Reset training subject: 1328216524052300
Reset training subject: 1328219020773700
Adding measurement 4cffcc61 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=19.545715875923634;dx=-6.89180795929532E-4
New Minimum: 19.545715875923634 > 19.544011812657118
WOLFE (weak): th(2.154434690031884)=19.544011812657118; dx=-6.491717475579957E-4 evalInputDelta=0.0017040632665157318
New Minimum: 19.544011812657118 > 19.542429599910975
END: th(4.308869380063768)=19.542429599910975; dx=-6.161323954766487E-4 evalInputDelta=0.003286276012659073
Fitness changed from 19.545715875923634 to 19.542429599910975
Iteration 1 complete. Error: 19.542429599910975 Total: 14.8340; Orientation: 0.0136; Line Search: 7.3585
Iteration 1
Adding measurement 6d229b1c to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=19.542429599910975;dx=-6.047382712859163E-4
New Minimum: 19.542429599910975 > 19.52782966196537
WOLFE (weak): th(9.283177667225559)=19.52782966196537; dx=-6.058878001080878E-4 evalInputDelta=0.014599937945604324
New Minimum: 19.52782966196537 > 19.52176327072084
WOLFE (weak): th(18.566355334451117)=19.52176327072084; dx=-6.088007005849564E-4 evalInputDelta=0.020666329190135002
New Minimum: 19.52176327072084 > 19.49597786180675
WOLFE (weak): th(55.69906600335335)=19.49597786180675; dx=-6.154785538049017E-4 evalInputDelta=0.046451738104224205
New Minimum: 19.49597786180675 > 19.38363211043179
WOLFE (weak): th(222.7962640134134)=19.38363211043179; dx=-6.541775936127102E-4 evalInputDelta=0.15879748947918415
New Minimum: 19.38363211043179 > 18.7502582333982
WOLFE (weak): th(1113.981320067067)=18.7502582333982; dx=-5.782719940510413E-4 evalInputDelta=0.7921713665127754
New Minimum: 18.7502582333982 > 16.149669211357832
END: th(6683.8879204024015)=16.149669211357832; dx=-3.316609759296637E-4 evalInputDelta=3.3927603885531425
Fitness changed from 19.542429599910975 to 16.149669211357832
Iteration 2 complete. Error: 16.149669211357832 Total: 19.4057; Orientation: 0.0044; Line Search: 17.0484
Iteration 2
Adding measurement 49ca94a9 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=16.149669211357832;dx=-2.947832124692851E-4
New Minimum: 16.149669211357832 > 13.129648752510548
END: th(14400.0)=13.129648752510548; dx=-1.304747524227289E-4 evalInputDelta=3.0200204588472843
Fitness changed from 16.149669211357832 to 13.129648752510548
Iteration 3 complete. Error: 13.129648752510548 Total: 7.3085; Orientation: 0.0033; Line Search: 4.9646
Iteration 3
Adding measurement 86d6bf7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.857e+02, gradient 1.295e-02, dot -0.885; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 19.545715875923634, 19.542429599910975, 16.149669211357832, 13.129648752510548
LBFGS Accumulation History: 3 points
Removed measurement 4cffcc61 to history. Total: 4
th(0)=13.129648752510548;dx=-1.676357595807583E-4
New Minimum: 13.129648752510548 > 10.552099294960499
END: th(31023.859536459127)=10.552099294960499; dx=-5.2985124646292374E-5 evalInputDelta=2.577549457550049
Fitness changed from 13.129648752510548 to 10.552099294960499
Iteration 4 complete. Error: 10.552099294960499 Total: 7.1241; Orientation: 0.1093; Line Search: 4.6768
Iteration 4
Adding measurement 1200458e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.343e+02, gradient 6.954e-03, dot -0.951; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 19.542429599910975, 16.149669211357832, 13.129648752510548, 10.552099294960499
LBFGS Accumulation History: 3 points
Removed measurement 6d229b1c to history. Total: 4
th(0)=10.552099294960499;dx=-4.8355990393977936E-5
New Minimum: 10.552099294960499 > 8.213033705949783
END: th(66838.87920402402)=8.213033705949783; dx=-2.1723527041181912E-5 evalInputDelta=2.3390655890107155
Fitness changed from 10.552099294960499 to 8.213033705949783
Iteration 5 complete. Error: 8.213033705949783 Total: 7.6057; Orientation: 0.0912; Line Search: 4.6735
Iteration 5
Adding measurement 7c0f28f8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.813e+02, gradient 4.780e-03, dot -0.935; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 16.149669211357832, 13.129648752510548, 10.552099294960499, 8.213033705949783
