Reset training subject: 2546428144966
Reset training subject: 2587932691820
Adding measurement 2e5d2d72 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.6488946583122015;dx=-6.740592234354414E-4
New Minimum: 6.6488946583122015 > 6.648544828873128
WOLFE (weak): th(2.154434690031884)=6.648544828873128; dx=-6.7649614129799E-4 evalInputDelta=3.4982943907380104E-4
New Minimum: 6.648544828873128 > 6.648195007583126
WOLFE (weak): th(4.308869380063768)=6.648195007583126; dx=-6.76024086027219E-4 evalInputDelta=6.996507290750742E-4
New Minimum: 6.648195007583126 > 6.6467955857515335
WOLFE (weak): th(12.926608140191302)=6.6467955857515335; dx=-6.763363425211415E-4 evalInputDelta=0.0020990725606679916
New Minimum: 6.6467955857515335 > 6.640498296357691
WOLFE (weak): th(51.70643256076521)=6.640498296357691; dx=-6.732789614065964E-4 evalInputDelta=0.008396361954510212
New Minimum: 6.640498296357691 > 6.606892344076186
WOLFE (weak): th(258.53216280382605)=6.606892344076186; dx=-6.718195610208254E-4 evalInputDelta=0.04200231423601508
New Minimum: 6.606892344076186 > 6.397756605409086
WOLFE (weak): th(1551.1929768229563)=6.397756605409086; dx=-6.471647458379533E-4 evalInputDelta=0.25113805290311575
New Minimum: 6.397756605409086 > 5.236873232293874
END: th(10858.350837760694)=5.236873232293874; dx=-3.5083998321418816E-4 evalInputDelta=1.4120214260183275
Fitness changed from 6.6488946583122015 to 5.236873232293874
Iteration 1 complete. Error: 5.236873232293874 Total: 422.1657; Orientation: 0.0481; Line Search: 304.3798
Adding measurement 7127b3ec to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.236873232293874;dx=-3.82097128844825E-4
New Minimum: 5.236873232293874 > 3.347607989795506
END: th(23393.607721408407)=3.347607989795506; dx=-1.8481983943458724E-4 evalInputDelta=1.889265242498368
Fitness changed from 5.236873232293874 to 3.347607989795506
Iteration 2 complete. Error: 3.347607989795506 Total: 114.3339; Orientation: 0.0056; Line Search: 76.6053
Adding measurement 4a9aa3c3 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=3.347607989795506;dx=-1.9996444052459322E-4
New Minimum: 3.347607989795506 > 1.6238366337493062
END: th(50400.00000000001)=1.6238366337493062; dx=-7.28200264459035E-5 evalInputDelta=1.7237713560461998
Fitness changed from 3.347607989795506 to 1.6238366337493062
Iteration 3 complete. Error: 1.6238366337493062 Total: 114.6480; Orientation: 0.0057; Line Search: 76.8498
Adding measurement 59b8b4cd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.369e+02, gradient 9.261e-03, dot -0.655; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6238366337493062, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 59b8b4cd to history. Total: 3
th(0)=1.6238366337493062;dx=-8.493974502643702E-5
New Minimum: 1.6238366337493062 > 0.29144702944904566
END: th(108583.50837760697)=0.29144702944904566; dx=-2.3794497531777526E-5 evalInputDelta=1.3323896043002605
Fitness changed from 1.6238366337493062 to 0.29144702944904566
Iteration 4 complete. Error: 0.29144702944904566 Total: 113.4982; Orientation: 0.1438; Line Search: 75.6862
Adding measurement cd00c3a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.746e+02, gradient 6.649e-03, dot -0.522; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.29144702944904566, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement cd00c3a to history. Total: 3
th(0)=0.29144702944904566;dx=-4.378027673582083E-5
New Minimum: 0.29144702944904566 > -0.3651126278564334
END: th(233936.07721408413)=-0.3651126278564334; dx=-3.247919005510908E-6 evalInputDelta=0.656559657305479
Fitness changed from 0.29144702944904566 to -0.3651126278564334
Iteration 5 complete. Error: -0.3651126278564334 Total: 115.1916; Orientation: 0.1009; Line Search: 77.0843
Adding measurement 2f21eca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.328e+02, gradient 9.059e-03, dot -0.361; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3651126278564334, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 2f21eca to history. Total: 3
