Reset training subject: 530732155143099
Reset training subject: 530734674464400
Adding measurement 1e306f66 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.208980359137058;dx=-1.0686458216123393E-6
New Minimum: 9.208980359137058 > 9.208973882254213
WOLFE (weak): th(2.154434690031884)=9.208973882254213; dx=-1.1105151462107717E-6 evalInputDelta=6.476882845163345E-6
New Minimum: 9.208973882254213 > 9.208967450540513
WOLFE (weak): th(4.308869380063768)=9.208967450540513; dx=-1.0661621591237148E-6 evalInputDelta=1.290859654545784E-5
New Minimum: 9.208967450540513 > 9.208941801916808
WOLFE (weak): th(12.926608140191302)=9.208941801916808; dx=-1.0770247544812056E-6 evalInputDelta=3.855722025036812E-5
New Minimum: 9.208941801916808 > 9.208826176822186
WOLFE (weak): th(51.70643256076521)=9.208826176822186; dx=-1.0455133086528748E-6 evalInputDelta=1.541823148727417E-4
New Minimum: 9.208826176822186 > 9.20820935163647
WOLFE (weak): th(258.53216280382605)=9.20820935163647; dx=-1.1180381337528686E-6 evalInputDelta=7.710075005888939E-4
New Minimum: 9.20820935163647 > 9.204322193749249
WOLFE (weak): th(1551.1929768229563)=9.204322193749249; dx=-1.0918791739392702E-6 evalInputDelta=0.004658165387809277
New Minimum: 9.204322193749249 > 9.175233030691743
WOLFE (weak): th(10858.350837760694)=9.175233030691743; dx=-1.1230076772818645E-6 evalInputDelta=0.03374732844531536
New Minimum: 9.175233030691743 > 8.90040111914277
WOLFE (weak): th(86866.80670208555)=8.90040111914277; dx=-1.3332952426011307E-6 evalInputDelta=0.3085792399942875
New Minimum: 8.90040111914277 > 7.206730101257563
END: th(781801.26031877)=7.206730101257563; dx=-5.06524606405826E-7 evalInputDelta=2.0022502578794956
Fitness changed from 9.208980359137058 to 7.206730101257563
Iteration 1 complete. Error: 7.206730101257563 Total: 31.7384; Orientation: 0.0032; Line Search: 24.3684
Adding measurement 167b27db to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.206730101257563;dx=-2.1883169686392363E-6
New Minimum: 7.206730101257563 > 4.103540554642677
END: th(1684339.7559414052)=4.103540554642677; dx=-3.1417479006325073E-7 evalInputDelta=3.1031895466148853
Fitness changed from 7.206730101257563 to 4.103540554642677
Iteration 2 complete. Error: 4.103540554642677 Total: 7.0271; Orientation: 0.0017; Line Search: 4.6209
Adding measurement 4dc0094b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.103540554642677;dx=-1.1679010332500294E-6
New Minimum: 4.103540554642677 > 2.392609730362892
WOLF (strong): th(3628800.0)=2.392609730362892; dx=2.3021001856340614E-7 evalInputDelta=1.7109308242797852
New Minimum: 2.392609730362892 > 1.73190239071846
END: th(1814400.0)=1.73190239071846; dx=-7.591695972568374E-8 evalInputDelta=2.3716381639242172
Fitness changed from 4.103540554642677 to 1.73190239071846
Iteration 3 complete. Error: 1.73190239071846 Total: 9.2674; Orientation: 0.0015; Line Search: 6.9242
Adding measurement 73b0716f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.925e+03, gradient 9.066e-04, dot -0.215; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.73190239071846, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 73b0716f to history. Total: 3
th(0)=1.73190239071846;dx=-5.647890525438021E-7
New Minimum: 1.73190239071846 > 1.0127739012241364
WOLF (strong): th(3909006.30159385)=1.0127739012241364; dx=5.3065093949591934E-8 evalInputDelta=0.7191284894943237
New Minimum: 1.0127739012241364 > 0.8185526430606842
END: th(1954503.150796925)=0.8185526430606842; dx=-5.864807197701456E-8 evalInputDelta=0.9133497476577759
Fitness changed from 1.73190239071846 to 0.8185526430606842
Iteration 4 complete. Error: 0.8185526430606842 Total: 9.3364; Orientation: 0.0218; Line Search: 6.9700
Adding measurement 507ffacc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.573e+03, gradient 5.343e-04, dot -0.241; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8185526430606842, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 507ffacc to history. Total: 3
th(0)=0.8185526430606842;dx=-2.1421708330309653E-7
New Minimum: 0.8185526430606842 > 0.7053947597742081
