Reset training subject: 558928363965000
Reset training subject: 558945094473100
Adding measurement 2cba5881 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.6875219121575356;dx=-9.384622944100638E-6
New Minimum: 1.6875219121575356 > 1.6874982491135597
WOLFE (weak): th(2.154434690031884)=1.6874982491135597; dx=-9.321620777330047E-6 evalInputDelta=2.3663043975830078E-5
New Minimum: 1.6874982491135597 > 1.6874744519591331
WOLFE (weak): th(4.308869380063768)=1.6874744519591331; dx=-8.660388565417725E-6 evalInputDelta=4.7460198402404785E-5
New Minimum: 1.6874744519591331 > 1.6873797476291656
WOLFE (weak): th(12.926608140191302)=1.6873797476291656; dx=-8.87030908033382E-6 evalInputDelta=1.4216452836990356E-4
New Minimum: 1.6873797476291656 > 1.6869530975818634
WOLFE (weak): th(51.70643256076521)=1.6869530975818634; dx=-9.31571030216998E-6 evalInputDelta=5.688145756721497E-4
New Minimum: 1.6869530975818634 > 1.684680700302124
WOLFE (weak): th(258.53216280382605)=1.684680700302124; dx=-8.952397179248547E-6 evalInputDelta=0.0028412118554115295
New Minimum: 1.684680700302124 > 1.670601174235344
WOLFE (weak): th(1551.1929768229563)=1.670601174235344; dx=-9.136260007108548E-6 evalInputDelta=0.01692073792219162
New Minimum: 1.670601174235344 > 1.5761241763830185
END: th(10858.350837760694)=1.5761241763830185; dx=-8.059873378186608E-6 evalInputDelta=0.11139773577451706
Fitness changed from 1.6875219121575356 to 1.5761241763830185
Iteration 1 complete. Error: 1.5761241763830185 Total: 182.6604; Orientation: 0.0122; Line Search: 132.5459
Adding measurement 3fa35cc1 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.5761241763830185;dx=-7.257777152447364E-6
New Minimum: 1.5761241763830185 > 1.3985713720321655
END: th(23393.607721408407)=1.3985713720321655; dx=-5.6506732222084646E-6 evalInputDelta=0.17755280435085297
Fitness changed from 1.5761241763830185 to 1.3985713720321655
Iteration 2 complete. Error: 1.3985713720321655 Total: 48.8722; Orientation: 0.0119; Line Search: 32.0662
Adding measurement 79f1baff to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.3985713720321655;dx=-4.852911017747488E-6
New Minimum: 1.3985713720321655 > 1.156442180275917
END: th(50400.00000000001)=1.156442180275917; dx=-3.3517437490480977E-6 evalInputDelta=0.24212919175624847
Fitness changed from 1.3985713720321655 to 1.156442180275917
Iteration 3 complete. Error: 1.156442180275917 Total: 49.9656; Orientation: 0.0115; Line Search: 33.1877
Adding measurement 4a098f80 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.792e+02, gradient 1.698e-03, dot -0.926; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.156442180275917, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 4a098f80 to history. Total: 3
th(0)=1.156442180275917;dx=-2.8339587340520204E-6
New Minimum: 1.156442180275917 > 0.8677517920732498
END: th(108583.50837760697)=0.8677517920732498; dx=-1.7248836546232058E-6 evalInputDelta=0.28869038820266724
Fitness changed from 1.156442180275917 to 0.8677517920732498
Iteration 4 complete. Error: 0.8677517920732498 Total: 49.1156; Orientation: 0.1819; Line Search: 32.5118
Adding measurement 3476104 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.271e+02, gradient 1.270e-03, dot -0.838; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8677517920732498, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 3476104 to history. Total: 3
th(0)=0.8677517920732498;dx=-1.584356630114855E-6
New Minimum: 0.8677517920732498 > 0.5533649027347565
END: th(233936.07721408413)=0.5533649027347565; dx=-8.045270809091608E-7 evalInputDelta=0.31438688933849335
Fitness changed from 0.8677517920732498 to 0.5533649027347565
Iteration 5 complete. Error: 0.5533649027347565 Total: 50.3424; Orientation: 0.1899; Line Search: 33.3483
Adding measurement 4067f564 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.506e+02, gradient 1.018e-03, dot -0.706; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5533649027347565, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 4067f564 to history. Total: 3
