Reset training subject: 1682094573142
Reset training subject: 1706095636716
Adding measurement 1986fbca to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.061507642269135;dx=-2.0942752061303436E-4
New Minimum: 9.061507642269135 > 9.060915637761354
WOLFE (weak): th(2.154434690031884)=9.060915637761354; dx=-2.08742970897179E-4 evalInputDelta=5.920045077800751E-4
New Minimum: 9.060915637761354 > 9.060326341539621
WOLFE (weak): th(4.308869380063768)=9.060326341539621; dx=-1.961831747861615E-4 evalInputDelta=0.0011813007295131683
New Minimum: 9.060326341539621 > 9.05796167254448
WOLFE (weak): th(12.926608140191302)=9.05796167254448; dx=-2.0624279285044928E-4 evalInputDelta=0.0035459697246551514
New Minimum: 9.05796167254448 > 9.047359708696604
WOLFE (weak): th(51.70643256076521)=9.047359708696604; dx=-2.0830217157240152E-4 evalInputDelta=0.014147933572530746
New Minimum: 9.047359708696604 > 8.990163054317236
WOLFE (weak): th(258.53216280382605)=8.990163054317236; dx=-2.1718283428895257E-4 evalInputDelta=0.07134458795189857
New Minimum: 8.990163054317236 > 8.660733863711357
END: th(1551.1929768229563)=8.660733863711357; dx=-1.7068706643783455E-4 evalInputDelta=0.4007737785577774
Fitness changed from 9.061507642269135 to 8.660733863711357
Iteration 1 complete. Error: 8.660733863711357 Total: 189.9107; Orientation: 0.0976; Line Search: 130.3560
Adding measurement 2bea8c0f to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.660733863711357;dx=-1.663865220014563E-4
New Minimum: 8.660733863711357 > 8.016917079687119
END: th(3341.943960201201)=8.016917079687119; dx=-6.94024623242764E-5 evalInputDelta=0.6438167840242386
Fitness changed from 8.660733863711357 to 8.016917079687119
Iteration 2 complete. Error: 8.016917079687119 Total: 53.4391; Orientation: 0.0598; Line Search: 35.7197
Adding measurement 1ff9dcbd to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=8.016917079687119;dx=-6.008333683928758E-5
New Minimum: 8.016917079687119 > 7.571676172316074
END: th(7200.000000000001)=7.571676172316074; dx=-2.424100610428741E-5 evalInputDelta=0.44524090737104416
Fitness changed from 8.016917079687119 to 7.571676172316074
Iteration 3 complete. Error: 7.571676172316074 Total: 55.8938; Orientation: 0.0595; Line Search: 36.2692
Adding measurement 2398d4e9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.018e+02, gradient 6.854e-03, dot -0.498; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.571676172316074, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 2398d4e9 to history. Total: 3
th(0)=7.571676172316074;dx=-3.809157979790787E-5
New Minimum: 7.571676172316074 > 7.040073491632938
END: th(15511.929768229566)=7.040073491632938; dx=-2.158808830766771E-5 evalInputDelta=0.531602680683136
Fitness changed from 7.571676172316074 to 7.040073491632938
Iteration 4 complete. Error: 7.040073491632938 Total: 56.0934; Orientation: 0.5885; Line Search: 37.3421
Adding measurement 1174755b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.823e+02, gradient 6.613e-03, dot -0.522; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.040073491632938, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 1174755b to history. Total: 3
th(0)=7.040073491632938;dx=-3.5563861232280754E-5
New Minimum: 7.040073491632938 > 6.352839946746826
END: th(33419.43960201202)=6.352839946746826; dx=-1.0615324942911916E-5 evalInputDelta=0.6872335448861122
Fitness changed from 7.040073491632938 to 6.352839946746826
Iteration 5 complete. Error: 6.352839946746826 Total: 54.1011; Orientation: 0.5892; Line Search: 35.6464
Adding measurement 7c236c46 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.399e+02, gradient 7.072e-03, dot -0.352; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.352839946746826, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 7c236c46 to history. Total: 3
th(0)=6.352839946746826;dx=-4.8217343583777006E-5
Armijo: th(72000.00000000003)=8.138962961733341; dx=1.1289930074177166E-5 evalInputDelta=-1.786123014986515
New Minimum: 6.352839946746826 > 6.239788740873337
WOLF (strong): th(36000.000000000015)=6.239788740873337; dx=3.7317949266904826E-7 evalInputDelta=0.11305120587348938
New Minimum: 6.239788740873337 > 5.973286680877209
END: th(12000.000000000005)=5.973286680877209; dx=-2.108804558038832E-5 evalInputDelta=0.37955326586961746
