Reset training subject: 626474450805200
Reset training subject: 626478983333400
Adding measurement 1360855a to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.29609777033329;dx=-1.3242864990101557E-5
New Minimum: 1.29609777033329 > 1.2960646152496338
WOLFE (weak): th(2.154434690031884)=1.2960646152496338; dx=-1.2272781273792836E-5 evalInputDelta=3.3155083656311035E-5
New Minimum: 1.2960646152496338 > 1.2960314601659775
WOLFE (weak): th(4.308869380063768)=1.2960314601659775; dx=-1.2524635307731194E-5 evalInputDelta=6.631016731262207E-5
New Minimum: 1.2960314601659775 > 1.2958987206220627
WOLFE (weak): th(12.926608140191302)=1.2958987206220627; dx=-1.2168510156831597E-5 evalInputDelta=1.99049711227417E-4
New Minimum: 1.2958987206220627 > 1.2953021973371506
WOLFE (weak): th(51.70643256076521)=1.2953021973371506; dx=-1.2521032402938342E-5 evalInputDelta=7.955729961395264E-4
New Minimum: 1.2953021973371506 > 1.2921231091022491
WOLFE (weak): th(258.53216280382605)=1.2921231091022491; dx=-1.2241997139610478E-5 evalInputDelta=0.003974661231040955
New Minimum: 1.2921231091022491 > 1.2723935469985008
WOLFE (weak): th(1551.1929768229563)=1.2723935469985008; dx=-1.2247236591272467E-5 evalInputDelta=0.023704223334789276
New Minimum: 1.2723935469985008 > 1.1372987031936646
END: th(10858.350837760694)=1.1372987031936646; dx=-1.0996330212537359E-5 evalInputDelta=0.15879906713962555
Fitness changed from 1.29609777033329 to 1.1372987031936646
Iteration 1 complete. Error: 1.1372987031936646 Total: 47.7322; Orientation: 0.0037; Line Search: 34.5777
Adding measurement 1aa90b46 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.1372987031936646;dx=-1.0250201718940788E-5
New Minimum: 1.1372987031936646 > 0.8657514750957489
END: th(23393.607721408407)=0.8657514750957489; dx=-8.312092543118633E-6 evalInputDelta=0.27154722809791565
Fitness changed from 1.1372987031936646 to 0.8657514750957489
Iteration 2 complete. Error: 0.8657514750957489 Total: 12.9640; Orientation: 0.0035; Line Search: 8.7127
Adding measurement 2fad156c to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.8657514750957489;dx=-7.20513107630168E-6
New Minimum: 0.8657514750957489 > 0.485490545630455
END: th(50400.00000000001)=0.485490545630455; dx=-5.061037995559711E-6 evalInputDelta=0.3802609294652939
Fitness changed from 0.8657514750957489 to 0.485490545630455
Iteration 3 complete. Error: 0.485490545630455 Total: 12.7577; Orientation: 0.0035; Line Search: 8.5030
Adding measurement 1deba9fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.203e+02, gradient 2.172e-03, dot -0.851; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.485490545630455, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 1deba9fd to history. Total: 3
th(0)=0.485490545630455;dx=-4.449128917070114E-6
New Minimum: 0.485490545630455 > -0.0032469332218170166
END: th(108583.50837760697)=-0.0032469332218170166; dx=-2.8309077303370244E-6 evalInputDelta=0.48873747885227203
Fitness changed from 0.485490545630455 to -0.0032469332218170166
Iteration 4 complete. Error: -0.0032469332218170166 Total: 13.2832; Orientation: 0.0540; Line Search: 8.7654
Adding measurement 30567b69 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.064e+02, gradient 1.728e-03, dot -0.771; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.0032469332218170166, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 30567b69 to history. Total: 3
th(0)=-0.0032469332218170166;dx=-2.7939695228489037E-6
New Minimum: -0.0032469332218170166 > -0.5908453986048698
END: th(233936.07721408413)=-0.5908453986048698; dx=-1.4607508137564917E-6 evalInputDelta=0.5875984653830528
Fitness changed from -0.0032469332218170166 to -0.5908453986048698
Iteration 5 complete. Error: -0.5908453986048698 Total: 13.5866; Orientation: 0.0666; Line Search: 9.2944