th(0)=0.5533649027347565;dx=-1.0249655270764739E-6
New Minimum: 0.5533649027347565 > 0.29397425055503845
END: th(504000.0000000002)=0.29397425055503845; dx=-1.3795829022401686E-7 evalInputDelta=0.259390652179718
Fitness changed from 0.5533649027347565 to 0.29397425055503845
Iteration 6 complete. Error: 0.29397425055503845 Total: 49.9058; Orientation: 0.2823; Line Search: 33.1585
Adding measurement 741086b0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.976e+02, gradient 1.167e-03, dot -0.390; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.29397425055503845, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 741086b0 to history. Total: 3
th(0)=0.29397425055503845;dx=-1.3437281673951529E-6
Armijo: th(1085835.0837760698)=0.7694181278347969; dx=6.839652038814485E-7 evalInputDelta=-0.47544387727975845
New Minimum: 0.29397425055503845 > 0.2548918314278126
WOLF (strong): th(542917.5418880349)=0.2548918314278126; dx=5.595640312294849E-7 evalInputDelta=0.039082419127225876
New Minimum: 0.2548918314278126 > 0.1302473396062851
END: th(180972.5139626783)=0.1302473396062851; dx=-2.539085122437845E-7 evalInputDelta=0.16372691094875336
Fitness changed from 0.29397425055503845 to 0.1302473396062851
Iteration 7 complete. Error: 0.1302473396062851 Total: 82.9164; Orientation: 0.1775; Line Search: 66.1087
Adding measurement 2f55f5c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.974e+02, gradient 8.059e-04, dot -0.534; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.1302473396062851, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 2f55f5c to history. Total: 3
th(0)=0.1302473396062851;dx=-6.386037838967722E-7
New Minimum: 0.1302473396062851 > 0.026280339807271957
WOLF (strong): th(389893.4620234736)=0.026280339807271957; dx=3.439389617659046E-8 evalInputDelta=0.10396699979901314
END: th(194946.7310117368)=0.039601560682058334; dx=-2.116836651505598E-7 evalInputDelta=0.09064577892422676
Fitness changed from 0.1302473396062851 to 0.026280339807271957
Iteration 8 complete. Error: 0.026280339807271957 Total: 67.0332; Orientation: 0.1759; Line Search: 50.0751
Adding measurement 170baedd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.747e+02, gradient 1.091e-03, dot -0.386; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.026280339807271957, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 170baedd to history. Total: 3
th(0)=0.026280339807271957;dx=-1.1696498475470326E-6
Armijo: th(420000.0000000002)=0.06981568038463593; dx=6.630578049767585E-7 evalInputDelta=-0.04353534057736397
New Minimum: 0.026280339807271957 > -0.0666029043495655
WOLF (strong): th(210000.0000000001)=-0.0666029043495655; dx=2.625665754032712E-7 evalInputDelta=0.09288324415683746
END: th(70000.00000000003)=-0.047785475850105286; dx=-5.778345586806713E-7 evalInputDelta=0.07406581565737724
Fitness changed from 0.026280339807271957 to -0.0666029043495655
Iteration 9 complete. Error: -0.0666029043495655 Total: 83.1462; Orientation: 0.2624; Line Search: 66.5055
Adding measurement 37a42f82 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.605e+02, gradient 9.738e-04, dot -0.398; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.0666029043495655, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 37a42f82 to history. Total: 3
th(0)=-0.0666029043495655;dx=-9.339211805233455E-7
New Minimum: -0.0666029043495655 > -0.14020226523280144
END: th(150810.42830223194)=-0.14020226523280144; dx=-1.0301774428229017E-7 evalInputDelta=0.07359936088323593
Fitness changed from -0.0666029043495655 to -0.14020226523280144
Iteration 10 complete. Error: -0.14020226523280144 Total: 48.7840; Orientation: 0.1749; Line Search: 31.9560
Adding measurement 22102ef6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.712e+02, gradient 5.647e-04, dot -0.632; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.14020226523280144, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 22102ef6 to history. Total: 3
