Reset training subject: 2161713382043
Reset training subject: 2162694724480
Adding measurement 178bb2a6 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-0.13726018914416666;dx=-3.619826154414238E-5
New Minimum: -0.13726018914416666 > -0.1373349811566879
WOLFE (weak): th(2.154434690031884)=-0.1373349811566879; dx=-3.624768665691203E-5 evalInputDelta=7.4792012521252E-5
New Minimum: -0.1373349811566879 > -0.1374094139074948
WOLFE (weak): th(4.308869380063768)=-0.1374094139074948; dx=-3.636605527586511E-5 evalInputDelta=1.4922476332815404E-4
New Minimum: -0.1374094139074948 > -0.1377071889530634
WOLFE (weak): th(12.926608140191302)=-0.1377071889530634; dx=-3.6168154703670356E-5 evalInputDelta=4.4699980889673085E-4
New Minimum: -0.1377071889530634 > -0.13904809957587244
WOLFE (weak): th(51.70643256076521)=-0.13904809957587244; dx=-3.632416071132535E-5 evalInputDelta=0.001787910431705786
New Minimum: -0.13904809957587244 > -0.14620545217225991
WOLFE (weak): th(258.53216280382605)=-0.14620545217225991; dx=-3.573910711766641E-5 evalInputDelta=0.008945263028093259
New Minimum: -0.14620545217225991 > -0.19092466142636136
WOLFE (weak): th(1551.1929768229563)=-0.19092466142636136; dx=-3.668672698705344E-5 evalInputDelta=0.0536644722821947
New Minimum: -0.19092466142636136 > -0.43956865275608736
END: th(10858.350837760694)=-0.43956865275608736; dx=-2.2782904411767438E-5 evalInputDelta=0.3023084636119207
Fitness changed from -0.13726018914416666 to -0.43956865275608736
Iteration 1 complete. Error: -0.43956865275608736 Total: 10.1450; Orientation: 0.0192; Line Search: 7.3841
Iteration 1
Adding measurement 6f5ad4d9 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.43956865275608736;dx=-4.6109478010510774E-5
New Minimum: -0.43956865275608736 > -0.8994291389187514
END: th(23393.607721408407)=-0.8994291389187514; dx=-1.6071860053257808E-5 evalInputDelta=0.45986048616266406
Fitness changed from -0.43956865275608736 to -0.8994291389187514
Iteration 2 complete. Error: -0.8994291389187514 Total: 2.8019; Orientation: 0.0205; Line Search: 1.8676
Iteration 2
Adding measurement 23f0c59 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.8994291389187514;dx=-8.738702515143411E-5
New Minimum: -0.8994291389187514 > -1.171545262040751
WOLF (strong): th(50400.00000000001)=-1.171545262040751; dx=3.4676367742735733E-6 evalInputDelta=0.2721161231219995
New Minimum: -1.171545262040751 > -1.504636037546625
END: th(25200.000000000004)=-1.504636037546625; dx=-9.674010157035382E-6 evalInputDelta=0.6052068986278736
Fitness changed from -0.8994291389187514 to -1.504636037546625
Iteration 3 complete. Error: -1.504636037546625 Total: 3.6854; Orientation: 0.0197; Line Search: 2.7697
Iteration 3
Adding measurement 55d454d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.596e+03, gradient 1.275e-02, dot -0.229; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.504636037546625, -0.8994291389187514, -0.43956865275608736, -0.13726018914416666
LBFGS Accumulation History: 3 points
Removed measurement 55d454d9 to history. Total: 3
th(0)=-1.504636037546625;dx=-1.5939925913439684E-4
New Minimum: -1.504636037546625 > -1.6859823395968219
WOLF (strong): th(54291.75418880348)=-1.6859823395968219; dx=4.10437280819541E-6 evalInputDelta=0.18134630205019686
New Minimum: -1.6859823395968219 > -1.9283419717294625
WOLF (strong): th(27145.87709440174)=-1.9283419717294625; dx=1.71240063646621E-6 evalInputDelta=0.42370593418283753
New Minimum: -1.9283419717294625 > -2.1720595247110377
END: th(9048.625698133914)=-2.1720595247110377; dx=-4.3439783863107265E-5 evalInputDelta=0.6674234871644127
Fitness changed from -1.504636037546625 to -2.1720595247110377
Iteration 4 complete. Error: -2.1720595247110377 Total: 5.0256; Orientation: 0.4441; Line Search: 3.6819
Iteration 4
