Reset training subject: 4131406716725
Reset training subject: 4133097960617
Adding measurement 1b8a868b to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-0.09432141683907229;dx=-8.166959920463458E-5
New Minimum: -0.09432141683907229 > -0.09449561960863741
WOLFE (weak): th(2.154434690031884)=-0.09449561960863741; dx=-8.171307051915168E-5 evalInputDelta=1.7420276956511827E-4
New Minimum: -0.09449561960863741 > -0.09467071184513151
WOLFE (weak): th(4.308869380063768)=-0.09467071184513151; dx=-8.108341193466999E-5 evalInputDelta=3.4929500605922204E-4
New Minimum: -0.09467071184513151 > -0.09537365214087873
WOLFE (weak): th(12.926608140191302)=-0.09537365214087873; dx=-8.14585612050554E-5 evalInputDelta=0.0010522353018064395
New Minimum: -0.09537365214087873 > -0.09857174899924612
WOLFE (weak): th(51.70643256076521)=-0.09857174899924612; dx=-8.275149949451746E-5 evalInputDelta=0.004250332160173828
New Minimum: -0.09857174899924612 > -0.11644323356740761
WOLFE (weak): th(258.53216280382605)=-0.11644323356740761; dx=-8.870878263707776E-5 evalInputDelta=0.022121816728335325
New Minimum: -0.11644323356740761 > -0.2456502096328602
WOLFE (weak): th(1551.1929768229563)=-0.2456502096328602; dx=-1.0728599157508532E-4 evalInputDelta=0.15132879279378791
New Minimum: -0.2456502096328602 > -0.9321167566897436
END: th(10858.350837760694)=-0.9321167566897436; dx=-4.557394172217723E-5 evalInputDelta=0.8377953398506713
Fitness changed from -0.09432141683907229 to -0.9321167566897436
Iteration 1 complete. Error: -0.9321167566897436 Total: 13.5108; Orientation: 0.0184; Line Search: 9.4067
Iteration 1
Adding measurement fee2691 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.9321167566897436;dx=-4.76532384721003E-4
New Minimum: -0.9321167566897436 > -6.312583394019069
END: th(23393.607721408407)=-6.312583394019069; dx=-3.2121835370544324E-5 evalInputDelta=5.3804666373293255
Fitness changed from -0.9321167566897436 to -6.312583394019069
Iteration 2 complete. Error: -6.312583394019069 Total: 3.6282; Orientation: 0.0172; Line Search: 2.3594
Iteration 2
Adding measurement 65ec8e57 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-6.312583394019069;dx=-0.0013183309737141513
New Minimum: -6.312583394019069 > -13.326260470951649
END: th(50400.00000000001)=-13.326260470951649; dx=-1.641576403645184E-5 evalInputDelta=7.01367707693258
Fitness changed from -6.312583394019069 to -13.326260470951649
Iteration 3 complete. Error: -13.326260470951649 Total: 3.6737; Orientation: 0.0173; Line Search: 2.4005
Iteration 3
Adding measurement 46894fcb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.533e+03, gradient 3.811e-02, dot -0.052; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -13.326260470951649, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 46894fcb to history. Total: 3
th(0)=-13.326260470951649;dx=-0.0014489121745058582
New Minimum: -13.326260470951649 > -20.668502151853477
WOLF (strong): th(108583.50837760697)=-20.668502151853477; dx=1.6498676698904367E-5 evalInputDelta=7.342241680901829
New Minimum: -20.668502151853477 > -29.11784988849462
WOLF (strong): th(54291.75418880348)=-29.11784988849462; dx=7.191203110359411E-6 evalInputDelta=15.791589417542973
END: th(18097.251396267828)=-27.34093289059693; dx=-3.109075412865743E-4 evalInputDelta=14.014672419645283
Fitness changed from -13.326260470951649 to -29.11784988849462
Iteration 4 complete. Error: -29.11784988849462 Total: 6.4755; Orientation: 0.4552; Line Search: 4.7503
Iteration 4
Adding measurement 5ef58173 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.489e+03, gradient 4.224e-02, dot -0.044; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.11784988849462, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 5ef58173 to history. Total: 3
th(0)=-29.11784988849462;dx=-0.001773567820185115
New Minimum: -29.11784988849462 > -44.00391162477774
