Reset training subject: 661829814352200
Reset training subject: 661848883803700
Adding measurement 7fba9eb3 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=7.039115309715271;dx=-1.354525126663835E-5
New Minimum: 7.039115309715271 > 7.039088308811188
WOLFE (weak): th(2.154434690031884)=7.039088308811188; dx=-1.3450758437251887E-5 evalInputDelta=2.7000904083251953E-5
New Minimum: 7.039088308811188 > 7.039060518145561
WOLFE (weak): th(4.308869380063768)=7.039060518145561; dx=-1.3450619004154812E-5 evalInputDelta=5.479156970977783E-5
New Minimum: 7.039060518145561 > 7.0389513075351715
WOLFE (weak): th(12.926608140191302)=7.0389513075351715; dx=-1.3452034077296971E-5 evalInputDelta=1.640021800994873E-4
New Minimum: 7.0389513075351715 > 7.038458734750748
WOLFE (weak): th(51.70643256076521)=7.038458734750748; dx=-1.3453023404838614E-5 evalInputDelta=6.565749645233154E-4
New Minimum: 7.038458734750748 > 7.035832047462463
WOLFE (weak): th(258.53216280382605)=7.035832047462463; dx=-1.3452233697579738E-5 evalInputDelta=0.003283262252807617
New Minimum: 7.035832047462463 > 7.019394427537918
WOLFE (weak): th(1551.1929768229563)=7.019394427537918; dx=-1.3470210198950732E-5 evalInputDelta=0.019720882177352905
New Minimum: 7.019394427537918 > 6.899801209568977
WOLFE (weak): th(10858.350837760694)=6.899801209568977; dx=-1.3539143920367145E-5 evalInputDelta=0.13931410014629364
New Minimum: 6.899801209568977 > 5.98417454957962
END: th(86866.80670208555)=5.98417454957962; dx=-1.083374353603455E-5 evalInputDelta=1.0549407601356506
Fitness changed from 7.039115309715271 to 5.98417454957962
Iteration 1 complete. Error: 5.98417454957962 Total: 222.4101; Orientation: 0.0548; Line Search: 166.6125
Iteration 1
Adding measurement 4259588 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.98417454957962;dx=-1.261996855788186E-5
New Minimum: 5.98417454957962 > 4.371282696723938
END: th(187148.86177126726)=4.371282696723938; dx=-6.4217290072009236E-6 evalInputDelta=1.6128918528556824
Fitness changed from 5.98417454957962 to 4.371282696723938
Iteration 2 complete. Error: 4.371282696723938 Total: 55.2780; Orientation: 0.0489; Line Search: 36.9963
Iteration 2
Adding measurement 136a6e73 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.371282696723938;dx=-6.686196671265668E-6
New Minimum: 4.371282696723938 > 2.6133687794208527
END: th(403200.00000000006)=2.6133687794208527; dx=-3.261417532101943E-6 evalInputDelta=1.7579139173030853
Fitness changed from 4.371282696723938 to 2.6133687794208527
Iteration 3 complete. Error: 2.6133687794208527 Total: 54.8499; Orientation: 0.0499; Line Search: 36.7644
Iteration 3
Adding measurement 62962670 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.296e+03, gradient 1.868e-03, dot -0.931; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.039115309715271, 5.98417454957962, 4.371282696723938, 2.6133687794208527
LBFGS Accumulation History: 3 points
Removed measurement 7fba9eb3 to history. Total: 4
th(0)=2.6133687794208527;dx=-3.4891440857402233E-6
New Minimum: 2.6133687794208527 > 0.8361104279756546
END: th(868668.0670208557)=0.8361104279756546; dx=-1.49464420282545E-6 evalInputDelta=1.777258351445198
Fitness changed from 2.6133687794208527 to 0.8361104279756546
Iteration 4 complete. Error: 0.8361104279756546 Total: 57.0723; Orientation: 1.0990; Line Search: 37.6087
Iteration 4
Adding measurement 71efe908 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.912e+03, gradient 1.293e-03, dot -0.918; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.98417454957962, 4.371282696723938, 2.6133687794208527, 0.8361104279756546
LBFGS Accumulation History: 3 points
Removed measurement 4259588 to history. Total: 4
th(0)=0.8361104279756546;dx=-1.6728512700013169E-6
New Minimum: 0.8361104279756546 > -0.7623239457607269
END: th(1871488.617712673)=-0.7623239457607269; dx=-5.843095730663043E-7 evalInputDelta=1.5984343737363815
Fitness changed from 0.8361104279756546 to -0.7623239457607269
Iteration 5 complete. Error: -0.7623239457607269 Total: 57.5529; Orientation: 1.0926; Line Search: 37.4507
Iteration 5
Adding measurement a42704b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.425e+03, gradient 8.752e-04, dot -0.886; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.371282696723938, 2.6133687794208527, 0.8361104279756546, -0.7623239457607269