Adding measurement 63a8a832 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.036e+03, gradient 1.263e-02, dot -0.269; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1720595247110377, -0.8994291389187514, -0.43956865275608736, -0.13726018914416666
LBFGS Accumulation History: 3 points
Removed measurement 63a8a832 to history. Total: 3
th(0)=-2.1720595247110377;dx=-1.5648248483033148E-4
New Minimum: -2.1720595247110377 > -2.802113831837441
WOLF (strong): th(19494.673101173677)=-2.802113831837441; dx=2.374557293635601E-6 evalInputDelta=0.6300543071264033
END: th(9747.336550586839)=-2.793670950161651; dx=-3.797882429486742E-5 evalInputDelta=0.6216114254506131
Fitness changed from -2.1720595247110377 to -2.802113831837441
Iteration 5 complete. Error: -2.802113831837441 Total: 5.1889; Orientation: 0.4354; Line Search: 3.8407
Iteration 5
Adding measurement 5045225f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.182e+03, gradient 2.231e-02, dot -0.137; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.802113831837441, -0.8994291389187514, -0.43956865275608736, -0.13726018914416666
LBFGS Accumulation History: 3 points
Removed measurement 5045225f to history. Total: 3
th(0)=-2.802113831837441;dx=-4.8528872247283157E-4
New Minimum: -2.802113831837441 > -5.429254879628846
END: th(21000.000000000007)=-5.429254879628846; dx=-3.730440611723235E-5 evalInputDelta=2.6271410477914046
Fitness changed from -2.802113831837441 to -5.429254879628846
Iteration 6 complete. Error: -5.429254879628846 Total: 3.2266; Orientation: 0.4579; Line Search: 1.8614
Adding measurement 2bb8ac5e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.735e+05, gradient 5.551e-02, dot -0.072; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.429254879628846, -0.8994291389187514, -0.43956865275608736, -0.13726018914416666
LBFGS Accumulation History: 3 points
Removed measurement 2bb8ac5e to history. Total: 3
th(0)=-5.429254879628846;dx=-0.0029571762016555275
Armijo: th(45243.12849066957)=-2.4651964905520267; dx=2.2059853056525253E-5 evalInputDelta=-2.964058389076819
New Minimum: -5.429254879628846 > -6.577695855211905
WOLF (strong): th(22621.564245334786)=-6.577695855211905; dx=1.4716771014308306E-4 evalInputDelta=1.1484409755830596
New Minimum: -6.577695855211905 > -14.47068243119218
END: th(7540.521415111595)=-14.47068243119218; dx=-6.071365327079302E-4 evalInputDelta=9.041427551563334
Fitness changed from -5.429254879628846 to -14.47068243119218
Iteration 7 complete. Error: -14.47068243119218 Total: 5.0299; Orientation: 0.4406; Line Search: 3.7423
Adding measurement 1091f34c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.852e+03, gradient 6.810e-02, dot -0.016; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -14.47068243119218, -0.8994291389187514, -0.43956865275608736, -0.13726018914416666
LBFGS Accumulation History: 3 points
Removed measurement 1091f34c to history. Total: 3
th(0)=-14.47068243119218;dx=-0.004441767214288961
New Minimum: -14.47068243119218 > -16.233704833075592
WOLF (strong): th(16245.56091764473)=-16.233704833075592; dx=9.550923516380893E-5 evalInputDelta=1.7630224018834113
New Minimum: -16.233704833075592 > -24.946458780036547
END: th(8122.780458822365)=-24.946458780036547; dx=-4.932582163634853E-4 evalInputDelta=10.475776348844366
Fitness changed from -14.47068243119218 to -24.946458780036547
Iteration 8 complete. Error: -24.946458780036547 Total: 4.0862; Orientation: 0.4347; Line Search: 2.8030
Adding measurement 1df7068e to history. Total: 3
Accepted: LBFGS Orientation magnitude: 3.466e+03, gradient 8.053e-02, dot 0.007; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-24.946458780036547;dx=-1.6080495083005832
Armijo: th(17500.000000000007)=-5.619574240036537; dx=8.307412355255966E-5 evalInputDelta=-19.32688454000001
Armijo: th(8750.000000000004)=-6.525912937884749; dx=2.0585114562969568E-5 evalInputDelta=-18.420545842151796