END: th(38989.346202347355)=-44.00391162477774; dx=-7.777382323504475E-5 evalInputDelta=14.886061736283121
Fitness changed from -29.11784988849462 to -44.00391162477774
Iteration 5 complete. Error: -44.00391162477774 Total: 4.1333; Orientation: 0.4469; Line Search: 2.4266
Iteration 5
Adding measurement 71747d33 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.276e+03, gradient 4.379e-02, dot -0.025; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -44.00391162477774, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 71747d33 to history. Total: 3
th(0)=-44.00391162477774;dx=-0.001887728367427622
Armijo: th(84000.00000000003)=-28.652766324849093; dx=1.3939392740325876E-4 evalInputDelta=-15.35114529992865
New Minimum: -44.00391162477774 > -47.937930347644595
WOLF (strong): th(42000.000000000015)=-47.937930347644595; dx=1.2730974029767557E-4 evalInputDelta=3.9340187228668526
New Minimum: -47.937930347644595 > -58.16118455354804
END: th(14000.000000000005)=-58.16118455354804; dx=-3.925600351137701E-4 evalInputDelta=14.157272928770297
Fitness changed from -44.00391162477774 to -58.16118455354804
Iteration 6 complete. Error: -58.16118455354804 Total: 6.4401; Orientation: 0.4501; Line Search: 4.7411
Adding measurement 775658e6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.178e+04, gradient 3.990e-02, dot -0.045; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -58.16118455354804, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 775658e6 to history. Total: 3
th(0)=-58.16118455354804;dx=-0.0015778014880988805
New Minimum: -58.16118455354804 > -67.71105242937632
END: th(30162.085660446384)=-67.71105242937632; dx=-9.534790082574502E-5 evalInputDelta=9.549867875828284
Fitness changed from -58.16118455354804 to -67.71105242937632
Iteration 7 complete. Error: -67.71105242937632 Total: 4.4107; Orientation: 0.8817; Line Search: 2.4004
Adding measurement 31aec362 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.396e+04, gradient 5.731e-02, dot -0.034; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -67.71105242937632, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 31aec362 to history. Total: 3
th(0)=-67.71105242937632;dx=-0.003255536705825827
Armijo: th(64982.24367057894)=-27.75293503094819; dx=2.1650384600874217E-4 evalInputDelta=-39.95811739842813
Armijo: th(32491.12183528947)=-53.98197579690373; dx=4.5260498105227084E-4 evalInputDelta=-13.72907663247259
New Minimum: -67.71105242937632 > -79.83255486583309
WOLF (strong): th(10830.37394509649)=-79.83255486583309; dx=4.963703611249892E-5 evalInputDelta=12.121502436456765
END: th(2707.5934862741224)=-75.52588740272272; dx=-0.0021652670758038712 evalInputDelta=7.814834973346393
Fitness changed from -67.71105242937632 to -79.83255486583309
Iteration 8 complete. Error: -79.83255486583309 Total: 7.5287; Orientation: 0.4467; Line Search: 5.9719
Adding measurement 24148ab0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.183e+04, gradient 4.951e-02, dot -0.051; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -79.83255486583309, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 24148ab0 to history. Total: 3
th(0)=-79.83255486583309;dx=-0.002375754456914565
New Minimum: -79.83255486583309 > -88.90859783806766
END: th(5833.333333333337)=-88.90859783806766; dx=-0.0010702211034546748 evalInputDelta=9.076042972234575
Fitness changed from -79.83255486583309 to -88.90859783806766
Iteration 9 complete. Error: -88.90859783806766 Total: 3.9455; Orientation: 0.4507; Line Search: 2.3773
Adding measurement 205ac86e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.589e+04, gradient 3.845e-02, dot -0.065; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -88.90859783806766, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 205ac86e to history. Total: 3
th(0)=-88.90859783806766;dx=-0.001444912988044719
