Reset training subject: 2878021956664
Reset training subject: 2920344982208
Adding measurement 57de64cf to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.261347227962688;dx=-2.3183768958606267E-5
New Minimum: 9.261347227962688 > 9.261294753523543
WOLFE (weak): th(2.154434690031884)=9.261294753523543; dx=-2.3339629927760898E-5 evalInputDelta=5.247443914413452E-5
New Minimum: 9.261294753523543 > 9.261241618543863
WOLFE (weak): th(4.308869380063768)=9.261241618543863; dx=-2.321120697001728E-5 evalInputDelta=1.0560941882431507E-4
New Minimum: 9.261241618543863 > 9.261030641617253
WOLFE (weak): th(12.926608140191302)=9.261030641617253; dx=-2.356748299499778E-5 evalInputDelta=3.1658634543418884E-4
New Minimum: 9.261030641617253 > 9.260080053471029
WOLFE (weak): th(51.70643256076521)=9.260080053471029; dx=-2.313198748137062E-5 evalInputDelta=0.0012671744916588068
New Minimum: 9.260080053471029 > 9.254985502921045
WOLFE (weak): th(258.53216280382605)=9.254985502921045; dx=-2.3952070059025096E-5 evalInputDelta=0.006361725041642785
New Minimum: 9.254985502921045 > 9.222214564448223
WOLFE (weak): th(1551.1929768229563)=9.222214564448223; dx=-2.396411867058674E-5 evalInputDelta=0.039132663514465094
New Minimum: 9.222214564448223 > 8.958533733151853
WOLFE (weak): th(10858.350837760694)=8.958533733151853; dx=-2.4129635465498143E-5 evalInputDelta=0.3028134948108345
New Minimum: 8.958533733151853 > 7.45153790153563
END: th(86866.80670208555)=7.45153790153563; dx=-9.898382548653615E-6 evalInputDelta=1.8098093264270574
Fitness changed from 9.261347227962688 to 7.45153790153563
Iteration 1 complete. Error: 7.45153790153563 Total: 461.4127; Orientation: 0.0440; Line Search: 342.4927
Adding measurement 3ac6de2e to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.45153790153563;dx=-3.0367370029319037E-5
New Minimum: 7.45153790153563 > 4.812910513021052
END: th(187148.86177126726)=4.812910513021052; dx=-8.263092604470094E-6 evalInputDelta=2.6386273885145783
Fitness changed from 7.45153790153563 to 4.812910513021052
Iteration 2 complete. Error: 4.812910513021052 Total: 113.9044; Orientation: 0.0065; Line Search: 76.2185
Adding measurement 6b38add0 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.812910513021052;dx=-2.1102575779151532E-5
New Minimum: 4.812910513021052 > 1.0012462306767702
END: th(403200.00000000006)=1.0012462306767702; dx=-3.525597391006234E-6 evalInputDelta=3.8116642823442817
Fitness changed from 4.812910513021052 to 1.0012462306767702
Iteration 3 complete. Error: 1.0012462306767702 Total: 114.3678; Orientation: 0.0049; Line Search: 76.7252
Adding measurement 2bfe097e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.610e+03, gradient 3.073e-03, dot -0.381; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0012462306767702, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 2bfe097e to history. Total: 3
th(0)=1.0012462306767702;dx=-8.75126349740722E-6
New Minimum: 1.0012462306767702 > 0.006139027886092663
WOLF (strong): th(868668.0670208557)=0.006139027886092663; dx=2.536816553871968E-6 evalInputDelta=0.9951072027906775
New Minimum: 0.006139027886092663 > -0.5554601401090622
END: th(434334.03351042786)=-0.5554601401090622; dx=-1.2220545639261468E-6 evalInputDelta=1.5567063707858324
Fitness changed from 1.0012462306767702 to -0.5554601401090622
Iteration 4 complete. Error: -0.5554601401090622 Total: 152.0409; Orientation: 0.3774; Line Search: 113.9761
Adding measurement 209724ea to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.683e+02, gradient 1.654e-03, dot -0.298; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5554601401090622, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 209724ea to history. Total: 3
th(0)=-0.5554601401090622;dx=-2.403002457853107E-6
New Minimum: -0.5554601401090622 > -0.9953693263232708
WOLF (strong): th(935744.3088563365)=-0.9953693263232708; dx=1.8452454232874429E-7 evalInputDelta=0.4399091862142086
New Minimum: -0.9953693263232708 > -1.0390969142317772
END: th(467872.15442816826)=-1.0390969142317772; dx=-6.627459900273971E-7 evalInputDelta=0.483636774122715
