Reset training subject: 850446232973300
Reset training subject: 850464588279000
Adding measurement 25a290ee to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=4.501152798141138;dx=-1.3222908947526814E-7
New Minimum: 4.501152798141138 > 4.501152587765988
WOLFE (weak): th(2.154434690031884)=4.501152587765988; dx=-1.3222899409264374E-7 evalInputDelta=2.103751501891793E-7
New Minimum: 4.501152587765988 > 4.5011523249653465
WOLFE (weak): th(4.308869380063768)=4.5011523249653465; dx=-1.3222887426083602E-7 evalInputDelta=4.7317579188188574E-7
New Minimum: 4.5011523249653465 > 4.501151025420677
WOLFE (weak): th(12.926608140191302)=4.501151025420677; dx=-1.3222882519687186E-7 evalInputDelta=1.772720461090671E-6
New Minimum: 4.501151025420677 > 4.501146002868795
WOLFE (weak): th(51.70643256076521)=4.501146002868795; dx=-1.3222842350223695E-7 evalInputDelta=6.795272343040892E-6
New Minimum: 4.501146002868795 > 4.501118587951117
WOLFE (weak): th(258.53216280382605)=4.501118587951117; dx=-1.3222441053099335E-7 evalInputDelta=3.421019002125547E-5
New Minimum: 4.501118587951117 > 4.500948097208063
WOLFE (weak): th(1551.1929768229563)=4.500948097208063; dx=-1.3220565723947727E-7 evalInputDelta=2.047009330752303E-4
New Minimum: 4.500948097208063 > 4.499721004096425
WOLFE (weak): th(10858.350837760694)=4.499721004096425; dx=-1.32084128098376E-7 evalInputDelta=0.001431794044713719
New Minimum: 4.499721004096425 > 4.489734475753406
WOLFE (weak): th(86866.80670208555)=4.489734475753406; dx=-1.3108781727977645E-7 evalInputDelta=0.011418322387732438
New Minimum: 4.489734475753406 > 4.401403315930306
WOLFE (weak): th(781801.26031877)=4.401403315930306; dx=-1.2237354397791088E-7 evalInputDelta=0.09974948221083224
New Minimum: 4.401403315930306 > 3.7159570483299227
END: th(7818012.6031877)=3.7159570483299227; dx=-7.502478704591283E-8 evalInputDelta=0.7851957498112156
Fitness changed from 4.501152798141138 to 3.7159570483299227
Iteration 1 complete. Error: 3.7159570483299227 Total: 255.2859; Orientation: 0.0683; Line Search: 200.8421
Iteration 1
Adding measurement 2a1e57c6 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=3.7159570483299227;dx=-7.814091816212726E-8
New Minimum: 3.7159570483299227 > 2.64861433902533
END: th(1.684339755941405E7)=2.64861433902533; dx=-4.0698706502642584E-8 evalInputDelta=1.0673427093045929
Fitness changed from 3.7159570483299227 to 2.64861433902533
Iteration 2 complete. Error: 2.64861433902533 Total: 54.6064; Orientation: 0.0692; Line Search: 36.6418
Iteration 2
Adding measurement 4cecc15a to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.64861433902533;dx=-4.610974345894077E-8
New Minimum: 2.64861433902533 > 1.7712445342323404
END: th(3.6288E7)=1.7712445342323404; dx=-6.065926724236516E-9 evalInputDelta=0.8773698047929894
Fitness changed from 2.64861433902533 to 1.7712445342323404
Iteration 3 complete. Error: 1.7712445342323404 Total: 54.8007; Orientation: 0.0671; Line Search: 36.5544
Iteration 3
Adding measurement 18026052 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.161e+03, gradient 1.918e-04, dot -0.720; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.501152798141138, 3.7159570483299227, 2.64861433902533, 1.7712445342323404
LBFGS Accumulation History: 3 points
Removed measurement 25a290ee to history. Total: 4
th(0)=1.7712445342323404;dx=-3.679656384069602E-8
Armijo: th(7.8180126031877E7)=2.188043974983173; dx=1.9102452430122516E-8 evalInputDelta=-0.4167994407508324