New Minimum: -88.90859783806766 > -97.0199822362641
END: th(12567.535691852663)=-97.0199822362641; dx=-7.827649943129624E-4 evalInputDelta=8.111384398196435
Fitness changed from -88.90859783806766 to -97.0199822362641
Iteration 10 complete. Error: -97.0199822362641 Total: 4.0551; Orientation: 0.5588; Line Search: 2.3561
Iteration 10
Adding measurement 4f1b9629 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.520e+04, gradient 4.081e-02, dot -0.071; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -97.0199822362641, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 4f1b9629 to history. Total: 3
th(0)=-97.0199822362641;dx=-0.001636192619085439
New Minimum: -97.0199822362641 > -97.80660425522143
END: th(27075.93486274123)=-97.80660425522143; dx=-1.2861343362817143E-4 evalInputDelta=0.7866220189573312
Fitness changed from -97.0199822362641 to -97.80660425522143
Iteration 11 complete. Error: -97.80660425522143 Total: 4.0606; Orientation: 0.4449; Line Search: 2.3516
Adding measurement 486f8a2b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.769e+04, gradient 5.904e-02, dot -0.038; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -97.80660425522143, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 486f8a2b to history. Total: 3
th(0)=-97.80660425522143;dx=-0.0034207098338361382
Armijo: th(58333.33333333338)=-52.70860249848928; dx=3.232929554211018E-4 evalInputDelta=-45.09800175673215
Armijo: th(29166.66666666669)=-83.22066276434897; dx=5.92228937444364E-4 evalInputDelta=-14.585941490872457
New Minimum: -97.80660425522143 > -111.5740015079678
END: th(9722.22222222223)=-111.5740015079678; dx=-2.956279825670546E-5 evalInputDelta=13.767397252746363
Fitness changed from -97.80660425522143 to -111.5740015079678
Iteration 12 complete. Error: -111.5740015079678 Total: 6.2951; Orientation: 0.4439; Line Search: 4.7259
Adding measurement 1e647b62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.816e+04, gradient 4.834e-02, dot -0.071; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -111.5740015079678, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 1e647b62 to history. Total: 3
th(0)=-111.5740015079678;dx=-0.002319214295843731
Armijo: th(20945.89281975444)=-106.34433771509651; dx=4.0236301515922195E-4 evalInputDelta=-5.229663792871278
New Minimum: -111.5740015079678 > -117.9571144924078
END: th(10472.94640987722)=-117.9571144924078; dx=-1.1921945454591085E-4 evalInputDelta=6.383112984440004
Fitness changed from -111.5740015079678 to -117.9571144924078
Iteration 13 complete. Error: -117.9571144924078 Total: 5.1058; Orientation: 0.4408; Line Search: 3.5365
Adding measurement 1c87c1c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.462e+04, gradient 5.053e-02, dot -0.057; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -117.9571144924078, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 1c87c1c7 to history. Total: 3
th(0)=-117.9571144924078;dx=-0.002527692405632768
Armijo: th(22563.27905228436)=-100.44982325612872; dx=6.171762676573835E-4 evalInputDelta=-17.507291236279073
New Minimum: -117.9571144924078 > -120.47651158524636
WOLF (strong): th(11281.63952614218)=-120.47651158524636; dx=1.9671199446395953E-4 evalInputDelta=2.5193970928385596
New Minimum: -120.47651158524636 > -123.88080602564104
END: th(3760.54650871406)=-123.88080602564104; dx=-0.0013385239277698994 evalInputDelta=5.923691533233239
Fitness changed from -117.9571144924078 to -123.88080602564104
Iteration 14 complete. Error: -123.88080602564104 Total: 6.7495; Orientation: 0.4454; Line Search: 5.1873
Adding measurement 2f022d0d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.727e+04, gradient 3.861e-02, dot -0.092; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -123.88080602564104, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 2f022d0d to history. Total: 3
th(0)=-123.88080602564104;dx=-0.0014545998316098673
