Reset training subject: 107598537371500
Reset training subject: 107603838469300
Adding measurement 8c940e2 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.717195963487029;dx=-7.140728148819448E-5
New Minimum: 9.717195963487029 > 9.717100005131215
WOLFE (weak): th(2.154434690031884)=9.717100005131215; dx=-7.140313142956037E-5 evalInputDelta=9.595835581421852E-5
New Minimum: 9.717100005131215 > 9.717004491016269
WOLFE (weak): th(4.308869380063768)=9.717004491016269; dx=-7.141389236279931E-5 evalInputDelta=1.9147247076034546E-4
New Minimum: 9.717004491016269 > 9.716621022671461
WOLFE (weak): th(12.926608140191302)=9.716621022671461; dx=-7.143612133862907E-5 evalInputDelta=5.749408155679703E-4
New Minimum: 9.716621022671461 > 9.7148956367746
WOLFE (weak): th(51.70643256076521)=9.7148956367746; dx=-7.151508954483232E-5 evalInputDelta=0.0023003267124295235
New Minimum: 9.7148956367746 > 9.705658908933401
WOLFE (weak): th(258.53216280382605)=9.705658908933401; dx=-7.188331849588638E-5 evalInputDelta=0.011537054553627968
New Minimum: 9.705658908933401 > 9.646578105166554
WOLFE (weak): th(1551.1929768229563)=9.646578105166554; dx=-7.48240592692841E-5 evalInputDelta=0.07061785832047462
New Minimum: 9.646578105166554 > 9.226186567917466
WOLFE (weak): th(10858.350837760694)=9.226186567917466; dx=-6.575686886279093E-5 evalInputDelta=0.4910093955695629
New Minimum: 9.226186567917466 > 7.8997205048799515
END: th(86866.80670208555)=7.8997205048799515; dx=-1.3259907421452992E-5 evalInputDelta=1.8174754586070776
Fitness changed from 9.717195963487029 to 7.8997205048799515
Iteration 1 complete. Error: 7.8997205048799515 Total: 56.4910; Orientation: 0.0194; Line Search: 41.8797
Adding measurement 26d443e3 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.8997205048799515;dx=-9.511335302156754E-5
New Minimum: 7.8997205048799515 > 6.091746922582388
WOLF (strong): th(187148.86177126726)=6.091746922582388; dx=2.4241370301110897E-6 evalInputDelta=1.8079735822975636
END: th(93574.43088563363)=6.092904392629862; dx=-6.808694425984253E-6 evalInputDelta=1.8068161122500896
Fitness changed from 7.8997205048799515 to 6.091746922582388
Iteration 2 complete. Error: 6.091746922582388 Total: 18.3041; Orientation: 0.0022; Line Search: 13.7734
Adding measurement 473a66a0 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.091746922582388;dx=-5.710120733852818E-5
New Minimum: 6.091746922582388 > 4.6691521890461445
WOLF (strong): th(201600.00000000003)=4.6691521890461445; dx=8.488282394903697E-8 evalInputDelta=1.4225947335362434
END: th(100800.00000000001)=4.817139435559511; dx=-6.449481487611776E-6 evalInputDelta=1.2746074870228767
Fitness changed from 6.091746922582388 to 4.6691521890461445
Iteration 3 complete. Error: 4.6691521890461445 Total: 18.5465; Orientation: 0.0019; Line Search: 13.8764
Adding measurement 129a9d88 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.670e+02, gradient 4.526e-03, dot -0.359; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.6691521890461445, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 129a9d88 to history. Total: 3
th(0)=4.6691521890461445;dx=-2.0485742638192408E-5
New Minimum: 4.6691521890461445 > 3.784517154097557
END: th(217167.01675521393)=3.784517154097557; dx=-1.6662996585626622E-7 evalInputDelta=0.8846350349485874
Fitness changed from 4.6691521890461445 to 3.784517154097557
Iteration 4 complete. Error: 3.784517154097557 Total: 14.7442; Orientation: 0.0534; Line Search: 9.3023
Adding measurement 1a8b3791 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.999e+02, gradient 3.862e-03, dot -0.363; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.784517154097557, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 1a8b3791 to history. Total: 3
th(0)=3.784517154097557;dx=-1.4917519691159033E-5
New Minimum: 3.784517154097557 > 3.7657794393599033
WOLF (strong): th(467872.15442816826)=3.7657794393599033; dx=4.4393386723030715E-6 evalInputDelta=0.018737714737653732
