Reset training subject: 382014890382400
Reset training subject: 382038306733900
Adding measurement 2c9da6db to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.619889572262764;dx=-3.8021134892212227E-6
New Minimum: 2.619889572262764 > 2.619883842766285
WOLFE (weak): th(2.154434690031884)=2.619883842766285; dx=-3.781022304260542E-6 evalInputDelta=5.729496479034424E-6
New Minimum: 2.619883842766285 > 2.6198783218860626
WOLFE (weak): th(4.308869380063768)=2.6198783218860626; dx=-3.7803626501706565E-6 evalInputDelta=1.125037670135498E-5
New Minimum: 2.6198783218860626 > 2.619855772703886
WOLFE (weak): th(12.926608140191302)=2.619855772703886; dx=-3.780928023147473E-6 evalInputDelta=3.3799558877944946E-5
New Minimum: 2.619855772703886 > 2.6197546795010567
WOLFE (weak): th(51.70643256076521)=2.6197546795010567; dx=-3.7806184351267626E-6 evalInputDelta=1.348927617073059E-4
New Minimum: 2.6197546795010567 > 2.6192154958844185
WOLFE (weak): th(258.53216280382605)=2.6192154958844185; dx=-3.7799310588303665E-6 evalInputDelta=6.740763783454895E-4
New Minimum: 2.6192154958844185 > 2.6158458068966866
WOLFE (weak): th(1551.1929768229563)=2.6158458068966866; dx=-3.776520314702374E-6 evalInputDelta=0.004043765366077423
New Minimum: 2.6158458068966866 > 2.5916725248098373
WOLFE (weak): th(10858.350837760694)=2.5916725248098373; dx=-3.7522004637650685E-6 evalInputDelta=0.028217047452926636
New Minimum: 2.5916725248098373 > 2.399711035192013
WOLFE (weak): th(86866.80670208555)=2.399711035192013; dx=-3.5644965266074317E-6 evalInputDelta=0.2201785370707512
New Minimum: 2.399711035192013 > 1.0520953312516212
END: th(781801.26031877)=1.0520953312516212; dx=-2.1833637447975424E-6 evalInputDelta=1.5677942410111427
Fitness changed from 2.619889572262764 to 1.0520953312516212
Iteration 1 complete. Error: 1.0520953312516212 Total: 304.7015; Orientation: 0.0057; Line Search: 234.6098
Adding measurement 7057cb5 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.0520953312516212;dx=-1.5992366893912279E-6
New Minimum: 1.0520953312516212 > -0.29048334062099457
END: th(1684339.7559414052)=-0.29048334062099457; dx=-8.61963074937618E-7 evalInputDelta=1.3425786718726158
Fitness changed from 1.0520953312516212 to -0.29048334062099457
Iteration 2 complete. Error: -0.29048334062099457 Total: 70.6356; Orientation: 0.0055; Line Search: 46.9944
Adding measurement 103dd4b1 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.29048334062099457;dx=-7.263067461733257E-7
New Minimum: -0.29048334062099457 > -1.3733072988688946
END: th(3628800.0)=-1.3733072988688946; dx=-2.890624985688283E-7 evalInputDelta=1.0828239582479
Fitness changed from -0.29048334062099457 to -1.3733072988688946
Iteration 3 complete. Error: -1.3733072988688946 Total: 72.1382; Orientation: 0.0054; Line Search: 47.7361
Adding measurement 7f53824d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.674e+03, gradient 5.586e-04, dot -0.807; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3733072988688946, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 7f53824d to history. Total: 3
th(0)=-1.3733072988688946;dx=-3.117671779085188E-7
New Minimum: -1.3733072988688946 > -2.063440203666687
END: th(7818012.6031877)=-2.063440203666687; dx=-8.051894033190649E-8 evalInputDelta=0.6901329047977924
Fitness changed from -1.3733072988688946 to -2.063440203666687
Iteration 4 complete. Error: -2.063440203666687 Total: 69.9264; Orientation: 0.0981; Line Search: 46.6647
Adding measurement 6c342c9d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.951e+03, gradient 3.896e-04, dot -0.659; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.063440203666687, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 6c342c9d to history. Total: 3
th(0)=-2.063440203666687;dx=-1.5138897540976756E-7
New Minimum: -2.063440203666687 > -2.234063094481826
WOLF (strong): th(1.684339755941405E7)=-2.234063094481826; dx=3.648231210615875E-8 evalInputDelta=0.17062289081513882
New Minimum: -2.234063094481826 > -2.4037876687943935
END: th(8421698.779707026)=-2.4037876687943935; dx=-2.179777010787084E-8 evalInputDelta=0.3403474651277065
