Reset training subject: 448859250057200
Reset training subject: 448884919960800
Adding measurement 448dc79f to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.126770678907633;dx=-9.680981260941012E-6
New Minimum: 6.126770678907633 > 6.1267557926476
WOLFE (weak): th(2.154434690031884)=6.1267557926476; dx=-9.663467534486775E-6 evalInputDelta=1.4886260032653809E-5
New Minimum: 6.1267557926476 > 6.12674080953002
WOLFE (weak): th(4.308869380063768)=6.12674080953002; dx=-9.659132634755618E-6 evalInputDelta=2.9869377613067627E-5
New Minimum: 6.12674080953002 > 6.126681186258793
WOLFE (weak): th(12.926608140191302)=6.126681186258793; dx=-9.662696484409673E-6 evalInputDelta=8.949264883995056E-5
New Minimum: 6.126681186258793 > 6.126412495970726
WOLFE (weak): th(51.70643256076521)=6.126412495970726; dx=-9.661630790110706E-6 evalInputDelta=3.581829369068146E-4
New Minimum: 6.126412495970726 > 6.124979853630066
WOLFE (weak): th(258.53216280382605)=6.124979853630066; dx=-9.659217486530855E-6 evalInputDelta=0.0017908252775669098
New Minimum: 6.124979853630066 > 6.116036783903837
WOLFE (weak): th(1551.1929768229563)=6.116036783903837; dx=-9.64098500414433E-6 evalInputDelta=0.010733895003795624
New Minimum: 6.116036783903837 > 6.05205899849534
WOLFE (weak): th(10858.350837760694)=6.05205899849534; dx=-9.536950390114661E-6 evalInputDelta=0.07471168041229248
New Minimum: 6.05205899849534 > 5.558702010661364
END: th(86866.80670208555)=5.558702010661364; dx=-8.599787957453016E-6 evalInputDelta=0.5680686682462692
Fitness changed from 6.126770678907633 to 5.558702010661364
Iteration 1 complete. Error: 5.558702010661364 Total: 305.1301; Orientation: 0.0061; Line Search: 228.6624
Adding measurement 7931e68c to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.558702010661364;dx=-7.974213369621686E-6
New Minimum: 5.558702010661364 > 4.611604515463114
END: th(187148.86177126726)=4.611604515463114; dx=-6.230672250202846E-6 evalInputDelta=0.9470974951982498
Fitness changed from 5.558702010661364 to 4.611604515463114
Iteration 2 complete. Error: 4.611604515463114 Total: 75.7336; Orientation: 0.0058; Line Search: 50.4355
Adding measurement 6e0c542f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.611604515463114;dx=-5.594722381438104E-6
New Minimum: 4.611604515463114 > 3.37516787648201
END: th(403200.00000000006)=3.37516787648201; dx=-3.4072702909655023E-6 evalInputDelta=1.236436638981104
Fitness changed from 4.611604515463114 to 3.37516787648201
Iteration 3 complete. Error: 3.37516787648201 Total: 76.4110; Orientation: 0.0055; Line Search: 50.5632
Adding measurement 369e49c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.108e+03, gradient 1.820e-03, dot -0.851; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.37516787648201, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 369e49c8 to history. Total: 3
th(0)=3.37516787648201;dx=-3.3115625198782096E-6
New Minimum: 3.37516787648201 > 2.155054446309805
END: th(868668.0670208557)=2.155054446309805; dx=-1.419760663261713E-6 evalInputDelta=1.220113430172205
Fitness changed from 3.37516787648201 to 2.155054446309805
Iteration 4 complete. Error: 2.155054446309805 Total: 75.9781; Orientation: 0.0942; Line Search: 50.5861
Adding measurement 85c2ef6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.170e+03, gradient 1.408e-03, dot -0.672; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.155054446309805, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 85c2ef6 to history. Total: 3
th(0)=2.155054446309805;dx=-1.977681991507606E-6
New Minimum: 2.155054446309805 > 1.3194734193384647
END: th(1871488.617712673)=1.3194734193384647; dx=-2.9242535188414136E-7 evalInputDelta=0.8355810269713402
Fitness changed from 2.155054446309805 to 1.3194734193384647
Iteration 5 complete. Error: 1.3194734193384647 Total: 76.6493; Orientation: 0.0990; Line Search: 51.0670