New Minimum: 3.7657794393599033 > 3.331347282975912
WOLF (strong): th(233936.07721408413)=3.331347282975912; dx=1.4401470641738542E-6 evalInputDelta=0.453169871121645
END: th(77978.69240469471)=3.368976429104805; dx=-5.076695460608119E-6 evalInputDelta=0.4155407249927521
Fitness changed from 3.784517154097557 to 3.331347282975912
Iteration 5 complete. Error: 3.331347282975912 Total: 23.0329; Orientation: 0.0293; Line Search: 18.4103
Adding measurement aab9cd5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.584e+02, gradient 4.230e-03, dot -0.354; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.331347282975912, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement aab9cd5 to history. Total: 3
th(0)=3.331347282975912;dx=-1.7896002611096973E-5
New Minimum: 3.331347282975912 > 3.0170733146369457
WOLF (strong): th(168000.00000000006)=3.0170733146369457; dx=4.753452457285826E-6 evalInputDelta=0.31427396833896637
New Minimum: 3.0170733146369457 > 2.9132138155400753
END: th(84000.00000000003)=2.9132138155400753; dx=-2.603787869642965E-6 evalInputDelta=0.4181334674358368
Fitness changed from 3.331347282975912 to 2.9132138155400753
Iteration 6 complete. Error: 2.9132138155400753 Total: 18.4160; Orientation: 0.0262; Line Search: 13.8215
Adding measurement 34fb622b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.053e+03, gradient 2.285e-03, dot -0.475; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9132138155400753, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 34fb622b to history. Total: 3
th(0)=2.9132138155400753;dx=-5.2219861431805616E-6
New Minimum: 2.9132138155400753 > 2.62349471449852
END: th(180972.5139626783)=2.62349471449852; dx=-1.6166181846098294E-6 evalInputDelta=0.2897191010415554
Fitness changed from 2.9132138155400753 to 2.62349471449852
Iteration 7 complete. Error: 2.62349471449852 Total: 14.5533; Orientation: 0.0262; Line Search: 9.1843
Adding measurement 7d7ab689 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.608e+02, gradient 2.373e-03, dot -0.434; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.62349471449852, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 7d7ab689 to history. Total: 3
th(0)=2.62349471449852;dx=-5.628795383034236E-6
Armijo: th(389893.4620234736)=2.6519936732947826; dx=2.129407720787517E-6 evalInputDelta=-0.02849895879626274
New Minimum: 2.62349471449852 > 2.460603505373001
WOLF (strong): th(194946.7310117368)=2.460603505373001; dx=6.307738202969448E-7 evalInputDelta=0.1628912091255188
END: th(64982.24367057893)=2.4929634667932987; dx=-2.6364399671784987E-6 evalInputDelta=0.13053124770522118
Fitness changed from 2.62349471449852 to 2.460603505373001
Iteration 8 complete. Error: 2.460603505373001 Total: 22.9806; Orientation: 0.0254; Line Search: 18.4209
Adding measurement 502e364 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.215e+03, gradient 2.582e-03, dot -0.432; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.460603505373001, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 502e364 to history. Total: 3
th(0)=2.460603505373001;dx=-6.666470165865403E-6
New Minimum: 2.460603505373001 > 2.231862474232912
WOLF (strong): th(140000.00000000006)=2.231862474232912; dx=5.097585209917234E-7 evalInputDelta=0.22874103114008904
END: th(70000.00000000003)=2.2712909281253815; dx=-3.285546014485655E-6 evalInputDelta=0.18931257724761963
Fitness changed from 2.460603505373001 to 2.231862474232912
Iteration 9 complete. Error: 2.231862474232912 Total: 18.4100; Orientation: 0.0276; Line Search: 13.7954
Adding measurement 32cd7bef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.720e+02, gradient 2.068e-03, dot -0.441; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.231862474232912, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 32cd7bef to history. Total: 3
th(0)=2.231862474232912;dx=-4.277814913682368E-6
New Minimum: 2.231862474232912 > 2.0915388613939285