Armijo: th(2916.666666666668)=-6.213267300845652; dx=-5.774697365789033E-6 evalInputDelta=-18.733191479190896
Armijo: th(729.166666666667)=-4.270821225529077; dx=-5.459707643755939E-4 evalInputDelta=-20.67563755450747
Armijo: th(145.8333333333334)=-3.737445159815972; dx=0.005139756134371895 evalInputDelta=-21.209013620220574
Armijo: th(24.305555555555568)=-2.5957309557798363; dx=-0.01002982950574699 evalInputDelta=-22.350727824256712
Armijo: th(3.472222222222224)=-0.18029106401130143; dx=0.0860157555530534 evalInputDelta=-24.766167716025247
Armijo: th(0.434027777777778)=-0.6712074068077942; dx=26.90521827707882 evalInputDelta=-24.275251373228752
Armijo: th(0.048225308641975335)=-24.82604272655909; dx=5.205558558767956 evalInputDelta=-0.12041605347745588
New Minimum: -24.946458780036547 > -24.96717816156969
END: th(0.004822530864197533)=-24.96717816156969; dx=-1.0693300386610072 evalInputDelta=0.020719381533144343
Fitness changed from -24.946458780036547 to -24.96717816156969
Iteration 9 complete. Error: -24.96717816156969 Total: 11.5220; Orientation: 0.4324; Line Search: 10.2154
Adding measurement 83be842 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.612e+05, gradient 8.122e-02, dot -0.045; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -24.96717816156969, -24.946458780036547, -0.8994291389187514, -0.43956865275608736, -0.13726018914416666
Rejected: LBFGS Orientation magnitude: 2.475e+05, gradient 8.122e-02, dot -0.049; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -24.96717816156969, -24.946458780036547, -0.8994291389187514, -0.43956865275608736
LBFGS Accumulation History: 3 points
Removed measurement 83be842 to history. Total: 4
Removed measurement 1df7068e to history. Total: 3
th(0)=-24.96717816156969;dx=-0.006502395394967263
New Minimum: -24.96717816156969 > -24.967262500669626
WOLFE (weak): th(0.010389827787576605)=-24.967262500669626; dx=-0.006455736473775705 evalInputDelta=8.433909993499356E-5
New Minimum: -24.967262500669626 > -24.967352950981933
WOLFE (weak): th(0.02077965557515321)=-24.967352950981933; dx=-0.00643287811541981 evalInputDelta=1.7478941224169375E-4
New Minimum: -24.967352950981933 > -24.967682969612813
WOLFE (weak): th(0.06233896672545963)=-24.967682969612813; dx=-0.006442426322073722 evalInputDelta=5.048080431215851E-4
New Minimum: -24.967682969612813 > -24.969209554594435
WOLFE (weak): th(0.24935586690183853)=-24.969209554594435; dx=-0.006512713105207428 evalInputDelta=0.002031393024743977
New Minimum: -24.969209554594435 > -24.977372572490484
WOLFE (weak): th(1.2467793345091926)=-24.977372572490484; dx=-0.006508456214801213 evalInputDelta=0.010194410920792762
New Minimum: -24.977372572490484 > -25.028172602651697
WOLFE (weak): th(7.4806760070551555)=-25.028172602651697; dx=-0.006517295459330171 evalInputDelta=0.06099444108200558
New Minimum: -25.028172602651697 > -25.393127280544583
WOLFE (weak): th(52.36473204938609)=-25.393127280544583; dx=-0.006458796951554028 evalInputDelta=0.4259491189748914
New Minimum: -25.393127280544583 > -28.233740524484286
WOLFE (weak): th(418.91785639508873)=-28.233740524484286; dx=-0.006273316535258046 evalInputDelta=3.266562362914595
New Minimum: -28.233740524484286 > -39.84408394467898
END: th(3770.2607075557985)=-39.84408394467898; dx=-0.0021318440677108768 evalInputDelta=14.876905783109287
Fitness changed from -24.96717816156969 to -39.84408394467898
Iteration 10 complete. Error: -39.84408394467898 Total: 11.1918; Orientation: 0.9602; Line Search: 9.3527
Iteration 10
Adding measurement 4dc8cdbc to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.075e+03, gradient 7.381e-02, dot 0.250; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
th(0)=-39.84408394467898;dx=-19.720489769811124
Armijo: th(8122.780458822368)=-7.121912772600304; dx=2.2966473162567246E-4 evalInputDelta=-32.722171172078674
