Reset training subject: 1672993378454
Reset training subject: 1679858305740
Adding measurement c7df37a to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=32.14678142592311;dx=-0.027967542065313586
New Minimum: 32.14678142592311 > 32.08204451203346
WOLFE (weak): th(2.154434690031884)=32.08204451203346; dx=-0.027826026194620306 evalInputDelta=0.06473691388964653
New Minimum: 32.08204451203346 > 32.01779790967703
WOLFE (weak): th(4.308869380063768)=32.01779790967703; dx=-0.027644054982664933 evalInputDelta=0.1289835162460804
New Minimum: 32.01779790967703 > 31.762391790747643
WOLFE (weak): th(12.926608140191302)=31.762391790747643; dx=-0.0272952039543983 evalInputDelta=0.38438963517546654
New Minimum: 31.762391790747643 > 30.667271226644516
END: th(51.70643256076521)=30.667271226644516; dx=-0.024922550215608397 evalInputDelta=1.479510199278593
Fitness changed from 32.14678142592311 to 30.667271226644516
Iteration 1 complete. Error: 30.667271226644516 Total: 23.2948; Orientation: 0.0311; Line Search: 11.6769
Adding measurement 47297bf3 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=30.667271226644516;dx=-0.02276796547908935
New Minimum: 30.667271226644516 > 28.23327361419797
END: th(111.39813200670669)=28.23327361419797; dx=-0.01775671369302291 evalInputDelta=2.4339976124465466
Fitness changed from 30.667271226644516 to 28.23327361419797
Iteration 2 complete. Error: 28.23327361419797 Total: 6.8144; Orientation: 0.0041; Line Search: 4.5515
Adding measurement 1998f19e to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=28.23327361419797;dx=-0.014859019875830489
New Minimum: 28.23327361419797 > 25.22238565981388
END: th(240.0)=25.22238565981388; dx=-0.008648475918942626 evalInputDelta=3.0108879543840885
Fitness changed from 28.23327361419797 to 25.22238565981388
Iteration 3 complete. Error: 25.22238565981388 Total: 7.3086; Orientation: 0.0034; Line Search: 4.5060
Adding measurement 69d57f53 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.973e+01, gradient 8.150e-02, dot -0.918; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 25.22238565981388, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 69d57f53 to history. Total: 3
th(0)=25.22238565981388;dx=-0.006619291590029486
New Minimum: 25.22238565981388 > 22.44870875030756
END: th(517.0643256076521)=22.44870875030756; dx=-0.0036406221918830577 evalInputDelta=2.773676909506321
Fitness changed from 25.22238565981388 to 22.44870875030756
Iteration 4 complete. Error: 22.44870875030756 Total: 6.8053; Orientation: 0.0683; Line Search: 4.4790
Adding measurement 21c7c303 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.559e+01, gradient 5.619e-02, dot -0.842; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 22.44870875030756, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 21c7c303 to history. Total: 3
th(0)=22.44870875030756;dx=-0.003145200958308463
New Minimum: 22.44870875030756 > 19.764966141432524
END: th(1113.981320067067)=19.764966141432524; dx=-0.0015256277172314189 evalInputDelta=2.6837426088750362
Fitness changed from 22.44870875030756 to 19.764966141432524
Iteration 5 complete. Error: 19.764966141432524 Total: 6.7481; Orientation: 0.0450; Line Search: 4.4570
Adding measurement 329db230 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.178e+01, gradient 4.174e-02, dot -0.761; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 19.764966141432524, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 329db230 to history. Total: 3
th(0)=19.764966141432524;dx=-0.0017356674543039003
New Minimum: 19.764966141432524 > 17.93890058249235
END: th(2400.0)=17.93890058249235; dx=-1.5349958038663266E-4 evalInputDelta=1.8260655589401722
Fitness changed from 19.764966141432524 to 17.93890058249235
Iteration 6 complete. Error: 17.93890058249235 Total: 6.7548; Orientation: 0.0426; Line Search: 4.4798
Adding measurement 674a5b18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.082e+01, gradient 5.234e-02, dot -0.525; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 17.93890058249235, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 674a5b18 to history. Total: 3
th(0)=17.93890058249235;dx=-0.002737288992740349
Armijo: th(5170.6432560765215)=21.23333900421858; dx=0.001145048465234198 evalInputDelta=-3.294438421726227
Armijo: th(2585.3216280382608)=18.36516470834613; dx=6.68232554896881E-4 evalInputDelta=-0.42626412585377693
New Minimum: 17.93890058249235 > 17.014479104429483
WOLF (strong): th(861.7738760127536)=17.014479104429483; dx=2.7596408263524404E-4 evalInputDelta=0.9244214780628681
END: th(215.4434690031884)=17.42165193706751; dx=-0.001850046241334636 evalInputDelta=0.5172486454248428
Fitness changed from 17.93890058249235 to 17.014479104429483
Iteration 7 complete. Error: 17.014479104429483 Total: 14.1894; Orientation: 0.0401; Line Search: 11.9190