END: th(150810.42830223194)=2.0915388613939285; dx=-1.784887425530671E-7 evalInputDelta=0.14032361283898354
Fitness changed from 2.231862474232912 to 2.0915388613939285
Iteration 10 complete. Error: 2.0915388613939285 Total: 14.8327; Orientation: 0.0306; Line Search: 10.2070
Adding measurement 4fbdc558 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.255e+03, gradient 1.901e-03, dot -0.524; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0915388613939285, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 4fbdc558 to history. Total: 3
th(0)=2.0915388613939285;dx=-3.6150130820057864E-6
Armijo: th(324911.2183528947)=2.240086179226637; dx=4.555612892602047E-6 evalInputDelta=-0.14854731783270836
New Minimum: 2.0915388613939285 > 1.9723721258342266
WOLF (strong): th(162455.60917644735)=1.9723721258342266; dx=3.791722002677207E-7 evalInputDelta=0.11916673555970192
END: th(54151.86972548245)=2.010105464607477; dx=-2.417042566209331E-6 evalInputDelta=0.08143339678645134
Fitness changed from 2.0915388613939285 to 1.9723721258342266
Iteration 11 complete. Error: 1.9723721258342266 Total: 23.1869; Orientation: 0.0250; Line Search: 18.5802
Adding measurement 71d181c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.734e+02, gradient 2.113e-03, dot -0.406; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9723721258342266, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 71d181c8 to history. Total: 3
th(0)=1.9723721258342266;dx=-4.463575134257877E-6
New Minimum: 1.9723721258342266 > 1.8513781279325485
WOLF (strong): th(116666.66666666674)=1.8513781279325485; dx=8.113616940160063E-8 evalInputDelta=0.12099399790167809
END: th(58333.33333333337)=1.8761760629713535; dx=-1.8600863385038107E-6 evalInputDelta=0.09619606286287308
Fitness changed from 1.9723721258342266 to 1.8513781279325485
Iteration 12 complete. Error: 1.8513781279325485 Total: 18.6777; Orientation: 0.0248; Line Search: 14.0871
Adding measurement 5771d31e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.269e+03, gradient 1.649e-03, dot -0.560; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8513781279325485, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 5771d31e to history. Total: 3
th(0)=1.8513781279325485;dx=-2.7177675386547114E-6
New Minimum: 1.8513781279325485 > 1.7581641972064972
END: th(125675.35691852664)=1.7581641972064972; dx=-5.97992598846963E-7 evalInputDelta=0.09321393072605133
Fitness changed from 1.8513781279325485 to 1.7581641972064972
Iteration 13 complete. Error: 1.7581641972064972 Total: 13.8635; Orientation: 0.0245; Line Search: 9.2723
Adding measurement 6c7eb038 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.070e+03, gradient 1.473e-03, dot -0.535; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7581641972064972, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 6c7eb038 to history. Total: 3
th(0)=1.7581641972064972;dx=-2.168301366860862E-6
New Minimum: 1.7581641972064972 > 1.6504243165254593
WOLF (strong): th(270759.3486274123)=1.6504243165254593; dx=6.337956556154892E-8 evalInputDelta=0.1077398806810379
END: th(135379.67431370614)=1.6642857789993286; dx=-7.312449222679155E-7 evalInputDelta=0.09387841820716858
Fitness changed from 1.7581641972064972 to 1.6504243165254593
Iteration 14 complete. Error: 1.6504243165254593 Total: 18.4778; Orientation: 0.0252; Line Search: 13.8164
Adding measurement 6b4c4267 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.337e+03, gradient 2.066e-03, dot -0.447; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6504243165254593, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 6b4c4267 to history. Total: 3
th(0)=1.6504243165254593;dx=-4.268710411618047E-6
Armijo: th(291666.66666666686)=1.8838214799761772; dx=6.380066071223669E-6 evalInputDelta=-0.23339716345071793
New Minimum: 1.6504243165254593 > 1.5413569957017899
WOLF (strong): th(145833.33333333343)=1.5413569957017899; dx=9.881526991999247E-7 evalInputDelta=0.10906732082366943
