Reset training subject: 554486332999000
Reset training subject: 554490952378100
Adding measurement 3722dc5b to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=3.3040774948894978;dx=-3.789891734642069E-5
New Minimum: 3.3040774948894978 > 3.3039803951978683
WOLFE (weak): th(2.154434690031884)=3.3039803951978683; dx=-3.8055391789632855E-5 evalInputDelta=9.709969162940979E-5
New Minimum: 3.3039803951978683 > 3.303883410990238
WOLFE (weak): th(4.308869380063768)=3.303883410990238; dx=-3.7730083618371606E-5 evalInputDelta=1.9408389925956726E-4
New Minimum: 3.303883410990238 > 3.3034943118691444
WOLFE (weak): th(12.926608140191302)=3.3034943118691444; dx=-3.825919292960167E-5 evalInputDelta=5.831830203533173E-4
New Minimum: 3.3034943118691444 > 3.301748439669609
WOLFE (weak): th(51.70643256076521)=3.301748439669609; dx=-3.8316831324340723E-5 evalInputDelta=0.002329055219888687
New Minimum: 3.301748439669609 > 3.292449589818716
WOLFE (weak): th(258.53216280382605)=3.292449589818716; dx=-3.791665490813943E-5 evalInputDelta=0.011627905070781708
New Minimum: 3.292449589818716 > 3.235351223498583
WOLFE (weak): th(1551.1929768229563)=3.235351223498583; dx=-3.682812012617713E-5 evalInputDelta=0.06872627139091492
New Minimum: 3.235351223498583 > 2.8832854703068733
END: th(10858.350837760694)=2.8832854703068733; dx=-2.715071584672875E-5 evalInputDelta=0.42079202458262444
Fitness changed from 3.3040774948894978 to 2.8832854703068733
Iteration 1 complete. Error: 2.8832854703068733 Total: 48.5713; Orientation: 0.0038; Line Search: 35.2056
Adding measurement 86c987e to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.8832854703068733;dx=-2.259059595282075E-5
New Minimum: 2.8832854703068733 > 2.3821990452706814
END: th(23393.607721408407)=2.3821990452706814; dx=-1.3579131388809476E-5 evalInputDelta=0.5010864250361919
Fitness changed from 2.8832854703068733 to 2.3821990452706814
Iteration 2 complete. Error: 2.3821990452706814 Total: 12.9577; Orientation: 0.0037; Line Search: 8.6364
Adding measurement 4adf29d8 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.3821990452706814;dx=-1.0868342309501052E-5
New Minimum: 2.3821990452706814 > 1.9014450535178185
END: th(50400.00000000001)=1.9014450535178185; dx=-5.395685597616547E-6 evalInputDelta=0.48075399175286293
Fitness changed from 2.3821990452706814 to 1.9014450535178185
Iteration 3 complete. Error: 1.9014450535178185 Total: 13.0466; Orientation: 0.0036; Line Search: 8.7132
Adding measurement 74365295 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.046e+02, gradient 2.488e-03, dot -0.774; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9014450535178185, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 74365295 to history. Total: 3
th(0)=1.9014450535178185;dx=-5.714439070643379E-6
New Minimum: 1.9014450535178185 > 1.5560173094272614
END: th(108583.50837760697)=1.5560173094272614; dx=-9.70951748763846E-7 evalInputDelta=0.3454277440905571
Fitness changed from 1.9014450535178185 to 1.5560173094272614
Iteration 4 complete. Error: 1.5560173094272614 Total: 12.8903; Orientation: 0.0558; Line Search: 8.4603
Adding measurement 36c0d851 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.741e+02, gradient 2.713e-03, dot -0.533; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5560173094272614, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 36c0d851 to history. Total: 3
th(0)=1.5560173094272614;dx=-6.967688025230325E-6
Armijo: th(233936.07721408413)=2.0782676339149475; dx=2.641170501659999E-6 evalInputDelta=-0.5222503244876862
New Minimum: 1.5560173094272614 > 1.5336775034666061
WOLF (strong): th(116968.03860704206)=1.5336775034666061; dx=3.038468521104459E-6 evalInputDelta=0.022339805960655212
New Minimum: 1.5336775034666061 > 1.3539046347141266
END: th(38989.346202347355)=1.3539046347141266; dx=-1.7665208216665897E-6 evalInputDelta=0.20211267471313477
Fitness changed from 1.5560173094272614 to 1.3539046347141266