New Minimum: 1.7712445342323404 > 1.6114084019910375
WOLF (strong): th(3.90900630159385E7)=1.6114084019910375; dx=8.695690253902978E-10 evalInputDelta=0.1598361322413029
New Minimum: 1.6114084019910375 > 1.574617618397467
END: th(1.3030021005312832E7)=1.574617618397467; dx=-6.865178509191105E-9 evalInputDelta=0.19662691583487346
Fitness changed from 1.7712445342323404 to 1.574617618397467
Iteration 4 complete. Error: 1.574617618397467 Total: 93.2275; Orientation: 1.8381; Line Search: 73.2034
Iteration 4
Adding measurement 668a32a4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.355e+03, gradient 1.163e-04, dot -0.784; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7159570483299227, 2.64861433902533, 1.7712445342323404, 1.574617618397467
LBFGS Accumulation History: 3 points
Removed measurement 2a1e57c6 to history. Total: 4
th(0)=1.574617618397467;dx=-1.3534341129737515E-8
New Minimum: 1.574617618397467 > 1.403766341150146
END: th(2.807232926569009E7)=1.403766341150146; dx=-1.0946398860399255E-9 evalInputDelta=0.17085127724732097
Fitness changed from 1.574617618397467 to 1.403766341150146
Iteration 5 complete. Error: 1.403766341150146 Total: 56.4563; Orientation: 1.8854; Line Search: 36.3213
Iteration 5
Adding measurement 46ea78f0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.160e+03, gradient 1.509e-04, dot -0.583; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.64861433902533, 1.7712445342323404, 1.574617618397467, 1.403766341150146
LBFGS Accumulation History: 3 points
Removed measurement 4cecc15a to history. Total: 4
th(0)=1.403766341150146;dx=-2.2760066729842066E-8
Armijo: th(6.048000000000001E7)=1.534044428642356; dx=2.344400573370372E-9 evalInputDelta=-0.13027808749221004
New Minimum: 1.403766341150146 > 1.3725248989986882
WOLF (strong): th(3.0240000000000004E7)=1.3725248989986882; dx=4.1016540355168655E-9 evalInputDelta=0.031241442151457743
New Minimum: 1.3725248989986882 > 1.3025127101455753
END: th(1.0080000000000002E7)=1.3025127101455753; dx=-4.107607724460094E-9 evalInputDelta=0.10125363100457063
Fitness changed from 1.403766341150146 to 1.3025127101455753
Iteration 6 complete. Error: 1.3025127101455753 Total: 93.0957; Orientation: 1.8675; Line Search: 73.0545
Adding measurement 9f9146d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.483e+03, gradient 8.030e-05, dot -0.862; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7712445342323404, 1.574617618397467, 1.403766341150146, 1.3025127101455753
LBFGS Accumulation History: 3 points
Removed measurement 18026052 to history. Total: 4
th(0)=1.3025127101455753;dx=-6.4474364059465625E-9
New Minimum: 1.3025127101455753 > 1.2094528652364676
END: th(2.1716701675521392E7)=1.2094528652364676; dx=-3.929236746399434E-9 evalInputDelta=0.09305984490910779
Fitness changed from 1.3025127101455753 to 1.2094528652364676
Iteration 7 complete. Error: 1.2094528652364676 Total: 56.7869; Orientation: 1.9070; Line Search: 36.7427
Adding measurement 40f1aa95 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.699e+03, gradient 7.609e-05, dot -0.837; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.574617618397467, 1.403766341150146, 1.3025127101455753, 1.2094528652364676
LBFGS Accumulation History: 3 points
Removed measurement 668a32a4 to history. Total: 4
th(0)=1.2094528652364676;dx=-5.789568281178844E-9
New Minimum: 1.2094528652364676 > 1.1310120354718216