Fitness changed from -2.063440203666687 to -2.4037876687943935
Iteration 5 complete. Error: -2.4037876687943935 Total: 93.7172; Orientation: 0.0968; Line Search: 70.2114
Adding measurement 478614a8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.499e+03, gradient 4.648e-04, dot -0.562; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4037876687943935, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 478614a8 to history. Total: 3
th(0)=-2.4037876687943935;dx=-2.1583185314426172E-7
Armijo: th(1.8144E7)=-1.413615569472313; dx=1.0314562845109222E-7 evalInputDelta=-0.9901720993220806
Armijo: th(9072000.0)=-2.2167496271431446; dx=1.176230112604526E-7 evalInputDelta=-0.18703804165124893
New Minimum: -2.4037876687943935 > -2.562635274603963
END: th(3024000.0)=-2.562635274603963; dx=-6.266004373105405E-9 evalInputDelta=0.15884760580956936
Fitness changed from -2.4037876687943935 to -2.562635274603963
Iteration 6 complete. Error: -2.562635274603963 Total: 118.7262; Orientation: 0.0972; Line Search: 95.5401
Adding measurement 326d9868 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.469e+03, gradient 3.078e-04, dot -0.636; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.562635274603963, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 326d9868 to history. Total: 3
th(0)=-2.562635274603963;dx=-9.46761517740534E-8
New Minimum: -2.562635274603963 > -2.635510040447116
WOLF (strong): th(6515010.502656417)=-2.635510040447116; dx=4.010319929671418E-8 evalInputDelta=0.072874765843153
New Minimum: -2.635510040447116 > -2.6737107187509537
END: th(3257505.2513282085)=-2.6737107187509537; dx=-2.672265486994871E-8 evalInputDelta=0.11107544414699078
Fitness changed from -2.562635274603963 to -2.6737107187509537
Iteration 7 complete. Error: -2.6737107187509537 Total: 93.3935; Orientation: 0.1004; Line Search: 69.9439
Adding measurement 6227ccf8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.110e+03, gradient 2.660e-04, dot -0.615; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6737107187509537, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 6227ccf8 to history. Total: 3
th(0)=-2.6737107187509537;dx=-7.046599883038831E-8
New Minimum: -2.6737107187509537 > -2.783955216407776
END: th(7018082.316422523)=-2.783955216407776; dx=-6.407869410334639E-9 evalInputDelta=0.1102444976568222
Fitness changed from -2.6737107187509537 to -2.783955216407776
Iteration 8 complete. Error: -2.783955216407776 Total: 70.3030; Orientation: 0.0968; Line Search: 46.5263
Adding measurement 1b0a364b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.942e+03, gradient 3.321e-04, dot -0.553; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.783955216407776, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 1b0a364b to history. Total: 3
th(0)=-2.783955216407776;dx=-1.1025785854576246E-7
Armijo: th(1.5120000000000004E7)=-1.4214037396013737; dx=3.0819470050941357E-7 evalInputDelta=-1.3625514768064022
Armijo: th(7560000.000000002)=-2.6151123084127903; dx=1.5864127121461232E-7 evalInputDelta=-0.16884290799498558
New Minimum: -2.783955216407776 > -2.8810314014554024
END: th(2520000.0000000005)=-2.8810314014554024; dx=-2.008987535939245E-8 evalInputDelta=0.0970761850476265
Fitness changed from -2.783955216407776 to -2.8810314014554024
Iteration 9 complete. Error: -2.8810314014554024 Total: 120.2433; Orientation: 0.0983; Line Search: 96.5842
Adding measurement 60169d39 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.419e+03, gradient 2.012e-04, dot -0.670; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8810314014554024, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 60169d39 to history. Total: 3
th(0)=-2.8810314014554024;dx=-4.0435946604918944E-8
New Minimum: -2.8810314014554024 > -2.966649528592825
END: th(5429175.418880348)=-2.966649528592825; dx=-2.6455923895929136E-8 evalInputDelta=0.08561812713742256
Fitness changed from -2.8810314014554024 to -2.966649528592825
Iteration 10 complete. Error: -2.966649528592825 Total: 72.1324; Orientation: 0.0964; Line Search: 46.6912