New Minimum: -123.88080602564104 > -127.62934615518486
END: th(8101.851851851859)=-127.62934615518486; dx=-8.276466750515906E-4 evalInputDelta=3.7485401295438265
Fitness changed from -123.88080602564104 to -127.62934615518486
Iteration 15 complete. Error: -127.62934615518486 Total: 4.1341; Orientation: 0.6271; Line Search: 2.3768
Iteration 15
Adding measurement 34ea05c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.444e+05, gradient 3.995e-02, dot -0.098; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -127.62934615518486, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 34ea05c6 to history. Total: 3
th(0)=-127.62934615518486;dx=-0.001557354884543029
New Minimum: -127.62934615518486 > -129.3204066577468
END: th(17454.910683128703)=-129.3204066577468; dx=-3.0369221663480964E-4 evalInputDelta=1.6910605025619247
Fitness changed from -127.62934615518486 to -129.3204066577468
Iteration 16 complete. Error: -129.3204066577468 Total: 4.0961; Orientation: 0.4462; Line Search: 2.3787
Adding measurement eb0d20b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.844e+05, gradient 5.250e-02, dot -0.075; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -129.3204066577468, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement eb0d20b to history. Total: 3
th(0)=-129.3204066577468;dx=-0.0027444560734709994
Armijo: th(37605.465087140605)=-97.43239342776354; dx=3.7021483726831957E-4 evalInputDelta=-31.888013229983244
Armijo: th(18802.732543570302)=-120.64856473193123; dx=5.323003083368337E-4 evalInputDelta=-8.671841925815556
New Minimum: -129.3204066577468 > -137.36951905581165
END: th(6267.577514523434)=-137.36951905581165; dx=-7.696134616577124E-4 evalInputDelta=8.049112398064864
Fitness changed from -129.3204066577468 to -137.36951905581165
Iteration 17 complete. Error: -137.36951905581165 Total: 6.4712; Orientation: 0.4544; Line Search: 4.8717
Adding measurement 6b41c447 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.586e+05, gradient 4.076e-02, dot -0.104; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -137.36951905581165, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 6b41c447 to history. Total: 3
th(0)=-137.36951905581165;dx=-0.0016520540241337677
New Minimum: -137.36951905581165 > -139.70578739354357
END: th(13503.0864197531)=-139.70578739354357; dx=-3.122035666552657E-4 evalInputDelta=2.336268337731923
Fitness changed from -137.36951905581165 to -139.70578739354357
Iteration 18 complete. Error: -139.70578739354357 Total: 4.1595; Orientation: 0.4522; Line Search: 2.5307
Adding measurement 24ca2f97 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.188e+06, gradient 5.295e-02, dot -0.091; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -139.70578739354357, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
LBFGS Accumulation History: 3 points
Removed measurement 24ca2f97 to history. Total: 3
th(0)=-139.70578739354357;dx=-0.0027738028616514825
Armijo: th(29091.51780521451)=-109.14519608358859; dx=6.25500508354862E-4 evalInputDelta=-30.560591309954987
Armijo: th(14545.758902607255)=-134.61971902362595; dx=5.643548278172652E-4 evalInputDelta=-5.086068369917626
New Minimum: -139.70578739354357 > -145.80937898502964
END: th(4848.586300869085)=-145.80937898502964; dx=-8.637336681131616E-4 evalInputDelta=6.103591591486065
Fitness changed from -139.70578739354357 to -145.80937898502964
Iteration 19 complete. Error: -145.80937898502964 Total: 6.3323; Orientation: 0.4528; Line Search: 4.7562
Adding measurement 313f56f0 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 4.841e+03, gradient 3.955e-02, dot 0.347; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-145.80937898502964;dx=-65.33705499504609
Armijo: th(10445.962524205725)=-0.7794781619812359; dx=6.545183064077955E-5 evalInputDelta=-145.0299008230484