Adding measurement 11e2215a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.904e+02, gradient 1.291e-03, dot -0.695; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5908453986048698, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 11e2215a to history. Total: 3
th(0)=-0.5908453986048698;dx=-1.5629557006884755E-6
New Minimum: -0.5908453986048698 > -1.0643715411424637
END: th(504000.0000000002)=-1.0643715411424637; dx=-2.3221601471689247E-7 evalInputDelta=0.47352614253759384
Fitness changed from -0.5908453986048698 to -1.0643715411424637
Iteration 6 complete. Error: -1.0643715411424637 Total: 12.7291; Orientation: 0.0565; Line Search: 8.5443
Adding measurement 5ea59a1a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.379e+02, gradient 2.130e-03, dot -0.294; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0643715411424637, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 5ea59a1a to history. Total: 3
th(0)=-1.0643715411424637;dx=-4.347377296523054E-6
Armijo: th(1085835.0837760698)=0.34391430020332336; dx=9.152113514291448E-7 evalInputDelta=-1.408285841345787
Armijo: th(542917.5418880349)=-0.38681208342313766; dx=1.282388918052567E-6 evalInputDelta=-0.677559457719326
New Minimum: -1.0643715411424637 > -1.1207030341029167
WOLF (strong): th(180972.5139626783)=-1.1207030341029167; dx=1.534307359793554E-6 evalInputDelta=0.05633149296045303
New Minimum: -1.1207030341029167 > -1.211058869957924
END: th(45243.12849066957)=-1.211058869957924; dx=-1.4143841176693104E-6 evalInputDelta=0.1466873288154602
Fitness changed from -1.0643715411424637 to -1.211058869957924
Iteration 7 complete. Error: -1.211058869957924 Total: 25.8128; Orientation: 0.0566; Line Search: 21.4862
Adding measurement ad4ac6a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.543e+02, gradient 9.814e-04, dot -0.497; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.211058869957924, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement ad4ac6a to history. Total: 3
th(0)=-1.211058869957924;dx=-8.987110398156752E-7
New Minimum: -1.211058869957924 > -1.2978587821125984
END: th(97473.3655058684)=-1.2978587821125984; dx=-5.860557417386495E-7 evalInputDelta=0.08679991215467453
Fitness changed from -1.211058869957924 to -1.2978587821125984
Iteration 8 complete. Error: -1.2978587821125984 Total: 12.9617; Orientation: 0.0664; Line Search: 8.5472
Adding measurement 2cce665f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.741e+02, gradient 7.788e-04, dot -0.585; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2978587821125984, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 2cce665f to history. Total: 3
th(0)=-1.2978587821125984;dx=-5.257924944414731E-7
New Minimum: -1.2978587821125984 > -1.4288037195801735
END: th(210000.0000000001)=-1.4288037195801735; dx=-4.220074385433057E-7 evalInputDelta=0.13094493746757507
Fitness changed from -1.2978587821125984 to -1.4288037195801735
Iteration 9 complete. Error: -1.4288037195801735 Total: 13.0246; Orientation: 0.0554; Line Search: 8.7144
Adding measurement 4010a098 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.127e+02, gradient 6.926e-04, dot -0.650; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4288037195801735, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 4010a098 to history. Total: 3
th(0)=-1.4288037195801735;dx=-4.47825757367936E-7
New Minimum: -1.4288037195801735 > -1.6317618489265442
END: th(452431.2849066958)=-1.6317618489265442; dx=-2.91112986273449E-7 evalInputDelta=0.2029581293463707
Fitness changed from -1.4288037195801735 to -1.6317618489265442
Iteration 10 complete. Error: -1.6317618489265442 Total: 13.0062; Orientation: 0.1103; Line Search: 8.6889
Adding measurement 6e4ecaeb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.552e+02, gradient 7.113e-04, dot -0.566; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6317618489265442, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 6e4ecaeb to history. Total: 3
th(0)=-1.6317618489265442;dx=-4.706988518216304E-7