Adding measurement 1479aeba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.771e+03, gradient 1.896e-04, dot -0.703; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.966649528592825, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 1479aeba to history. Total: 3
th(0)=-2.966649528592825;dx=-3.5924478459574836E-8
New Minimum: -2.966649528592825 > -3.0152060836553574
WOLF (strong): th(1.1696803860704206E7)=-3.0152060836553574; dx=5.884137875887124E-9 evalInputDelta=0.048556555062532425
New Minimum: -3.0152060836553574 > -3.03279197961092
END: th(5848401.930352103)=-3.03279197961092; dx=-1.418901403464814E-8 evalInputDelta=0.06614245101809502
Fitness changed from -2.966649528592825 to -3.03279197961092
Iteration 11 complete. Error: -3.03279197961092 Total: 94.4546; Orientation: 0.0964; Line Search: 70.0075
Adding measurement 599d5f31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.271e+03, gradient 2.394e-04, dot -0.508; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.03279197961092, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 599d5f31 to history. Total: 3
th(0)=-3.03279197961092;dx=-5.730681123080459E-8
Armijo: th(1.2600000000000004E7)=-2.8674510959535837; dx=5.507673439457135E-8 evalInputDelta=-0.16534088365733624
New Minimum: -3.03279197961092 > -3.0574709996581078
WOLF (strong): th(6300000.000000002)=-3.0574709996581078; dx=2.2736799772699168E-8 evalInputDelta=0.024679020047187805
New Minimum: -3.0574709996581078 > -3.075170625001192
END: th(2100000.0000000005)=-3.075170625001192; dx=-2.3871832837525138E-8 evalInputDelta=0.04237864539027214
Fitness changed from -3.03279197961092 to -3.075170625001192
Iteration 12 complete. Error: -3.075170625001192 Total: 117.9224; Orientation: 0.0964; Line Search: 94.5568
Adding measurement 4bd7ee07 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.702e+03, gradient 1.599e-04, dot -0.717; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.075170625001192, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 4bd7ee07 to history. Total: 3
th(0)=-3.075170625001192;dx=-2.556017448208973E-8
New Minimum: -3.075170625001192 > -3.1263155043125153
END: th(4524312.849066957)=-3.1263155043125153; dx=-2.219286673667738E-8 evalInputDelta=0.051144879311323166
Fitness changed from -3.075170625001192 to -3.1263155043125153
Iteration 13 complete. Error: -3.1263155043125153 Total: 70.5159; Orientation: 0.0962; Line Search: 46.8483
Adding measurement 30620b19 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.641e+03, gradient 1.556e-04, dot -0.687; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1263155043125153, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 30620b19 to history. Total: 3
th(0)=-3.1263155043125153;dx=-2.4185473007731627E-8
New Minimum: -3.1263155043125153 > -3.2131761200726032
END: th(9747336.550586838)=-3.2131761200726032; dx=-1.564504718401437E-8 evalInputDelta=0.08686061576008797
Fitness changed from -3.1263155043125153 to -3.2131761200726032
Iteration 14 complete. Error: -3.2131761200726032 Total: 70.4976; Orientation: 0.0972; Line Search: 47.0100
Adding measurement 50a0aa16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.864e+03, gradient 1.635e-04, dot -0.627; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2131761200726032, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 50a0aa16 to history. Total: 3
th(0)=-3.2131761200726032;dx=-2.6711426347638035E-8
Armijo: th(2.1000000000000007E7)=-2.949568349868059; dx=4.6415411543035844E-8 evalInputDelta=-0.26360777020454407
Armijo: th(1.0500000000000004E7)=-3.2100892048329115; dx=1.5007988774643305E-8 evalInputDelta=-0.0030869152396917343
New Minimum: -3.2131761200726032 > -3.245026096701622
END: th(3500000.0000000014)=-3.245026096701622; dx=-1.1927710858229683E-8 evalInputDelta=0.031849976629018784
Fitness changed from -3.2131761200726032 to -3.245026096701622
Iteration 15 complete. Error: -3.245026096701622 Total: 118.1543; Orientation: 0.0961; Line Search: 94.8968
