Reset training subject: 81701526869800
Reset training subject: 81704131988800
Adding measurement 6a2d1f6d to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.251146966591477;dx=-5.828868013173775E-6
New Minimum: 9.251146966591477 > 9.25113008916378
WOLFE (weak): th(2.154434690031884)=9.25113008916378; dx=-5.828705845759545E-6 evalInputDelta=1.68774276971817E-5
New Minimum: 9.25113008916378 > 9.251113470643759
WOLFE (weak): th(4.308869380063768)=9.251113470643759; dx=-5.827838230832784E-6 evalInputDelta=3.34959477186203E-5
New Minimum: 9.251113470643759 > 9.251046944409609
WOLFE (weak): th(12.926608140191302)=9.251046944409609; dx=-5.829356969841519E-6 evalInputDelta=1.0002218186855316E-4
New Minimum: 9.251046944409609 > 9.250746645964682
WOLFE (weak): th(51.70643256076521)=9.250746645964682; dx=-5.83194265464166E-6 evalInputDelta=4.003206267952919E-4
New Minimum: 9.250746645964682 > 9.249138669110835
WOLFE (weak): th(258.53216280382605)=9.249138669110835; dx=-5.8574935154913584E-6 evalInputDelta=0.0020082974806427956
New Minimum: 9.249138669110835 > 9.238906378857791
WOLFE (weak): th(1551.1929768229563)=9.238906378857791; dx=-6.0323083367113954E-6 evalInputDelta=0.01224058773368597
New Minimum: 9.238906378857791 > 9.157170722261071
WOLFE (weak): th(10858.350837760694)=9.157170722261071; dx=-7.0779293663636215E-6 evalInputDelta=0.09397624433040619
New Minimum: 9.157170722261071 > 8.387481614947319
WOLFE (weak): th(86866.80670208555)=8.387481614947319; dx=-7.096344145276148E-6 evalInputDelta=0.8636653516441584
New Minimum: 8.387481614947319 > 5.584108538925648
END: th(781801.26031877)=5.584108538925648; dx=-2.0265177016083015E-6 evalInputDelta=3.6670384276658297
Fitness changed from 9.251146966591477 to 5.584108538925648
Iteration 1 complete. Error: 5.584108538925648 Total: 30.8781; Orientation: 0.0186; Line Search: 23.2677
Adding measurement 2a09e0d4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.584108538925648;dx=-1.1917958600454523E-5
New Minimum: 5.584108538925648 > 2.9694476425647736
WOLF (strong): th(1684339.7559414052)=2.9694476425647736; dx=1.2784401250285025E-6 evalInputDelta=2.614660896360874
New Minimum: 2.9694476425647736 > 2.5997317731380463
END: th(842169.8779707026)=2.5997317731380463; dx=-1.0695087847736195E-6 evalInputDelta=2.9843767657876015
Fitness changed from 5.584108538925648 to 2.5997317731380463
Iteration 2 complete. Error: 2.5997317731380463 Total: 9.2382; Orientation: 0.0025; Line Search: 6.9375
Adding measurement 613c829c to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.5997317731380463;dx=-3.950167890716474E-6
New Minimum: 2.5997317731380463 > 0.9128105938434601
WOLF (strong): th(1814400.0)=0.9128105938434601; dx=6.708266518829124E-8 evalInputDelta=1.6869211792945862
END: th(907200.0)=1.1408455073833466; dx=-4.963273918370197E-7 evalInputDelta=1.4588862657546997
Fitness changed from 2.5997317731380463 to 0.9128105938434601
Iteration 3 complete. Error: 0.9128105938434601 Total: 9.2321; Orientation: 0.0017; Line Search: 6.9392
Adding measurement cd19d0a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.033e+03, gradient 1.514e-03, dot -0.361; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9128105938434601, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement cd19d0a to history. Total: 3
th(0)=0.9128105938434601;dx=-2.292052213048084E-6
Armijo: th(1954503.150796925)=1.6382373422384262; dx=8.315641020635235E-7 evalInputDelta=-0.7254267483949661
New Minimum: 0.9128105938434601 > 0.5245274007320404
WOLF (strong): th(977251.5753984625)=0.5245274007320404; dx=8.516695001740531E-7 evalInputDelta=0.3882831931114197
New Minimum: 0.5245274007320404 > 0.3228037655353546
END: th(325750.5251328208)=0.3228037655353546; dx=-9.0998380489323E-7 evalInputDelta=0.5900068283081055
Fitness changed from 0.9128105938434601 to 0.3228037655353546
Iteration 4 complete. Error: 0.3228037655353546 Total: 12.2071; Orientation: 0.0536; Line Search: 9.8040