Fitness changed from -0.5554601401090622 to -1.0390969142317772
Iteration 5 complete. Error: -1.0390969142317772 Total: 151.0357; Orientation: 0.1973; Line Search: 113.2029
Adding measurement 14ccb8e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.411e+02, gradient 1.161e-03, dot -0.272; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0390969142317772, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 14ccb8e7 to history. Total: 3
th(0)=-1.0390969142317772;dx=-1.1002933556475698E-6
New Minimum: -1.0390969142317772 > -1.2562882485799491
WOLF (strong): th(1008000.0000000003)=-1.2562882485799491; dx=3.021880250737661E-9 evalInputDelta=0.21719133434817195
New Minimum: -1.2562882485799491 > -1.2654526648111641
END: th(504000.0000000002)=-1.2654526648111641; dx=-3.8050239294751037E-7 evalInputDelta=0.22635575057938695
Fitness changed from -1.0390969142317772 to -1.2654526648111641
Iteration 6 complete. Error: -1.2654526648111641 Total: 152.4919; Orientation: 0.0771; Line Search: 113.1506
Adding measurement a85fab7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.460e+02, gradient 9.854e-04, dot -0.341; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2654526648111641, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement a85fab7 to history. Total: 3
th(0)=-1.2654526648111641;dx=-7.877887517848671E-7
Armijo: th(1085835.0837760698)=-0.8843865278176963; dx=6.781944738701279E-7 evalInputDelta=-0.3810661369934678
New Minimum: -1.2654526648111641 > -1.3164151888340712
WOLF (strong): th(542917.5418880349)=-1.3164151888340712; dx=1.686414422398835E-8 evalInputDelta=0.05096252402290702
New Minimum: -1.3164151888340712 > -1.3502577845938504
END: th(180972.5139626783)=-1.3502577845938504; dx=-5.112401079099623E-7 evalInputDelta=0.08480511978268623
Fitness changed from -1.2654526648111641 to -1.3502577845938504
Iteration 7 complete. Error: -1.3502577845938504 Total: 189.9199; Orientation: 0.0788; Line Search: 150.8818
Adding measurement 407d1b4d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.065e+02, gradient 8.420e-04, dot -0.293; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3502577845938504, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 407d1b4d to history. Total: 3
th(0)=-1.3502577845938504;dx=-5.654904691029065E-7
New Minimum: -1.3502577845938504 > -1.4511575871147215
END: th(389893.4620234736)=-1.4511575871147215; dx=-4.288670829549595E-7 evalInputDelta=0.10089980252087116
Fitness changed from -1.3502577845938504 to -1.4511575871147215
Iteration 8 complete. Error: -1.4511575871147215 Total: 114.1110; Orientation: 0.0813; Line Search: 75.5356
Adding measurement 78af8588 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.672e+02, gradient 7.912e-04, dot -0.352; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4511575871147215, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 78af8588 to history. Total: 3
th(0)=-1.4511575871147215;dx=-4.653752308179518E-7
New Minimum: -1.4511575871147215 > -1.6020434689708054
END: th(840000.0000000003)=-1.6020434689708054; dx=-3.189278484155485E-7 evalInputDelta=0.15088588185608387
Fitness changed from -1.4511575871147215 to -1.6020434689708054
Iteration 9 complete. Error: -1.6020434689708054 Total: 114.3203; Orientation: 0.2702; Line Search: 76.4289
Adding measurement 44e24a62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.149e+02, gradient 8.213e-04, dot -0.297; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6020434689708054, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 44e24a62 to history. Total: 3
th(0)=-1.6020434689708054;dx=-4.3127544382724157E-7
New Minimum: -1.6020434689708054 > -1.6397490040399134
WOLF (strong): th(1809725.139626783)=-1.6397490040399134; dx=7.38355697859083E-8 evalInputDelta=0.03770553506910801
New Minimum: -1.6397490040399134 > -1.7222078340128064
END: th(904862.5698133915)=-1.7222078340128064; dx=-8.249245004247366E-8 evalInputDelta=0.12016436504200101
Fitness changed from -1.6020434689708054 to -1.7222078340128064
Iteration 10 complete. Error: -1.7222078340128064 Total: 152.9341; Orientation: 0.0754; Line Search: 114.7482