Adding measurement 389963e6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.309e+03, gradient 1.206e-03, dot -0.466; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3194734193384647, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 389963e6 to history. Total: 3
th(0)=1.3194734193384647;dx=-1.4532246103184709E-6
Armijo: th(4032000.0000000014)=1.7075828276574612; dx=4.281153551676368E-7 evalInputDelta=-0.38810940831899643
New Minimum: 1.3194734193384647 > 0.7757244035601616
WOLF (strong): th(2016000.0000000007)=0.7757244035601616; dx=9.160339066544628E-8 evalInputDelta=0.5437490157783031
END: th(672000.0000000002)=0.830029234290123; dx=-7.456898349711328E-7 evalInputDelta=0.48944418504834175
Fitness changed from 1.3194734193384647 to 0.7757244035601616
Iteration 6 complete. Error: 0.7757244035601616 Total: 126.5664; Orientation: 0.0897; Line Search: 101.1213
Adding measurement 5edbc0c3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.091e+03, gradient 1.113e-03, dot -0.409; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7757244035601616, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 5edbc0c3 to history. Total: 3
th(0)=0.7757244035601616;dx=-1.2354111262501146E-6
New Minimum: 0.7757244035601616 > 0.28166110068559647
END: th(1447780.1117014263)=0.28166110068559647; dx=-5.841680226032156E-8 evalInputDelta=0.4940633028745651
Fitness changed from 0.7757244035601616 to 0.28166110068559647
Iteration 7 complete. Error: 0.28166110068559647 Total: 76.5079; Orientation: 0.0878; Line Search: 51.1351
Adding measurement 6b6b9148 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.001e+03, gradient 7.914e-04, dot -0.429; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.28166110068559647, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 6b6b9148 to history. Total: 3
th(0)=0.28166110068559647;dx=-6.260305526284024E-7
New Minimum: 0.28166110068559647 > 0.2758849821984768
WOLF (strong): th(3119147.6961877886)=0.2758849821984768; dx=3.2699785026970094E-7 evalInputDelta=0.005776118487119675
New Minimum: 0.2758849821984768 > -0.03804945945739746
END: th(1559573.8480938943)=-0.03804945945739746; dx=-6.216047986444446E-8 evalInputDelta=0.3197105601429939
Fitness changed from 0.28166110068559647 to -0.03804945945739746
Iteration 8 complete. Error: -0.03804945945739746 Total: 101.7809; Orientation: 0.0915; Line Search: 76.4663
Adding measurement 278e989a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.210e+03, gradient 7.313e-04, dot -0.415; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.03804945945739746, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 278e989a to history. Total: 3
th(0)=-0.03804945945739746;dx=-5.345472436849675E-7
Armijo: th(3360000.0000000014)=0.29206113517284393; dx=3.132577174318215E-7 evalInputDelta=-0.3301105946302414
New Minimum: -0.03804945945739746 > -0.14354348927736282
WOLF (strong): th(1680000.0000000007)=-0.14354348927736282; dx=1.0312133968491034E-7 evalInputDelta=0.10549402981996536
New Minimum: -0.14354348927736282 > -0.16496110707521439
END: th(560000.0000000002)=-0.16496110707521439; dx=-2.6824337962574903E-7 evalInputDelta=0.12691164761781693
Fitness changed from -0.03804945945739746 to -0.16496110707521439
Iteration 9 complete. Error: -0.16496110707521439 Total: 127.2503; Orientation: 0.0885; Line Search: 102.1683
Adding measurement 652d5c73 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.242e+03, gradient 5.074e-04, dot -0.519; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.16496110707521439, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 652d5c73 to history. Total: 3
th(0)=-0.16496110707521439;dx=-2.562303770705572E-7
New Minimum: -0.16496110707521439 > -0.30080781131982803
END: th(1206483.4264178555)=-0.30080781131982803; dx=-1.7312261377831518E-7 evalInputDelta=0.13584670424461365
Fitness changed from -0.16496110707521439 to -0.30080781131982803
Iteration 10 complete. Error: -0.30080781131982803 Total: 76.2207; Orientation: 0.0876; Line Search: 50.8853