LBFGS Accumulation History: 3 points
Removed measurement 136a6e73 to history. Total: 4
th(0)=-0.7623239457607269;dx=-7.659807487907417E-7
New Minimum: -0.7623239457607269 > -1.9703613966703415
END: th(4032000.0000000014)=-1.9703613966703415; dx=-1.5028694849072316E-7 evalInputDelta=1.2080374509096146
Fitness changed from -0.7623239457607269 to -1.9703613966703415
Iteration 6 complete. Error: -1.9703613966703415 Total: 57.6601; Orientation: 1.0729; Line Search: 37.8649
Adding measurement ce2af8d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.407e+03, gradient 6.278e-04, dot -0.806; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.6133687794208527, 0.8361104279756546, -0.7623239457607269, -1.9703613966703415
LBFGS Accumulation History: 3 points
Removed measurement 62962670 to history. Total: 4
th(0)=-1.9703613966703415;dx=-3.9415683429620354E-7
New Minimum: -1.9703613966703415 > -2.5507684350013733
WOLF (strong): th(8686680.670208558)=-2.5507684350013733; dx=1.7996157854946576E-8 evalInputDelta=0.5804070383310318
New Minimum: -2.5507684350013733 > -2.612932801246643
END: th(4343340.335104279)=-2.612932801246643; dx=-7.13408138155412E-8 evalInputDelta=0.6425714045763016
Fitness changed from -1.9703613966703415 to -2.612932801246643
Iteration 7 complete. Error: -2.612932801246643 Total: 75.7396; Orientation: 1.0639; Line Search: 56.4631
Adding measurement 26a2b4b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.793e+03, gradient 4.445e-04, dot -0.809; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8361104279756546, -0.7623239457607269, -1.9703613966703415, -2.612932801246643
LBFGS Accumulation History: 3 points
Removed measurement 71efe908 to history. Total: 4
th(0)=-2.612932801246643;dx=-1.9761476938805244E-7
New Minimum: -2.612932801246643 > -2.9525706321001053
WOLF (strong): th(9357443.088563366)=-2.9525706321001053; dx=3.1799371404885125E-8 evalInputDelta=0.3396378308534622
New Minimum: -2.9525706321001053 > -3.027562603354454
END: th(4678721.544281683)=-3.027562603354454; dx=-4.621973397381547E-8 evalInputDelta=0.414629802107811
Fitness changed from -2.612932801246643 to -3.027562603354454
Iteration 8 complete. Error: -3.027562603354454 Total: 77.8767; Orientation: 1.0708; Line Search: 57.9495
Adding measurement 42059e53 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.808e+03, gradient 3.765e-04, dot -0.752; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7623239457607269, -1.9703613966703415, -2.612932801246643, -3.027562603354454
LBFGS Accumulation History: 3 points
Removed measurement a42704b to history. Total: 4
th(0)=-3.027562603354454;dx=-1.4175166970562175E-7
Armijo: th(1.0080000000000004E7)=-2.9990642368793488; dx=2.653026010959611E-8 evalInputDelta=-0.028498366475105286
New Minimum: -3.027562603354454 > -3.1923287957906723
WOLF (strong): th(5040000.000000002)=-3.1923287957906723; dx=7.3163997991878005E-9 evalInputDelta=0.16476619243621826
END: th(1680000.0000000007)=-3.173105612397194; dx=-6.19371753643993E-8 evalInputDelta=0.14554300904273987
Fitness changed from -3.027562603354454 to -3.1923287957906723
Iteration 9 complete. Error: -3.1923287957906723 Total: 95.6150; Orientation: 1.0663; Line Search: 75.6821
Adding measurement 31698978 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.421e+03, gradient 5.424e-04, dot -0.517; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9703613966703415, -2.612932801246643, -3.027562603354454, -3.1923287957906723
LBFGS Accumulation History: 3 points
Removed measurement ce2af8d to history. Total: 4
th(0)=-3.1923287957906723;dx=-2.941851383928461E-7
Armijo: th(3619450.279253566)=-3.1786584109067917; dx=1.6813297375293484E-7 evalInputDelta=-0.013670384883880615
New Minimum: -3.1923287957906723 > -3.388503521680832
WOLF (strong): th(1809725.139626783)=-3.388503521680832; dx=2.1448937829963207E-8 evalInputDelta=0.1961747258901596
END: th(603241.7132089277)=-3.3231860548257828; dx=-1.6601886456400553E-7 evalInputDelta=0.13085725903511047
Fitness changed from -3.1923287957906723 to -3.388503521680832
Iteration 10 complete. Error: -3.388503521680832 Total: 96.2057; Orientation: 1.0821; Line Search: 76.4210