LBFGS Accumulation History: 3 points
Removed measurement 49ca94a9 to history. Total: 4
th(0)=8.213033705949783;dx=-2.284549058668389E-5
New Minimum: 8.213033705949783 > 6.16634102165699
END: th(144000.00000000003)=6.16634102165699; dx=-7.783756968272466E-6 evalInputDelta=2.0466926842927933
Fitness changed from 8.213033705949783 to 6.16634102165699
Iteration 6 complete. Error: 6.16634102165699 Total: 7.4089; Orientation: 0.0905; Line Search: 4.9853
Adding measurement 25f61c2c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.927e+02, gradient 3.518e-03, dot -0.848; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.129648752510548, 10.552099294960499, 8.213033705949783, 6.16634102165699
LBFGS Accumulation History: 3 points
Removed measurement 86d6bf7 to history. Total: 4
th(0)=6.16634102165699;dx=-1.237372795426752E-5
New Minimum: 6.16634102165699 > 4.662770792841911
END: th(310238.59536459134)=4.662770792841911; dx=-1.6512543696952268E-6 evalInputDelta=1.5035702288150787
Fitness changed from 6.16634102165699 to 4.662770792841911
Iteration 7 complete. Error: 4.662770792841911 Total: 7.0716; Orientation: 0.0940; Line Search: 4.6505
Adding measurement 4dadd690 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.886e+02, gradient 2.866e-03, dot -0.759; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 10.552099294960499, 8.213033705949783, 6.16634102165699, 4.662770792841911
LBFGS Accumulation History: 3 points
Removed measurement 1200458e to history. Total: 4
th(0)=4.662770792841911;dx=-8.212796160214182E-6
New Minimum: 4.662770792841911 > 4.225508019328117
WOLF (strong): th(668388.7920402404)=4.225508019328117; dx=1.5847154832311775E-6 evalInputDelta=0.43726277351379395
New Minimum: 4.225508019328117 > 3.7422660291194916
WOLF (strong): th(334194.3960201202)=3.7422660291194916; dx=1.770866682997876E-7 evalInputDelta=0.9205047637224197
END: th(111398.13200670673)=4.012225419282913; dx=-3.397302370826795E-6 evalInputDelta=0.6505453735589981
Fitness changed from 4.662770792841911 to 3.7422660291194916
Iteration 8 complete. Error: 3.7422660291194916 Total: 12.4836; Orientation: 0.0986; Line Search: 9.8641
Adding measurement 721d8ab5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.007e+02, gradient 2.767e-03, dot -0.689; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.213033705949783, 6.16634102165699, 4.662770792841911, 3.7422660291194916
LBFGS Accumulation History: 3 points
Removed measurement 7c0f28f8 to history. Total: 4
th(0)=3.7422660291194916;dx=-7.653690053322632E-6
New Minimum: 3.7422660291194916 > 3.1757340729236603
WOLF (strong): th(240000.0000000001)=3.1757340729236603; dx=6.338740274557981E-7 evalInputDelta=0.5665319561958313
END: th(120000.00000000004)=3.1991453170776367; dx=-1.863161011735684E-6 evalInputDelta=0.5431207120418549
Fitness changed from 3.7422660291194916 to 3.1757340729236603
Iteration 9 complete. Error: 3.1757340729236603 Total: 9.9603; Orientation: 0.0889; Line Search: 7.5513
Adding measurement 15fb4566 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.108e+02, gradient 2.201e-03, dot -0.677; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.16634102165699, 4.662770792841911, 3.7422660291194916, 3.1757340729236603
LBFGS Accumulation History: 3 points
Removed measurement 25f61c2c to history. Total: 4
th(0)=3.1757340729236603;dx=-4.8438909107405005E-6
New Minimum: 3.1757340729236603 > 2.715221792459488
WOLF (strong): th(258532.16280382616)=2.715221792459488; dx=2.103284454427604E-7 evalInputDelta=0.46051228046417236
END: th(129266.08140191308)=2.7786905169487; dx=-1.4862398697189594E-6 evalInputDelta=0.3970435559749603
Fitness changed from 3.1757340729236603 to 2.715221792459488
Iteration 10 complete. Error: 2.715221792459488 Total: 10.1098; Orientation: 0.0887; Line Search: 7.7026
Iteration 10
Adding measurement 5fcd1f0a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.971e+02, gradient 1.617e-03, dot -0.738; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.662770792841911, 3.7422660291194916, 3.1757340729236603, 2.715221792459488
LBFGS Accumulation History: 3 points