Fitness changed from 6.352839946746826 to 5.973286680877209
Iteration 6 complete. Error: 5.973286680877209 Total: 92.9008; Orientation: 0.5592; Line Search: 74.4298
Adding measurement 5b55b72d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.883e+02, gradient 5.335e-03, dot -0.442; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.973286680877209, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 5b55b72d to history. Total: 3
th(0)=5.973286680877209;dx=-2.1785580753401196E-5
New Minimum: 5.973286680877209 > 5.621768280863762
END: th(25853.216280382618)=5.621768280863762; dx=-8.901915667924827E-6 evalInputDelta=0.3515184000134468
Fitness changed from 5.973286680877209 to 5.621768280863762
Iteration 7 complete. Error: 5.621768280863762 Total: 56.2687; Orientation: 0.5730; Line Search: 38.1732
Adding measurement ced4cb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.196e+02, gradient 4.724e-03, dot -0.459; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.621768280863762, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement ced4cb to history. Total: 3
th(0)=5.621768280863762;dx=-1.790675475269014E-5
New Minimum: 5.621768280863762 > 5.177725248038769
END: th(55699.06600335338)=5.177725248038769; dx=-2.453246677416902E-6 evalInputDelta=0.44404303282499313
Fitness changed from 5.621768280863762 to 5.177725248038769
Iteration 8 complete. Error: 5.177725248038769 Total: 55.1923; Orientation: 0.5615; Line Search: 36.4716
Adding measurement 1cb415eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.115e+02, gradient 7.108e-03, dot -0.265; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.177725248038769, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 1cb415eb to history. Total: 3
th(0)=5.177725248038769;dx=-3.7550079123365464E-5
Armijo: th(120000.00000000007)=10.747180111706257; dx=1.3038782499586138E-5 evalInputDelta=-5.569454863667488
Armijo: th(60000.00000000004)=5.896488294005394; dx=1.4029073232604772E-6 evalInputDelta=-0.7187630459666252
New Minimum: 5.177725248038769 > 4.625522918999195
END: th(20000.00000000001)=4.625522918999195; dx=-8.325592040688444E-6 evalInputDelta=0.5522023290395737
Fitness changed from 5.177725248038769 to 4.625522918999195
Iteration 9 complete. Error: 4.625522918999195 Total: 93.1105; Orientation: 0.5706; Line Search: 74.6944
Adding measurement 19fed7a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.042e+02, gradient 4.863e-03, dot -0.395; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.625522918999195, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 19fed7a6 to history. Total: 3
th(0)=4.625522918999195;dx=-2.0555723038921516E-5
New Minimum: 4.625522918999195 > 4.360609598457813
END: th(43088.6938006377)=4.360609598457813; dx=-2.248179383839337E-7 evalInputDelta=0.26491332054138184
Fitness changed from 4.625522918999195 to 4.360609598457813
Iteration 10 complete. Error: 4.360609598457813 Total: 56.2411; Orientation: 0.5577; Line Search: 37.9823
Adding measurement 21fa6e03 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.676e+02, gradient 5.052e-03, dot -0.268; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.360609598457813, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 21fa6e03 to history. Total: 3
th(0)=4.360609598457813;dx=-2.097716519619417E-5
Armijo: th(92831.77667225564)=5.995296359062195; dx=8.154841941917026E-6 evalInputDelta=-1.6346867606043816
Armijo: th(46415.88833612782)=4.57367580384016; dx=3.6563994111852333E-6 evalInputDelta=-0.2130662053823471
New Minimum: 4.360609598457813 > 4.183109685778618
END: th(15471.962778709274)=4.183109685778618; dx=-7.042901413110451E-6 evalInputDelta=0.1774999126791954
Fitness changed from 4.360609598457813 to 4.183109685778618
Iteration 11 complete. Error: 4.183109685778618 Total: 90.7108; Orientation: 0.5574; Line Search: 72.2835
Adding measurement 26028491 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.401e+02, gradient 3.175e-03, dot -0.457; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.183109685778618, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 26028491 to history. Total: 3
th(0)=4.183109685778618;dx=-7.83602338253243E-6
New Minimum: 4.183109685778618 > 3.896209865808487
END: th(33333.33333333336)=3.896209865808487; dx=-4.971612269972506E-6 evalInputDelta=0.2868998199701309
