Reset training subject: 626092204151700
Reset training subject: 626096555862300
Adding measurement 4b154e6c to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.39188696444034576;dx=-9.85466736998996E-6
New Minimum: 0.39188696444034576 > 0.391862228512764
WOLFE (weak): th(2.154434690031884)=0.391862228512764; dx=-9.144974412642189E-6 evalInputDelta=2.473592758178711E-5
New Minimum: 0.391862228512764 > 0.3918376863002777
WOLFE (weak): th(4.308869380063768)=0.3918376863002777; dx=-9.135795332407846E-6 evalInputDelta=4.92781400680542E-5
New Minimum: 0.3918376863002777 > 0.39174000918865204
WOLFE (weak): th(12.926608140191302)=0.39174000918865204; dx=-9.152004518023647E-6 evalInputDelta=1.4695525169372559E-4
New Minimum: 0.39174000918865204 > 0.3913002163171768
WOLFE (weak): th(51.70643256076521)=0.3913002163171768; dx=-9.168872227170067E-6 evalInputDelta=5.867481231689453E-4
New Minimum: 0.3913002163171768 > 0.388954296708107
WOLFE (weak): th(258.53216280382605)=0.388954296708107; dx=-9.141983992026094E-6 evalInputDelta=0.0029326677322387695
New Minimum: 0.388954296708107 > 0.3743550628423691
WOLFE (weak): th(1551.1929768229563)=0.3743550628423691; dx=-9.127682271329767E-6 evalInputDelta=0.017531901597976685
New Minimum: 0.3743550628423691 > 0.2724281996488571
END: th(10858.350837760694)=0.2724281996488571; dx=-8.657809961121636E-6 evalInputDelta=0.11945876479148865
Fitness changed from 0.39188696444034576 to 0.2724281996488571
Iteration 1 complete. Error: 0.2724281996488571 Total: 48.0802; Orientation: 0.0038; Line Search: 35.1194
Adding measurement 6f2112c9 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.2724281996488571;dx=-8.20046194641721E-6
New Minimum: 0.2724281996488571 > 0.054417163133621216
END: th(23393.607721408407)=0.054417163133621216; dx=-7.018577242238082E-6 evalInputDelta=0.2180110365152359
Fitness changed from 0.2724281996488571 to 0.054417163133621216
Iteration 2 complete. Error: 0.054417163133621216 Total: 12.8585; Orientation: 0.0036; Line Search: 8.6070
Adding measurement 3696261e to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.054417163133621216;dx=-6.017584506995971E-6
New Minimum: 0.054417163133621216 > -0.2894276976585388
END: th(50400.00000000001)=-0.2894276976585388; dx=-4.7856167652711786E-6 evalInputDelta=0.34384486079216003
Fitness changed from 0.054417163133621216 to -0.2894276976585388
Iteration 3 complete. Error: -0.2894276976585388 Total: 13.1246; Orientation: 0.0035; Line Search: 8.6663
Adding measurement 7611f4b0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.486e+02, gradient 2.088e-03, dot -0.895; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2894276976585388, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 7611f4b0 to history. Total: 3
th(0)=-0.2894276976585388;dx=-4.145882073449689E-6
New Minimum: -0.2894276976585388 > -0.7377305179834366
END: th(108583.50837760697)=-0.7377305179834366; dx=-2.7502732026729445E-6 evalInputDelta=0.44830282032489777
Fitness changed from -0.2894276976585388 to -0.7377305179834366
Iteration 4 complete. Error: -0.7377305179834366 Total: 12.9241; Orientation: 0.0592; Line Search: 8.5419
Adding measurement 4dc599a7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.969e+02, gradient 1.644e-03, dot -0.776; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7377305179834366, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 4dc599a7 to history. Total: 3
th(0)=-0.7377305179834366;dx=-2.5523641425163255E-6
New Minimum: -0.7377305179834366 > -1.276578664779663
END: th(233936.07721408413)=-1.276578664779663; dx=-1.3898225983648402E-6 evalInputDelta=0.5388481467962265
Fitness changed from -0.7377305179834366 to -1.276578664779663
Iteration 5 complete. Error: -1.276578664779663 Total: 12.9696; Orientation: 0.0665; Line Search: 8.5807