Iteration 10
Adding measurement 46fdc4db to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.767e+03, gradient 3.222e-04, dot -0.606; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.612932801246643, -3.027562603354454, -3.1923287957906723, -3.388503521680832
LBFGS Accumulation History: 3 points
Removed measurement 26a2b4b2 to history. Total: 4
th(0)=-3.388503521680832;dx=-1.0381601931259122E-7
New Minimum: -3.388503521680832 > -3.475514054298401
END: th(1299644.8734115786)=-3.475514054298401; dx=-4.447476976535561E-8 evalInputDelta=0.08701053261756897
Fitness changed from -3.388503521680832 to -3.475514054298401
Iteration 11 complete. Error: -3.475514054298401 Total: 57.8801; Orientation: 1.1958; Line Search: 38.2815
Adding measurement cd661f4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.582e+03, gradient 2.308e-04, dot -0.857; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.027562603354454, -3.1923287957906723, -3.388503521680832, -3.475514054298401
LBFGS Accumulation History: 3 points
Removed measurement 42059e53 to history. Total: 4
th(0)=-3.475514054298401;dx=-5.32639957316168E-8
New Minimum: -3.475514054298401 > -3.5790159106254578
END: th(2800000.0000000014)=-3.5790159106254578; dx=-3.8392971773811805E-8 evalInputDelta=0.10350185632705688
Fitness changed from -3.475514054298401 to -3.5790159106254578
Iteration 12 complete. Error: -3.5790159106254578 Total: 58.0586; Orientation: 1.1963; Line Search: 37.9391
Adding measurement 247e7a94 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.544e+03, gradient 2.106e-04, dot -0.919; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1923287957906723, -3.388503521680832, -3.475514054298401, -3.5790159106254578
LBFGS Accumulation History: 3 points
Removed measurement 31698978 to history. Total: 4
th(0)=-3.5790159106254578;dx=-4.436462443754268E-8
New Minimum: -3.5790159106254578 > -3.735640525817871
END: th(6032417.132089278)=-3.735640525817871; dx=-2.4379807577865367E-8 evalInputDelta=0.15662461519241333
Fitness changed from -3.5790159106254578 to -3.735640525817871
Iteration 13 complete. Error: -3.735640525817871 Total: 57.3977; Orientation: 1.0740; Line Search: 37.5687
Adding measurement 8953a7d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.792e+03, gradient 2.364e-04, dot -0.699; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.388503521680832, -3.475514054298401, -3.5790159106254578, -3.735640525817871
LBFGS Accumulation History: 3 points
Removed measurement 46fdc4db to history. Total: 4
th(0)=-3.735640525817871;dx=-5.589741318697638E-8
Armijo: th(1.2996448734115789E7)=-3.3758721202611923; dx=6.014325354604665E-8 evalInputDelta=-0.35976840555667877
Armijo: th(6498224.367057894)=-3.7139949798583984; dx=3.388114344543768E-8 evalInputDelta=-0.021645545959472656
New Minimum: -3.735640525817871 > -3.7935572490096092
END: th(2166074.7890192983)=-3.7935572490096092; dx=-1.3403486163025212E-8 evalInputDelta=0.05791672319173813
Fitness changed from -3.735640525817871 to -3.7935572490096092
Iteration 14 complete. Error: -3.7935572490096092 Total: 95.7528; Orientation: 1.0984; Line Search: 75.7202
Adding measurement 4690cca1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.703e+03, gradient 2.130e-04, dot -0.697; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.475514054298401, -3.5790159106254578, -3.735640525817871, -3.7935572490096092
LBFGS Accumulation History: 3 points
Removed measurement cd661f4 to history. Total: 4
th(0)=-3.7935572490096092;dx=-4.53619495756507E-8
New Minimum: -3.7935572490096092 > -3.8251329958438873
WOLF (strong): th(4666666.66666667)=-3.8251329958438873; dx=1.2847281537900997E-8 evalInputDelta=0.03157574683427811
New Minimum: -3.8251329958438873 > -3.843924932181835
END: th(2333333.333333335)=-3.843924932181835; dx=-1.0194038292542513E-8 evalInputDelta=0.05036768317222595
Fitness changed from -3.7935572490096092 to -3.843924932181835
Iteration 15 complete. Error: -3.843924932181835 Total: 76.5151; Orientation: 1.0795; Line Search: 56.9599
Iteration 15
Adding measurement 5c35dc96 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.629e+03, gradient 2.140e-04, dot -0.684; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5790159106254578, -3.735640525817871, -3.7935572490096092, -3.843924932181835