Removed measurement 4dadd690 to history. Total: 4
th(0)=2.715221792459488;dx=-2.613539536776408E-6
New Minimum: 2.715221792459488 > 2.3885130137205124
END: th(278495.33001676685)=2.3885130137205124; dx=-1.7155018431340577E-7 evalInputDelta=0.3267087787389755
Fitness changed from 2.715221792459488 to 2.3885130137205124
Iteration 11 complete. Error: 2.3885130137205124 Total: 7.0867; Orientation: 0.0914; Line Search: 4.6590
Adding measurement 7f13811b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.937e+02, gradient 1.289e-03, dot -0.748; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7422660291194916, 3.1757340729236603, 2.715221792459488, 2.3885130137205124
LBFGS Accumulation History: 3 points
Removed measurement 721d8ab5 to history. Total: 4
th(0)=2.3885130137205124;dx=-1.6627486312875079E-6
New Minimum: 2.3885130137205124 > 2.274618983268738
WOLF (strong): th(600000.0000000002)=2.274618983268738; dx=6.076264241193745E-7 evalInputDelta=0.1138940304517746
New Minimum: 2.274618983268738 > 2.1536811143159866
END: th(300000.0000000001)=2.1536811143159866; dx=-7.691808767664271E-8 evalInputDelta=0.23483189940452576
Fitness changed from 2.3885130137205124 to 2.1536811143159866
Iteration 12 complete. Error: 2.1536811143159866 Total: 9.8976; Orientation: 0.0892; Line Search: 7.5047
Adding measurement 7f4596d0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.509e+02, gradient 1.211e-03, dot -0.689; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.1757340729236603, 2.715221792459488, 2.3885130137205124, 2.1536811143159866
LBFGS Accumulation History: 3 points
Removed measurement 15fb4566 to history. Total: 4
th(0)=2.1536811143159866;dx=-1.466793136404959E-6
Armijo: th(646330.4070095654)=2.170664221048355; dx=5.48353646271751E-7 evalInputDelta=-0.01698310673236847
New Minimum: 2.1536811143159866 > 1.999589204788208
WOLF (strong): th(323165.2035047827)=1.999589204788208; dx=8.927302929566001E-8 evalInputDelta=0.15409190952777863
END: th(107721.73450159423)=2.0340657830238342; dx=-8.165519583634514E-7 evalInputDelta=0.1196153312921524
Fitness changed from 2.1536811143159866 to 1.999589204788208
Iteration 13 complete. Error: 1.999589204788208 Total: 12.1725; Orientation: 0.0918; Line Search: 9.7673
Adding measurement 4d705112 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.264e+02, gradient 1.226e-03, dot -0.649; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.715221792459488, 2.3885130137205124, 2.1536811143159866, 1.999589204788208
LBFGS Accumulation History: 3 points
Removed measurement 5fcd1f0a to history. Total: 4
th(0)=1.999589204788208;dx=-1.503421888115499E-6
New Minimum: 1.999589204788208 > 1.8222787082195282
WOLF (strong): th(232079.44168063905)=1.8222787082195282; dx=3.822758897998248E-8 evalInputDelta=0.1773104965686798
END: th(116039.72084031953)=1.8580520749092102; dx=-6.612160346890876E-7 evalInputDelta=0.1415371298789978
Fitness changed from 1.999589204788208 to 1.8222787082195282
Iteration 14 complete. Error: 1.8222787082195282 Total: 9.4563; Orientation: 0.0906; Line Search: 7.0482
Adding measurement 2047981 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.551e+02, gradient 1.025e-03, dot -0.673; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.3885130137205124, 2.1536811143159866, 1.999589204788208, 1.8222787082195282
LBFGS Accumulation History: 3 points
Removed measurement 7f13811b to history. Total: 4
th(0)=1.8222787082195282;dx=-1.0509910054724782E-6
New Minimum: 1.8222787082195282 > 1.726970762014389
WOLF (strong): th(250000.00000000012)=1.726970762014389; dx=6.688008797281076E-11 evalInputDelta=0.09530794620513916
END: th(125000.00000000006)=1.7401296347379684; dx=-4.594730951480926E-7 evalInputDelta=0.08214907348155975
Fitness changed from 1.8222787082195282 to 1.726970762014389
Iteration 15 complete. Error: 1.726970762014389 Total: 9.8738; Orientation: 0.0897; Line Search: 7.0354
Iteration 15
Adding measurement 5ba90d8a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.949e+02, gradient 1.014e-03, dot -0.662; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1536811143159866, 1.999589204788208, 1.8222787082195282, 1.726970762014389