END: th(48611.111111111146)=1.56608522310853; dx=-2.645477095530805E-6 evalInputDelta=0.08433909341692924
Fitness changed from 1.6504243165254593 to 1.5413569957017899
Iteration 15 complete. Error: 1.5413569957017899 Total: 24.1658; Orientation: 0.0251; Line Search: 19.4428
Adding measurement 61485a6c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.767e+02, gradient 1.796e-03, dot -0.402; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5413569957017899, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 61485a6c to history. Total: 3
th(0)=1.5413569957017899;dx=-3.226682119494206E-6
New Minimum: 1.5413569957017899 > 1.442074954509735
END: th(104729.46409877221)=1.442074954509735; dx=-3.165866248777502E-7 evalInputDelta=0.09928204119205475
Fitness changed from 1.5413569957017899 to 1.442074954509735
Iteration 16 complete. Error: 1.442074954509735 Total: 13.8657; Orientation: 0.0241; Line Search: 9.2775
Adding measurement 3be5ef38 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.254e+03, gradient 1.232e-03, dot -0.633; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.442074954509735, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 3be5ef38 to history. Total: 3
th(0)=1.442074954509735;dx=-1.5177705479847098E-6
New Minimum: 1.442074954509735 > 1.369089737534523
END: th(225632.7905228436)=1.369089737534523; dx=-1.4047451936691135E-7 evalInputDelta=0.0729852169752121
Fitness changed from 1.442074954509735 to 1.369089737534523
Iteration 17 complete. Error: 1.369089737534523 Total: 13.7977; Orientation: 0.0248; Line Search: 9.1643
Adding measurement 7e012920 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.964e+02, gradient 1.719e-03, dot -0.399; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.369089737534523, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 7e012920 to history. Total: 3
th(0)=1.369089737534523;dx=-2.954019182165584E-6
Armijo: th(486111.11111111153)=1.6181990168988705; dx=2.395055668893718E-6 evalInputDelta=-0.24910927936434746
New Minimum: 1.369089737534523 > 1.3430073708295822
WOLF (strong): th(243055.55555555577)=1.3430073708295822; dx=1.5537365976137204E-6 evalInputDelta=0.026082366704940796
New Minimum: 1.3430073708295822 > 1.2895891144871712
END: th(81018.51851851858)=1.2895891144871712; dx=-6.450114110014298E-7 evalInputDelta=0.07950062304735184
Fitness changed from 1.369089737534523 to 1.2895891144871712
Iteration 18 complete. Error: 1.2895891144871712 Total: 23.0333; Orientation: 0.0538; Line Search: 18.3355
Adding measurement 5fb94747 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.215e+03, gradient 1.044e-03, dot -0.683; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2895891144871712, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 5fb94747 to history. Total: 3
th(0)=1.2895891144871712;dx=-1.0896496871244584E-6
New Minimum: 1.2895891144871712 > 1.2213373929262161
END: th(174549.10683128703)=1.2213373929262161; dx=-7.026110722781812E-7 evalInputDelta=0.06825172156095505
Fitness changed from 1.2895891144871712 to 1.2213373929262161
Iteration 19 complete. Error: 1.2213373929262161 Total: 13.8846; Orientation: 0.0246; Line Search: 9.2217
Adding measurement 37ec2f46 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.128e+03, gradient 1.098e-03, dot -0.601; [f216cb72-d15b-4205-916e-a687cebe5242 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2213373929262161, 6.091746922582388, 7.8997205048799515, 9.717195963487029
LBFGS Accumulation History: 3 points
Removed measurement 37ec2f46 to history. Total: 3
th(0)=1.2213373929262161;dx=-1.2048272899057892E-6
New Minimum: 1.2213373929262161 > 1.1216994225978851
END: th(376054.6508714061)=1.1216994225978851; dx=-1.3921513434472703E-7 evalInputDelta=0.099637970328331
Fitness changed from 1.2213373929262161 to 1.1216994225978851
Iteration 20 complete. Error: 1.1216994225978851 Total: 14.9673; Orientation: 0.0250; Line Search: 9.2933
Final threshold in iteration 21: 1.1216994225978851 (> -Infinity) after 398.232s (< 5400.000s)