Iteration 5 complete. Error: 1.3539046347141266 Total: 21.6630; Orientation: 0.0563; Line Search: 17.2281
Adding measurement 45590059 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.139e+02, gradient 1.762e-03, dot -0.659; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3539046347141266, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 45590059 to history. Total: 3
th(0)=1.3539046347141266;dx=-2.829287824321691E-6
New Minimum: 1.3539046347141266 > 1.1970035210251808
END: th(84000.00000000003)=1.1970035210251808; dx=-5.829248228367234E-7 evalInputDelta=0.15690111368894577
Fitness changed from 1.3539046347141266 to 1.1970035210251808
Iteration 6 complete. Error: 1.1970035210251808 Total: 13.2714; Orientation: 0.0542; Line Search: 8.4700
Adding measurement 40881deb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.435e+02, gradient 1.987e-03, dot -0.566; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1970035210251808, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 40881deb to history. Total: 3
th(0)=1.1970035210251808;dx=-3.58518064388252E-6
Armijo: th(180972.5139626783)=1.4206606969237328; dx=2.0628908141136537E-6 evalInputDelta=-0.22365717589855194
New Minimum: 1.1970035210251808 > 1.1518556028604507
WOLF (strong): th(90486.25698133915)=1.1518556028604507; dx=1.3812105119264354E-6 evalInputDelta=0.04514791816473007
New Minimum: 1.1518556028604507 > 1.1110233664512634
END: th(30162.08566044638)=1.1110233664512634; dx=-1.3365466225747321E-6 evalInputDelta=0.08598015457391739
Fitness changed from 1.1970035210251808 to 1.1110233664512634
Iteration 7 complete. Error: 1.1110233664512634 Total: 21.6205; Orientation: 0.0586; Line Search: 17.3372
Adding measurement 4e84aa6e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.633e+02, gradient 1.362e-03, dot -0.730; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1110233664512634, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 4e84aa6e to history. Total: 3
th(0)=1.1110233664512634;dx=-1.6789101423951852E-6
New Minimum: 1.1110233664512634 > 1.0151787661015987
END: th(64982.24367057892)=1.0151787661015987; dx=-1.0305749492397254E-6 evalInputDelta=0.09584460034966469
Fitness changed from 1.1110233664512634 to 1.0151787661015987
Iteration 8 complete. Error: 1.0151787661015987 Total: 13.0894; Orientation: 0.0559; Line Search: 8.6747
Adding measurement 25037a2b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.819e+02, gradient 1.380e-03, dot -0.686; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0151787661015987, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 25037a2b to history. Total: 3
th(0)=1.0151787661015987;dx=-1.7752628548762796E-6
New Minimum: 1.0151787661015987 > 0.9548133984208107
WOLF (strong): th(140000.00000000006)=0.9548133984208107; dx=1.455857048811703E-7 evalInputDelta=0.06036536768078804
New Minimum: 0.9548133984208107 > 0.9420696273446083
END: th(70000.00000000003)=0.9420696273446083; dx=-4.208098690171184E-7 evalInputDelta=0.07310913875699043
Fitness changed from 1.0151787661015987 to 0.9420696273446083
Iteration 9 complete. Error: 0.9420696273446083 Total: 17.4088; Orientation: 0.0590; Line Search: 13.0204
Adding measurement 6494e29c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.823e+02, gradient 1.593e-03, dot -0.560; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9420696273446083, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 6494e29c to history. Total: 3
th(0)=0.9420696273446083;dx=-2.347237877212851E-6
Armijo: th(150810.42830223194)=1.0074801743030548; dx=1.209192438664804E-6 evalInputDelta=-0.0654105469584465
New Minimum: 0.9420696273446083 > 0.884753629565239
WOLF (strong): th(75405.21415111597)=0.884753629565239; dx=5.212427876583241E-7 evalInputDelta=0.057315997779369354
END: th(25135.071383705323)=0.8889149054884911; dx=-1.2015795298935935E-6 evalInputDelta=0.05315472185611725
Fitness changed from 0.9420696273446083 to 0.884753629565239
Iteration 10 complete. Error: 0.884753629565239 Total: 21.4931; Orientation: 0.0624; Line Search: 17.2241