LBFGS Accumulation History: 3 points
Removed measurement 7f4596d0 to history. Total: 4
th(0)=1.726970762014389;dx=-1.0272303235826817E-6
New Minimum: 1.726970762014389 > 1.6252052038908005
WOLF (strong): th(269304.3362539856)=1.6252052038908005; dx=2.485409610085859E-7 evalInputDelta=0.10176555812358856
END: th(134652.1681269928)=1.6257755011320114; dx=-2.9811348341130384E-7 evalInputDelta=0.10119526088237762
Fitness changed from 1.726970762014389 to 1.6252052038908005
Iteration 16 complete. Error: 1.6252052038908005 Total: 9.9556; Orientation: 0.0925; Line Search: 7.5229
Adding measurement 16f0ec18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.357e+02, gradient 1.145e-03, dot -0.617; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.999589204788208, 1.8222787082195282, 1.726970762014389, 1.6252052038908005
LBFGS Accumulation History: 3 points
Removed measurement 4d705112 to history. Total: 4
th(0)=1.6252052038908005;dx=-1.3108470280764917E-6
New Minimum: 1.6252052038908005 > 1.5865477621555328
WOLF (strong): th(290099.3021007988)=1.5865477621555328; dx=6.565298047564596E-7 evalInputDelta=0.03865744173526764
New Minimum: 1.5865477621555328 > 1.5246430933475494
END: th(145049.6510503994)=1.5246430933475494; dx=-1.958547108564749E-7 evalInputDelta=0.10056211054325104
Fitness changed from 1.6252052038908005 to 1.5246430933475494
Iteration 17 complete. Error: 1.5246430933475494 Total: 9.4092; Orientation: 0.0928; Line Search: 6.9990
Adding measurement 747835f5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.348e+02, gradient 6.878e-04, dot -0.845; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8222787082195282, 1.726970762014389, 1.6252052038908005, 1.5246430933475494
LBFGS Accumulation History: 3 points
Removed measurement 2047981 to history. Total: 4
th(0)=1.5246430933475494;dx=-4.731262027409628E-7
New Minimum: 1.5246430933475494 > 1.4254040718078613
END: th(312500.0000000002)=1.4254040718078613; dx=-2.0911075897329406E-7 evalInputDelta=0.09923902153968811
Fitness changed from 1.5246430933475494 to 1.4254040718078613
Iteration 18 complete. Error: 1.4254040718078613 Total: 7.4824; Orientation: 0.0900; Line Search: 4.6607
Adding measurement 2180e789 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.635e+02, gradient 7.427e-04, dot -0.715; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.726970762014389, 1.6252052038908005, 1.5246430933475494, 1.4254040718078613
LBFGS Accumulation History: 3 points
Removed measurement 5ba90d8a to history. Total: 4
th(0)=1.4254040718078613;dx=-5.51552814239234E-7
Armijo: th(673260.840634964)=1.4476853013038635; dx=2.8334553373360354E-7 evalInputDelta=-0.022281229496002197
New Minimum: 1.4254040718078613 > 1.365061178803444
WOLF (strong): th(336630.420317482)=1.365061178803444; dx=1.8538838736530928E-8 evalInputDelta=0.06034289300441742
END: th(112210.14010582735)=1.3799749910831451; dx=-3.0086377755290224E-7 evalInputDelta=0.045429080724716187
Fitness changed from 1.4254040718078613 to 1.365061178803444
Iteration 19 complete. Error: 1.365061178803444 Total: 12.1614; Orientation: 0.0904; Line Search: 9.7492
Adding measurement 5ac53c06 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.634e+02, gradient 9.650e-04, dot -0.569; [93696c74-f08c-4028-bf02-3f13cfe6fd47 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6252052038908005, 1.5246430933475494, 1.4254040718078613, 1.365061178803444
LBFGS Accumulation History: 3 points
Removed measurement 16f0ec18 to history. Total: 4
th(0)=1.365061178803444;dx=-9.312042201322917E-7
New Minimum: 1.365061178803444 > 1.282762736082077
WOLF (strong): th(241749.4184173324)=1.282762736082077; dx=2.2686234261560537E-7 evalInputDelta=0.08229844272136688
END: th(120874.7092086662)=1.285437136888504; dx=-2.9611709420927206E-7 evalInputDelta=0.07962404191493988
Fitness changed from 1.365061178803444 to 1.282762736082077
Iteration 20 complete. Error: 1.282762736082077 Total: 9.4012; Orientation: 0.0888; Line Search: 6.9826
Iteration 20
Final threshold in iteration 21: 1.282762736082077 (> -Infinity) after 200.217s (< 3600.000s)