Armijo: th(5222.981262102862)=-0.7740473029100573; dx=2.046319656706252E-4 evalInputDelta=-145.0353316821196
Armijo: th(1740.9937540342873)=-0.9153306429319396; dx=7.757192993599001E-4 evalInputDelta=-144.8940483420977
Armijo: th(435.24843850857184)=-0.8798819657299443; dx=0.002031379910904824 evalInputDelta=-144.9294970192997
Armijo: th(87.04968770171436)=-1.340379613368754; dx=0.005519259559463651 evalInputDelta=-144.46899937166089
Armijo: th(14.50828128361906)=-8.128909534928457; dx=-0.014193118866399984 evalInputDelta=-137.68046945010119
Armijo: th(2.07261161194558)=-37.70330954679244; dx=2.195473636454845 evalInputDelta=-108.1060694382372
Armijo: th(0.2590764514931975)=-133.57038903935631; dx=19.7661328973761 evalInputDelta=-12.238989945673325
New Minimum: -145.80937898502964 > -146.34969225070137
END: th(0.02878627238813306)=-146.34969225070137; dx=-50.349223838203415 evalInputDelta=0.5403132656717275
Fitness changed from -145.80937898502964 to -146.34969225070137
Iteration 20 complete. Error: -146.34969225070137 Total: 13.9706; Orientation: 0.4404; Line Search: 12.4088
Iteration 20
Adding measurement 1a2d68a to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.281e+07, gradient 3.882e-02, dot -0.153; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -146.34969225070137, -145.80937898502964, -6.312583394019069, -0.9321167566897436, -0.09432141683907229
Rejected: LBFGS Orientation magnitude: 9.540e+06, gradient 3.882e-02, dot -0.297; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -146.34969225070137, -145.80937898502964, -6.312583394019069, -0.9321167566897436
LBFGS Accumulation History: 3 points
Removed measurement 1a2d68a to history. Total: 4
Removed measurement 313f56f0 to history. Total: 3
th(0)=-146.34969225070137;dx=-0.0014860906710474253
New Minimum: -146.34969225070137 > -146.349738960307
WOLFE (weak): th(0.06201814382970082)=-146.349738960307; dx=-0.0014402163997909486 evalInputDelta=4.670960564112647E-5
New Minimum: -146.349738960307 > -146.34979234269517
WOLFE (weak): th(0.12403628765940164)=-146.34979234269517; dx=-0.0014538067903395713 evalInputDelta=1.0009199380078826E-4
New Minimum: -146.34979234269517 > -146.34999252647742
WOLFE (weak): th(0.3721088629782049)=-146.34999252647742; dx=-0.0014326193529492178 evalInputDelta=3.0027577605551414E-4
New Minimum: -146.34999252647742 > -146.350913368349
WOLFE (weak): th(1.4884354519128196)=-146.350913368349; dx=-0.0014527912165308479 evalInputDelta=0.001221117647645542
New Minimum: -146.350913368349 > -146.35583777219136
WOLFE (weak): th(7.442177259564097)=-146.35583777219136; dx=-0.0014481988948108477 evalInputDelta=0.006145521489997918
New Minimum: -146.35583777219136 > -146.38652148293914
WOLFE (weak): th(44.653063557384584)=-146.38652148293914; dx=-0.0014468819495389376 evalInputDelta=0.03682923223777834
New Minimum: -146.38652148293914 > -146.60298614583198
WOLFE (weak): th(312.5714449016921)=-146.60298614583198; dx=-0.0014225761005519717 evalInputDelta=0.25329389513061074
New Minimum: -146.60298614583198 > -148.08774584262534
END: th(2500.5715592135366)=-148.08774584262534; dx=-0.001230858343400876 evalInputDelta=1.738053591923972
Fitness changed from -146.34969225070137 to -148.08774584262534
Iteration 21 complete. Error: -148.08774584262534 Total: 12.9368; Orientation: 0.9962; Line Search: 10.6747
Adding measurement 19a291d9 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 2.245e+05, gradient 3.715e-02, dot 0.158; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
th(0)=-148.08774584262534;dx=-1308.5014565039908
Armijo: th(5387.31811207676)=-2.1809796840765703; dx=7.48256420816784E-5 evalInputDelta=-145.90676615854878
Armijo: th(2693.65905603838)=-2.194915735630262; dx=1.9850833800448198E-4 evalInputDelta=-145.89283010699506
Armijo: th(897.8863520127934)=-2.226320701988603; dx=3.8824196876949366E-4 evalInputDelta=-145.86142514063673
