Reset training subject: 3203416132300
Reset training subject: 3207779678100
Adding measurement 7b57fef to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.44163952767849;dx=-3.977175079855142E-6
New Minimum: 4.44163952767849 > 4.441630110144615
WOLFE (weak): th(2.154434690031884)=4.441630110144615; dx=-3.973861976342056E-6 evalInputDelta=9.417533874511719E-6
New Minimum: 4.441630110144615 > 4.441620647907257
WOLFE (weak): th(4.308869380063768)=4.441620647907257; dx=-3.975047647250998E-6 evalInputDelta=1.887977123260498E-5
New Minimum: 4.441620647907257 > 4.441582635045052
WOLFE (weak): th(12.926608140191302)=4.441582635045052; dx=-3.971960008789843E-6 evalInputDelta=5.689263343811035E-5
New Minimum: 4.441582635045052 > 4.441411837935448
WOLFE (weak): th(51.70643256076521)=4.441411837935448; dx=-3.972196570275431E-6 evalInputDelta=2.276897430419922E-4
New Minimum: 4.441411837935448 > 4.4405002146959305
WOLFE (weak): th(258.53216280382605)=4.4405002146959305; dx=-3.973198149039946E-6 evalInputDelta=0.001139312982559204
New Minimum: 4.4405002146959305 > 4.434806555509567
WOLFE (weak): th(1551.1929768229563)=4.434806555509567; dx=-3.96956286603099E-6 evalInputDelta=0.006832972168922424
New Minimum: 4.434806555509567 > 4.3939208984375
WOLFE (weak): th(10858.350837760694)=4.3939208984375; dx=-3.9451109124434255E-6 evalInputDelta=0.047718629240989685
New Minimum: 4.3939208984375 > 4.071520745754242
WOLFE (weak): th(86866.80670208555)=4.071520745754242; dx=-3.682030603141307E-6 evalInputDelta=0.37011878192424774
New Minimum: 4.071520745754242 > 2.4087714105844498
END: th(781801.26031877)=2.4087714105844498; dx=-1.0856245402898897E-6 evalInputDelta=2.03286811709404
Fitness changed from 4.44163952767849 to 2.4087714105844498
Iteration 1 complete. Error: 2.4087714105844498 Total: 56.9976; Orientation: 0.0199; Line Search: 43.6698
Adding measurement cd5991c to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.4087714105844498;dx=-1.7620194471851777E-6
New Minimum: 2.4087714105844498 > 0.5404056012630463
END: th(1684339.7559414052)=0.5404056012630463; dx=-5.520210284286885E-7 evalInputDelta=1.8683658093214035
Fitness changed from 2.4087714105844498 to 0.5404056012630463
Iteration 2 complete. Error: 0.5404056012630463 Total: 13.0125; Orientation: 0.0037; Line Search: 8.7838
Adding measurement 19f16191 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.5404056012630463;dx=-9.857501389766473E-7
New Minimum: 0.5404056012630463 > 0.12425805628299713
WOLF (strong): th(3628800.0)=0.12425805628299713; dx=1.749054679347875E-7 evalInputDelta=0.41614754498004913
New Minimum: 0.12425805628299713 > -0.1254321038722992
WOLF (strong): th(1814400.0)=-0.1254321038722992; dx=5.9542267424037194E-8 evalInputDelta=0.6658377051353455
END: th(604800.0)=0.06422676146030426; dx=-4.680141783583598E-7 evalInputDelta=0.476178839802742
Fitness changed from 0.5404056012630463 to -0.1254321038722992
Iteration 3 complete. Error: -0.1254321038722992 Total: 22.0113; Orientation: 0.0035; Line Search: 17.5976
Adding measurement 325b6b2b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.922e+03, gradient 1.488e-03, dot -0.425; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1254321038722992, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 325b6b2b to history. Total: 3
th(0)=-0.1254321038722992;dx=-2.2119230390133113E-6
New Minimum: -0.1254321038722992 > -0.16412314027547836
WOLF (strong): th(1303002.1005312833)=-0.16412314027547836; dx=7.314288838788576E-7 evalInputDelta=0.03869103640317917
New Minimum: -0.16412314027547836 > -0.602113738656044
WOLF (strong): th(651501.0502656417)=-0.602113738656044; dx=3.0716102178307143E-7 evalInputDelta=0.4766816347837448