END: th(4.678721544281682E7)=1.1310120354718216; dx=-6.530026848866652E-10 evalInputDelta=0.07844082976464595
Fitness changed from 1.2094528652364676 to 1.1310120354718216
Iteration 8 complete. Error: 1.1310120354718216 Total: 57.1732; Orientation: 2.3083; Line Search: 36.5527
Adding measurement 7996d0d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.428e+03, gradient 1.198e-04, dot -0.510; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.403766341150146, 1.3025127101455753, 1.2094528652364676, 1.1310120354718216
LBFGS Accumulation History: 3 points
Removed measurement 46ea78f0 to history. Total: 4
th(0)=1.1310120354718216;dx=-1.4357487305921347E-8
Armijo: th(1.0080000000000003E8)=4.644123730199951; dx=6.217056743572174E-8 evalInputDelta=-3.513111694728129
Armijo: th(5.0400000000000015E7)=1.8599059066278671; dx=3.52227740779191E-8 evalInputDelta=-0.7288938711560455
New Minimum: 1.1310120354718216 > 1.0559390696915258
WOLF (strong): th(1.6800000000000004E7)=1.0559390696915258; dx=4.224259833396922E-9 evalInputDelta=0.07507296578029576
END: th(4200000.000000001)=1.0797554153690374; dx=-9.212867153955426E-9 evalInputDelta=0.0512566201027842
Fitness changed from 1.1310120354718216 to 1.0559390696915258
Iteration 9 complete. Error: 1.0559390696915258 Total: 111.7420; Orientation: 1.8681; Line Search: 91.9171
Adding measurement 12f9f896 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.912e+03, gradient 9.232e-05, dot -0.536; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3025127101455753, 1.2094528652364676, 1.1310120354718216, 1.0559390696915258
LBFGS Accumulation History: 3 points
Removed measurement 9f9146d to history. Total: 4
th(0)=1.0559390696915258;dx=-8.522887755254843E-9
New Minimum: 1.0559390696915258 > 1.0075816100445232
END: th(9048625.698133914)=1.0075816100445232; dx=-2.902583421379182E-9 evalInputDelta=0.048357459647002665
Fitness changed from 1.0559390696915258 to 1.0075816100445232
Iteration 10 complete. Error: 1.0075816100445232 Total: 56.4727; Orientation: 1.9214; Line Search: 36.1346
Iteration 10
Adding measurement 30d5e37c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.022e+03, gradient 5.257e-05, dot -0.855; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2094528652364676, 1.1310120354718216, 1.0559390696915258, 1.0075816100445232
LBFGS Accumulation History: 3 points
Removed measurement 40f1aa95 to history. Total: 4
th(0)=1.0075816100445232;dx=-2.763121274074061E-9
New Minimum: 1.0075816100445232 > 0.9663224352133669
END: th(1.9494673101173677E7)=0.9663224352133669; dx=-2.2632632651062227E-9 evalInputDelta=0.041259174831156264
Fitness changed from 1.0075816100445232 to 0.9663224352133669
Iteration 11 complete. Error: 0.9663224352133669 Total: 57.9765; Orientation: 2.7238; Line Search: 36.8515
Adding measurement 278fe428 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.828e+03, gradient 4.820e-05, dot -0.969; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1310120354718216, 1.0559390696915258, 1.0075816100445232, 0.9663224352133669
LBFGS Accumulation History: 3 points
Removed measurement 7996d0d4 to history. Total: 4
th(0)=0.9663224352133669;dx=-2.323156307421184E-9
New Minimum: 0.9663224352133669 > 0.8965786602503449
END: th(4.2000000000000015E7)=0.8965786602503449; dx=-1.7458994374299584E-9 evalInputDelta=0.06974377496302198
Fitness changed from 0.9663224352133669 to 0.8965786602503449