Fitness changed from 4.183109685778618 to 3.896209865808487
Iteration 12 complete. Error: 3.896209865808487 Total: 56.8478; Orientation: 0.5576; Line Search: 38.2472
Adding measurement 218b8ee7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.245e+02, gradient 2.888e-03, dot -0.461; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.896209865808487, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 218b8ee7 to history. Total: 3
th(0)=3.896209865808487;dx=-5.483277926143186E-6
Armijo: th(71814.48966772952)=6.1123097985982895; dx=-3.1101210884576192E-6 evalInputDelta=-2.2160999327898026
Armijo: th(35907.24483386476)=4.106690786778927; dx=-4.38439762480753E-6 evalInputDelta=-0.2104809209704399
New Minimum: 3.896209865808487 > 3.7924458160996437
END: th(11969.081611288253)=3.7924458160996437; dx=-4.89690933334054E-6 evalInputDelta=0.10376404970884323
Fitness changed from 3.896209865808487 to 3.7924458160996437
Iteration 13 complete. Error: 3.7924458160996437 Total: 91.2057; Orientation: 0.5553; Line Search: 71.8467
Adding measurement 5d5cdf17 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.990e+02, gradient 3.192e-03, dot -0.453; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7924458160996437, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 5d5cdf17 to history. Total: 3
th(0)=3.7924458160996437;dx=-5.4770618045356894E-6
Armijo: th(25786.604631182126)=3.93542917072773; dx=-5.622377010942942E-6 evalInputDelta=-0.1429833546280861
Armijo: th(12893.302315591063)=3.817576587200165; dx=-9.804177773506382E-6 evalInputDelta=-0.025130771100521088
New Minimum: 3.7924458160996437 > 3.7901148349046707
WOLFE (weak): th(4297.767438530354)=3.7901148349046707; dx=-5.511829292125521E-6 evalInputDelta=0.002330981194972992
Armijo: th(8595.534877060709)=3.7983783408999443; dx=-5.389454089307401E-6 evalInputDelta=-0.005932524800300598
Armijo: th(6446.651157795532)=3.7927741706371307; dx=-5.501768811873558E-6 evalInputDelta=-3.2835453748703003E-4
WOLFE (weak): th(5372.209298162943)=3.791087992489338; dx=-5.137661030895192E-6 evalInputDelta=0.0013578236103057861
WOLFE (weak): th(5909.430227979237)=3.7918380573391914; dx=-5.516889559947501E-6 evalInputDelta=6.077587604522705E-4
WOLFE (weak): th(6178.0406928873845)=3.7922838628292084; dx=-7.827916248077645E-6 evalInputDelta=1.6195327043533325E-4
Armijo: th(6312.3459253414585)=3.7925244867801666; dx=-5.110803926899264E-6 evalInputDelta=-7.86706805229187E-5
WOLFE (weak): th(6245.193309114422)=3.7924023270606995; dx=-5.435459625373981E-6 evalInputDelta=4.3489038944244385E-5
Armijo: th(6278.76961722794)=3.792462818324566; dx=-5.523103854349404E-6 evalInputDelta=-1.7002224922180176E-5
WOLFE (weak): th(6261.9814631711815)=3.792432725429535; dx=-9.244472242134698E-6 evalInputDelta=1.3090670108795166E-5
Armijo: th(6270.37554019956)=3.7924462407827377; dx=-5.579034558717066E-6 evalInputDelta=-4.246830940246582E-7
WOLFE (weak): th(6266.178501685371)=3.792439565062523; dx=-6.428126518357189E-6 evalInputDelta=6.251037120819092E-6
WOLFE (weak): th(6268.277020942465)=3.792443037033081; dx=-5.374760193052926E-6 evalInputDelta=2.779066562652588E-6
WOLFE (weak): th(6269.326280571013)=3.7924441397190094; dx=-5.21069817739636E-6 evalInputDelta=1.6763806343078613E-6
Armijo: th(6269.850910385287)=3.7924462407827377; dx=-5.3408009137983396E-6 evalInputDelta=-4.246830940246582E-7
END: th(6269.58859547815)=3.7924453169107437; dx=-4.508234026010234E-6 evalInputDelta=4.991888999938965E-7
Fitness changed from 3.7924458160996437 to 3.7901148349046707
Iteration 14 complete. Error: 3.7901148349046707 Total: 367.4057; Orientation: 0.5435; Line Search: 346.7037
Adding measurement 2765684 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.201e+02, gradient 3.128e-03, dot -0.470; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7901148349046707, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 2765684 to history. Total: 3
th(0)=3.7901148349046707;dx=-5.5886653892822145E-6
New Minimum: 3.7901148349046707 > 3.777225136756897
WOLFE (weak): th(13507.419162326401)=3.777225136756897; dx=-7.752043018764654E-6 evalInputDelta=0.012889698147773743
END: th(27014.838324652803)=3.787246972322464; dx=-4.8894063321289335E-6 evalInputDelta=0.002867862582206726
Fitness changed from 3.7901148349046707 to 3.777225136756897
