529514
Iteration 12 complete. Error: -3.6370899714529514 Total: 118.0016; Orientation: 0.8508; Line Search: 93.5625
Adding measurement 24fe85dc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.834e+03, gradient 1.055e-04, dot -0.676; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6370899714529514, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 24fe85dc to history. Total: 3
th(0)=-3.6370899714529514;dx=-1.1126925430163133E-8
New Minimum: -3.6370899714529514 > -3.6811947375535965
END: th(4524312.849066957)=-3.6811947375535965; dx=-7.591149944054804E-9 evalInputDelta=0.044104766100645065
Fitness changed from -3.6370899714529514 to -3.6811947375535965
Iteration 13 complete. Error: -3.6811947375535965 Total: 71.1126; Orientation: 0.9823; Line Search: 46.7271
Adding measurement 56ef43c9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.597e+03, gradient 1.015e-04, dot -0.630; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6811947375535965, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 56ef43c9 to history. Total: 3
th(0)=-3.6811947375535965;dx=-1.0298598634298946E-8
New Minimum: -3.6811947375535965 > -3.734955057501793
END: th(9747336.550586838)=-3.734955057501793; dx=-6.992185289503241E-10 evalInputDelta=0.05376031994819641
Fitness changed from -3.6811947375535965 to -3.734955057501793
Iteration 14 complete. Error: -3.734955057501793 Total: 70.8864; Orientation: 0.8523; Line Search: 46.6464
Adding measurement 1423895e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.948e+03, gradient 1.818e-04, dot -0.406; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.734955057501793, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 1423895e to history. Total: 3
th(0)=-3.734955057501793;dx=-3.299927605188144E-8
Armijo: th(2.1000000000000007E7)=-2.777375176548958; dx=7.658268070728055E-8 evalInputDelta=-0.9575798809528351
Armijo: th(1.0500000000000004E7)=-3.519175950437784; dx=5.241104057310888E-8 evalInputDelta=-0.2157791070640087
New Minimum: -3.734955057501793 > -3.7718357779085636
WOLF (strong): th(3500000.0000000014)=-3.7718357779085636; dx=9.643558215976143E-9 evalInputDelta=0.036880720406770706
END: th(875000.0000000003)=-3.759590521454811; dx=-2.0449303037789886E-8 evalInputDelta=0.02463546395301819
Fitness changed from -3.734955057501793 to -3.7718357779085636
Iteration 15 complete. Error: -3.7718357779085636 Total: 141.2684; Orientation: 0.8660; Line Search: 116.7485
Adding measurement 164538b5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.239e+03, gradient 1.340e-04, dot -0.426; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7718357779085636, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 164538b5 to history. Total: 3
th(0)=-3.7718357779085636;dx=-1.7932391965919435E-8
New Minimum: -3.7718357779085636 > -3.795499924570322
END: th(1885130.3537778992)=-3.795499924570322; dx=-6.2322657022758695E-9 evalInputDelta=0.023664146661758423
Fitness changed from -3.7718357779085636 to -3.795499924570322
Iteration 16 complete. Error: -3.795499924570322 Total: 71.3934; Orientation: 0.9325; Line Search: 46.9138
Adding measurement 656b25a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.526e+03, gradient 7.850e-05, dot -0.668; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.795499924570322, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 656b25a9 to history. Total: 3
th(0)=-3.795499924570322;dx=-6.158263904252245E-9
New Minimum: -3.795499924570322 > -3.8202053010463715
END: th(4061390.229411184)=-3.8202053010463715; dx=-5.379409698361163E-9 evalInputDelta=0.024705376476049423
Fitness changed from -3.795499924570322 to -3.8202053010463715
Iteration 17 complete. Error: -3.8202053010463715 Total: 71.1667; Orientation: 0.9311; Line Search: 46.8533
Adding measurement 2e5255c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.511e+03, gradient 7.304e-05, dot -0.687; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8202053010463715, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 2e5255c8 to history. Total: 3
th(0)=-3.8202053010463715;dx=-5.328852075963665E-9
New Minimum: -3.8202053010463715 > -3.86528417468071
END: th(8750000.000000006)=-3.86528417468071; dx=-4.479274646948983E-9 evalInputDelta=0.04507887363433838
Fitness changed from -3.8202053010463715 to -3.86528417468071
Iteration 18 complete. Error: -3.86528417468071 Total: 71.1486; Orientation: 0.8535; Line Search: 46.8573
Adding measurement 264b70c9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.468e+03, gradient 6.824e-05, dot -0.675; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.86528417468071, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 264b70c9 to history. Total: 3
th(0)=-3.86528417468071;dx=-4.650893753735147E-9
New Minimum: -3.86528417468071 > -3.938320156186819
END: th(1.8851303537778996E7)=-3.938320156186819; dx=-3.015069020808768E-9 evalInputDelta=0.07303598150610924
Fitness changed from -3.86528417468071 to -3.938320156186819
Iteration 19 complete. Error: -3.938320156186819 Total: 71.2627; Orientation: 0.9252; Line Search: 46.7652
Adding measurement 49eee5f0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.278e+03, gradient 6.769e-05, dot -0.557; [5fe427c5-62e1-4ddc-b36a-1a1b28772b8d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.938320156186819, -1.6317633613944054, -1.0087220072746277, -0.5845724642276764
LBFGS Accumulation History: 3 points
Removed measurement 49eee5f0 to history. Total: 3
th(0)=-3.938320156186819;dx=-4.577447775475149E-9
Armijo: th(4.061390229411185E7)=-3.9277311451733112; dx=2.9689573693921663E-9 evalInputDelta=-0.010589011013507843
New Minimum: -3.938320156186819 > -3.972975814715028
WOLF (strong): th(2.0306951147055924E7)=-3.972975814715028; dx=8.694200093702268E-10 evalInputDelta=0.03465565852820873
END: th(6768983.715685308)=-3.96352856233716; dx=-2.528079815563846E-9 evalInputDelta=0.025208406150341034
Fitness changed from -3.938320156186819 to -3.972975814715028
Iteration 20 complete. Error: -3.972975814715028 Total: 118.7143; Orientation: 0.8631; Line Search: 94.3750
Final threshold in iteration 21: -3.972975814715028 (> -Infinity) after 1981.750s (< 5400.000s)