Adding measurement 2a557d3b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.086e+02, gradient 8.280e-04, dot -0.372; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7222078340128064, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 2a557d3b to history. Total: 3
th(0)=-1.7222078340128064;dx=-5.71725093620615E-7
Armijo: th(1949467.3101173681)=0.1117581776343286; dx=1.391083209641739E-6 evalInputDelta=-1.833966011647135
Armijo: th(974733.6550586841)=-1.305989081505686; dx=8.33744666801424E-7 evalInputDelta=-0.41621875250712037
New Minimum: -1.7222078340128064 > -1.7689875699579716
END: th(324911.2183528947)=-1.7689875699579716; dx=-8.613984676627517E-8 evalInputDelta=0.04677973594516516
Fitness changed from -1.7222078340128064 to -1.7689875699579716
Iteration 11 complete. Error: -1.7689875699579716 Total: 190.1994; Orientation: 0.0741; Line Search: 152.4541
Adding measurement 30148264 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.008e+02, gradient 7.468e-04, dot -0.482; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7689875699579716, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 30148264 to history. Total: 3
th(0)=-1.7689875699579716;dx=-4.4666432915247555E-7
New Minimum: -1.7689875699579716 > -1.7760308757424355
WOLF (strong): th(700000.0000000005)=-1.7760308757424355; dx=1.0151395813614772E-7 evalInputDelta=0.0070433057844638824
New Minimum: -1.7760308757424355 > -1.8191821360960603
END: th(350000.00000000023)=-1.8191821360960603; dx=-9.730931792913712E-8 evalInputDelta=0.0501945661380887
Fitness changed from -1.7689875699579716 to -1.8191821360960603
Iteration 12 complete. Error: -1.8191821360960603 Total: 151.3308; Orientation: 0.0719; Line Search: 113.6473
Adding measurement 1da99734 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.114e+02, gradient 6.206e-04, dot -0.337; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8191821360960603, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 1da99734 to history. Total: 3
th(0)=-1.8191821360960603;dx=-3.022663330879142E-7
Armijo: th(754052.1415111598)=-1.746177529450506; dx=1.2864149336727172E-7 evalInputDelta=-0.0730046066455543
New Minimum: -1.8191821360960603 > -1.8328200089745224
END: th(377026.0707555799)=-1.8328200089745224; dx=-9.522470652438607E-8 evalInputDelta=0.013637872878462076
Fitness changed from -1.8191821360960603 to -1.8328200089745224
Iteration 13 complete. Error: -1.8328200089745224 Total: 152.4132; Orientation: 0.1302; Line Search: 114.6172
Adding measurement 11ca5804 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.291e+02, gradient 6.879e-04, dot -0.431; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8328200089745224, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 11ca5804 to history. Total: 3
th(0)=-1.8328200089745224;dx=-3.456150541759559E-7
New Minimum: -1.8328200089745224 > -1.8338148798793554
WOLF (strong): th(812278.0458822369)=-1.8338148798793554; dx=9.45339807236653E-8 evalInputDelta=9.948709048330784E-4
New Minimum: -1.8338148798793554 > -1.8771734586916864
END: th(406139.02294111846)=-1.8771734586916864; dx=-8.374199226822382E-8 evalInputDelta=0.04435344971716404
Fitness changed from -1.8328200089745224 to -1.8771734586916864
Iteration 14 complete. Error: -1.8771734586916864 Total: 151.4251; Orientation: 0.0764; Line Search: 113.6281
Adding measurement 150a74b0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.871e+02, gradient 6.300e-04, dot -0.355; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8771734586916864, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 150a74b0 to history. Total: 3
th(0)=-1.8771734586916864;dx=-3.137607523424269E-7
Armijo: th(875000.0000000007)=-1.7368211559951305; dx=2.7213405313210207E-7 evalInputDelta=-0.14035230269655585
New Minimum: -1.8771734586916864 > -1.8777366154827178
END: th(437500.00000000035)=-1.8777366154827178; dx=-2.5855822342876164E-8 evalInputDelta=5.631567910313606E-4
Fitness changed from -1.8771734586916864 to -1.8777366154827178
Iteration 15 complete. Error: -1.8777366154827178 Total: 151.9169; Orientation: 0.1484; Line Search: 114.0545