Adding measurement 258be962 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.207e+02, gradient 1.182e-03, dot -0.725; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.276578664779663, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 258be962 to history. Total: 3
th(0)=-1.276578664779663;dx=-1.305191514772555E-6
New Minimum: -1.276578664779663 > -1.7030787840485573
END: th(504000.0000000002)=-1.7030787840485573; dx=-3.0989864083713985E-7 evalInputDelta=0.4265001192688942
Fitness changed from -1.276578664779663 to -1.7030787840485573
Iteration 6 complete. Error: -1.7030787840485573 Total: 13.3682; Orientation: 0.0595; Line Search: 8.8319
Adding measurement 1d3e82e0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.273e+02, gradient 1.484e-03, dot -0.327; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7030787840485573, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 1d3e82e0 to history. Total: 3
th(0)=-1.7030787840485573;dx=-2.0773121092390786E-6
Armijo: th(1085835.0837760698)=-0.6865935921669006; dx=6.386578746759253E-7 evalInputDelta=-1.0164851918816566
Armijo: th(542917.5418880349)=-1.2684193849563599; dx=1.220397045851753E-6 evalInputDelta=-0.4346593990921974
New Minimum: -1.7030787840485573 > -1.8039757311344147
WOLF (strong): th(180972.5139626783)=-1.8039757311344147; dx=6.705845145819673E-7 evalInputDelta=0.10089694708585739
END: th(45243.12849066957)=-1.78849458694458; dx=-1.1940503827909237E-6 evalInputDelta=0.0854158028960228
Fitness changed from -1.7030787840485573 to -1.8039757311344147
Iteration 7 complete. Error: -1.8039757311344147 Total: 26.0100; Orientation: 0.0547; Line Search: 21.6519
Adding measurement 7b82141e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.636e+02, gradient 1.309e-03, dot -0.304; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8039757311344147, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 7b82141e to history. Total: 3
th(0)=-1.8039757311344147;dx=-1.6177137342727665E-6
New Minimum: -1.8039757311344147 > -1.9166362956166267
END: th(97473.3655058684)=-1.9166362956166267; dx=-3.8286712704020267E-7 evalInputDelta=0.11266056448221207
Fitness changed from -1.8039757311344147 to -1.9166362956166267
Iteration 8 complete. Error: -1.9166362956166267 Total: 12.9167; Orientation: 0.0552; Line Search: 8.5629
Adding measurement 786ee9d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.454e+02, gradient 6.643e-04, dot -0.634; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9166362956166267, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 786ee9d5 to history. Total: 3
th(0)=-1.9166362956166267;dx=-4.125535887984887E-7
New Minimum: -1.9166362956166267 > -2.0017762035131454
END: th(210000.0000000001)=-2.0017762035131454; dx=-2.84198218773873E-7 evalInputDelta=0.08513990789651871
Fitness changed from -1.9166362956166267 to -2.0017762035131454
Iteration 9 complete. Error: -2.0017762035131454 Total: 12.9171; Orientation: 0.0544; Line Search: 8.6848
Adding measurement 4c459b36 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.115e+02, gradient 6.149e-04, dot -0.611; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.0017762035131454, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 4c459b36 to history. Total: 3
th(0)=-2.0017762035131454;dx=-3.5555918265941884E-7
New Minimum: -2.0017762035131454 > -2.1176943480968475
END: th(452431.2849066958)=-2.1176943480968475; dx=-1.241259691069844E-7 evalInputDelta=0.11591814458370209
Fitness changed from -2.0017762035131454 to -2.1176943480968475
Iteration 10 complete. Error: -2.1176943480968475 Total: 13.8881; Orientation: 0.0568; Line Search: 9.5143
Adding measurement 6c070af6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.806e+02, gradient 8.259e-04, dot -0.445; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1176943480968475, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 6c070af6 to history. Total: 3