th(0)=-0.14020226523280144;dx=-3.115528899799214E-7
New Minimum: -0.14020226523280144 > -0.21859142184257507
END: th(324911.2183528947)=-0.21859142184257507; dx=-1.1363816836233724E-7 evalInputDelta=0.07838915660977364
Fitness changed from -0.14020226523280144 to -0.21859142184257507
Iteration 11 complete. Error: -0.21859142184257507 Total: 49.9312; Orientation: 0.1751; Line Search: 33.1114
Adding measurement 1284ce84 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.036e+02, gradient 6.004e-04, dot -0.556; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.21859142184257507, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 1284ce84 to history. Total: 3
th(0)=-0.21859142184257507;dx=-3.504946984124308E-7
Armijo: th(700000.0000000005)=-0.21343567222356796; dx=1.710483739621371E-7 evalInputDelta=-0.005155749619007111
New Minimum: -0.21859142184257507 > -0.269490834325552
WOLF (strong): th(350000.00000000023)=-0.269490834325552; dx=2.963438353716326E-8 evalInputDelta=0.05089941248297691
END: th(116666.66666666674)=-0.25413016974925995; dx=-1.8538921490976275E-7 evalInputDelta=0.035538747906684875
Fitness changed from -0.21859142184257507 to -0.269490834325552
Iteration 12 complete. Error: -0.269490834325552 Total: 82.7768; Orientation: 0.1760; Line Search: 65.8718
Adding measurement 12e54f6f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.709e+02, gradient 7.464e-04, dot -0.417; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.269490834325552, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 12e54f6f to history. Total: 3
th(0)=-0.269490834325552;dx=-5.487731636766323E-7
New Minimum: -0.269490834325552 > -0.32670609652996063
WOLF (strong): th(251350.71383705328)=-0.32670609652996063; dx=1.1313741471730948E-7 evalInputDelta=0.057215262204408646
END: th(125675.35691852664)=-0.32329706102609634; dx=-1.7579368789839604E-7 evalInputDelta=0.05380622670054436
Fitness changed from -0.269490834325552 to -0.32670609652996063
Iteration 13 complete. Error: -0.32670609652996063 Total: 65.1230; Orientation: 0.1795; Line Search: 48.1458
Adding measurement 3f9207fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.351e+02, gradient 6.780e-04, dot -0.446; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.32670609652996063, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 3f9207fe to history. Total: 3
th(0)=-0.32670609652996063;dx=-4.5308913666465874E-7
New Minimum: -0.32670609652996063 > -0.3753637447953224
WOLF (strong): th(270759.3486274123)=-0.3753637447953224; dx=5.8982688178529014E-8 evalInputDelta=0.048657648265361786
END: th(135379.67431370614)=-0.37089853733778; dx=-1.3626368716199422E-7 evalInputDelta=0.044192440807819366
Fitness changed from -0.32670609652996063 to -0.3753637447953224
Iteration 14 complete. Error: -0.3753637447953224 Total: 66.6760; Orientation: 0.1760; Line Search: 49.8504
Adding measurement 4e43ea36 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.010e+02, gradient 6.008e-04, dot -0.465; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3753637447953224, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 4e43ea36 to history. Total: 3
th(0)=-0.3753637447953224;dx=-3.5432905843296396E-7
New Minimum: -0.3753637447953224 > -0.41917533427476883
WOLF (strong): th(291666.66666666686)=-0.41917533427476883; dx=7.213006152692118E-8 evalInputDelta=0.04381158947944641
END: th(145833.33333333343)=-0.4159097783267498; dx=-1.1960237070897058E-7 evalInputDelta=0.04054603353142738
Fitness changed from -0.3753637447953224 to -0.41917533427476883
Iteration 15 complete. Error: -0.41917533427476883 Total: 65.7299; Orientation: 0.1761; Line Search: 48.7040
Adding measurement 40b75694 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.559e+02, gradient 6.718e-04, dot -0.413; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.41917533427476883, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 40b75694 to history. Total: 3
