Reset training subject: 624817462731900
Reset training subject: 624834293124000
Adding measurement 5475356e to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.5810541436076164;dx=-9.467379080294696E-8
New Minimum: 1.5810541436076164 > 1.5810527727007866
WOLFE (weak): th(2.154434690031884)=1.5810527727007866; dx=-8.688704770205253E-8 evalInputDelta=1.3709068298339844E-6
New Minimum: 1.5810527727007866 > 1.5810514315962791
WOLFE (weak): th(4.308869380063768)=1.5810514315962791; dx=-9.212355860291015E-8 evalInputDelta=2.7120113372802734E-6
New Minimum: 1.5810514315962791 > 1.5810459703207016
END: th(12.926608140191302)=1.5810459703207016; dx=-5.23109357076239E-8 evalInputDelta=8.17328691482544E-6
Fitness changed from 1.5810541436076164 to 1.5810459703207016
Iteration 1 complete. Error: 1.5810459703207016 Total: 115.9068; Orientation: 0.0118; Line Search: 66.4811
Adding measurement 70e1fd1a to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.5810459703207016;dx=-7.757603437957683E-8
New Minimum: 1.5810459703207016 > 1.5810299515724182
WOLFE (weak): th(27.849533001676672)=1.5810299515724182; dx=-8.278995480392168E-8 evalInputDelta=1.601874828338623E-5
New Minimum: 1.5810299515724182 > 1.5810136422514915
WOLFE (weak): th(55.699066003353344)=1.5810136422514915; dx=-8.217199817711416E-8 evalInputDelta=3.232806921005249E-5
New Minimum: 1.5810136422514915 > 1.5809483230113983
WOLFE (weak): th(167.09719801006003)=1.5809483230113983; dx=-7.616979460125672E-8 evalInputDelta=9.764730930328369E-5
New Minimum: 1.5809483230113983 > 1.5806549936532974
WOLFE (weak): th(668.3887920402401)=1.5806549936532974; dx=-7.984575658229398E-8 evalInputDelta=3.909766674041748E-4
New Minimum: 1.5806549936532974 > 1.5790886580944061
WOLFE (weak): th(3341.9439602012008)=1.5790886580944061; dx=-8.146032559748355E-8 evalInputDelta=0.001957312226295471
New Minimum: 1.5790886580944061 > 1.5693054646253586
WOLFE (weak): th(20051.663761207205)=1.5693054646253586; dx=-7.711662174687735E-8 evalInputDelta=0.011740505695343018
New Minimum: 1.5693054646253586 > 1.5012358725070953
WOLFE (weak): th(140361.64632845044)=1.5012358725070953; dx=-7.202364011174308E-8 evalInputDelta=0.07981009781360626
New Minimum: 1.5012358725070953 > 1.078968033194542
END: th(1122893.1706276035)=1.078968033194542; dx=-4.548755974422332E-8 evalInputDelta=0.5020779371261597
Fitness changed from 1.5810459703207016 to 1.078968033194542
Iteration 2 complete. Error: 1.078968033194542 Total: 164.5817; Orientation: 0.0120; Line Search: 147.8607
Adding measurement 2919c325 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.078968033194542;dx=-5.3634890343904166E-8
New Minimum: 1.078968033194542 > 0.3866797536611557
END: th(2419200.0000000005)=0.3866797536611557; dx=-2.665458753571103E-8 evalInputDelta=0.6922882795333862
Fitness changed from 1.078968033194542 to 0.3866797536611557
Iteration 3 complete. Error: 0.3866797536611557 Total: 49.5102; Orientation: 0.0122; Line Search: 33.0169
Adding measurement 2deed5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.228e+03, gradient 2.055e-04, dot -0.487; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3866797536611557, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 2deed5 to history. Total: 3
th(0)=0.3866797536611557;dx=-3.42261612197701E-8
New Minimum: 0.3866797536611557 > -0.28816647827625275
END: th(5212008.402125134)=-0.28816647827625275; dx=-1.600298671910291E-8 evalInputDelta=0.6748462319374084
Fitness changed from 0.3866797536611557 to -0.28816647827625275
Iteration 4 complete. Error: -0.28816647827625275 Total: 47.7558; Orientation: 0.1731; Line Search: 30.9766
Adding measurement 670d381a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.462e+03, gradient 1.847e-04, dot -0.413; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.28816647827625275, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 670d381a to history. Total: 3
th(0)=-0.28816647827625275;dx=-2.8991184785296654E-8
New Minimum: -0.28816647827625275 > -0.7732504308223724
END: th(1.1228931706276037E7)=-0.7732504308223724; dx=-4.807773020139743E-9 evalInputDelta=0.4850839525461197