th(0)=-2.1176943480968475;dx=-6.317268703207953E-7
Armijo: th(974733.6550586841)=-0.9671809449791908; dx=1.7401426823905772E-6 evalInputDelta=-1.1505134031176567
Armijo: th(487366.82752934203)=-1.909520834684372; dx=1.19767159392528E-6 evalInputDelta=-0.20817351341247559
New Minimum: -2.1176943480968475 > -2.176950380206108
WOLF (strong): th(162455.60917644735)=-2.176950380206108; dx=3.624987436656211E-8 evalInputDelta=0.05925603210926056
END: th(40613.90229411184)=-2.1450353860855103; dx=-4.719919776678359E-7 evalInputDelta=0.02734103798866272
Fitness changed from -2.1176943480968475 to -2.176950380206108
Iteration 11 complete. Error: -2.176950380206108 Total: 25.6282; Orientation: 0.0603; Line Search: 21.1634
Adding measurement 17fdb929 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.739e+02, gradient 6.234e-04, dot -0.462; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.176950380206108, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 17fdb929 to history. Total: 3
th(0)=-2.176950380206108;dx=-3.652310114028988E-7
New Minimum: -2.176950380206108 > -2.2053279653191566
END: th(87500.00000000006)=-2.2053279653191566; dx=-2.036406598285958E-7 evalInputDelta=0.028377585113048553
Fitness changed from -2.176950380206108 to -2.2053279653191566
Iteration 12 complete. Error: -2.2053279653191566 Total: 12.7914; Orientation: 0.0555; Line Search: 8.4374
Adding measurement 157e1737 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.234e+02, gradient 4.580e-04, dot -0.663; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2053279653191566, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 157e1737 to history. Total: 3
th(0)=-2.2053279653191566;dx=-1.937013462835275E-7
New Minimum: -2.2053279653191566 > -2.2455013282597065
WOLFE (weak): th(188513.03537778996)=-2.2455013282597065; dx=-1.7611150986926584E-7 evalInputDelta=0.04017336294054985
New Minimum: -2.2455013282597065 > -2.2822692468762398
END: th(377026.0707555799)=-2.2822692468762398; dx=-1.616397412644284E-7 evalInputDelta=0.07694128155708313
Fitness changed from -2.2053279653191566 to -2.2822692468762398
Iteration 13 complete. Error: -2.2822692468762398 Total: 17.4787; Orientation: 0.0648; Line Search: 12.8771
Adding measurement 523362fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.298e+02, gradient 4.211e-04, dot -0.662; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2822692468762398, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 523362fc to history. Total: 3
th(0)=-2.2822692468762398;dx=-1.604781678162471E-7
New Minimum: -2.2822692468762398 > -2.402271032333374
END: th(812278.0458822369)=-2.402271032333374; dx=-9.808797912604009E-8 evalInputDelta=0.12000178545713425
Fitness changed from -2.2822692468762398 to -2.402271032333374
Iteration 14 complete. Error: -2.402271032333374 Total: 12.9730; Orientation: 0.0571; Line Search: 8.7469
Adding measurement 2430f3ca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.674e+02, gradient 5.355e-04, dot -0.408; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.402271032333374, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 2430f3ca to history. Total: 3
th(0)=-2.402271032333374;dx=-2.7033949306640197E-7
Armijo: th(1750000.0000000014)=-1.7681828290224075; dx=4.2200361065583057E-7 evalInputDelta=-0.6340882033109665
Armijo: th(875000.0000000007)=-2.2307024747133255; dx=3.831226572472103E-7 evalInputDelta=-0.17156855762004852
New Minimum: -2.402271032333374 > -2.426285181194544
WOLF (strong): th(291666.6666666669)=-2.426285181194544; dx=8.651946604957396E-8 evalInputDelta=0.024014148861169815
END: th(72916.66666666673)=-2.4202361404895782; dx=-1.6104983065800108E-7 evalInputDelta=0.017965108156204224
Fitness changed from -2.402271032333374 to -2.426285181194544