th(0)=-0.3651126278564334;dx=-8.114364673469377E-5
Armijo: th(504000.0000000002)=3.512037357315421; dx=5.936712801453947E-5 evalInputDelta=-3.8771499851718545
Armijo: th(252000.0000000001)=-0.0016834074631333351; dx=2.137411504524785E-5 evalInputDelta=-0.36342922039330006
New Minimum: -0.3651126278564334 > -0.8892530295997858
WOLF (strong): th(84000.00000000003)=-0.8892530295997858; dx=6.061160220244154E-6 evalInputDelta=0.5241404017433524
END: th(21000.000000000007)=-0.6811888171359897; dx=-4.6437414574152564E-5 evalInputDelta=0.3160761892795563
Fitness changed from -0.3651126278564334 to -0.8892530295997858
Iteration 6 complete. Error: -0.8892530295997858 Total: 228.2172; Orientation: 0.0904; Line Search: 190.4217
Adding measurement 70d54e2f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.203e+02, gradient 5.780e-03, dot -0.334; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8892530295997858, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 70d54e2f to history. Total: 3
th(0)=-0.8892530295997858;dx=-3.306985873724493E-5
New Minimum: -0.8892530295997858 > -1.114507436286658
END: th(45243.12849066957)=-1.114507436286658; dx=-1.2116522330740886E-5 evalInputDelta=0.22525440668687224
Fitness changed from -0.8892530295997858 to -1.114507436286658
Iteration 7 complete. Error: -1.114507436286658 Total: 114.4812; Orientation: 0.1342; Line Search: 76.5062
Adding measurement 7dc8bb4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.034e+02, gradient 3.605e-03, dot -0.437; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.114507436286658, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 7dc8bb4 to history. Total: 3
th(0)=-1.114507436286658;dx=-1.2742611311188764E-5
New Minimum: -1.114507436286658 > -1.3220318625681102
END: th(97473.3655058684)=-1.3220318625681102; dx=-6.283328011448037E-6 evalInputDelta=0.20752442628145218
Fitness changed from -1.114507436286658 to -1.3220318625681102
Iteration 8 complete. Error: -1.3220318625681102 Total: 113.3429; Orientation: 0.0835; Line Search: 75.6197
Adding measurement 57097126 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.049e+02, gradient 3.403e-03, dot -0.486; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3220318625681102, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 57097126 to history. Total: 3
th(0)=-1.3220318625681102;dx=-1.1337830287167138E-5
Armijo: th(210000.0000000001)=-1.1613920386880636; dx=4.307821695014053E-6 evalInputDelta=-0.1606398238800466
New Minimum: -1.3220318625681102 > -1.3786996845155954
END: th(105000.00000000004)=-1.3786996845155954; dx=-5.546799673923552E-7 evalInputDelta=0.05666782194748521
Fitness changed from -1.3220318625681102 to -1.3786996845155954
Iteration 9 complete. Error: -1.3786996845155954 Total: 152.2150; Orientation: 0.2218; Line Search: 113.3184
Adding measurement dd2fc2e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.392e+02, gradient 4.943e-03, dot -0.347; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3786996845155954, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement dd2fc2e to history. Total: 3
th(0)=-1.3786996845155954;dx=-2.4027828165576514E-5
Armijo: th(226215.6424533479)=-0.8709201356396079; dx=1.2341913888030264E-5 evalInputDelta=-0.5077795488759875
Armijo: th(113107.82122667394)=-1.3153388290666044; dx=1.0549777120899556E-5 evalInputDelta=-0.06336085544899106
New Minimum: -1.3786996845155954 > -1.4715041797608137
END: th(37702.60707555798)=-1.4715041797608137; dx=-4.278922894603033E-6 evalInputDelta=0.09280449524521828
Fitness changed from -1.3786996845155954 to -1.4715041797608137
Iteration 10 complete. Error: -1.4715041797608137 Total: 189.8064; Orientation: 0.0874; Line Search: 151.8059