Adding measurement 2ccf9f7b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.029e+01, gradient 3.677e-02, dot -0.484; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 17.014479104429483, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 2ccf9f7b to history. Total: 3
th(0)=17.014479104429483;dx=-0.0013504460869891482
New Minimum: 17.014479104429483 > 16.518004972487688
END: th(464.15888336127796)=16.518004972487688; dx=-6.662415436620018E-4 evalInputDelta=0.49647413194179535
Fitness changed from 17.014479104429483 to 16.518004972487688
Iteration 8 complete. Error: 16.518004972487688 Total: 6.7892; Orientation: 0.0505; Line Search: 4.4895
Adding measurement 66d9ccfa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.889e+01, gradient 2.481e-02, dot -0.634; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 16.518004972487688, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 66d9ccfa to history. Total: 3
th(0)=16.518004972487688;dx=-6.147208749439871E-4
New Minimum: 16.518004972487688 > 15.99994944781065
END: th(1000.0000000000002)=15.99994944781065; dx=-3.9760366628829435E-4 evalInputDelta=0.5180555246770382
Fitness changed from 16.518004972487688 to 15.99994944781065
Iteration 9 complete. Error: 15.99994944781065 Total: 7.0105; Orientation: 0.3032; Line Search: 4.4643
Adding measurement fd20ab8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.137e+01, gradient 2.149e-02, dot -0.689; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 15.99994944781065, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement fd20ab8 to history. Total: 3
th(0)=15.99994944781065;dx=-4.600677098216508E-4
New Minimum: 15.99994944781065 > 15.30016439780593
END: th(2154.434690031884)=15.30016439780593; dx=-2.2817854948563798E-4 evalInputDelta=0.6997850500047207
Fitness changed from 15.99994944781065 to 15.30016439780593
Iteration 10 complete. Error: 15.30016439780593 Total: 6.7757; Orientation: 0.0374; Line Search: 4.5110
Adding measurement 2aec2a1d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.506e+01, gradient 2.411e-02, dot -0.567; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 15.30016439780593, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 2aec2a1d to history. Total: 3
th(0)=15.30016439780593;dx=-5.81287168531218E-4
Armijo: th(4641.58883361278)=15.619809366762638; dx=3.056128491134557E-4 evalInputDelta=-0.3196449689567089
New Minimum: 15.30016439780593 > 14.938024021685123
WOLF (strong): th(2320.79441680639)=14.938024021685123; dx=1.4073567445556704E-4 evalInputDelta=0.36214037612080574
END: th(773.5981389354633)=14.974103759974241; dx=-2.544488030940847E-4 evalInputDelta=0.3260606378316879
Fitness changed from 15.30016439780593 to 14.938024021685123
Iteration 11 complete. Error: 14.938024021685123 Total: 11.8299; Orientation: 0.0420; Line Search: 9.5053
Adding measurement 39cff4aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.583e+01, gradient 3.900e-02, dot -0.399; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 14.938024021685123, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 39cff4aa to history. Total: 3
th(0)=14.938024021685123;dx=-0.0015183406088750302
Armijo: th(1666.6666666666672)=15.058727454394102; dx=8.200489529931671E-4 evalInputDelta=-0.12070343270897865
New Minimum: 14.938024021685123 > 14.483072970062494
WOLF (strong): th(833.3333333333336)=14.483072970062494; dx=2.4982460720946305E-4 evalInputDelta=0.45495105162262917
END: th(277.7777777777779)=14.60566495358944; dx=-7.742904920998284E-4 evalInputDelta=0.33235906809568405
Fitness changed from 14.938024021685123 to 14.483072970062494
Iteration 12 complete. Error: 14.483072970062494 Total: 11.1632; Orientation: 0.0397; Line Search: 8.9040
Adding measurement 6c2fb18a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.241e+01, gradient 2.846e-02, dot -0.470; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 14.483072970062494, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 6c2fb18a to history. Total: 3
th(0)=14.483072970062494;dx=-8.063884873449962E-4
New Minimum: 14.483072970062494 > 14.17499927431345
END: th(598.4540805644124)=14.17499927431345; dx=-1.6812158132045138E-4 evalInputDelta=0.3080736957490444
Fitness changed from 14.483072970062494 to 14.17499927431345
Iteration 13 complete. Error: 14.17499927431345 Total: 6.6994; Orientation: 0.0372; Line Search: 4.4477
Adding measurement 62a4ee83 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.557e+01, gradient 1.791e-02, dot -0.672; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 14.17499927431345, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 62a4ee83 to history. Total: 3
th(0)=14.17499927431345;dx=-3.200982803601305E-4
New Minimum: 14.17499927431345 > 13.884293545037508
END: th(1289.3302315591059)=13.884293545037508; dx=-1.3738683166800356E-4 evalInputDelta=0.29070572927594185
Fitness changed from 14.17499927431345 to 13.884293545037508