Armijo: th(4061.390229411184)=-7.143636323119493; dx=-8.085342558056678E-5 evalInputDelta=-32.70044762155948
Armijo: th(1353.7967431370614)=-4.286822402838326; dx=0.0018688272594708196 evalInputDelta=-35.55726154184065
Armijo: th(338.44918578426535)=-3.4770126222826248; dx=0.0047406662562640475 evalInputDelta=-36.367071322396356
Armijo: th(67.68983715685307)=-3.4457866316509294; dx=0.05402439954244822 evalInputDelta=-36.398297313028046
Armijo: th(11.281639526142179)=-10.52250258293673; dx=0.3171249525311422 evalInputDelta=-29.321581361742247
New Minimum: -39.84408394467898 > -45.14523411264956
END: th(1.6116627894488826)=-45.14523411264956; dx=-4.701289767058463 evalInputDelta=5.301150167970583
Fitness changed from -39.84408394467898 to -45.14523411264956
Iteration 11 complete. Error: -45.14523411264956 Total: 8.8128; Orientation: 0.4570; Line Search: 7.4445
Adding measurement 40ff5dd8 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 6.694e+03, gradient 9.974e-02, dot -0.087; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -45.14523411264956, -39.84408394467898, -0.8994291389187514, -0.43956865275608736, -0.13726018914416666
Rejected: LBFGS Orientation magnitude: 5.235e+03, gradient 9.974e-02, dot -0.155; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -45.14523411264956, -39.84408394467898, -0.8994291389187514, -0.43956865275608736
LBFGS Accumulation History: 3 points
Removed measurement 40ff5dd8 to history. Total: 4
Removed measurement 4dc8cdbc to history. Total: 3
th(0)=-45.14523411264956;dx=-0.009811252397816425
New Minimum: -45.14523411264956 > -45.181036395867324
WOLFE (weak): th(3.4722222222222245)=-45.181036395867324; dx=-0.00966012832556731 evalInputDelta=0.035802283217762465
New Minimum: -45.181036395867324 > -45.2168103311527
WOLFE (weak): th(6.944444444444449)=-45.2168103311527; dx=-0.009641617466680791 evalInputDelta=0.07157621850313944
New Minimum: -45.2168103311527 > -45.35878293619798
WOLFE (weak): th(20.833333333333346)=-45.35878293619798; dx=-0.00945320427060329 evalInputDelta=0.21354882354842175
New Minimum: -45.35878293619798 > -45.9856014107609
WOLFE (weak): th(83.33333333333339)=-45.9856014107609; dx=-0.009444000410883543 evalInputDelta=0.8403672981113388
New Minimum: -45.9856014107609 > -49.228791138449914
WOLFE (weak): th(416.6666666666669)=-49.228791138449914; dx=-0.009130535446591276 evalInputDelta=4.083557025800353
New Minimum: -49.228791138449914 > -62.099936389736946
END: th(2500.0000000000014)=-62.099936389736946; dx=-0.003999609747666961 evalInputDelta=16.954702277087385
Fitness changed from -45.14523411264956 to -62.099936389736946
Iteration 12 complete. Error: -62.099936389736946 Total: 8.4187; Orientation: 0.9759; Line Search: 6.5787
Adding measurement 2777c428 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.078e+03, gradient 7.091e-02, dot 0.181; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
th(0)=-62.099936389736946;dx=-13.224367235755796
Armijo: th(5386.086725079713)=-6.109945051130332; dx=3.8162850415626053E-5 evalInputDelta=-55.989991338606615
Armijo: th(2693.0433625398564)=-5.047586585743346; dx=1.108612389530478E-4 evalInputDelta=-57.0523498039936
Armijo: th(897.6811208466188)=-3.6049575525924924; dx=0.001227916485772334 evalInputDelta=-58.49497883714445
Armijo: th(224.4202802116547)=-3.8438625164156144; dx=0.01406849167717187 evalInputDelta=-58.256073873321334
Armijo: th(44.88405604233094)=-2.136324830505208; dx=-0.025608725342101422 evalInputDelta=-59.96361155923174
Armijo: th(7.480676007055156)=-0.003746421520892893; dx=0.01696902509621674 evalInputDelta=-62.09618996821605
New Minimum: -62.099936389736946 > -62.4987968634197
WOLF (strong): th(1.0686680010078795)=-62.4987968634197; dx=1.3086059753823889 evalInputDelta=0.39886047368275257
New Minimum: -62.4987968634197 > -63.792598359596155