Armijo: th(224.47158800319835)=-2.228008135583841; dx=0.003287948608250195 evalInputDelta=-145.8597377070415
Armijo: th(44.89431760063967)=-2.181418329864908; dx=0.008189945883326218 evalInputDelta=-145.90632751276044
Armijo: th(7.482386266773278)=-1.990490658237716; dx=0.0492456353967548 evalInputDelta=-146.09725518438762
Armijo: th(1.068912323824754)=-4.994468299281646; dx=1.8524755554678718 evalInputDelta=-143.0932775433437
Armijo: th(0.13361404047809425)=-29.523534665095468; dx=35.874925712442135 evalInputDelta=-118.56421117752987
Armijo: th(0.014846004497566028)=-120.41074316817624; dx=1317.5872481922688 evalInputDelta=-27.6770026744491
New Minimum: -148.08774584262534 > -149.52542112463686
END: th(0.0014846004497566028)=-149.52542112463686; dx=-318.95656228335747 evalInputDelta=1.4376752820115257
Fitness changed from -148.08774584262534 to -149.52542112463686
Iteration 22 complete. Error: -149.52542112463686 Total: 14.6396; Orientation: 0.4402; Line Search: 13.0823
Adding measurement 416c19d0 to history. Total: 4
Accepted: LBFGS Orientation magnitude: 4.369e+04, gradient 3.861e-02, dot 0.062; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
th(0)=-149.52542112463686;dx=-103.5027896079201
New Minimum: -149.52542112463686 > -149.5785942552443
END: th(0.0031984747097925617)=-149.5785942552443; dx=-8.215257964132881 evalInputDelta=0.05317313060743345
Fitness changed from -149.52542112463686 to -149.5785942552443
Iteration 23 complete. Error: -149.5785942552443 Total: 4.1544; Orientation: 0.6497; Line Search: 2.3774
Adding measurement d8180e9 to history. Total: 5
Accepted: LBFGS Orientation magnitude: 2.529e+04, gradient 3.996e-02, dot 0.019; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
th(0)=-149.5785942552443;dx=-18.90538034320044
Armijo: th(0.006890904869966757)=-149.20776464799007; dx=37.19374791054134 evalInputDelta=-0.37082960725422254
Armijo: th(0.0034454524349833786)=-149.43851944445248; dx=20.265409573298086 evalInputDelta=-0.14007481079181616
Armijo: th(0.0011484841449944595)=-149.54223771020347; dx=8.380119489877838 evalInputDelta=-0.036356545040831634
Armijo: th(2.871210362486149E-4)=-149.5706746616796; dx=3.846260855698196 evalInputDelta=-0.007919593564707839
Armijo: th(5.7424207249722976E-5)=-149.57709916210436; dx=3.957354352237921 evalInputDelta=-0.0014950931399368983
Armijo: th(9.570701208287163E-6)=-149.57835269098933; dx=3.9764877951586666 evalInputDelta=-2.415642549635777E-4
Armijo: th(1.367243029755309E-6)=-149.57856814020852; dx=3.215343214548051 evalInputDelta=-2.611503578009433E-5
Armijo: th(1.7090537871941362E-7)=-149.5785942552443; dx=3.8214583370149366 evalInputDelta=0.0
Armijo: th(1.8989486524379292E-8)=-149.5785942552443; dx=3.8902186247671757 evalInputDelta=0.0
New Minimum: -149.5785942552443 > -149.57860078400253
WOLF (strong): th(1.898948652437929E-9)=-149.57860078400253; dx=3.568828529909977 evalInputDelta=6.528758234480847E-6
WOLF (strong): th(1.7263169567617536E-10)=-149.5785942552443; dx=3.796029170737258 evalInputDelta=0.0
MIN ALPHA (1.438597463968128E-11): th(1.898948652437929E-9)=-149.57860078400253
Fitness changed from -149.5785942552443 to -149.57860078400253
Iteration 24 complete. Error: -149.57860078400253 Total: 17.6935; Orientation: 0.6688; Line Search: 15.8996
Adding measurement 6b8a79d1 to history. Total: 6
Accepted: LBFGS Orientation magnitude: 1.311e+04, gradient 3.998e-02, dot 0.018; [42f402c9-97e6-4c2d-b11f-2e758f233bcd = 1.000/1.000e+00]
th(0)=-149.57860078400253;dx=-9.859488229932762
Armijo: th(2.1544346900318838E-10)=-149.5785942552443; dx=2.0060892781720288 evalInputDelta=-6.528758234480847E-6
Armijo: th(1.0772173450159419E-10)=-149.5785942552443; dx=2.1416855943399424 evalInputDelta=-6.528758234480847E-6
MIN ALPHA (3.590724483386473E-11): th(0.0)=-149.57860078400253
Fitness changed from -149.57860078400253 to -149.57860078400253
