Reset training subject: 679252932446
Reset training subject: 680727949337
Adding measurement 18e6ea13 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=21.83305416535586;dx=-1.0883111102046265E-5
New Minimum: 21.83305416535586 > 21.833010874688625
WOLFE (weak): th(2.154434690031884)=21.833010874688625; dx=-1.0749127637723441E-5 evalInputDelta=4.329066723585129E-5
New Minimum: 21.833010874688625 > 21.832967452704906
WOLFE (weak): th(4.308869380063768)=21.832967452704906; dx=-1.0821433997821581E-5 evalInputDelta=8.671265095472336E-5
New Minimum: 21.832967452704906 > 21.832794196903706
WOLFE (weak): th(12.926608140191302)=21.832794196903706; dx=-1.0832016552852614E-5 evalInputDelta=2.5996845215559006E-4
New Minimum: 21.832794196903706 > 21.832012550905347
WOLFE (weak): th(51.70643256076521)=21.832012550905347; dx=-1.0894018927582444E-5 evalInputDelta=0.0010416144505143166
New Minimum: 21.832012550905347 > 21.82782490644604
WOLFE (weak): th(258.53216280382605)=21.82782490644604; dx=-1.0983461282707828E-5 evalInputDelta=0.00522925890982151
New Minimum: 21.82782490644604 > 21.801749737933278
WOLFE (weak): th(1551.1929768229563)=21.801749737933278; dx=-1.0476601743019483E-5 evalInputDelta=0.0313044274225831
New Minimum: 21.801749737933278 > 21.625492486171424
END: th(10858.350837760694)=21.625492486171424; dx=-7.239508719446057E-6 evalInputDelta=0.2075616791844368
Fitness changed from 21.83305416535586 to 21.625492486171424
Iteration 1 complete. Error: 21.625492486171424 Total: 14.6420; Orientation: 0.0379; Line Search: 10.5523
Iteration 1
Adding measurement 5964c2fb to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=21.625492486171424;dx=-8.730229428823063E-6
New Minimum: 21.625492486171424 > 21.19411706738174
END: th(23393.607721408407)=21.19411706738174; dx=-6.9976909416460956E-6 evalInputDelta=0.4313754187896848
Fitness changed from 21.625492486171424 to 21.19411706738174
Iteration 2 complete. Error: 21.19411706738174 Total: 4.6352; Orientation: 0.0048; Line Search: 2.4370
Iteration 2
Adding measurement c6387ac to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=21.19411706738174;dx=-1.0110072636396523E-5
New Minimum: 21.19411706738174 > 20.380501311272383
END: th(50400.00000000001)=20.380501311272383; dx=-1.6000000315193059E-6 evalInputDelta=0.8136157561093569
Fitness changed from 21.19411706738174 to 20.380501311272383
Iteration 3 complete. Error: 20.380501311272383 Total: 3.8780; Orientation: 0.0044; Line Search: 2.6003
Iteration 3
Adding measurement 56239bfa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.955e+03, gradient 7.312e-03, dot -0.275; [e0ba320d-c35f-4689-9589-4e1d64f4c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 20.380501311272383, 21.19411706738174, 21.625492486171424, 21.83305416535586
LBFGS Accumulation History: 3 points
Removed measurement 56239bfa to history. Total: 3
th(0)=20.380501311272383;dx=-5.29674131437869E-5
New Minimum: 20.380501311272383 > 18.353479981422424
END: th(108583.50837760697)=18.353479981422424; dx=-9.164536380462003E-6 evalInputDelta=2.0270213298499584
Fitness changed from 20.380501311272383 to 18.353479981422424
Iteration 4 complete. Error: 18.353479981422424 Total: 4.0603; Orientation: 0.1326; Line Search: 2.6273
Iteration 4
Adding measurement 4422180 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 9.677e+02, gradient 3.845e-03, dot 0.046; [e0ba320d-c35f-4689-9589-4e1d64f4c897 = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=18.353479981422424;dx=-0.18820942974551627
Armijo: th(233936.07721408413)=117.62603333592415; dx=2.7500589922429753E-6 evalInputDelta=-99.27255335450172
Armijo: th(116968.03860704206)=117.59313610196114; dx=9.643218485001215E-6 evalInputDelta=-99.23965612053871
Armijo: th(38989.346202347355)=117.48653484880924; dx=-8.280856574360391E-5 evalInputDelta=-99.13305486738682
Armijo: th(9747.336550586839)=117.26083847880363; dx=-1.5198825912483914E-4 evalInputDelta=-98.90735849738121