END: th(0.13358350012598494)=-63.792598359596155; dx=-11.476674519671278 evalInputDelta=1.6926619698592091
Fitness changed from -62.099936389736946 to -63.792598359596155
Iteration 13 complete. Error: -63.792598359596155 Total: 10.7884; Orientation: 1.4481; Line Search: 8.4508
Adding measurement 740e8756 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 7.987e+04, gradient 6.675e-02, dot -0.038; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -63.792598359596155, -62.099936389736946, -0.8994291389187514, -0.43956865275608736, -0.13726018914416666
Rejected: LBFGS Orientation magnitude: 1.279e+05, gradient 6.675e-02, dot -0.045; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -63.792598359596155, -62.099936389736946, -0.8994291389187514, -0.43956865275608736
LBFGS Accumulation History: 3 points
Removed measurement 740e8756 to history. Total: 4
Removed measurement 2777c428 to history. Total: 3
th(0)=-63.792598359596155;dx=-0.004328913596627272
New Minimum: -63.792598359596155 > -63.793736911554454
WOLFE (weak): th(0.28779692668730045)=-63.793736911554454; dx=-0.004340358347517638 evalInputDelta=0.0011385519582987058
New Minimum: -63.793736911554454 > -63.794850567928876
WOLFE (weak): th(0.5755938533746009)=-63.794850567928876; dx=-0.004350910170556524 evalInputDelta=0.002252208332720329
New Minimum: -63.794850567928876 > -63.799362399463874
WOLFE (weak): th(1.7267815601238028)=-63.799362399463874; dx=-0.0043742225522428145 evalInputDelta=0.006764039867718452
New Minimum: -63.799362399463874 > -63.81966551958142
WOLFE (weak): th(6.907126240495211)=-63.81966551958142; dx=-0.0043558452339582795 evalInputDelta=0.027067159985264766
New Minimum: -63.81966551958142 > -63.927437655174714
WOLFE (weak): th(34.535631202476054)=-63.927437655174714; dx=-0.004288033265881345 evalInputDelta=0.13483929557855845
New Minimum: -63.927437655174714 > -64.58863595502889
WOLFE (weak): th(207.21378721485632)=-64.58863595502889; dx=-0.004191091204677396 evalInputDelta=0.7960375954327361
New Minimum: -64.58863595502889 > -68.73532158645764
END: th(1450.4965105039942)=-68.73532158645764; dx=-0.0035105833110282824 evalInputDelta=4.942723226861489
Fitness changed from -63.792598359596155 to -68.73532158645764
Iteration 14 complete. Error: -68.73532158645764 Total: 9.5347; Orientation: 1.0874; Line Search: 7.5587
Adding measurement 6e4dca9 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 2.542e+03, gradient 6.120e-02, dot 0.171; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
th(0)=-68.73532158645764;dx=-26.37793377229022
Armijo: th(3125.000000000002)=-8.86871373153701; dx=0.0029511806298325068 evalInputDelta=-59.86660785492063
Armijo: th(1562.500000000001)=-9.383203198178157; dx=0.005626055225176494 evalInputDelta=-59.352118388279486
Armijo: th(520.8333333333336)=-8.808379380013449; dx=0.017437767961840326 evalInputDelta=-59.926942206444195
Armijo: th(130.2083333333334)=-8.874605411837774; dx=0.08538369829300889 evalInputDelta=-59.86071617461987
Armijo: th(26.04166666666668)=-15.280854576939161; dx=0.5954965691704165 evalInputDelta=-53.45446700951848
Armijo: th(4.3402777777777795)=-47.77604564119319; dx=-0.11951455442714631 evalInputDelta=-20.95927594526445
New Minimum: -68.73532158645764 > -71.51246886470219
END: th(0.6200396825396828)=-71.51246886470219; dx=-11.109808978535053 evalInputDelta=2.7771472782445414
Fitness changed from -68.73532158645764 to -71.51246886470219
Iteration 15 complete. Error: -71.51246886470219 Total: 9.0555; Orientation: 0.4378; Line Search: 7.7258
Iteration 15
Adding measurement 520dd10c to history. Total: 4
Rejected: LBFGS Orientation magnitude: 5.592e+03, gradient 7.781e-02, dot -0.036; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -71.51246886470219, -68.73532158645764, -0.8994291389187514, -0.43956865275608736, -0.13726018914416666