Armijo: th(974733.6550586841)=-1.3416696041822433; dx=6.49769255507886E-7 evalInputDelta=-0.29009224474430084
New Minimum: -1.6317618489265442 > -1.6473705023527145
WOLF (strong): th(487366.82752934203)=-1.6473705023527145; dx=3.48866967926272E-7 evalInputDelta=0.015608653426170349
New Minimum: -1.6473705023527145 > -1.693423755466938
END: th(162455.60917644735)=-1.693423755466938; dx=-1.427320816268048E-7 evalInputDelta=0.06166190654039383
Fitness changed from -1.6317618489265442 to -1.693423755466938
Iteration 11 complete. Error: -1.693423755466938 Total: 21.4702; Orientation: 0.0555; Line Search: 17.2088
Adding measurement 6e589d5c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.994e+02, gradient 6.853e-04, dot -0.522; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.693423755466938, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 6e589d5c to history. Total: 3
th(0)=-1.693423755466938;dx=-4.421059088542814E-7
New Minimum: -1.693423755466938 > -1.7453148439526558
WOLF (strong): th(350000.00000000023)=-1.7453148439526558; dx=1.1534773339896387E-7 evalInputDelta=0.05189108848571777
New Minimum: -1.7453148439526558 > -1.7473996579647064
END: th(175000.00000000012)=-1.7473996579647064; dx=-9.589148656866471E-8 evalInputDelta=0.0539759024977684
Fitness changed from -1.693423755466938 to -1.7473996579647064
Iteration 12 complete. Error: -1.7473996579647064 Total: 18.0824; Orientation: 0.0570; Line Search: 13.5231
Adding measurement 56d349be to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.635e+02, gradient 6.994e-04, dot -0.535; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7473996579647064, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 56d349be to history. Total: 3
th(0)=-1.7473996579647064;dx=-4.5550946816401523E-7
New Minimum: -1.7473996579647064 > -1.7518680766224861
WOLF (strong): th(377026.0707555799)=-1.7518680766224861; dx=3.974041656327102E-7 evalInputDelta=0.004468418657779694
New Minimum: -1.7518680766224861 > -1.799121081829071
WOLF (strong): th(188513.03537778996)=-1.799121081829071; dx=1.5781688304079437E-8 evalInputDelta=0.051721423864364624
END: th(62837.67845926332)=-1.776568941771984; dx=-2.892612161513783E-7 evalInputDelta=0.02916928380727768
Fitness changed from -1.7473996579647064 to -1.799121081829071
Iteration 13 complete. Error: -1.799121081829071 Total: 21.4331; Orientation: 0.0636; Line Search: 17.0749
Adding measurement 3c3d6a5f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.878e+02, gradient 7.861e-04, dot -0.411; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.799121081829071, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 3c3d6a5f to history. Total: 3
th(0)=-1.799121081829071;dx=-5.800180061433031E-7
New Minimum: -1.799121081829071 > -1.84494648873806
END: th(135379.67431370614)=-1.84494648873806; dx=-1.5654028751296276E-8 evalInputDelta=0.04582540690898895
Fitness changed from -1.799121081829071 to -1.84494648873806
Iteration 14 complete. Error: -1.84494648873806 Total: 13.0622; Orientation: 0.0558; Line Search: 8.8523
Adding measurement 7f57deb9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.614e+02, gradient 6.100e-04, dot -0.563; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.84494648873806, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 7f57deb9 to history. Total: 3
th(0)=-1.84494648873806;dx=-3.489190164481897E-7
New Minimum: -1.84494648873806 > -1.8920144960284233
WOLF (strong): th(291666.66666666686)=-1.8920144960284233; dx=9.081777396174656E-8 evalInputDelta=0.04706800729036331
END: th(145833.33333333343)=-1.88747139275074; dx=-1.2619731970722634E-7 evalInputDelta=0.042524904012680054
Fitness changed from -1.84494648873806 to -1.8920144960284233
Iteration 15 complete. Error: -1.8920144960284233 Total: 17.2356; Orientation: 0.0548; Line Search: 12.7914
Adding measurement 3904a40f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.512e+02, gradient 9.862e-04, dot -0.291; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8920144960284233, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 3904a40f to history. Total: 3