Iteration 15 complete. Error: 3.777225136756897 Total: 74.3057; Orientation: 0.5526; Line Search: 55.9095
Adding measurement 4404930a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.222e+02, gradient 2.846e-03, dot -0.505; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.777225136756897, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 4404930a to history. Total: 3
th(0)=3.777225136756897;dx=-5.454671907304267E-6
Armijo: th(58201.70483223482)=4.448031723499298; dx=-4.639878790689433E-6 evalInputDelta=-0.6708065867424011
Armijo: th(29100.85241611741)=3.8736433163285255; dx=-4.7263232912518134E-6 evalInputDelta=-0.09641817957162857
New Minimum: 3.777225136756897 > 3.7509388625621796
WOLFE (weak): th(9700.284138705803)=3.7509388625621796; dx=-6.258261119710707E-6 evalInputDelta=0.026286274194717407
Armijo: th(19400.568277411607)=3.7855687960982323; dx=-4.441389567636337E-6 evalInputDelta=-0.008343659341335297
END: th(14550.426208058705)=3.7613696604967117; dx=-4.8774272340380025E-6 evalInputDelta=0.01585547626018524
Fitness changed from 3.777225136756897 to 3.7509388625621796
Iteration 16 complete. Error: 3.7509388625621796 Total: 134.8928; Orientation: 0.5522; Line Search: 116.8363
Adding measurement 5382070e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.598e+02, gradient 3.203e-03, dot -0.462; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7509388625621796, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 5382070e to history. Total: 3
th(0)=3.7509388625621796;dx=-6.747996659004146E-6
New Minimum: 3.7509388625621796 > 3.3792625218629837
END: th(31347.942977390754)=3.3792625218629837; dx=-3.513951046493669E-6 evalInputDelta=0.37167634069919586
Fitness changed from 3.7509388625621796 to 3.3792625218629837
Iteration 17 complete. Error: 3.3792625218629837 Total: 54.9243; Orientation: 0.5538; Line Search: 36.2930
Adding measurement 52e19d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.815e+02, gradient 3.282e-03, dot -0.477; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3792625218629837, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 52e19d9 to history. Total: 3
th(0)=3.3792625218629837;dx=-7.146654105016706E-6
New Minimum: 3.3792625218629837 > 3.1394922956824303
END: th(67537.09581163203)=3.1394922956824303; dx=-5.313133592557804E-7 evalInputDelta=0.23977022618055344
Fitness changed from 3.3792625218629837 to 3.1394922956824303
Iteration 18 complete. Error: 3.1394922956824303 Total: 58.3254; Orientation: 0.5522; Line Search: 38.6231
Adding measurement c6caee0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.741e+02, gradient 3.345e-03, dot -0.329; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.1394922956824303, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement c6caee0 to history. Total: 3
th(0)=3.1394922956824303;dx=-9.721111225834284E-6
Armijo: th(145504.26208058707)=4.3551284968853; dx=7.288030522311115E-6 evalInputDelta=-1.2156362012028694
Armijo: th(72752.13104029353)=3.1583105102181435; dx=2.538310583306964E-6 evalInputDelta=-0.018818214535713196
New Minimum: 3.1394922956824303 > 2.9557961598038673
END: th(24250.71034676451)=2.9557961598038673; dx=-3.7998140649323713E-6 evalInputDelta=0.18369613587856293
Fitness changed from 3.1394922956824303 to 2.9557961598038673
Iteration 19 complete. Error: 2.9557961598038673 Total: 90.5386; Orientation: 0.5360; Line Search: 72.1135
Adding measurement 4547653c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.410e+02, gradient 2.097e-03, dot -0.487; [e031310d-ea56-41f6-9cb7-db4d5d4030cc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9557961598038673, 8.016917079687119, 8.660733863711357, 9.061507642269135
LBFGS Accumulation History: 3 points
Removed measurement 4547653c to history. Total: 3
th(0)=2.9557961598038673;dx=-3.9375936513325055E-6
Armijo: th(52246.571628984595)=3.061628557741642; dx=-1.8932876366273348E-6 evalInputDelta=-0.10583239793777466
New Minimum: 2.9557961598038673 > 2.943329855799675
END: th(26123.285814492298)=2.943329855799675; dx=-2.974781265105812E-6 evalInputDelta=0.012466304004192352
Fitness changed from 2.9557961598038673 to 2.943329855799675
Iteration 20 complete. Error: 2.943329855799675 Total: 74.3432; Orientation: 0.5346; Line Search: 56.0877
Final threshold in iteration 21: 2.943329855799675 (> -Infinity) after 1856.661s (< 5400.000s)