Adding measurement 160bbf99 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.295e+03, gradient 4.643e-04, dot -0.532; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.30080781131982803, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 160bbf99 to history. Total: 3
th(0)=-0.30080781131982803;dx=-2.1541783902858112E-7
New Minimum: -0.30080781131982803 > -0.44818100333213806
END: th(2599289.7468231576)=-0.44818100333213806; dx=-7.817970187861346E-8 evalInputDelta=0.14737319201231003
Fitness changed from -0.30080781131982803 to -0.44818100333213806
Iteration 11 complete. Error: -0.44818100333213806 Total: 76.6888; Orientation: 0.0869; Line Search: 51.1415
Adding measurement 36439966 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.280e+03, gradient 5.532e-04, dot -0.413; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.44818100333213806, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 36439966 to history. Total: 3
th(0)=-0.44818100333213806;dx=-3.057638156939989E-7
Armijo: th(5600000.000000004)=-0.04744983837008476; dx=1.1118868140521914E-7 evalInputDelta=-0.4007311649620533
Armijo: th(2800000.000000002)=-0.4312971159815788; dx=6.416889946783353E-8 evalInputDelta=-0.016883887350559235
New Minimum: -0.44818100333213806 > -0.5568795464932919
END: th(933333.333333334)=-0.5568795464932919; dx=-9.488917787727567E-8 evalInputDelta=0.1086985431611538
Fitness changed from -0.44818100333213806 to -0.5568795464932919
Iteration 12 complete. Error: -0.5568795464932919 Total: 127.1797; Orientation: 0.0931; Line Search: 101.4814
Adding measurement 2e6fc4c2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.224e+03, gradient 4.222e-04, dot -0.473; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5568795464932919, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 2e6fc4c2 to history. Total: 3
th(0)=-0.5568795464932919;dx=-1.7809465475620015E-7
New Minimum: -0.5568795464932919 > -0.6317622698843479
END: th(2010805.7106964262)=-0.6317622698843479; dx=-3.19066142728796E-8 evalInputDelta=0.07488272339105606
Fitness changed from -0.5568795464932919 to -0.6317622698843479
Iteration 13 complete. Error: -0.6317622698843479 Total: 76.4256; Orientation: 0.0882; Line Search: 50.4702
Adding measurement 2ca6f3dd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.316e+03, gradient 5.247e-04, dot -0.394; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6317622698843479, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 2ca6f3dd to history. Total: 3
th(0)=-0.6317622698843479;dx=-2.7520573642386125E-7
Armijo: th(4332149.578038597)=-0.2512878067791462; dx=1.9045209243005825E-7 evalInputDelta=-0.3804744631052017
Armijo: th(2166074.7890192983)=-0.6181016899645329; dx=1.117384643834149E-7 evalInputDelta=-0.013660579919815063
New Minimum: -0.6317622698843479 > -0.7118835896253586
END: th(722024.9296730994)=-0.7118835896253586; dx=-8.72020582418744E-8 evalInputDelta=0.08012131974101067
Fitness changed from -0.6317622698843479 to -0.7118835896253586
Iteration 14 complete. Error: -0.7118835896253586 Total: 127.0812; Orientation: 0.0874; Line Search: 101.6619
Adding measurement 5d21f221 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.245e+03, gradient 3.589e-04, dot -0.487; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7118835896253586, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 5d21f221 to history. Total: 3
th(0)=-0.7118835896253586;dx=-1.2837216706580824E-7
New Minimum: -0.7118835896253586 > -0.7712669111788273
END: th(1555555.5555555567)=-0.7712669111788273; dx=-6.089749024025176E-8 evalInputDelta=0.059383321553468704
Fitness changed from -0.7118835896253586 to -0.7712669111788273
Iteration 15 complete. Error: -0.7712669111788273 Total: 76.1494; Orientation: 0.0880; Line Search: 50.7997
Adding measurement 161d2ab7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.310e+03, gradient 3.826e-04, dot -0.458; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7712669111788273, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 161d2ab7 to history. Total: 3