th(0)=-0.41917533427476883;dx=-4.4618094995171234E-7
New Minimum: -0.41917533427476883 > -0.451718308031559
WOLF (strong): th(314188.3922963166)=-0.451718308031559; dx=1.220500767467095E-7 evalInputDelta=0.03254297375679016
New Minimum: -0.451718308031559 > -0.4604855738580227
END: th(157094.1961481583)=-0.4604855738580227; dx=-6.673519994327418E-8 evalInputDelta=0.04131023958325386
Fitness changed from -0.41917533427476883 to -0.4604855738580227
Iteration 16 complete. Error: -0.4604855738580227 Total: 66.4515; Orientation: 0.2388; Line Search: 49.7450
Adding measurement 284cf610 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.573e+02, gradient 4.040e-04, dot -0.651; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4604855738580227, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 284cf610 to history. Total: 3
th(0)=-0.4604855738580227;dx=-1.5955713026602248E-7
New Minimum: -0.4604855738580227 > -0.5054002068936825
END: th(338449.1857842654)=-0.5054002068936825; dx=-7.152123050275287E-8 evalInputDelta=0.04491463303565979
Fitness changed from -0.4604855738580227 to -0.5054002068936825
Iteration 17 complete. Error: -0.5054002068936825 Total: 46.0490; Orientation: 0.1748; Line Search: 30.9177
Adding measurement 5fe95fd1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.639e+02, gradient 4.302e-04, dot -0.577; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5054002068936825, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 5fe95fd1 to history. Total: 3
th(0)=-0.5054002068936825;dx=-1.784263632124131E-7
New Minimum: -0.5054002068936825 > -0.5319009535014629
WOLF (strong): th(729166.6666666673)=-0.5319009535014629; dx=5.02397316197332E-8 evalInputDelta=0.026500746607780457
New Minimum: -0.5319009535014629 > -0.542579784989357
END: th(364583.33333333366)=-0.542579784989357; dx=-1.8062402767683012E-8 evalInputDelta=0.037179578095674515
Fitness changed from -0.5054002068936825 to -0.542579784989357
Iteration 18 complete. Error: -0.542579784989357 Total: 64.7362; Orientation: 0.1744; Line Search: 49.5203
Adding measurement 5621e83b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.622e+02, gradient 5.128e-04, dot -0.468; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.542579784989357, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement 5621e83b to history. Total: 3
th(0)=-0.542579784989357;dx=-2.543067805787507E-7
Armijo: th(785470.9807407917)=-0.4592479579150677; dx=3.1862412745374826E-7 evalInputDelta=-0.08333182707428932
New Minimum: -0.542579784989357 > -0.5685743540525436
WOLF (strong): th(392735.4903703958)=-0.5685743540525436; dx=1.118447263553603E-7 evalInputDelta=0.025994569063186646
New Minimum: -0.5685743540525436 > -0.5710441432893276
END: th(130911.83012346528)=-0.5710441432893276; dx=-1.15311428083461E-7 evalInputDelta=0.028464358299970627
Fitness changed from -0.542579784989357 to -0.5710441432893276
Iteration 19 complete. Error: -0.5710441432893276 Total: 82.3033; Orientation: 0.2238; Line Search: 65.4523
Adding measurement cefb49a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.909e+02, gradient 3.476e-04, dot -0.683; [f38183cb-e948-401c-ae1a-50d86749f09d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5710441432893276, 1.3985713720321655, 1.5761241763830185, 1.6875219121575356
LBFGS Accumulation History: 3 points
Removed measurement cefb49a to history. Total: 3
th(0)=-0.5710441432893276;dx=-1.1768017087815173E-7
New Minimum: -0.5710441432893276 > -0.6028138175606728
END: th(282040.98815355456)=-0.6028138175606728; dx=-8.488385508769439E-8 evalInputDelta=0.03176967427134514
Fitness changed from -0.5710441432893276 to -0.6028138175606728
Iteration 20 complete. Error: -0.6028138175606728 Total: 50.1293; Orientation: 0.1751; Line Search: 33.3467
Final threshold in iteration 21: -0.6028138175606728 (> -Infinity) after 1352.647s (< 5400.000s)