WOLF (strong): th(4210849.389853513)=0.7053947597742081; dx=5.934549448940977E-8 evalInputDelta=0.11315788328647614
New Minimum: 0.7053947597742081 > 0.33540453016757965
END: th(2105424.6949267564)=0.33540453016757965; dx=-1.1593933050562993E-8 evalInputDelta=0.48314811289310455
Fitness changed from 0.8185526430606842 to 0.33540453016757965
Iteration 5 complete. Error: 0.33540453016757965 Total: 9.3509; Orientation: 0.0228; Line Search: 7.0490
Adding measurement 17cb71b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.830e+02, gradient 6.372e-04, dot -0.314; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.33540453016757965, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 17cb71b2 to history. Total: 3
th(0)=0.33540453016757965;dx=-2.807595653373677E-7
Armijo: th(4536000.0)=0.509073406457901; dx=3.6926814731432886E-8 evalInputDelta=-0.17366887629032135
New Minimum: 0.33540453016757965 > 0.1083037257194519
WOLF (strong): th(2268000.0)=0.1083037257194519; dx=2.3596568174229758E-8 evalInputDelta=0.22710080444812775
New Minimum: 0.1083037257194519 > 0.06833091378211975
END: th(756000.0)=0.06833091378211975; dx=-8.487354849181319E-8 evalInputDelta=0.2670736163854599
Fitness changed from 0.33540453016757965 to 0.06833091378211975
Iteration 6 complete. Error: 0.06833091378211975 Total: 11.7449; Orientation: 0.0224; Line Search: 9.2619
Adding measurement 15460b98 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.150e+03, gradient 3.781e-04, dot -0.280; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.06833091378211975, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 15460b98 to history. Total: 3
th(0)=0.06833091378211975;dx=-9.616829236579857E-8
New Minimum: 0.06833091378211975 > -0.16250115633010864
END: th(1628752.6256641042)=-0.16250115633010864; dx=-5.99447697011491E-8 evalInputDelta=0.2308320701122284
Fitness changed from 0.06833091378211975 to -0.16250115633010864
Iteration 7 complete. Error: -0.16250115633010864 Total: 7.0084; Orientation: 0.0226; Line Search: 4.6230
Adding measurement 64a7409e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.026e+03, gradient 3.459e-04, dot -0.290; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.16250115633010864, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 64a7409e to history. Total: 3
th(0)=-0.16250115633010864;dx=-7.751938515569706E-8
New Minimum: -0.16250115633010864 > -0.46455664187669754
END: th(3509041.1582112615)=-0.46455664187669754; dx=-2.916025388559658E-8 evalInputDelta=0.3020554855465889
Fitness changed from -0.16250115633010864 to -0.46455664187669754
Iteration 8 complete. Error: -0.46455664187669754 Total: 6.9798; Orientation: 0.0221; Line Search: 4.6649
Adding measurement 631f8fdd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.538e+02, gradient 3.687e-04, dot -0.276; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.46455664187669754, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 631f8fdd to history. Total: 3
th(0)=-0.46455664187669754;dx=-9.077153102598778E-8
Armijo: th(7560000.000000002)=-0.3062693476676941; dx=2.316045928907328E-8 evalInputDelta=-0.15828729420900345
New Minimum: -0.46455664187669754 > -0.6607030108571053
END: th(3780000.000000001)=-0.6607030108571053; dx=-4.954807646178493E-9 evalInputDelta=0.19614636898040771
Fitness changed from -0.46455664187669754 to -0.6607030108571053
Iteration 9 complete. Error: -0.6607030108571053 Total: 9.5043; Orientation: 0.0231; Line Search: 7.1022
Adding measurement c0a9376 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.083e+03, gradient 3.305e-04, dot -0.254; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6607030108571053, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement c0a9376 to history. Total: 3
th(0)=-0.6607030108571053;dx=-6.847455129390723E-8
Armijo: th(8143763.128320523)=-0.4724113494157791; dx=2.9668225439617425E-8 evalInputDelta=-0.18829166144132614
New Minimum: -0.6607030108571053 > -0.8653291612863541
END: th(4071881.5641602613)=-0.8653291612863541; dx=-4.224826861441749E-9 evalInputDelta=0.2046261504292488
Fitness changed from -0.6607030108571053 to -0.8653291612863541