Adding measurement 23960135 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.957e+02, gradient 1.886e-03, dot -0.473; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.884753629565239, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 23960135 to history. Total: 3
th(0)=0.884753629565239;dx=-3.395752497496183E-6
New Minimum: 0.884753629565239 > 0.8039686381816864
WOLF (strong): th(54151.86972548245)=0.8039686381816864; dx=5.255433793429705E-7 evalInputDelta=0.08078499138355255
END: th(27075.934862741226)=0.8084306567907333; dx=-1.1213668211449758E-6 evalInputDelta=0.07632297277450562
Fitness changed from 0.884753629565239 to 0.8039686381816864
Iteration 11 complete. Error: 0.8039686381816864 Total: 17.6418; Orientation: 0.0584; Line Search: 13.2063
Adding measurement 45abbb2d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.075e+02, gradient 1.480e-03, dot -0.538; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8039686381816864, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 45abbb2d to history. Total: 3
th(0)=0.8039686381816864;dx=-2.066865937674307E-6
New Minimum: 0.8039686381816864 > 0.7388391010463238
END: th(58333.33333333337)=0.7388391010463238; dx=-4.943433311783314E-9 evalInputDelta=0.06512953713536263
Fitness changed from 0.8039686381816864 to 0.7388391010463238
Iteration 12 complete. Error: 0.7388391010463238 Total: 13.8845; Orientation: 0.0589; Line Search: 9.4392
Adding measurement 77b7f604 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.201e+02, gradient 1.305e-03, dot -0.578; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7388391010463238, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 77b7f604 to history. Total: 3
th(0)=0.7388391010463238;dx=-1.5768847408957916E-6
New Minimum: 0.7388391010463238 > 0.7360861860215664
WOLF (strong): th(125675.35691852664)=0.7360861860215664; dx=8.368684038022804E-7 evalInputDelta=0.0027529150247573853
New Minimum: 0.7360861860215664 > 0.6834287382662296
END: th(62837.67845926332)=0.6834287382662296; dx=-1.2114439620541205E-7 evalInputDelta=0.05541036278009415
Fitness changed from 0.7388391010463238 to 0.6834287382662296
Iteration 13 complete. Error: 0.6834287382662296 Total: 17.6280; Orientation: 0.0571; Line Search: 13.3214
Adding measurement 58ef487 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.303e+02, gradient 1.251e-03, dot -0.576; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6834287382662296, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 58ef487 to history. Total: 3
th(0)=0.6834287382662296;dx=-1.360761224993467E-6
Armijo: th(135379.67431370614)=0.6926248073577881; dx=9.449285865864785E-7 evalInputDelta=-0.009196069091558456
New Minimum: 0.6834287382662296 > 0.6308010220527649
END: th(67689.83715685307)=0.6308010220527649; dx=-2.9182545397726267E-8 evalInputDelta=0.05262771621346474
Fitness changed from 0.6834287382662296 to 0.6308010220527649
Iteration 14 complete. Error: 0.6308010220527649 Total: 17.3945; Orientation: 0.0563; Line Search: 13.1404
Adding measurement 156ef5bc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.359e+02, gradient 1.267e-03, dot -0.547; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6308010220527649, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 156ef5bc to history. Total: 3
th(0)=0.6308010220527649;dx=-1.5073566705571282E-6
Armijo: th(145833.33333333343)=0.6801501624286175; dx=1.1661400293556371E-6 evalInputDelta=-0.049349140375852585
New Minimum: 0.6308010220527649 > 0.5867681577801704
WOLF (strong): th(72916.66666666672)=0.5867681577801704; dx=2.5746123947391184E-7 evalInputDelta=0.04403286427259445
END: th(24305.555555555573)=0.5973650887608528; dx=-8.828057694561638E-7 evalInputDelta=0.03343593329191208
Fitness changed from 0.6308010220527649 to 0.5867681577801704
Iteration 15 complete. Error: 0.5867681577801704 Total: 21.6638; Orientation: 0.0571; Line Search: 17.2822