Adding measurement 2cd92fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.760e+02, gradient 9.253e-04, dot -0.342; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3228037655353546, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 2cd92fd to history. Total: 3
th(0)=0.3228037655353546;dx=-8.561333789431012E-7
New Minimum: 0.3228037655353546 > -0.1903531849384308
END: th(701808.2316422522)=-0.1903531849384308; dx=-5.026517003634961E-7 evalInputDelta=0.5131569504737854
Fitness changed from 0.3228037655353546 to -0.1903531849384308
Iteration 5 complete. Error: -0.1903531849384308 Total: 6.9089; Orientation: 0.0292; Line Search: 4.5728
Adding measurement 52dc358a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.747e+03, gradient 6.980e-04, dot -0.365; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1903531849384308, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 52dc358a to history. Total: 3
th(0)=-0.1903531849384308;dx=-4.869884248840984E-7
New Minimum: -0.1903531849384308 > -0.7364861592650414
END: th(1512000.0)=-0.7364861592650414; dx=-2.396870452976231E-7 evalInputDelta=0.5461329743266106
Fitness changed from -0.1903531849384308 to -0.7364861592650414
Iteration 6 complete. Error: -0.7364861592650414 Total: 6.9521; Orientation: 0.0261; Line Search: 4.6222
Adding measurement 2870e80f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.615e+03, gradient 5.789e-04, dot -0.396; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7364861592650414, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 2870e80f to history. Total: 3
th(0)=-0.7364861592650414;dx=-3.3507675415614087E-7
New Minimum: -0.7364861592650414 > -1.1711145639419556
END: th(3257505.2513282085)=-1.1711145639419556; dx=-5.1826072954387816E-8 evalInputDelta=0.4346284046769142
Fitness changed from -0.7364861592650414 to -1.1711145639419556
Iteration 7 complete. Error: -1.1711145639419556 Total: 7.0044; Orientation: 0.0263; Line Search: 4.5895
Adding measurement 6e15cbbd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.646e+02, gradient 8.388e-04, dot -0.589; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1711145639419556, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 6e15cbbd to history. Total: 3
th(0)=-1.1711145639419556;dx=-7.030535181815626E-7
Armijo: th(7018082.316422523)=0.9858329594135284; dx=4.914950909252566E-7 evalInputDelta=-2.156947523355484
Armijo: th(3509041.1582112615)=-0.2719363570213318; dx=2.4518844974685386E-7 evalInputDelta=-0.8991782069206238
Armijo: th(1169680.3860704205)=-1.140109308063984; dx=3.680395938327605E-7 evalInputDelta=-0.03100525587797165
New Minimum: -1.1711145639419556 > -1.318777158856392
END: th(292420.0965176051)=-1.318777158856392; dx=-1.9982271791753175E-7 evalInputDelta=0.14766259491443634
Fitness changed from -1.1711145639419556 to -1.318777158856392
Iteration 8 complete. Error: -1.318777158856392 Total: 13.7708; Orientation: 0.0539; Line Search: 11.4516
Adding measurement 4046b407 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.059e+03, gradient 4.935e-04, dot -0.345; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.318777158856392, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 4046b407 to history. Total: 3
th(0)=-1.318777158856392;dx=-2.434281076294551E-7
New Minimum: -1.318777158856392 > -1.443539820611477
END: th(630000.0000000001)=-1.443539820611477; dx=-1.3207795364533867E-7 evalInputDelta=0.12476266175508499
Fitness changed from -1.318777158856392 to -1.443539820611477
Iteration 9 complete. Error: -1.443539820611477 Total: 7.0342; Orientation: 0.0238; Line Search: 4.7009
Adding measurement 454048e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.776e+02, gradient 4.368e-04, dot -0.358; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.443539820611477, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 454048e to history. Total: 3
th(0)=-1.443539820611477;dx=-1.9073026899648122E-7
New Minimum: -1.443539820611477 > -1.5577832832932472
END: th(1357293.854720087)=-1.5577832832932472; dx=-6.252370628274724E-9 evalInputDelta=0.11424346268177032
Fitness changed from -1.443539820611477 to -1.5577832832932472
Iteration 10 complete. Error: -1.5577832832932472 Total: 7.5688; Orientation: 0.0233; Line Search: 4.6190