Iteration 12 complete. Error: 0.8965786602503449 Total: 57.0688; Orientation: 1.8870; Line Search: 36.8403
Adding measurement 5b4954b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.262e+04, gradient 4.527e-05, dot -0.909; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0559390696915258, 1.0075816100445232, 0.9663224352133669, 0.8965786602503449
LBFGS Accumulation History: 3 points
Removed measurement 12f9f896 to history. Total: 4
th(0)=0.8965786602503449;dx=-2.0498028362913993E-9
New Minimum: 0.8965786602503449 > 0.8539218611644689
WOLF (strong): th(9.048625698133916E7)=0.8539218611644689; dx=3.9566340990555257E-10 evalInputDelta=0.04265679908587605
New Minimum: 0.8539218611644689 > 0.8458459361237771
END: th(4.524312849066958E7)=0.8458459361237771; dx=-7.758287835559352E-10 evalInputDelta=0.05073272412656782
Fitness changed from 0.8965786602503449 to 0.8458459361237771
Iteration 13 complete. Error: 0.8458459361237771 Total: 75.4618; Orientation: 1.9057; Line Search: 55.2549
Adding measurement 2cea921a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.051e+04, gradient 6.740e-05, dot -0.557; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0075816100445232, 0.9663224352133669, 0.8965786602503449, 0.8458459361237771
LBFGS Accumulation History: 3 points
Removed measurement 30d5e37c to history. Total: 4
th(0)=0.8458459361237771;dx=-4.543063392475604E-9
Armijo: th(9.74733655058684E7)=1.2863907734092694; dx=6.9016299961742846E-9 evalInputDelta=-0.4405448372854923
Armijo: th(4.87366827529342E7)=0.9354410585896199; dx=5.015965638553755E-9 evalInputDelta=-0.08959512246584278
New Minimum: 0.8458459361237771 > 0.8192654900861588
WOLF (strong): th(1.6245560917644734E7)=0.8192654900861588; dx=2.666757916071179E-10 evalInputDelta=0.026580446037618333
END: th(4061390.2294111834)=0.8315670106239288; dx=-3.1272617701768153E-9 evalInputDelta=0.014278925499848327
Fitness changed from 0.8458459361237771 to 0.8192654900861588
Iteration 14 complete. Error: 0.8192654900861588 Total: 112.4418; Orientation: 1.8889; Line Search: 92.2674
Adding measurement 382faf51 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.008e+04, gradient 5.167e-05, dot -0.681; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9663224352133669, 0.8965786602503449, 0.8458459361237771, 0.8192654900861588
LBFGS Accumulation History: 3 points
Removed measurement 278fe428 to history. Total: 4
th(0)=0.8192654900861588;dx=-2.669735454067622E-9
New Minimum: 0.8192654900861588 > 0.8023562228222658
END: th(8750000.000000004)=0.8023562228222658; dx=-1.4775979997248124E-9 evalInputDelta=0.01690926726389297
Fitness changed from 0.8192654900861588 to 0.8023562228222658
Iteration 15 complete. Error: 0.8023562228222658 Total: 57.0494; Orientation: 1.9149; Line Search: 36.7809
Iteration 15
Adding measurement 3e753289 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.829e+03, gradient 3.742e-05, dot -0.942; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8965786602503449, 0.8458459361237771, 0.8192654900861588, 0.8023562228222658
LBFGS Accumulation History: 3 points
Removed measurement 5b4954b2 to history. Total: 4
th(0)=0.8023562228222658;dx=-1.4006185800801337E-9
New Minimum: 0.8023562228222658 > 0.7809288601131779
END: th(1.8851303537778992E7)=0.7809288601131779; dx=-1.2530847305288686E-9 evalInputDelta=0.02142736270908796
Fitness changed from 0.8023562228222658 to 0.7809288601131779