Iteration 15 complete. Error: -2.426285181194544 Total: 25.7121; Orientation: 0.0567; Line Search: 21.3721
Adding measurement 1d1a0e5f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.721e+02, gradient 6.633e-04, dot -0.381; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.426285181194544, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 1d1a0e5f to history. Total: 3
th(0)=-2.426285181194544;dx=-4.089257033727237E-7
New Minimum: -2.426285181194544 > -2.46648495644331
END: th(157094.19614815834)=-2.46648495644331; dx=-8.458455556782104E-9 evalInputDelta=0.040199775248765945
Fitness changed from -2.426285181194544 to -2.46648495644331
Iteration 16 complete. Error: -2.46648495644331 Total: 12.8966; Orientation: 0.0606; Line Search: 8.4964
Adding measurement 63495c3f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.979e+02, gradient 3.878e-04, dot -0.535; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.46648495644331, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 63495c3f to history. Total: 3
th(0)=-2.46648495644331;dx=-1.4135343006251286E-7
New Minimum: -2.46648495644331 > -2.4970309287309647
END: th(338449.18578426546)=-2.4970309287309647; dx=-2.7726145257222207E-8 evalInputDelta=0.030545972287654877
Fitness changed from -2.46648495644331 to -2.4970309287309647
Iteration 17 complete. Error: -2.4970309287309647 Total: 13.4082; Orientation: 0.0562; Line Search: 8.9142
Adding measurement 3d7faf7c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.739e+02, gradient 4.992e-04, dot -0.465; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4970309287309647, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 3d7faf7c to history. Total: 3
th(0)=-2.4970309287309647;dx=-2.3073047533173898E-7
Armijo: th(729166.6666666674)=-2.2824326902627945; dx=6.623451341923902E-7 evalInputDelta=-0.21459823846817017
Armijo: th(364583.3333333337)=-2.4922753013670444; dx=2.4889792721993963E-7 evalInputDelta=-0.004755627363920212
New Minimum: -2.4970309287309647 > -2.519329622387886
END: th(121527.77777777791)=-2.519329622387886; dx=-7.506633137668962E-8 evalInputDelta=0.022298693656921387
Fitness changed from -2.4970309287309647 to -2.519329622387886
Iteration 18 complete. Error: -2.519329622387886 Total: 22.5433; Orientation: 0.8369; Line Search: 17.3050
Adding measurement 720049fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.111e+02, gradient 3.237e-04, dot -0.605; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.519329622387886, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 720049fc to history. Total: 3
th(0)=-2.519329622387886;dx=-8.920306245495727E-8
New Minimum: -2.519329622387886 > -2.5459690243005753
END: th(261823.6602469306)=-2.5459690243005753; dx=-7.796731975510338E-8 evalInputDelta=0.02663940191268921
Fitness changed from -2.519329622387886 to -2.5459690243005753
Iteration 19 complete. Error: -2.5459690243005753 Total: 13.1499; Orientation: 0.0548; Line Search: 8.7938
Adding measurement 3821ddc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.380e+02, gradient 3.126e-04, dot -0.648; [2a0cff5a-b2b9-41e4-8650-3d1db38515b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5459690243005753, 0.054417163133621216, 0.2724281996488571, 0.39188696444034576
LBFGS Accumulation History: 3 points
Removed measurement 3821ddc to history. Total: 3
th(0)=-2.5459690243005753;dx=-8.974241914773478E-8
New Minimum: -2.5459690243005753 > -2.5905625335872173
END: th(564081.9763071092)=-2.5905625335872173; dx=-5.070811014086197E-8 evalInputDelta=0.044593509286642075
Fitness changed from -2.5459690243005753 to -2.5905625335872173
Iteration 20 complete. Error: -2.5905625335872173 Total: 13.1851; Orientation: 0.0551; Line Search: 8.8203
Final threshold in iteration 21: -2.5905625335872173 (> -Infinity) after 348.823s (< 5400.000s)