th(0)=-0.7712669111788273;dx=-1.461761871310073E-7
Armijo: th(3351342.8511607107)=-0.7481791786849499; dx=3.5358145295086845E-8 evalInputDelta=-0.02308773249387741
New Minimum: -0.7712669111788273 > -0.8108787946403027
END: th(1675671.4255803553)=-0.8108787946403027; dx=-1.1097569211249216E-8 evalInputDelta=0.03961188346147537
Fitness changed from -0.7712669111788273 to -0.8108787946403027
Iteration 16 complete. Error: -0.8108787946403027 Total: 101.5203; Orientation: 0.0881; Line Search: 76.3371
Adding measurement 1bb7784d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.277e+03, gradient 4.539e-04, dot -0.376; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8108787946403027, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 1bb7784d to history. Total: 3
th(0)=-0.8108787946403027;dx=-2.058460064199975E-7
Armijo: th(3610124.6483654976)=-0.5601003095507622; dx=1.8395749066343518E-7 evalInputDelta=-0.2507784850895405
New Minimum: -0.8108787946403027 > -0.8295161053538322
WOLF (strong): th(1805062.3241827488)=-0.8295161053538322; dx=8.409326541877581E-8 evalInputDelta=0.018637310713529587
New Minimum: -0.8295161053538322 > -0.8607249371707439
END: th(601687.4413942496)=-0.8607249371707439; dx=-9.83388508445183E-8 evalInputDelta=0.049846142530441284
Fitness changed from -0.8108787946403027 to -0.8607249371707439
Iteration 17 complete. Error: -0.8607249371707439 Total: 127.3770; Orientation: 0.0897; Line Search: 101.8237
Adding measurement 6a64d712 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.256e+03, gradient 3.136e-04, dot -0.486; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8607249371707439, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 6a64d712 to history. Total: 3
th(0)=-0.8607249371707439;dx=-9.824245249635653E-8
New Minimum: -0.8607249371707439 > -0.9046664014458656
END: th(1296296.2962962973)=-0.9046664014458656; dx=-5.353966701701554E-8 evalInputDelta=0.04394146427512169
Fitness changed from -0.8607249371707439 to -0.9046664014458656
Iteration 18 complete. Error: -0.9046664014458656 Total: 76.0868; Orientation: 0.0883; Line Search: 50.4722
Adding measurement 1fa01aaf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.294e+03, gradient 3.086e-04, dot -0.482; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9046664014458656, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 1fa01aaf to history. Total: 3
th(0)=-0.9046664014458656;dx=-9.515744919471653E-8
New Minimum: -0.9046664014458656 > -0.9362472854554653
END: th(2792785.7093005925)=-0.9362472854554653; dx=-2.1170525427682813E-8 evalInputDelta=0.031580884009599686
Fitness changed from -0.9046664014458656 to -0.9362472854554653
Iteration 19 complete. Error: -0.9362472854554653 Total: 76.7755; Orientation: 0.0910; Line Search: 51.3557
Adding measurement 6b365ade to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.354e+03, gradient 3.967e-04, dot -0.383; [5818dbfe-6118-4779-bfa8-d86aed7af027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9362472854554653, 4.611604515463114, 5.558702010661364, 6.126770678907633
LBFGS Accumulation History: 3 points
Removed measurement 6b365ade to history. Total: 3
th(0)=-0.9362472854554653;dx=-1.5724764911705085E-7
Armijo: th(6016874.413942497)=-0.5417187288403511; dx=1.3462295690575594E-7 evalInputDelta=-0.3945285566151142
Armijo: th(3008437.2069712486)=-0.9052138589322567; dx=8.780208864174407E-8 evalInputDelta=-0.031033426523208618
New Minimum: -0.9362472854554653 > -0.9961873888969421
END: th(1002812.4023237495)=-0.9961873888969421; dx=-5.019121704212988E-8 evalInputDelta=0.05994010344147682
Fitness changed from -0.9362472854554653 to -0.9961873888969421
Iteration 20 complete. Error: -0.9961873888969421 Total: 126.8824; Orientation: 0.0910; Line Search: 101.4028
Final threshold in iteration 21: -0.9961873888969421 (> -Infinity) after 2110.394s (< 5400.000s)