Armijo: th(1949.4673101173678)=116.04975321888924; dx=1.9021280475594552E-5 evalInputDelta=-97.69627323746681
Armijo: th(324.91121835289465)=106.72464686632156; dx=0.008412913704841082 evalInputDelta=-88.37116688489914
Armijo: th(46.41588833612781)=50.17702706158161; dx=0.22504316212203018 evalInputDelta=-31.823547080159187
New Minimum: 18.353479981422424 > 12.834836483001709
WOLFE (weak): th(5.801986042015976)=12.834836483001709; dx=-0.276179308920006 evalInputDelta=5.518643498420715
Armijo: th(26.10893718907189)=30.124980464577675; dx=0.3398990947088718 evalInputDelta=-11.77150048315525
WOLF (strong): th(15.955461615543934)=18.181043967604637; dx=0.4061946790570816 evalInputDelta=0.17243601381778717
WOLF (strong): th(10.878723828779954)=13.198773816227913; dx=0.2931662751181731 evalInputDelta=5.154706165194511
New Minimum: 12.834836483001709 > 12.040754064917564
WOLF (strong): th(8.340354935397965)=12.040754064917564; dx=0.09770427075059927 evalInputDelta=6.31272591650486
END: th(7.07117048870697)=12.123110264539719; dx=-0.07104267127742825 evalInputDelta=6.230369716882706
Fitness changed from 18.353479981422424 to 12.040754064917564
Iteration 5 complete. Error: 12.040754064917564 Total: 20.1892; Orientation: 0.1630; Line Search: 18.7126
Iteration 5
Adding measurement 2cbbd15 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.090e+04, gradient 2.098e-03, dot -0.041; [e0ba320d-c35f-4689-9589-4e1d64f4c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.040754064917564, 18.353479981422424, 21.19411706738174, 21.625492486171424, 21.83305416535586
Rejected: LBFGS Orientation magnitude: 1.249e+04, gradient 2.098e-03, dot -0.045; [e0ba320d-c35f-4689-9589-4e1d64f4c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.040754064917564, 18.353479981422424, 21.19411706738174, 21.625492486171424
LBFGS Accumulation History: 3 points
Removed measurement 2cbbd15 to history. Total: 4
Removed measurement 4422180 to history. Total: 3
th(0)=12.040754064917564;dx=-4.0991310561288535E-6
New Minimum: 12.040754064917564 > 12.040626496076584
WOLFE (weak): th(15.234375000000005)=12.040626496076584; dx=-4.111452611812917E-6 evalInputDelta=1.2756884098052979E-4
New Minimum: 12.040626496076584 > 12.040498994290829
WOLFE (weak): th(30.46875000000001)=12.040498994290829; dx=-4.106766963097399E-6 evalInputDelta=2.5507062673568726E-4
New Minimum: 12.040498994290829 > 12.039988040924072
WOLFE (weak): th(91.40625000000003)=12.039988040924072; dx=-4.138457153222205E-6 evalInputDelta=7.660239934921265E-4
New Minimum: 12.039988040924072 > 12.037691630423069
WOLFE (weak): th(365.6250000000001)=12.037691630423069; dx=-4.107214970660474E-6 evalInputDelta=0.003062434494495392
New Minimum: 12.037691630423069 > 12.025436200201511
WOLFE (weak): th(1828.1250000000005)=12.025436200201511; dx=-4.069243210936316E-6 evalInputDelta=0.015317864716053009
New Minimum: 12.025436200201511 > 11.951023176312447
WOLFE (weak): th(10968.750000000004)=11.951023176312447; dx=-3.9277815809231494E-6 evalInputDelta=0.0897308886051178
New Minimum: 11.951023176312447 > 11.464393988251686
END: th(76781.25000000003)=11.464393988251686; dx=-3.291229015169194E-6 evalInputDelta=0.5763600766658783
Fitness changed from 12.040754064917564 to 11.464393988251686
Iteration 6 complete. Error: 11.464393988251686 Total: 13.3118; Orientation: 0.2690; Line Search: 11.6795
Adding measurement 50753307 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.841e+02, gradient 1.863e-03, dot -0.017; [e0ba320d-c35f-4689-9589-4e1d64f4c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 11.464393988251686, 21.19411706738174, 21.625492486171424, 21.83305416535586
LBFGS Accumulation History: 3 points
Removed measurement 50753307 to history. Total: 3
th(0)=11.464393988251686;dx=-3.3514708652669E-6
New Minimum: 11.464393988251686 > 10.564090870320797