Fitness changed from -0.28816647827625275 to -0.7732504308223724
Iteration 5 complete. Error: -0.7732504308223724 Total: 48.4695; Orientation: 0.1729; Line Search: 33.4945
Adding measurement bd585d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.182e+03, gradient 1.840e-04, dot -0.201; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7732504308223724, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement bd585d4 to history. Total: 3
th(0)=-0.7732504308223724;dx=-3.023588181995323E-8
Armijo: th(2.4192000000000004E7)=0.3008338436484337; dx=3.681777046898658E-9 evalInputDelta=-1.0740842744708061
New Minimum: -0.7732504308223724 > -1.0082638002932072
WOLF (strong): th(1.2096000000000002E7)=-1.0082638002932072; dx=2.696081323531604E-10 evalInputDelta=0.23501336947083473
New Minimum: -1.0082638002932072 > -1.0920351296663284
END: th(4032000.0000000005)=-1.0920351296663284; dx=-1.0937969744809433E-8 evalInputDelta=0.318784698843956
Fitness changed from -0.7732504308223724 to -1.0920351296663284
Iteration 6 complete. Error: -1.0920351296663284 Total: 83.3579; Orientation: 0.1812; Line Search: 66.3058
Adding measurement 700f67e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.707e+03, gradient 1.501e-04, dot -0.306; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0920351296663284, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 700f67e8 to history. Total: 3
th(0)=-1.0920351296663284;dx=-1.9739263116212732E-8
New Minimum: -1.0920351296663284 > -1.265575386583805
END: th(8686680.670208557)=-1.265575386583805; dx=-2.6708566616869294E-9 evalInputDelta=0.17354025691747665
Fitness changed from -1.0920351296663284 to -1.265575386583805
Iteration 7 complete. Error: -1.265575386583805 Total: 49.6252; Orientation: 0.3463; Line Search: 32.6368
Adding measurement 572b9470 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.883e+03, gradient 1.580e-04, dot -0.257; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.265575386583805, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 572b9470 to history. Total: 3
th(0)=-1.265575386583805;dx=-2.2129746653553E-8
Armijo: th(1.8714886177126728E7)=-0.6771144270896912; dx=2.748733610595138E-9 evalInputDelta=-0.5884609594941139
New Minimum: -1.265575386583805 > -1.289715975522995
WOLF (strong): th(9357443.088563364)=-1.289715975522995; dx=2.382275774347498E-9 evalInputDelta=0.02414058893918991
New Minimum: -1.289715975522995 > -1.3775125667452812
END: th(3119147.696187788)=-1.3775125667452812; dx=-1.1564477537879105E-8 evalInputDelta=0.11193718016147614
Fitness changed from -1.265575386583805 to -1.3775125667452812
Iteration 8 complete. Error: -1.3775125667452812 Total: 83.2211; Orientation: 0.1740; Line Search: 66.4699
Adding measurement f0119c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.161e+03, gradient 1.291e-04, dot -0.331; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3775125667452812, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement f0119c8 to history. Total: 3
th(0)=-1.3775125667452812;dx=-1.4154653491716991E-8
New Minimum: -1.3775125667452812 > -1.460958756506443
END: th(6720000.000000002)=-1.460958756506443; dx=-2.09475174433577E-9 evalInputDelta=0.0834461897611618
Fitness changed from -1.3775125667452812 to -1.460958756506443
Iteration 9 complete. Error: -1.460958756506443 Total: 48.9572; Orientation: 0.1724; Line Search: 32.1881
Adding measurement 1232842c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.045e+03, gradient 1.328e-04, dot -0.279; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.460958756506443, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 1232842c to history. Total: 3
th(0)=-1.460958756506443;dx=-1.574654683348643E-8
Armijo: th(1.4477801117014263E7)=-1.218223437666893; dx=1.7379321848351575E-9 evalInputDelta=-0.24273531883955002
New Minimum: -1.460958756506443 > -1.499737162142992
WOLF (strong): th(7238900.558507131)=-1.499737162142992; dx=2.0700054736795825E-9 evalInputDelta=0.038778405636548996
New Minimum: -1.499737162142992 > -1.5296143591403961