Static Iteration Total: 6.6653; Orientation: 0.8035; Line Search: 4.7237
Iteration 25 failed. Error: -149.57860078400253
Previous Error: 0.0 -> -149.57860078400253
Retrying iteration 25
Reset training subject: 4306673074178
Adding measurement 5b3dfd79 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-149.57860078400253;dx=-0.0015892184159465661
WOLFE (weak): th(2.1544346900318838E-10)=-149.57860078400253; dx=-0.001536702480542024 evalInputDelta=0.0
WOLFE (weak): th(4.3088693800637676E-10)=-149.57860078400253; dx=-0.0015317278735525837 evalInputDelta=0.0
WOLFE (weak): th(1.2926608140191302E-9)=-149.57860078400253; dx=-0.0015244452759409178 evalInputDelta=0.0
WOLFE (weak): th(5.170643256076521E-9)=-149.57860078400253; dx=-0.0015369034127499727 evalInputDelta=0.0
WOLFE (weak): th(2.5853216280382606E-8)=-149.57860078400253; dx=-0.001518914685459841 evalInputDelta=0.0
WOLFE (weak): th(1.5511929768229565E-7)=-149.57860078400253; dx=-0.0015341522125230844 evalInputDelta=0.0
WOLFE (weak): th(1.0858350837760695E-6)=-149.57860078400253; dx=-0.0015305379672474512 evalInputDelta=0.0
Armijo: th(8.686680670208556E-6)=-149.5785942552443; dx=-0.0015349050434766858 evalInputDelta=-6.528758234480847E-6
Armijo: th(4.886257876992313E-6)=-149.5785942552443; dx=-0.001526827698616985 evalInputDelta=-6.528758234480847E-6
Armijo: th(2.986046480384191E-6)=-149.5785942552443; dx=-0.0015306525191087776 evalInputDelta=-6.528758234480847E-6
Armijo: th(2.0359407820801304E-6)=-149.5785942552443; dx=-0.0015193357836118333 evalInputDelta=-6.528758234480847E-6
Armijo: th(1.5608879329281E-6)=-149.5785942552443; dx=-0.001533828793004289 evalInputDelta=-6.528758234480847E-6
Armijo: th(1.3233615083520847E-6)=-149.5785942552443; dx=-0.001534803280776028 evalInputDelta=-6.528758234480847E-6
WOLFE (weak): th(1.2045982960640772E-6)=-149.57860078400253; dx=-0.0015309592373110039 evalInputDelta=0.0
Armijo: th(1.263979902208081E-6)=-149.5785942552443; dx=-0.0015351416966616943 evalInputDelta=-6.528758234480847E-6
WOLFE (weak): th(1.2342890991360792E-6)=-149.57860078400253; dx=-0.001516920287087853 evalInputDelta=0.0
Armijo: th(1.2491345006720802E-6)=-149.5785942552443; dx=-0.0015334001890258608 evalInputDelta=-6.528758234480847E-6
WOLFE (weak): th(1.2417117999040798E-6)=-149.57860078400253; dx=-0.001537030902306857 evalInputDelta=0.0
Armijo: th(1.24542315028808E-6)=-149.5785942552443; dx=-0.001533672135171112 evalInputDelta=-6.528758234480847E-6
WOLFE (weak): th(1.24356747509608E-6)=-149.57860078400253; dx=-0.00152478860495865 evalInputDelta=0.0
WOLFE (weak): th(1.24449531269208E-6)=-149.57860078400253; dx=-0.0015378424474741374 evalInputDelta=0.0
Armijo: th(1.24495923149008E-6)=-149.5785942552443; dx=-0.0015328062160633949 evalInputDelta=-6.528758234480847E-6
Armijo: th(1.2447272720910801E-6)=-149.5785942552443; dx=-0.001529751978022811 evalInputDelta=-6.528758234480847E-6
Armijo: th(1.2446112923915802E-6)=-149.5785942552443; dx=-0.0015058369863116391 evalInputDelta=-6.528758234480847E-6
WOLFE (weak): th(1.2445533025418302E-6)=-149.57860078400253; dx=-0.0015321738263057738 evalInputDelta=0.0
Armijo: th(1.2445822974667052E-6)=-149.5785942552443; dx=-0.001531508612760061 evalInputDelta=-6.528758234480847E-6
WOLFE (weak): th(1.2445678000042678E-6)=-149.57860078400253; dx=-0.001536694659239837 evalInputDelta=0.0
WOLFE (weak): th(1.2445750487354864E-6)=-149.57860078400253; dx=-0.0015347035798291744 evalInputDelta=0.0
mu ~= nu (1.2445750487354864E-6): th(0.0)=-149.57860078400253
Fitness changed from -149.57860078400253 to -149.57860078400253
Static Iteration Total: 38.4194; Orientation: 0.0178; Line Search: 36.1186
Iteration 26 failed. Error: -149.57860078400253
Previous Error: 0.0 -> -149.57860078400253
Optimization terminated 26
Final threshold in iteration 26: -149.57860078400253 (> -Infinity) after 213.686s (< 3600.000s)