Adding measurement ff5ad55 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.163e+02, gradient 7.650e-04, dot -0.458; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8777366154827178, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement ff5ad55 to history. Total: 3
th(0)=-1.8777366154827178;dx=-3.9865224460499E-7
Armijo: th(942565.1768889499)=-1.7834045109339058; dx=3.259562272845159E-7 evalInputDelta=-0.09433210454881191
New Minimum: -1.8777366154827178 > -1.9172000801190734
WOLF (strong): th(471282.58844447497)=-1.9172000801190734; dx=1.2183196215624714E-7 evalInputDelta=0.03946346463635564
New Minimum: -1.9172000801190734 > -1.9193740002810955
END: th(157094.1961481583)=-1.9193740002810955; dx=-2.1583879711722235E-7 evalInputDelta=0.04163738479837775
Fitness changed from -1.8777366154827178 to -1.9193740002810955
Iteration 16 complete. Error: -1.9193740002810955 Total: 189.5114; Orientation: 0.2885; Line Search: 151.0195
Adding measurement 215e977f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.243e+02, gradient 5.378e-04, dot -0.309; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9193740002810955, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 215e977f to history. Total: 3
th(0)=-1.9193740002810955;dx=-1.6024183670393245E-7
New Minimum: -1.9193740002810955 > -1.9413287127390504
END: th(338449.1857842654)=-1.9413287127390504; dx=-1.3908555031016E-7 evalInputDelta=0.021954712457954884
Fitness changed from -1.9193740002810955 to -1.9413287127390504
Iteration 17 complete. Error: -1.9413287127390504 Total: 112.9889; Orientation: 0.0718; Line Search: 75.2959
Adding measurement 426851ef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.056e+02, gradient 4.931e-04, dot -0.345; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9413287127390504, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 426851ef to history. Total: 3
th(0)=-1.9413287127390504;dx=-1.603059227556382E-7
New Minimum: -1.9413287127390504 > -1.9494111565873027
END: th(729166.6666666673)=-1.9494111565873027; dx=-8.268841201447008E-8 evalInputDelta=0.008082443848252296
Fitness changed from -1.9413287127390504 to -1.9494111565873027
Iteration 18 complete. Error: -1.9494111565873027 Total: 114.4334; Orientation: 0.0741; Line Search: 75.8373
Adding measurement 5c469c7f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.582e+02, gradient 5.880e-04, dot -0.341; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9494111565873027, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 5c469c7f to history. Total: 3
th(0)=-1.9494111565873027;dx=-2.2515917599790615E-7
Armijo: th(1570941.9614815833)=-1.8097732751630247; dx=1.697932093381777E-7 evalInputDelta=-0.13963788142427802
New Minimum: -1.9494111565873027 > -1.95514769339934
WOLF (strong): th(785470.9807407917)=-1.95514769339934; dx=7.026737402056753E-8 evalInputDelta=0.0057365368120372295
New Minimum: -1.95514769339934 > -1.975207724608481
END: th(261823.66024693055)=-1.975207724608481; dx=-1.0427336895813894E-7 evalInputDelta=0.025796568021178246
Fitness changed from -1.9494111565873027 to -1.975207724608481
Iteration 19 complete. Error: -1.975207724608481 Total: 188.8373; Orientation: 0.0739; Line Search: 151.1206
Adding measurement 430f1672 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.225e+02, gradient 5.205e-04, dot -0.317; [4e3298ce-7956-48ac-90ca-e29433df19be = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.975207724608481, 4.812910513021052, 7.45153790153563, 9.261347227962688
LBFGS Accumulation History: 3 points
Removed measurement 430f1672 to history. Total: 3
th(0)=-1.975207724608481;dx=-1.5948815575433185E-7
New Minimum: -1.975207724608481 > -1.9843265733215958
END: th(564081.9763071091)=-1.9843265733215958; dx=-8.122372813567612E-8 evalInputDelta=0.009118848713114858
Fitness changed from -1.975207724608481 to -1.9843265733215958
Iteration 20 complete. Error: -1.9843265733215958 Total: 113.8691; Orientation: 0.0727; Line Search: 75.1050
Final threshold in iteration 21: -1.9843265733215958 (> -Infinity) after 3233.465s (< 5400.000s)