END: th(2412966.8528357106)=-1.5296143591403961; dx=-8.778663577577914E-9 evalInputDelta=0.0686556026339531
Fitness changed from -1.460958756506443 to -1.5296143591403961
Iteration 10 complete. Error: -1.5296143591403961 Total: 82.8971; Orientation: 0.1712; Line Search: 66.1809
Adding measurement 3aac02aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.456e+03, gradient 1.048e-04, dot -0.389; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5296143591403961, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 3aac02aa to history. Total: 3
th(0)=-1.5296143591403961;dx=-9.062026518075664E-9
New Minimum: -1.5296143591403961 > -1.567522943019867
END: th(5198579.493646314)=-1.567522943019867; dx=-3.52016142140953E-9 evalInputDelta=0.037908583879470825
Fitness changed from -1.5296143591403961 to -1.567522943019867
Iteration 11 complete. Error: -1.567522943019867 Total: 50.1092; Orientation: 0.1740; Line Search: 33.2672
Adding measurement 4b123fb5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.426e+03, gradient 1.108e-04, dot -0.341; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.567522943019867, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 4b123fb5 to history. Total: 3
th(0)=-1.567522943019867;dx=-1.0839924212029379E-8
Armijo: th(1.1200000000000006E7)=-1.4509640112519264; dx=-8.168866499123949E-10 evalInputDelta=-0.11655893176794052
New Minimum: -1.567522943019867 > -1.5796864107251167
END: th(5600000.000000003)=-1.5796864107251167; dx=-1.2269242773756913E-9 evalInputDelta=0.012163467705249786
Fitness changed from -1.567522943019867 to -1.5796864107251167
Iteration 12 complete. Error: -1.5796864107251167 Total: 63.6580; Orientation: 0.1746; Line Search: 46.8257
Adding measurement 1cc84ea4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.249e+03, gradient 1.113e-04, dot -0.299; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5796864107251167, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 1cc84ea4 to history. Total: 3
th(0)=-1.5796864107251167;dx=-1.0703585605278967E-8
Armijo: th(1.2064834264178555E7)=-1.4474345818161964; dx=2.1885971896943846E-9 evalInputDelta=-0.1322518289089203
New Minimum: -1.5796864107251167 > -1.613003920763731
WOLF (strong): th(6032417.132089278)=-1.613003920763731; dx=4.0913143215409104E-10 evalInputDelta=0.03331751003861427
New Minimum: -1.613003920763731 > -1.6160386241972446
END: th(2010805.710696426)=-1.6160386241972446; dx=-7.538978399135032E-9 evalInputDelta=0.036352213472127914
Fitness changed from -1.5796864107251167 to -1.6160386241972446
Iteration 13 complete. Error: -1.6160386241972446 Total: 82.2430; Orientation: 0.1706; Line Search: 65.4227
Adding measurement c95cfb3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.308e+03, gradient 9.903e-05, dot -0.336; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6160386241972446, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement c95cfb3 to history. Total: 3
th(0)=-1.6160386241972446;dx=-8.07428808636823E-9
New Minimum: -1.6160386241972446 > -1.6365805231034756
END: th(4332149.578038597)=-1.6365805231034756; dx=-2.1289212739930504E-9 evalInputDelta=0.020541898906230927
Fitness changed from -1.6160386241972446 to -1.6365805231034756
Iteration 14 complete. Error: -1.6365805231034756 Total: 50.1053; Orientation: 0.1728; Line Search: 33.0803
Adding measurement 155c010c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.464e+03, gradient 9.738e-05, dot -0.341; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6365805231034756, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 155c010c to history. Total: 3
th(0)=-1.6365805231034756;dx=-6.878947214497792E-9
Armijo: th(9333333.33333334)=-1.5222513899207115; dx=-6.414801349692496E-10 evalInputDelta=-0.11432913318276405
Armijo: th(4666666.66666667)=-1.6274499744176865; dx=-1.3969143816131415E-9 evalInputDelta=-0.009130548685789108
New Minimum: -1.6365805231034756 > -1.6480106115341187
END: th(1555555.5555555567)=-1.6480106115341187; dx=-5.59875899119389E-9 evalInputDelta=0.011430088430643082
Fitness changed from -1.6365805231034756 to -1.6480106115341187