Adding measurement 6ac8e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.058e+02, gradient 2.717e-03, dot -0.544; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4715041797608137, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 6ac8e8 to history. Total: 3
th(0)=-1.4715041797608137;dx=-7.255079166309671E-6
New Minimum: -1.4715041797608137 > -1.552494840696454
END: th(81227.80458822366)=-1.552494840696454; dx=-4.980211058697375E-6 evalInputDelta=0.08099066093564034
Fitness changed from -1.4715041797608137 to -1.552494840696454
Iteration 11 complete. Error: -1.552494840696454 Total: 114.5586; Orientation: 0.0826; Line Search: 76.7615
Adding measurement 615c98b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.633e+02, gradient 2.530e-03, dot -0.532; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.552494840696454, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 615c98b to history. Total: 3
th(0)=-1.552494840696454;dx=-6.2451326281799826E-6
New Minimum: -1.552494840696454 > -1.6343875415623188
END: th(175000.0000000001)=-1.6343875415623188; dx=-1.3071050310429258E-6 evalInputDelta=0.08189270086586475
Fitness changed from -1.552494840696454 to -1.6343875415623188
Iteration 12 complete. Error: -1.6343875415623188 Total: 114.4521; Orientation: 0.2433; Line Search: 76.4527
Adding measurement 1f92ba66 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.281e+02, gradient 3.740e-03, dot -0.350; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6343875415623188, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 1f92ba66 to history. Total: 3
th(0)=-1.6343875415623188;dx=-1.3756622837288069E-5
Armijo: th(377026.07075557986)=-0.7169048702344298; dx=1.3261197801428534E-5 evalInputDelta=-0.917482671327889
Armijo: th(188513.03537778993)=-1.3785648685880005; dx=1.6732735956947743E-5 evalInputDelta=-0.25582267297431827
New Minimum: -1.6343875415623188 > -1.7326896004378796
WOLF (strong): th(62837.67845926331)=-1.7326896004378796; dx=1.8490864617446617E-6 evalInputDelta=0.09830205887556076
END: th(15709.419614815828)=-1.6816230500116944; dx=-9.955965314298834E-6 evalInputDelta=0.04723550844937563
Fitness changed from -1.6343875415623188 to -1.7326896004378796
Iteration 13 complete. Error: -1.7326896004378796 Total: 227.5442; Orientation: 0.2102; Line Search: 189.6504
Adding measurement 6c4c64b5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.881e+02, gradient 2.723e-03, dot -0.413; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7326896004378796, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 6c4c64b5 to history. Total: 3
th(0)=-1.7326896004378796;dx=-7.273794693914724E-6
New Minimum: -1.7326896004378796 > -1.757691588718444
END: th(33844.918578426536)=-1.757691588718444; dx=-3.7137878559346628E-6 evalInputDelta=0.025001988280564547
Fitness changed from -1.7326896004378796 to -1.757691588718444
Iteration 14 complete. Error: -1.757691588718444 Total: 114.5545; Orientation: 0.0817; Line Search: 76.6847
Adding measurement 43d551eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.234e+02, gradient 1.915e-03, dot -0.566; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.757691588718444, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 43d551eb to history. Total: 3
th(0)=-1.757691588718444;dx=-3.5753620988002454E-6
New Minimum: -1.757691588718444 > -1.7661973205395043
END: th(72916.66666666672)=-1.7661973205395043; dx=-3.092946321969014E-6 evalInputDelta=0.00850573182106018
Fitness changed from -1.757691588718444 to -1.7661973205395043
Iteration 15 complete. Error: -1.7661973205395043 Total: 113.2464; Orientation: 0.1333; Line Search: 75.4261
Adding measurement 24988925 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.960e+02, gradient 1.842e-03, dot -0.547; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7661973205395043, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 24988925 to history. Total: 3
th(0)=-1.7661973205395043;dx=-3.2571684819459336E-6