Iteration 14 complete. Error: 13.884293545037508 Total: 6.6941; Orientation: 0.0385; Line Search: 4.4259
Adding measurement 72c860c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.543e+01, gradient 1.956e-02, dot -0.588; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.884293545037508, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 72c860c7 to history. Total: 3
th(0)=13.884293545037508;dx=-3.821718496397154E-4
Armijo: th(2777.777777777779)=14.034617561846972; dx=3.1199782100742334E-4 evalInputDelta=-0.1503240168094635
New Minimum: 13.884293545037508 > 13.70940126106143
WOLF (strong): th(1388.8888888888896)=13.70940126106143; dx=7.990785401170375E-5 evalInputDelta=0.17489228397607803
END: th(462.9629629629632)=13.745891276746988; dx=-1.9547574826101974E-4 evalInputDelta=0.13840226829051971
Fitness changed from 13.884293545037508 to 13.70940126106143
Iteration 15 complete. Error: 13.70940126106143 Total: 11.8604; Orientation: 0.0402; Line Search: 9.5973
Adding measurement 69c6314c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.507e+01, gradient 2.813e-02, dot -0.425; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.70940126106143, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 69c6314c to history. Total: 3
th(0)=13.70940126106143;dx=-7.912208080632446E-4
New Minimum: 13.70940126106143 > 13.537845559418201
WOLF (strong): th(997.4234676073542)=13.537845559418201; dx=3.5593127021766723E-4 evalInputDelta=0.17155570164322853
New Minimum: 13.537845559418201 > 13.466529581695795
END: th(498.7117338036771)=13.466529581695795; dx=-1.4813953731192421E-4 evalInputDelta=0.24287167936563492
Fitness changed from 13.70940126106143 to 13.466529581695795
Iteration 16 complete. Error: 13.466529581695795 Total: 8.9616; Orientation: 0.0353; Line Search: 6.7003
Adding measurement 38d8a832 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.038e+01, gradient 1.531e-02, dot -0.713; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.466529581695795, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 38d8a832 to history. Total: 3
th(0)=13.466529581695795;dx=-2.3415854112767418E-4
New Minimum: 13.466529581695795 > 13.267409201711416
END: th(1074.4418596325884)=13.267409201711416; dx=-1.3748378909708518E-4 evalInputDelta=0.19912037998437881
Fitness changed from 13.466529581695795 to 13.267409201711416
Iteration 17 complete. Error: 13.267409201711416 Total: 6.7039; Orientation: 0.0374; Line Search: 4.4441
Adding measurement 6f20a14e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.912e+01, gradient 1.530e-02, dot -0.669; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.267409201711416, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 6f20a14e to history. Total: 3
th(0)=13.267409201711416;dx=-2.334663113006982E-4
New Minimum: 13.267409201711416 > 13.016616649925709
END: th(2314.814814814816)=13.016616649925709; dx=-2.648909090298052E-5 evalInputDelta=0.2507925517857075
Fitness changed from 13.267409201711416 to 13.016616649925709
Iteration 18 complete. Error: 13.016616649925709 Total: 6.6855; Orientation: 0.0343; Line Search: 4.4380
Adding measurement 3e7ff057 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.423e+01, gradient 2.451e-02, dot -0.451; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.016616649925709, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 3e7ff057 to history. Total: 3
th(0)=13.016616649925709;dx=-6.007237710646482E-4
Armijo: th(4987.117338036771)=15.90228894725442; dx=7.359210361379696E-4 evalInputDelta=-2.8856722973287106
Armijo: th(2493.5586690183854)=13.706140518188477; dx=7.838287261461767E-4 evalInputDelta=-0.6895238682627678
New Minimum: 13.016616649925709 > 12.784104563295841
WOLF (strong): th(831.1862230061284)=12.784104563295841; dx=6.779806660312082E-5 evalInputDelta=0.23251208662986755
END: th(207.7965557515321)=12.903611619025469; dx=-4.334184181388539E-4 evalInputDelta=0.11300503090023994
Fitness changed from 13.016616649925709 to 12.784104563295841
Iteration 19 complete. Error: 12.784104563295841 Total: 14.3413; Orientation: 0.0358; Line Search: 12.0891
Adding measurement 2f0e9f31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.547e+01, gradient 1.969e-02, dot -0.520; [76c9aec4-f8e8-415c-a31a-3baa452acf42 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.784104563295841, 28.23327361419797, 30.667271226644516, 32.14678142592311
LBFGS Accumulation History: 3 points
Removed measurement 2f0e9f31 to history. Total: 3
th(0)=12.784104563295841;dx=-3.872949359774811E-4
New Minimum: 12.784104563295841 > 12.661145851016045
END: th(447.6841081802452)=12.661145851016045; dx=-1.3899068445115452E-4 evalInputDelta=0.1229587122797966
Fitness changed from 12.784104563295841 to 12.661145851016045
Iteration 20 complete. Error: 12.661145851016045 Total: 6.6910; Orientation: 0.0389; Line Search: 4.4411
Final threshold in iteration 21: 12.661145851016045 (> -Infinity) after 184.122s (< 5400.000s)