Rejected: LBFGS Orientation magnitude: 5.531e+03, gradient 7.781e-02, dot -0.059; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -71.51246886470219, -68.73532158645764, -0.8994291389187514, -0.43956865275608736
LBFGS Accumulation History: 3 points
Removed measurement 520dd10c to history. Total: 4
Removed measurement 6e4dca9 to history. Total: 3
th(0)=-71.51246886470219;dx=-0.0059888534330327075
New Minimum: -71.51246886470219 > -71.51904043351847
WOLFE (weak): th(1.3358350012598492)=-71.51904043351847; dx=-0.0059064327742883735 evalInputDelta=0.006571568816283957
New Minimum: -71.51904043351847 > -71.52560457189439
WOLFE (weak): th(2.6716700025196984)=-71.52560457189439; dx=-0.005882655370246901 evalInputDelta=0.01313570719220536
New Minimum: -71.52560457189439 > -71.55179027394249
WOLFE (weak): th(8.015010007559095)=-71.55179027394249; dx=-0.005858387598889982 evalInputDelta=0.039321409240301364
New Minimum: -71.55179027394249 > -71.66833399526077
WOLFE (weak): th(32.06004003023638)=-71.66833399526077; dx=-0.005810899558049414 evalInputDelta=0.1558651305585812
New Minimum: -71.66833399526077 > -72.27497405741492
WOLFE (weak): th(160.3002001511819)=-72.27497405741492; dx=-0.0056977496760905605 evalInputDelta=0.7625051927127373
New Minimum: -72.27497405741492 > -75.56871291145397
END: th(961.8012009070915)=-75.56871291145397; dx=-0.004386946119255332 evalInputDelta=4.056244046751786
Fitness changed from -71.51246886470219 to -75.56871291145397
Iteration 16 complete. Error: -75.56871291145397 Total: 8.6726; Orientation: 1.0222; Line Search: 6.7136
Adding measurement 6c987de4 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 3.821e+03, gradient 6.554e-02, dot 0.037; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
th(0)=-75.56871291145397;dx=-8.568437899566453
Armijo: th(2072.137872148563)=-6.4863381229221355; dx=9.538104001380904E-4 evalInputDelta=-69.08237478853184
Armijo: th(1036.0689360742815)=-6.580330594462703; dx=0.001264114398551625 evalInputDelta=-68.98838231699126
Armijo: th(345.3563120247605)=-5.64684039866872; dx=0.0042812647315890375 evalInputDelta=-69.92187251278526
Armijo: th(86.33907800619012)=-4.764895724169316; dx=0.05017582859582616 evalInputDelta=-70.80381718728465
Armijo: th(17.267815601238024)=-3.3057442637058188; dx=0.006211362839942839 evalInputDelta=-72.26296864774815
Armijo: th(2.877969266873004)=-0.02595978370665989; dx=-0.004818622953675628 evalInputDelta=-75.54275312774732
Armijo: th(0.4111384666961434)=-71.0862152600629; dx=15.576153676656658 evalInputDelta=-4.482497651391071
New Minimum: -75.56871291145397 > -75.94461129254005
END: th(0.051392308337017925)=-75.94461129254005; dx=-5.909793895610515 evalInputDelta=0.3758983810860741
Fitness changed from -75.56871291145397 to -75.94461129254005
Iteration 17 complete. Error: -75.94461129254005 Total: 9.9999; Orientation: 0.4504; Line Search: 8.6698
Adding measurement 719fdba0 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.083e+05, gradient 6.269e-02, dot -0.051; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -75.94461129254005, -75.56871291145397, -0.8994291389187514, -0.43956865275608736, -0.13726018914416666
Rejected: LBFGS Orientation magnitude: 1.863e+05, gradient 6.269e-02, dot -0.054; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -75.94461129254005, -75.56871291145397, -0.8994291389187514, -0.43956865275608736
LBFGS Accumulation History: 3 points
Removed measurement 719fdba0 to history. Total: 4
Removed measurement 6c987de4 to history. Total: 3
th(0)=-75.94461129254005;dx=-0.0038698935357324533
New Minimum: -75.94461129254005 > -75.94497776968204
WOLFE (weak): th(0.11072137188208621)=-75.94497776968204; dx=-0.003890522579669083 evalInputDelta=3.66477141994892E-4
New Minimum: -75.94497776968204 > -75.94534103036703
WOLFE (weak): th(0.22144274376417242)=-75.94534103036703; dx=-0.0038709001535508353 evalInputDelta=7.297378269868204E-4