th(0)=-1.8920144960284233;dx=-9.025882296849122E-7
Armijo: th(314188.3922963166)=-1.8196043223142624; dx=9.278309235840697E-7 evalInputDelta=-0.07241017371416092
New Minimum: -1.8920144960284233 > -1.9412483498454094
WOLF (strong): th(157094.1961481583)=-1.9412483498454094; dx=2.8251053460230224E-7 evalInputDelta=0.049233853816986084
END: th(52364.732049386104)=-1.933511659502983; dx=-4.3995858987613053E-7 evalInputDelta=0.041497163474559784
Fitness changed from -1.8920144960284233 to -1.9412483498454094
Iteration 16 complete. Error: -1.9412483498454094 Total: 21.3091; Orientation: 0.0543; Line Search: 16.7664
Adding measurement 638ff1b0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.805e+02, gradient 7.478e-04, dot -0.437; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9412483498454094, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 638ff1b0 to history. Total: 3
th(0)=-1.9412483498454094;dx=-5.273593965971446E-7
New Minimum: -1.9412483498454094 > -1.9861235953867435
END: th(112816.3952614218)=-1.9861235953867435; dx=-1.304144797461247E-7 evalInputDelta=0.04487524554133415
Fitness changed from -1.9412483498454094 to -1.9861235953867435
Iteration 17 complete. Error: -1.9861235953867435 Total: 12.7201; Orientation: 0.0566; Line Search: 8.4370
Adding measurement 3290498e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.402e+02, gradient 4.501e-04, dot -0.649; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9861235953867435, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 3290498e to history. Total: 3
th(0)=-1.9861235953867435;dx=-1.883237115918225E-7
New Minimum: -1.9861235953867435 > -2.036666836589575
END: th(243055.55555555577)=-2.036666836589575; dx=-1.5987087309214038E-7 evalInputDelta=0.05054324120283127
Fitness changed from -1.9861235953867435 to -2.036666836589575
Iteration 18 complete. Error: -2.036666836589575 Total: 13.0766; Orientation: 0.0547; Line Search: 8.6985
Adding measurement 12880372 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.584e+02, gradient 4.343e-04, dot -0.662; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.036666836589575, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement 12880372 to history. Total: 3
th(0)=-2.036666836589575;dx=-1.7691335948125834E-7
New Minimum: -2.036666836589575 > -2.120829749852419
END: th(523647.3204938611)=-2.120829749852419; dx=-9.666674880569558E-8 evalInputDelta=0.08416291326284409
Fitness changed from -2.036666836589575 to -2.120829749852419
Iteration 19 complete. Error: -2.120829749852419 Total: 13.7481; Orientation: 0.0541; Line Search: 9.3774
Adding measurement df9bcfb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.984e+02, gradient 6.034e-04, dot -0.399; [dd093885-d7a0-492c-b3ed-2ee4bc54968a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.120829749852419, 0.8657514750957489, 1.1372987031936646, 1.29609777033329
LBFGS Accumulation History: 3 points
Removed measurement df9bcfb to history. Total: 3
th(0)=-2.120829749852419;dx=-3.405351011975302E-7
Armijo: th(1128163.9526142182)=-1.6087946742773056; dx=6.54834039934082E-7 evalInputDelta=-0.5120350755751133
Armijo: th(564081.9763071091)=-2.0199870243668556; dx=4.796657053307008E-7 evalInputDelta=-0.10084272548556328
New Minimum: -2.120829749852419 > -2.1515218652784824
WOLF (strong): th(188027.32543570304)=-2.1515218652784824; dx=4.45882446542584E-8 evalInputDelta=0.030692115426063538
END: th(47006.83135892576)=-2.136585146188736; dx=-2.3690230377142975E-7 evalInputDelta=0.015755396336317062
Fitness changed from -2.120829749852419 to -2.1515218652784824
Iteration 20 complete. Error: -2.1515218652784824 Total: 25.5993; Orientation: 0.0564; Line Search: 21.2916
Final threshold in iteration 21: -2.1515218652784824 (> -Infinity) after 355.595s (< 5400.000s)