Iteration 10 complete. Error: -0.8653291612863541 Total: 9.5040; Orientation: 0.0279; Line Search: 7.1190
Adding measurement 4c8f2ac3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.734e+02, gradient 2.992e-04, dot -0.278; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8653291612863541, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 4c8f2ac3 to history. Total: 3
th(0)=-0.8653291612863541;dx=-6.133877993924816E-8
Armijo: th(8772602.895528154)=-0.7024590820074081; dx=1.9215941848979008E-8 evalInputDelta=-0.16287007927894592
New Minimum: -0.8653291612863541 > -1.0267706215381622
END: th(4386301.447764077)=-1.0267706215381622; dx=-6.780142195968534E-9 evalInputDelta=0.16144146025180817
Fitness changed from -0.8653291612863541 to -1.0267706215381622
Iteration 11 complete. Error: -1.0267706215381622 Total: 10.6468; Orientation: 0.0278; Line Search: 8.2588
Adding measurement 1e8633c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.966e+02, gradient 2.901e-04, dot -0.236; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0267706215381622, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 1e8633c7 to history. Total: 3
th(0)=-1.0267706215381622;dx=-4.8810499214005794E-8
Armijo: th(9450000.000000004)=-0.7179145812988281; dx=2.917744775167528E-8 evalInputDelta=-0.3088560402393341
New Minimum: -1.0267706215381622 > -1.1341263949871063
WOLF (strong): th(4725000.000000002)=-1.1341263949871063; dx=6.898751878589732E-9 evalInputDelta=0.10735577344894409
New Minimum: -1.1341263949871063 > -1.1491258665919304
END: th(1575000.0000000007)=-1.1491258665919304; dx=-2.5474941907935065E-8 evalInputDelta=0.12235524505376816
Fitness changed from -1.0267706215381622 to -1.1491258665919304
Iteration 12 complete. Error: -1.1491258665919304 Total: 11.8496; Orientation: 0.0232; Line Search: 9.3531
Adding measurement 19f02a07 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.017e+03, gradient 2.565e-04, dot -0.268; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1491258665919304, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 19f02a07 to history. Total: 3
th(0)=-1.1491258665919304;dx=-3.2421706320386854E-8
New Minimum: -1.1491258665919304 > -1.2567176669836044
END: th(3393234.6368002184)=-1.2567176669836044; dx=-5.012235048452765E-9 evalInputDelta=0.10759180039167404
Fitness changed from -1.1491258665919304 to -1.2567176669836044
Iteration 13 complete. Error: -1.2567176669836044 Total: 6.9924; Orientation: 0.0250; Line Search: 4.6330
Adding measurement 6a2d68e3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.834e+02, gradient 2.898e-04, dot -0.251; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2567176669836044, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 6a2d68e3 to history. Total: 3
th(0)=-1.2567176669836044;dx=-5.640379958541852E-8
Armijo: th(7310502.412940131)=-0.8628638759255409; dx=3.2331992998799055E-8 evalInputDelta=-0.3938537910580635
Armijo: th(3655251.2064700653)=-1.2532366514205933; dx=1.6118772524903734E-8 evalInputDelta=-0.0034810155630111694
New Minimum: -1.2567176669836044 > -1.335891678929329
END: th(1218417.068823355)=-1.335891678929329; dx=-1.9834975192324304E-8 evalInputDelta=0.07917401194572449
Fitness changed from -1.2567176669836044 to -1.335891678929329
Iteration 14 complete. Error: -1.335891678929329 Total: 11.6929; Orientation: 0.0231; Line Search: 9.3294
Adding measurement bd01803 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.107e+03, gradient 2.137e-04, dot -0.301; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.335891678929329, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement bd01803 to history. Total: 3
th(0)=-1.335891678929329;dx=-2.801547258858337E-8
New Minimum: -1.335891678929329 > -1.4151865020394325
END: th(2625000.0000000014)=-1.4151865020394325; dx=-1.273722503790965E-8 evalInputDelta=0.07929482311010361
Fitness changed from -1.335891678929329 to -1.4151865020394325
Iteration 15 complete. Error: -1.4151865020394325 Total: 6.9208; Orientation: 0.0223; Line Search: 4.6496