END: th(165420.18854401066)=10.564090870320797; dx=-2.2152708558215564E-6 evalInputDelta=0.9003031179308891
Fitness changed from 11.464393988251686 to 10.564090870320797
Iteration 7 complete. Error: 10.564090870320797 Total: 4.2447; Orientation: 0.1248; Line Search: 2.7581
Adding measurement 797bbebf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.199e+01, gradient 1.571e-03, dot -0.525; [e0ba320d-c35f-4689-9589-4e1d64f4c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 10.564090870320797, 21.19411706738174, 21.625492486171424, 21.83305416535586
LBFGS Accumulation History: 3 points
Removed measurement 797bbebf to history. Total: 3
th(0)=10.564090870320797;dx=-2.400672596343873E-6
New Minimum: 10.564090870320797 > 9.263967767357826
END: th(356386.9926308314)=9.263967767357826; dx=-1.4373868126241013E-6 evalInputDelta=1.3001231029629707
Fitness changed from 10.564090870320797 to 9.263967767357826
Iteration 8 complete. Error: 9.263967767357826 Total: 4.0319; Orientation: 0.0490; Line Search: 2.6221
Adding measurement 361581fb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.085e+02, gradient 1.357e-03, dot -0.016; [e0ba320d-c35f-4689-9589-4e1d64f4c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.263967767357826, 21.19411706738174, 21.625492486171424, 21.83305416535586
LBFGS Accumulation History: 3 points
Removed measurement 361581fb to history. Total: 3
th(0)=9.263967767357826;dx=-1.7867142183466458E-6
New Minimum: 9.263967767357826 > 7.858063027262688
END: th(767812.5000000005)=7.858063027262688; dx=-5.957417504475733E-7 evalInputDelta=1.4059047400951385
Fitness changed from 9.263967767357826 to 7.858063027262688
Iteration 9 complete. Error: 7.858063027262688 Total: 3.7647; Orientation: 0.0811; Line Search: 2.4408
Adding measurement 4597d487 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 3.845e+02, gradient 1.842e-03, dot 0.008; [e0ba320d-c35f-4689-9589-4e1d64f4c897 = 1.000/1.000e+00]
th(0)=7.858063027262688;dx=-0.00744664787794409
Armijo: th(1654201.8854401067)=128.04765141010284; dx=-1.0848002335861216E-5 evalInputDelta=-120.18958838284016
Armijo: th(827100.9427200534)=128.05295073986053; dx=-9.683044125618341E-6 evalInputDelta=-120.19488771259785
Armijo: th(275700.3142400178)=128.04761603474617; dx=-1.4302766310886669E-5 evalInputDelta=-120.18955300748348
Armijo: th(68925.07856000445)=127.88587439060211; dx=-4.1474581910024455E-5 evalInputDelta=-120.02781136333942
Armijo: th(13785.01571200089)=127.38479733467102; dx=1.038004264970123E-4 evalInputDelta=-119.52673430740833
Armijo: th(2297.502618666815)=124.47751206159592; dx=8.664700460173059E-4 evalInputDelta=-116.61944903433323
Armijo: th(328.214659809545)=98.8354335129261; dx=0.02293586821582481 evalInputDelta=-90.97737048566341
Armijo: th(41.02683247619313)=23.880142956972122; dx=0.16182399892559918 evalInputDelta=-16.022079929709435
Armijo: th(4.558536941799236)=8.33517074584961; dx=0.07330527353215477 evalInputDelta=-0.4771077185869217
Armijo: th(0.4558536941799236)=7.867122113704681; dx=0.0038526810911763704 evalInputDelta=-0.009059086441993713
Armijo: th(0.0414412449254476)=7.85839107632637; dx=-0.005316366742769786 evalInputDelta=-3.2804906368255615E-4
Armijo: th(0.0034534370771206334)=7.858086362481117; dx=-0.006193362600940156 evalInputDelta=-2.333521842956543E-5
Armijo: th(2.656490059323564E-4)=7.858065024018288; dx=-0.00600537769681145 evalInputDelta=-1.996755599975586E-6
Armijo: th(1.8974928995168314E-5)=7.858063071966171; dx=-0.005914671286677161 evalInputDelta=-4.470348358154297E-8
New Minimum: 7.858063027262688 > 7.858062982559204
END: th(1.2649952663445543E-6)=7.858062982559204; dx=-0.004991062566384593 evalInputDelta=4.470348358154297E-8
Fitness changed from 7.858063027262688 to 7.858062982559204
Iteration 10 complete. Error: 7.858062982559204 Total: 23.1637; Orientation: 0.1409; Line Search: 21.7880
Iteration 10
Final threshold in iteration 11: 7.858062982559204 (> -Infinity) after 95.935s (< 1800.000s)