LBFGS Accumulation History: 3 points
Removed measurement 247e7a94 to history. Total: 4
th(0)=-3.843924932181835;dx=-4.5777829570264E-8
New Minimum: -3.843924932181835 > -3.850546970963478
WOLF (strong): th(5027014.276741066)=-3.850546970963478; dx=2.358958586460715E-8 evalInputDelta=0.006622038781642914
New Minimum: -3.850546970963478 > -3.8888792395591736
END: th(2513507.138370533)=-3.8888792395591736; dx=-3.8955092067238795E-9 evalInputDelta=0.04495430737733841
Fitness changed from -3.843924932181835 to -3.8888792395591736
Iteration 16 complete. Error: -3.8888792395591736 Total: 77.0195; Orientation: 1.0855; Line Search: 56.9095
Adding measurement 186ba71f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.852e+03, gradient 2.217e-04, dot -0.670; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.735640525817871, -3.7935572490096092, -3.843924932181835, -3.8888792395591736
LBFGS Accumulation History: 3 points
Removed measurement 8953a7d to history. Total: 4
th(0)=-3.8888792395591736;dx=-4.916829421499753E-8
Armijo: th(5415186.972548246)=-3.833541192114353; dx=4.284491528040355E-8 evalInputDelta=-0.055338047444820404
New Minimum: -3.8888792395591736 > -3.9272061437368393
WOLF (strong): th(2707593.486274123)=-3.9272061437368393; dx=9.084676629749965E-9 evalInputDelta=0.03832690417766571
END: th(902531.1620913744)=-3.919188067317009; dx=-2.6556388572101184E-8 evalInputDelta=0.030308827757835388
Fitness changed from -3.8888792395591736 to -3.9272061437368393
Iteration 17 complete. Error: -3.9272061437368393 Total: 95.3638; Orientation: 1.2012; Line Search: 75.9069
Adding measurement 30358fe2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.713e+03, gradient 2.627e-04, dot -0.588; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7935572490096092, -3.843924932181835, -3.8888792395591736, -3.9272061437368393
LBFGS Accumulation History: 3 points
Removed measurement 4690cca1 to history. Total: 4
th(0)=-3.9272061437368393;dx=-6.902385790404063E-8
New Minimum: -3.9272061437368393 > -3.972287319600582
WOLF (strong): th(1944444.4444444461)=-3.972287319600582; dx=7.104224026325681E-9 evalInputDelta=0.04508117586374283
END: th(972222.2222222231)=-3.967534676194191; dx=-2.6658726933957235E-8 evalInputDelta=0.040328532457351685
Fitness changed from -3.9272061437368393 to -3.972287319600582
Iteration 18 complete. Error: -3.972287319600582 Total: 77.2013; Orientation: 1.2134; Line Search: 57.2752
Adding measurement 6c5fd24e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.320e+03, gradient 2.026e-04, dot -0.711; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.843924932181835, -3.8888792395591736, -3.9272061437368393, -3.972287319600582
LBFGS Accumulation History: 3 points
Removed measurement 5c35dc96 to history. Total: 4
th(0)=-3.972287319600582;dx=-4.104117062194152E-8
New Minimum: -3.972287319600582 > -4.011519521474838
END: th(2094589.2819754444)=-4.011519521474838; dx=-5.097236809668451E-9 evalInputDelta=0.039232201874256134
Fitness changed from -3.972287319600582 to -4.011519521474838
Iteration 19 complete. Error: -4.011519521474838 Total: 58.8027; Orientation: 1.2729; Line Search: 38.3976
Adding measurement 6033f263 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.096e+03, gradient 1.818e-04, dot -0.740; [0a63d718-6939-4a12-a216-d16618212b64 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8888792395591736, -3.9272061437368393, -3.972287319600582, -4.011519521474838
LBFGS Accumulation History: 3 points
Removed measurement 186ba71f to history. Total: 4
th(0)=-4.011519521474838;dx=-3.3061236014572285E-8
New Minimum: -4.011519521474838 > -4.033132299780846
WOLF (strong): th(4512655.810456873)=-4.033132299780846; dx=1.0792770879699723E-8 evalInputDelta=0.021612778306007385
New Minimum: -4.033132299780846 > -4.045511871576309
END: th(2256327.9052284365)=-4.045511871576309; dx=-8.077680914477114E-9 evalInputDelta=0.03399235010147095
Fitness changed from -4.011519521474838 to -4.045511871576309
Iteration 20 complete. Error: -4.045511871576309 Total: 76.5162; Orientation: 1.0980; Line Search: 56.9959
Iteration 20
Final threshold in iteration 21: -4.045511871576309 (> -Infinity) after 1579.792s (< 3600.000s)