New Minimum: -75.94534103036703 > -75.94676512408215
WOLFE (weak): th(0.6643282312925173)=-75.94676512408215; dx=-0.003858774375019056 evalInputDelta=0.00215383154210258
New Minimum: -75.94676512408215 > -75.95326803884906
WOLFE (weak): th(2.657312925170069)=-75.95326803884906; dx=-0.0038526274859040496 evalInputDelta=0.008656746309014807
New Minimum: -75.95326803884906 > -75.98787231052893
WOLFE (weak): th(13.286564625850346)=-75.98787231052893; dx=-0.003897552189704174 evalInputDelta=0.0432610179888826
New Minimum: -75.98787231052893 > -76.20350144719401
WOLFE (weak): th(79.71938775510208)=-76.20350144719401; dx=-0.0038328183057894667 evalInputDelta=0.2588901546539688
New Minimum: -76.20350144719401 > -77.72112167169392
WOLFE (weak): th(558.0357142857146)=-77.72112167169392; dx=-0.0035661938997173285 evalInputDelta=1.7765103791538763
New Minimum: -77.72112167169392 > -85.88432730004497
END: th(4464.2857142857165)=-85.88432730004497; dx=-0.0020755377665148535 evalInputDelta=9.939716007504927
Fitness changed from -75.94461129254005 to -85.88432730004497
Iteration 18 complete. Error: -85.88432730004497 Total: 10.3799; Orientation: 0.9738; Line Search: 8.5170
Adding measurement 6896b799 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 4.232e+03, gradient 5.811e-02, dot 0.160; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
th(0)=-85.88432730004497;dx=-38.76649987498291
Armijo: th(9618.012009070915)=-20.531876506565574; dx=0.0036159227680317993 evalInputDelta=-65.35245079347939
Armijo: th(4809.006004535458)=-20.536358109327253; dx=0.007217727880941417 evalInputDelta=-65.34796919071772
Armijo: th(1603.0020015118191)=-20.690504702961725; dx=0.02111293041819041 evalInputDelta=-65.19382259708325
Armijo: th(400.7505003779548)=-22.2274885846174; dx=0.08037405166711803 evalInputDelta=-63.65683871542757
Armijo: th(80.15010007559096)=-24.887170929124682; dx=0.4473518380216366 evalInputDelta=-60.997156370920294
Armijo: th(13.358350012598493)=-35.644022470683986; dx=1.814675528711822 evalInputDelta=-50.24030482936099
Armijo: th(1.908335716085499)=-76.38058745928183; dx=-1.6095605672389144 evalInputDelta=-9.503739840763146
New Minimum: -85.88432730004497 > -88.95427909623713
END: th(0.23854196451068738)=-88.95427909623713; dx=-21.61779693948464 evalInputDelta=3.069951796192157
Fitness changed from -85.88432730004497 to -88.95427909623713
Iteration 19 complete. Error: -88.95427909623713 Total: 11.1000; Orientation: 0.5035; Line Search: 8.6362
Adding measurement 76fbe7c5 to history. Total: 4
Accepted: LBFGS Orientation magnitude: 4.495e+03, gradient 6.234e-02, dot 0.071; [eecb2f89-d14d-4ab4-92e6-0fe63b446660 = 1.000/1.000e+00]
th(0)=-88.95427909623713;dx=-20.969761167581016
Armijo: th(0.5139230833701793)=-83.50378336301596; dx=-0.48877644431271783 evalInputDelta=-5.4504957332211745
Armijo: th(0.25696154168508967)=-87.03429920600986; dx=-3.973393295860301 evalInputDelta=-1.9199798902272676
Armijo: th(0.08565384722836322)=-88.59927507022137; dx=-6.978670259520053 evalInputDelta=-0.355004026015763
Armijo: th(0.021413461807090806)=-88.88080149841134; dx=-8.891846810191561 evalInputDelta=-0.07347759782578578
Armijo: th(0.004282692361418161)=-88.9413238153742; dx=-9.802356062981513 evalInputDelta=-0.012955280862925633
Armijo: th(7.137820602363602E-4)=-88.95217124686306; dx=-10.164080601098679 evalInputDelta=-0.0021078493740702697
Armijo: th(1.0196886574805147E-4)=-88.95398268293697; dx=-9.663973376971922 evalInputDelta=-2.9641330016261236E-4
Armijo: th(1.2746108218506433E-5)=-88.95423792778229; dx=-9.965095725399514 evalInputDelta=-4.116845484247733E-5
Armijo: th(1.4162342465007149E-6)=-88.95426537342097; dx=-10.288793953135992 evalInputDelta=-1.3722816163408424E-5
Armijo: th(1.4162342465007148E-7)=-88.95427360711092; dx=-10.383219294802812 evalInputDelta=-5.489126209567985E-6