Adding measurement 8c765c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.499e+03, gradient 1.538e-04, dot -0.586; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.245026096701622, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 8c765c6 to history. Total: 3
th(0)=-3.245026096701622;dx=-2.363835127590613E-8
New Minimum: -3.245026096701622 > -3.2851211950182915
END: th(7540521.415111597)=-3.2851211950182915; dx=-3.727687855813002E-9 evalInputDelta=0.040095098316669464
Fitness changed from -3.245026096701622 to -3.2851211950182915
Iteration 16 complete. Error: -3.2851211950182915 Total: 70.6644; Orientation: 0.0961; Line Search: 46.9967
Adding measurement dd13f82 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.169e+03, gradient 2.077e-04, dot -0.507; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2851211950182915, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement dd13f82 to history. Total: 3
th(0)=-3.2851211950182915;dx=-4.3103763441625536E-8
Armijo: th(1.6245560917644735E7)=-2.5648243743926287; dx=1.578312987377956E-7 evalInputDelta=-0.7202968206256628
Armijo: th(8122780.458822368)=-3.193628206849098; dx=6.802642790145163E-8 evalInputDelta=-0.09149298816919327
New Minimum: -3.2851211950182915 > -3.320752866566181
END: th(2707593.4862741227)=-3.320752866566181; dx=-6.35219899899645E-9 evalInputDelta=0.03563167154788971
Fitness changed from -3.2851211950182915 to -3.320752866566181
Iteration 17 complete. Error: -3.320752866566181 Total: 117.1394; Orientation: 0.0970; Line Search: 93.7555
Adding measurement 3b367629 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.570e+03, gradient 1.363e-04, dot -0.602; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.320752866566181, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 3b367629 to history. Total: 3
th(0)=-3.320752866566181;dx=-1.8562568871710164E-8
New Minimum: -3.320752866566181 > -3.355286128818989
END: th(5833333.333333338)=-3.355286128818989; dx=-9.212059230706338E-9 evalInputDelta=0.03453326225280762
Fitness changed from -3.320752866566181 to -3.355286128818989
Iteration 18 complete. Error: -3.355286128818989 Total: 69.6847; Orientation: 0.0998; Line Search: 46.3964
Adding measurement 2a54fd17 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.976e+03, gradient 1.439e-04, dot -0.606; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.355286128818989, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 2a54fd17 to history. Total: 3
th(0)=-3.355286128818989;dx=-2.0678516311656807E-8
Armijo: th(1.2567535691852665E7)=-3.2957832664251328; dx=2.517297652473379E-8 evalInputDelta=-0.05950286239385605
New Minimum: -3.355286128818989 > -3.373382518067956
WOLF (strong): th(6283767.845926332)=-3.373382518067956; dx=2.8614148980996413E-9 evalInputDelta=0.01809638924896717
END: th(2094589.2819754442)=-3.3722080886363983; dx=-1.2768648945793078E-8 evalInputDelta=0.016921959817409515
Fitness changed from -3.355286128818989 to -3.373382518067956
Iteration 19 complete. Error: -3.373382518067956 Total: 122.4332; Orientation: 0.0981; Line Search: 98.8224
Adding measurement 18e53896 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.161e+03, gradient 2.266e-04, dot -0.377; [3edf85d9-04d8-45f2-bd27-49203b852db5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.373382518067956, -0.29048334062099457, 1.0520953312516212, 2.619889572262764
LBFGS Accumulation History: 3 points
Removed measurement 18e53896 to history. Total: 3
th(0)=-3.373382518067956;dx=-5.133211567540646E-8
New Minimum: -3.373382518067956 > -3.3892537094652653
WOLF (strong): th(4512655.810456872)=-3.3892537094652653; dx=2.5042207039677793E-8 evalInputDelta=0.015871191397309303
New Minimum: -3.3892537094652653 > -3.4073149245232344
END: th(2256327.905228436)=-3.4073149245232344; dx=-8.01627552216856E-9 evalInputDelta=0.0339324064552784
Fitness changed from -3.373382518067956 to -3.4073149245232344
Iteration 20 complete. Error: -3.4073149245232344 Total: 94.8502; Orientation: 0.0976; Line Search: 71.2892
Final threshold in iteration 21: -3.4073149245232344 (> -Infinity) after 2032.234s (< 5400.000s)