Adding measurement 13c33a12 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.785e+03, gradient 6.854e-04, dot -0.325; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5577832832932472, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 13c33a12 to history. Total: 3
th(0)=-1.5577832832932472;dx=-4.6960332946051284E-7
Armijo: th(2924200.9651760515)=2.101106718182564; dx=1.6462005273970983E-6 evalInputDelta=-3.658890001475811
Armijo: th(1462100.4825880257)=-0.7361221164464951; dx=1.290758378813315E-6 evalInputDelta=-0.8216611668467522
New Minimum: -1.5577832832932472 > -1.6515132039785385
WOLF (strong): th(487366.8275293419)=-1.6515132039785385; dx=1.0859668602660597E-7 evalInputDelta=0.09372992068529129
END: th(121841.70688233548)=-1.6122505739331245; dx=-3.376712842132001E-7 evalInputDelta=0.05446729063987732
Fitness changed from -1.5577832832932472 to -1.6515132039785385
Iteration 11 complete. Error: -1.6515132039785385 Total: 13.9138; Orientation: 0.0242; Line Search: 11.5706
Adding measurement 41e43c90 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.265e+02, gradient 4.790e-04, dot -0.352; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6515132039785385, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 41e43c90 to history. Total: 3
th(0)=-1.6515132039785385;dx=-2.2923351103136221E-7
New Minimum: -1.6515132039785385 > -1.700311318039894
END: th(262500.00000000006)=-1.700311318039894; dx=-9.572461165231371E-8 evalInputDelta=0.04879811406135559
Fitness changed from -1.6515132039785385 to -1.700311318039894
Iteration 12 complete. Error: -1.700311318039894 Total: 6.9161; Orientation: 0.0235; Line Search: 4.5759
Adding measurement 2ee6ef29 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.098e+03, gradient 3.081e-04, dot -0.454; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.700311318039894, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 2ee6ef29 to history. Total: 3
th(0)=-1.700311318039894;dx=-9.488988833549378E-8
New Minimum: -1.700311318039894 > -1.7515091635286808
WOLFE (weak): th(565539.1061333696)=-1.7515091635286808; dx=-8.682103409098084E-8 evalInputDelta=0.0511978454887867
New Minimum: -1.7515091635286808 > -1.7982568591833115
END: th(1131078.2122667392)=-1.7982568591833115; dx=-8.015975520689835E-8 evalInputDelta=0.09794554114341736
Fitness changed from -1.700311318039894 to -1.7982568591833115
Iteration 13 complete. Error: -1.7982568591833115 Total: 9.2571; Orientation: 0.0240; Line Search: 6.9470
Adding measurement 3c85f950 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.095e+03, gradient 2.870e-04, dot -0.466; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7982568591833115, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 3c85f950 to history. Total: 3
th(0)=-1.7982568591833115;dx=-8.236122582588705E-8
New Minimum: -1.7982568591833115 > -1.961388561874628
END: th(2436834.1376467096)=-1.961388561874628; dx=-5.509754783533849E-8 evalInputDelta=0.1631317026913166
Fitness changed from -1.7982568591833115 to -1.961388561874628
Iteration 14 complete. Error: -1.961388561874628 Total: 6.8920; Orientation: 0.0234; Line Search: 4.5659
Adding measurement 485a7298 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.062e+03, gradient 2.913e-04, dot -0.423; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.961388561874628, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 485a7298 to history. Total: 3
th(0)=-1.961388561874628;dx=-8.484346169221295E-8
Armijo: th(5250000.000000002)=-1.2796895541250706; dx=2.3037273542087525E-7 evalInputDelta=-0.6816990077495575
Armijo: th(2625000.000000001)=-1.8726124912500381; dx=1.0599869888869511E-7 evalInputDelta=-0.08877607062458992
New Minimum: -1.961388561874628 > -2.0003628209233284
END: th(875000.0000000003)=-2.0003628209233284; dx=-2.0405515191969597E-8 evalInputDelta=0.03897425904870033
Fitness changed from -1.961388561874628 to -2.0003628209233284
Iteration 15 complete. Error: -2.0003628209233284 Total: 11.8399; Orientation: 0.0238; Line Search: 9.4873