Armijo: th(1.2874856786370135E-8)=-88.95427360711092; dx=-10.386211661670584 evalInputDelta=-5.489126209567985E-6
Armijo: th(1.0729047321975112E-9)=-88.95427360711092; dx=-10.03795304896975 evalInputDelta=-5.489126209567985E-6
MIN ALPHA (8.25311332459624E-11): th(0.0)=-88.95427909623713
Fitness changed from -88.95427909623713 to -88.95427909623713
Static Iteration Total: 14.6385; Orientation: 0.5585; Line Search: 13.1887
Iteration 20 failed. Error: -88.95427909623713
Previous Error: 0.0 -> -88.95427909623713
Retrying iteration 20
Reset training subject: 2325017887597
Adding measurement 5cce7751 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-88.95427909623713;dx=-0.003837746838020967
WOLFE (weak): th(2.1544346900318838E-10)=-88.95427909623713; dx=-0.003637777843725947 evalInputDelta=0.0
WOLFE (weak): th(4.3088693800637676E-10)=-88.95427909623713; dx=-0.0036238304122593722 evalInputDelta=0.0
WOLFE (weak): th(1.2926608140191302E-9)=-88.95427909623713; dx=-0.0036444569859058664 evalInputDelta=0.0
WOLFE (weak): th(5.170643256076521E-9)=-88.95427909623713; dx=-0.0036561408189490783 evalInputDelta=0.0
WOLFE (weak): th(2.5853216280382606E-8)=-88.95427909623713; dx=-0.0036284189175256687 evalInputDelta=0.0
WOLFE (weak): th(1.5511929768229565E-7)=-88.95427909623713; dx=-0.0036316297095941533 evalInputDelta=0.0
Armijo: th(1.0858350837760695E-6)=-88.95427360711092; dx=-0.0036211152070245315 evalInputDelta=-5.489126209567985E-6
WOLFE (weak): th(6.204771907291826E-7)=-88.95427909623713; dx=-0.003649180743354361 evalInputDelta=0.0
Armijo: th(8.531561372526261E-7)=-88.95427360711092; dx=-0.0036115141879660547 evalInputDelta=-5.489126209567985E-6
Armijo: th(7.368166639909043E-7)=-88.95427360711092; dx=-0.0036247258324652665 evalInputDelta=-5.489126209567985E-6
Armijo: th(6.786469273600435E-7)=-88.95427360711092; dx=-0.003608633161154569 evalInputDelta=-5.489126209567985E-6
WOLFE (weak): th(6.49562059044613E-7)=-88.95427909623713; dx=-0.003600186163696492 evalInputDelta=0.0
WOLFE (weak): th(6.641044932023282E-7)=-88.95427909623713; dx=-0.0036305576537334736 evalInputDelta=0.0
Armijo: th(6.713757102811858E-7)=-88.95427360711092; dx=-0.0036193876853290534 evalInputDelta=-5.489126209567985E-6
WOLFE (weak): th(6.67740101741757E-7)=-88.95427909623713; dx=-0.003618641275734479 evalInputDelta=0.0
Armijo: th(6.695579060114715E-7)=-88.95427360711092; dx=-0.0036348679331101273 evalInputDelta=-5.489126209567985E-6
Armijo: th(6.686490038766142E-7)=-88.95427360711092; dx=-0.003613062347658626 evalInputDelta=-5.489126209567985E-6
Armijo: th(6.681945528091856E-7)=-88.95427360711092; dx=-0.0036438329724072334 evalInputDelta=-5.489126209567985E-6
WOLFE (weak): th(6.679673272754713E-7)=-88.95427909623713; dx=-0.0036419640647468946 evalInputDelta=0.0
Armijo: th(6.680809400423285E-7)=-88.95427360711092; dx=-0.0036024327835530176 evalInputDelta=-5.489126209567985E-6
Armijo: th(6.680241336588999E-7)=-88.95427360711092; dx=-0.003658450664902198 evalInputDelta=-5.489126209567985E-6
WOLFE (weak): th(6.679957304671856E-7)=-88.95427909623713; dx=-0.0036124183170012734 evalInputDelta=0.0
WOLFE (weak): th(6.680099320630428E-7)=-88.95427909623713; dx=-0.0036005543682327526 evalInputDelta=0.0
Armijo: th(6.680170328609714E-7)=-88.95427360711092; dx=-0.003625436456131981 evalInputDelta=-5.489126209567985E-6
WOLFE (weak): th(6.680134824620071E-7)=-88.95427909623713; dx=-0.003593445325520507 evalInputDelta=0.0
mu ~= nu (6.680134824620071E-7): th(0.0)=-88.95427909623713
Fitness changed from -88.95427909623713 to -88.95427909623713
Static Iteration Total: 27.2209; Orientation: 0.0201; Line Search: 25.4561
Iteration 21 failed. Error: -88.95427909623713
Previous Error: 0.0 -> -88.95427909623713
Optimization terminated 21
Final threshold in iteration 21: -88.95427909623713 (> -Infinity) after 190.525s (< 3600.000s)