Iteration 15 complete. Error: -1.6480106115341187 Total: 81.3631; Orientation: 0.1724; Line Search: 65.8529
Adding measurement 1d3f71f0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.446e+03, gradient 9.853e-05, dot -0.223; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6480106115341187, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 1d3f71f0 to history. Total: 3
th(0)=-1.6480106115341187;dx=-4.0266247777648075E-9
New Minimum: -1.6480106115341187 > -1.7431403025984764
END: th(3351342.8511607107)=-1.7431403025984764; dx=-2.2557527166846236E-9 evalInputDelta=0.09512969106435776
Fitness changed from -1.6480106115341187 to -1.7431403025984764
Iteration 16 complete. Error: -1.7431403025984764 Total: 50.1882; Orientation: 0.1729; Line Search: 33.2481
Adding measurement 4af1c4ee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.493e+03, gradient 8.635e-05, dot -0.371; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7431403025984764, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 4af1c4ee to history. Total: 3
th(0)=-1.7431403025984764;dx=-5.560224991797371E-9
Armijo: th(7220249.296730995)=-1.7017510384321213; dx=-1.5618736794718294E-9 evalInputDelta=-0.04138926416635513
New Minimum: -1.7431403025984764 > -1.7505339980125427
END: th(3610124.6483654976)=-1.7505339980125427; dx=-2.7437225512019237E-9 evalInputDelta=0.007393695414066315
Fitness changed from -1.7431403025984764 to -1.7505339980125427
Iteration 17 complete. Error: -1.7505339980125427 Total: 66.3430; Orientation: 0.1736; Line Search: 49.5632
Adding measurement 706a3c83 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.758e+03, gradient 1.009e-04, dot -0.238; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7505339980125427, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 706a3c83 to history. Total: 3
th(0)=-1.7505339980125427;dx=-5.678947726668016E-9
New Minimum: -1.7505339980125427 > -1.7586550526320934
END: th(7777777.7777777845)=-1.7586550526320934; dx=-2.8332115631712154E-10 evalInputDelta=0.008121054619550705
Fitness changed from -1.7505339980125427 to -1.7586550526320934
Iteration 18 complete. Error: -1.7586550526320934 Total: 49.5354; Orientation: 0.1728; Line Search: 32.7068
Adding measurement 44b69487 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.316e+03, gradient 1.024e-04, dot -0.267; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7586550526320934, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 44b69487 to history. Total: 3
th(0)=-1.7586550526320934;dx=-8.953101933122807E-9
Armijo: th(1.6756714255803555E7)=-1.2118212208151817; dx=2.9201564907498933E-9 evalInputDelta=-0.5468338318169117
Armijo: th(8378357.127901778)=-1.667788241058588; dx=1.7440940623265636E-9 evalInputDelta=-0.0908668115735054
New Minimum: -1.7586550526320934 > -1.7759298719465733
END: th(2792785.7093005925)=-1.7759298719465733; dx=-5.8270523509701315E-9 evalInputDelta=0.017274819314479828
Fitness changed from -1.7586550526320934 to -1.7759298719465733
Iteration 19 complete. Error: -1.7759298719465733 Total: 82.7357; Orientation: 0.1717; Line Search: 65.7831
Adding measurement 2f700f6f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.425e+03, gradient 9.225e-05, dot -0.300; [60402488-d686-4838-aba0-6a229df5a78c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7759298719465733, 1.078968033194542, 1.5810459703207016, 1.5810541436076164
LBFGS Accumulation History: 3 points
Removed measurement 2f700f6f to history. Total: 3
th(0)=-1.7759298719465733;dx=-6.86114265103187E-9
Armijo: th(6016874.413942497)=-1.731806419789791; dx=-2.118723542515719E-10 evalInputDelta=-0.04412345215678215
New Minimum: -1.7759298719465733 > -1.776907093822956
END: th(3008437.2069712486)=-1.776907093822956; dx=-3.704927825800497E-9 evalInputDelta=9.772218763828278E-4
Fitness changed from -1.7759298719465733 to -1.776907093822956
Iteration 20 complete. Error: -1.776907093822956 Total: 64.9538; Orientation: 0.1734; Line Search: 49.1823
Final threshold in iteration 21: -1.776907093822956 (> -Infinity) after 1415.517s (< 5400.000s)