Adding measurement 3dc375e0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.424e+02, gradient 1.405e-03, dot -0.483; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5867681577801704, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 3dc375e0 to history. Total: 3
th(0)=0.5867681577801704;dx=-1.8678420926760834E-6
New Minimum: 0.5867681577801704 > 0.5355987325310707
WOLF (strong): th(52364.732049386104)=0.5355987325310707; dx=6.657415458489895E-8 evalInputDelta=0.05116942524909973
END: th(26182.366024693052)=0.5453985296189785; dx=-8.463690916634948E-7 evalInputDelta=0.04136962816119194
Fitness changed from 0.5867681577801704 to 0.5355987325310707
Iteration 16 complete. Error: 0.5355987325310707 Total: 17.1326; Orientation: 0.0591; Line Search: 12.8456
Adding measurement 400f3dcd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.538e+02, gradient 1.073e-03, dot -0.592; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5355987325310707, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 400f3dcd to history. Total: 3
th(0)=0.5355987325310707;dx=-1.0509294735481263E-6
New Minimum: 0.5355987325310707 > 0.49366340786218643
END: th(56408.1976307109)=0.49366340786218643; dx=-2.986248483379449E-7 evalInputDelta=0.04193532466888428
Fitness changed from 0.5355987325310707 to 0.49366340786218643
Iteration 17 complete. Error: 0.49366340786218643 Total: 13.1856; Orientation: 0.0569; Line Search: 8.8041
Adding measurement 4e6c3e0d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.532e+02, gradient 9.632e-04, dot -0.625; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.49366340786218643, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 4e6c3e0d to history. Total: 3
th(0)=0.49366340786218643;dx=-8.448955454059674E-7
New Minimum: 0.49366340786218643 > 0.4547737129032612
WOLF (strong): th(121527.77777777788)=0.4547737129032612; dx=5.390107276159784E-8 evalInputDelta=0.03888969495892525
END: th(60763.88888888894)=0.45688019320368767; dx=-3.275783346355231E-7 evalInputDelta=0.036783214658498764
Fitness changed from 0.49366340786218643 to 0.4547737129032612
Iteration 18 complete. Error: 0.4547737129032612 Total: 18.2077; Orientation: 0.0579; Line Search: 13.8037
Adding measurement 72d7b6c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.593e+02, gradient 1.512e-03, dot -0.409; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.4547737129032612, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 72d7b6c7 to history. Total: 3
th(0)=0.4547737129032612;dx=-2.1179576922420144E-6
Armijo: th(130911.83012346528)=0.5587278194725513; dx=2.031292865186295E-6 evalInputDelta=-0.10395410656929016
New Minimum: 0.4547737129032612 > 0.4131856709718704
WOLF (strong): th(65455.91506173264)=0.4131856709718704; dx=7.723029459842892E-7 evalInputDelta=0.04158804193139076
New Minimum: 0.4131856709718704 > 0.41296613588929176
END: th(21818.63835391088)=0.41296613588929176; dx=-1.0584518576773518E-6 evalInputDelta=0.04180757701396942
Fitness changed from 0.4547737129032612 to 0.41296613588929176
Iteration 19 complete. Error: 0.41296613588929176 Total: 21.6344; Orientation: 0.0561; Line Search: 16.9943
Adding measurement 2ad74c69 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.736e+02, gradient 9.369e-04, dot -0.608; [bdfecad2-b72d-41ea-9061-aeb7743abd16 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.41296613588929176, 2.3821990452706814, 2.8832854703068733, 3.3040774948894978
LBFGS Accumulation History: 3 points
Removed measurement 2ad74c69 to history. Total: 3
th(0)=0.41296613588929176;dx=-7.256672227477039E-7
New Minimum: 0.41296613588929176 > 0.38086552172899246
END: th(47006.83135892576)=0.38086552172899246; dx=-4.100943835293699E-7 evalInputDelta=0.0321006141602993
Fitness changed from 0.41296613588929176 to 0.38086552172899246
Iteration 20 complete. Error: 0.38086552172899246 Total: 13.0305; Orientation: 0.0661; Line Search: 8.6755
Final threshold in iteration 21: 0.38086552172899246 (> -Infinity) after 367.416s (< 5400.000s)