Adding measurement 68fefa2c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.486e+02, gradient 3.723e-04, dot -0.353; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.0003628209233284, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 68fefa2c to history. Total: 3
th(0)=-2.0003628209233284;dx=-1.3855083546598008E-7
Armijo: th(1885130.3537778992)=-1.861517023295164; dx=1.7889850184561465E-7 evalInputDelta=-0.1388457976281643
New Minimum: -2.0003628209233284 > -2.016811426728964
WOLF (strong): th(942565.1768889496)=-2.016811426728964; dx=8.513886005318697E-8 evalInputDelta=0.016448605805635452
New Minimum: -2.016811426728964 > -2.034196313470602
END: th(314188.3922963165)=-2.034196313470602; dx=-4.458450727610376E-8 evalInputDelta=0.033833492547273636
Fitness changed from -2.0003628209233284 to -2.034196313470602
Iteration 16 complete. Error: -2.034196313470602 Total: 12.7202; Orientation: 0.0282; Line Search: 10.3655
Adding measurement 35897518 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.007e+03, gradient 2.383e-04, dot -0.476; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.034196313470602, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 35897518 to history. Total: 3
th(0)=-2.034196313470602;dx=-5.671971480610196E-8
New Minimum: -2.034196313470602 > -2.068454083055258
END: th(676898.3715685306)=-2.068454083055258; dx=-4.8207534643227365E-8 evalInputDelta=0.03425776958465576
Fitness changed from -2.034196313470602 to -2.068454083055258
Iteration 17 complete. Error: -2.068454083055258 Total: 7.0117; Orientation: 0.0229; Line Search: 4.6167
Adding measurement 2e0cc9c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.931e+02, gradient 2.343e-04, dot -0.455; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.068454083055258, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 2e0cc9c8 to history. Total: 3
th(0)=-2.068454083055258;dx=-5.487482919372408E-8
New Minimum: -2.068454083055258 > -2.1335514448583126
END: th(1458333.333333334)=-2.1335514448583126; dx=-3.424745428314528E-8 evalInputDelta=0.06509736180305481
Fitness changed from -2.068454083055258 to -2.1335514448583126
Iteration 18 complete. Error: -2.1335514448583126 Total: 6.8756; Orientation: 0.0234; Line Search: 4.5443
Adding measurement 4a119605 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.137e+03, gradient 2.865e-04, dot -0.413; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1335514448583126, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 4a119605 to history. Total: 3
th(0)=-2.1335514448583126;dx=-8.205813774377529E-8
Armijo: th(3141883.922963165)=-1.6418168470263481; dx=3.196204421035733E-7 evalInputDelta=-0.4917345978319645
Armijo: th(1570941.9614815826)=-2.078221417963505; dx=1.211662229896452E-7 evalInputDelta=-0.055330026894807816
New Minimum: -2.1335514448583126 > -2.1574044562876225
END: th(523647.32049386087)=-2.1574044562876225; dx=-1.8048136659309314E-8 evalInputDelta=0.023853011429309845
Fitness changed from -2.1335514448583126 to -2.1574044562876225
Iteration 19 complete. Error: -2.1574044562876225 Total: 11.5528; Orientation: 0.0235; Line Search: 9.1978
Adding measurement 32108127 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.522e+02, gradient 2.531e-04, dot -0.390; [e3512947-093a-486e-81d6-0e774645fc4d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1574044562876225, 2.5997317731380463, 5.584108538925648, 9.251146966591477
LBFGS Accumulation History: 3 points
Removed measurement 32108127 to history. Total: 3
th(0)=-2.1574044562876225;dx=-6.399926150679017E-8
New Minimum: -2.1574044562876225 > -2.1905458085238934
WOLF (strong): th(1128163.9526142178)=-2.1905458085238934; dx=4.092804482367158E-9 evalInputDelta=0.033141352236270905
END: th(564081.9763071089)=-2.184939220547676; dx=-2.4766515848695332E-8 evalInputDelta=0.027534764260053635
Fitness changed from -2.1574044562876225 to -2.1905458085238934
Iteration 20 complete. Error: -2.1905458085238934 Total: 9.2379; Orientation: 0.0237; Line Search: 6.9220
Final threshold in iteration 21: -2.1905458085238934 (> -Infinity) after 207.013s (< 5400.000s)