Iteration 16 complete. Error: 0.7809288601131779 Total: 57.2507; Orientation: 1.9450; Line Search: 36.8946
Adding measurement 5ad6f98e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.309e+04, gradient 3.609e-05, dot -0.973; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8458459361237771, 0.8192654900861588, 0.8023562228222658, 0.7809288601131779
LBFGS Accumulation History: 3 points
Removed measurement 2cea921a to history. Total: 4
th(0)=0.7809288601131779;dx=-1.3022933227120373E-9
New Minimum: 0.7809288601131779 > 0.7400330331006121
END: th(4.061390229411184E7)=0.7400330331006121; dx=-1.0932615091087812E-9 evalInputDelta=0.04089582701256578
Fitness changed from 0.7809288601131779 to 0.7400330331006121
Iteration 17 complete. Error: 0.7400330331006121 Total: 56.9344; Orientation: 1.8771; Line Search: 36.7356
Adding measurement 4a04ca74 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.632e+04, gradient 3.501e-05, dot -0.937; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8192654900861588, 0.8023562228222658, 0.7809288601131779, 0.7400330331006121
LBFGS Accumulation History: 3 points
Removed measurement 382faf51 to history. Total: 4
th(0)=0.7400330331006121;dx=-1.225492232692256E-9
New Minimum: 0.7400330331006121 > 0.6946230519183942
END: th(8.750000000000006E7)=0.6946230519183942; dx=-1.999714502989858E-10 evalInputDelta=0.04540998118221784
Fitness changed from 0.7400330331006121 to 0.6946230519183942
Iteration 18 complete. Error: 0.6946230519183942 Total: 57.3014; Orientation: 2.2043; Line Search: 36.7765
Adding measurement 4d4b019e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.301e+04, gradient 8.903e-05, dot -0.349; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8023562228222658, 0.7809288601131779, 0.7400330331006121, 0.6946230519183942
LBFGS Accumulation History: 3 points
Removed measurement 3e753289 to history. Total: 4
th(0)=0.6946230519183942;dx=-7.925587183767563E-9
Armijo: th(1.8851303537778997E8)=2.9773232815103206; dx=1.797247996559359E-8 evalInputDelta=-2.282700229591926
Armijo: th(9.425651768889499E7)=1.5233608170072117; dx=1.1238601823295545E-8 evalInputDelta=-0.8287377650888175
Armijo: th(3.1418839229631662E7)=0.7724001692553488; dx=8.026800306053009E-9 evalInputDelta=-0.07777711733695458
New Minimum: 0.6946230519183942 > 0.6599527921403656
END: th(7854709.807407916)=0.6599527921403656; dx=-1.6157865472310476E-9 evalInputDelta=0.03467025977802862
Fitness changed from 0.6946230519183942 to 0.6599527921403656
Iteration 19 complete. Error: 0.6599527921403656 Total: 111.7632; Orientation: 1.8436; Line Search: 91.6739
Adding measurement 1e477944 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.260e+04, gradient 3.371e-05, dot -0.808; [59d8a4c6-f5a2-43ba-9f46-93bafda84a6e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7809288601131779, 0.7400330331006121, 0.6946230519183942, 0.6599527921403656
LBFGS Accumulation History: 3 points
Removed measurement 5ad6f98e to history. Total: 4
th(0)=0.6599527921403656;dx=-1.1365664653857187E-9
New Minimum: 0.6599527921403656 > 0.6460024989768336
END: th(1.692245928921327E7)=0.6460024989768336; dx=-8.42711915758744E-10 evalInputDelta=0.013950293163532024
Fitness changed from 0.6599527921403656 to 0.6460024989768336
Iteration 20 complete. Error: 0.6460024989768336 Total: 56.7276; Orientation: 1.8548; Line Search: 36.6235
Iteration 20
Final threshold in iteration 21: 0.6460024989768336 (> -Infinity) after 1589.673s (< 3600.000s)