New Minimum: -1.7661973205395043 > -1.8009436461143196
END: th(157094.1961481583)=-1.8009436461143196; dx=-2.8140471932090385E-6 evalInputDelta=0.03474632557481527
Fitness changed from -1.7661973205395043 to -1.8009436461143196
Iteration 16 complete. Error: -1.8009436461143196 Total: 114.4296; Orientation: 0.0859; Line Search: 76.6488
Adding measurement 7353466a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.906e+02, gradient 2.009e-03, dot -0.546; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8009436461143196, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 7353466a to history. Total: 3
th(0)=-1.8009436461143196;dx=-3.87570794464096E-6
New Minimum: -1.8009436461143196 > -1.8569981777109206
WOLF (strong): th(338449.1857842654)=-1.8569981777109206; dx=3.554843113390578E-7 evalInputDelta=0.05605453159660101
New Minimum: -1.8569981777109206 > -1.8761421088129282
END: th(169224.5928921327)=-1.8761421088129282; dx=-1.3242474824634317E-6 evalInputDelta=0.07519846269860864
Fitness changed from -1.8009436461143196 to -1.8761421088129282
Iteration 17 complete. Error: -1.8761421088129282 Total: 152.4605; Orientation: 0.0917; Line Search: 114.5966
Adding measurement 6a167b3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.396e+02, gradient 2.367e-03, dot -0.364; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8761421088129282, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 6a167b3 to history. Total: 3
th(0)=-1.8761421088129282;dx=-5.4604988067894285E-6
Armijo: th(364583.33333333366)=-1.3005919600836933; dx=1.076774815335705E-5 evalInputDelta=-0.5755501487292349
Armijo: th(182291.66666666683)=-1.7824603621847928; dx=6.8560833762113255E-6 evalInputDelta=-0.09368174662813544
New Minimum: -1.8761421088129282 > -1.9157197242602706
END: th(60763.88888888894)=-1.9157197242602706; dx=-6.183883010553708E-7 evalInputDelta=0.039577615447342396
Fitness changed from -1.8761421088129282 to -1.9157197242602706
Iteration 18 complete. Error: -1.9157197242602706 Total: 190.0591; Orientation: 0.0907; Line Search: 152.0540
Adding measurement 56bbab76 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.663e+02, gradient 1.913e-03, dot -0.444; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9157197242602706, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 56bbab76 to history. Total: 3
th(0)=-1.9157197242602706;dx=-3.5658486637444664E-6
New Minimum: -1.9157197242602706 > -1.9374404936097562
WOLF (strong): th(130911.83012346528)=-1.9374404936097562; dx=9.91861724416737E-7 evalInputDelta=0.021720769349485636
New Minimum: -1.9374404936097562 > -1.9455846627242863
END: th(65455.91506173264)=-1.9455846627242863; dx=-9.644746723252385E-7 evalInputDelta=0.029864938464015722
Fitness changed from -1.9157197242602706 to -1.9455846627242863
Iteration 19 complete. Error: -1.9455846627242863 Total: 152.2550; Orientation: 0.0812; Line Search: 114.4175
Adding measurement 26ab6d0d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.884e+02, gradient 1.803e-03, dot -0.469; [a0f8f471-010d-4e79-8d16-cc4ee0487ed4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9455846627242863, 3.347607989795506, 5.236873232293874, 6.6488946583122015
LBFGS Accumulation History: 3 points
Removed measurement 26ab6d0d to history. Total: 3
th(0)=-1.9455846627242863;dx=-3.1177887504445895E-6
New Minimum: -1.9455846627242863 > -1.9637870048172772
WOLF (strong): th(141020.49407677728)=-1.9637870048172772; dx=1.1858984046948407E-6 evalInputDelta=0.018202342092990875
New Minimum: -1.9637870048172772 > -1.9734978526830673
END: th(70510.24703838864)=-1.9734978526830673; dx=-8.487624736002255E-7 evalInputDelta=0.027913189958781004
Fitness changed from -1.9455846627242863 to -1.9734978526830673
Iteration 20 complete. Error: -1.9734978526830673 Total: 150.9587; Orientation: 0.0884; Line Search: 113.1975
Final threshold in iteration 21: -1.9734978526830673 (> -Infinity) after 3122.420s (< 5400.000s)