Adding measurement 6bc19981 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.030e+03, gradient 2.150e-04, dot -0.279; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4151865020394325, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 6bc19981 to history. Total: 3
th(0)=-1.4151865020394325;dx=-2.8182586567506554E-8
Armijo: th(5655391.061333698)=-1.4052837416529655; dx=3.6475938904962025E-9 evalInputDelta=-0.00990276038646698
New Minimum: -1.4151865020394325 > -1.4639711678028107
END: th(2827695.530666849)=-1.4639711678028107; dx=-5.695470047548428E-9 evalInputDelta=0.04878466576337814
Fitness changed from -1.4151865020394325 to -1.4639711678028107
Iteration 16 complete. Error: -1.4639711678028107 Total: 9.3271; Orientation: 0.0223; Line Search: 6.9551
Adding measurement 59171b78 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.033e+03, gradient 2.107e-04, dot -0.270; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4639711678028107, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 59171b78 to history. Total: 3
th(0)=-1.4639711678028107;dx=-2.7165987631493885E-8
Armijo: th(6092085.344116776)=-1.327801402658224; dx=1.8189698726068092E-8 evalInputDelta=-0.13616976514458656
New Minimum: -1.4639711678028107 > -1.5044625476002693
WOLF (strong): th(3046042.672058388)=-1.5044625476002693; dx=4.48905129127136E-9 evalInputDelta=0.04049137979745865
New Minimum: -1.5044625476002693 > -1.5055537670850754
END: th(1015347.5573527961)=-1.5055537670850754; dx=-1.5130551673543048E-8 evalInputDelta=0.04158259928226471
Fitness changed from -1.4639711678028107 to -1.5055537670850754
Iteration 17 complete. Error: -1.5055537670850754 Total: 12.0255; Orientation: 0.0224; Line Search: 9.6477
Adding measurement 1e2fe282 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.201e+03, gradient 1.969e-04, dot -0.305; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5055537670850754, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 1e2fe282 to history. Total: 3
th(0)=-1.5055537670850754;dx=-1.867973109495088E-8
New Minimum: -1.5055537670850754 > -1.5536658316850662
END: th(2187500.0000000014)=-1.5536658316850662; dx=-9.816485087382115E-9 evalInputDelta=0.048112064599990845
Fitness changed from -1.5055537670850754 to -1.5536658316850662
Iteration 18 complete. Error: -1.5536658316850662 Total: 7.1466; Orientation: 0.0226; Line Search: 4.6761
Adding measurement 2c784221 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.710e+02, gradient 1.914e-04, dot -0.283; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5536658316850662, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 2c784221 to history. Total: 3
th(0)=-1.5536658316850662;dx=-2.0063474700418292E-8
New Minimum: -1.5536658316850662 > -1.5821202173829079
END: th(4712825.884444749)=-1.5821202173829079; dx=-2.6417101718988234E-9 evalInputDelta=0.028454385697841644
Fitness changed from -1.5536658316850662 to -1.5821202173829079
Iteration 19 complete. Error: -1.5821202173829079 Total: 6.9843; Orientation: 0.0232; Line Search: 4.6200
Adding measurement 45ef70a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.281e+02, gradient 2.088e-04, dot -0.237; [9f339a02-d28f-4e96-832d-ccf1db4b51f0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5821202173829079, 4.103540554642677, 7.206730101257563, 9.208980359137058
LBFGS Accumulation History: 3 points
Removed measurement 45ef70a6 to history. Total: 3
th(0)=-1.5821202173829079;dx=-2.6666323180928007E-8
Armijo: th(1.0153475573527962E7)=-1.4060536921024323; dx=1.4599332709602448E-8 evalInputDelta=-0.17606652528047562
New Minimum: -1.5821202173829079 > -1.6417728252708912
WOLF (strong): th(5076737.786763981)=-1.6417728252708912; dx=6.818239778321527E-10 evalInputDelta=0.05965260788798332
New Minimum: -1.6417728252708912 > -1.6467760056257248
END: th(1692245.928921327)=-1.6467760056257248; dx=-1.3668021126147085E-8 evalInputDelta=0.06465578824281693
Fitness changed from -1.5821202173829079 to -1.6467760056257248
Iteration 20 complete. Error: -1.6467760056257248 Total: 12.7992; Orientation: 0.0237; Line Search: 9.2744
Final threshold in iteration 21: -1.6467760056257248 (> -Infinity) after 207.847s (< 5400.000s)