END: th(217167.01675521387)=-0.4947672560811043; dx=-9.843389078110714E-7 evalInputDelta=0.3693351522088051
Fitness changed from -0.1254321038722992 to -0.602113738656044
Iteration 4 complete. Error: -0.602113738656044 Total: 21.9324; Orientation: 0.1097; Line Search: 17.5304
Adding measurement 226b0639 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.992e+03, gradient 7.993e-04, dot -0.567; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.602113738656044, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 226b0639 to history. Total: 3
th(0)=-0.602113738656044;dx=-6.380978820890879E-7
New Minimum: -0.602113738656044 > -0.8160091266036034
END: th(467872.15442816814)=-0.8160091266036034; dx=-1.9820591861321473E-7 evalInputDelta=0.21389538794755936
Fitness changed from -0.602113738656044 to -0.8160091266036034
Iteration 5 complete. Error: -0.8160091266036034 Total: 13.2063; Orientation: 0.0624; Line Search: 8.7459
Adding measurement 180cf854 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.882e+03, gradient 5.341e-04, dot -0.702; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8160091266036034, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 180cf854 to history. Total: 3
th(0)=-0.8160091266036034;dx=-2.847142800096087E-7
New Minimum: -0.8160091266036034 > -1.011908933520317
END: th(1008000.0000000001)=-1.011908933520317; dx=-9.166827655405638E-8 evalInputDelta=0.19589980691671371
Fitness changed from -0.8160091266036034 to -1.011908933520317
Iteration 6 complete. Error: -1.011908933520317 Total: 13.1716; Orientation: 0.0626; Line Search: 8.6360
Adding measurement 61f43a0e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.051e+03, gradient 6.087e-04, dot -0.622; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.011908933520317, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 61f43a0e to history. Total: 3
th(0)=-1.011908933520317;dx=-3.700822242342785E-7
Armijo: th(2171670.167552139)=-0.4533414766192436; dx=6.553537666302314E-7 evalInputDelta=-0.5585674569010735
New Minimum: -1.011908933520317 > -1.0512846410274506
WOLF (strong): th(1085835.0837760696)=-1.0512846410274506; dx=2.854622966819729E-7 evalInputDelta=0.039375707507133484
New Minimum: -1.0512846410274506 > -1.1130079627037048
END: th(361945.0279253565)=-1.1130079627037048; dx=-1.4319865232432663E-7 evalInputDelta=0.10109902918338776
Fitness changed from -1.011908933520317 to -1.1130079627037048
Iteration 7 complete. Error: -1.1130079627037048 Total: 21.9878; Orientation: 0.0629; Line Search: 17.5385
Adding measurement 1f4edff3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.708e+03, gradient 3.979e-04, dot -0.793; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1130079627037048, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 1f4edff3 to history. Total: 3
th(0)=-1.1130079627037048;dx=-1.5816540356536097E-7
New Minimum: -1.1130079627037048 > -1.2364193946123123
END: th(779786.924046947)=-1.2364193946123123; dx=-1.351959802524328E-7 evalInputDelta=0.12341143190860748
Fitness changed from -1.1130079627037048 to -1.2364193946123123
Iteration 8 complete. Error: -1.2364193946123123 Total: 13.9759; Orientation: 0.0583; Line Search: 8.7048
Adding measurement 6c57e6f8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.643e+03, gradient 3.713e-04, dot -0.796; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2364193946123123, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 6c57e6f8 to history. Total: 3
th(0)=-1.2364193946123123;dx=-1.37720511856985E-7
New Minimum: -1.2364193946123123 > -1.4409401640295982
END: th(1680000.0000000005)=-1.4409401640295982; dx=-8.893366489352995E-8 evalInputDelta=0.20452076941728592
Fitness changed from -1.2364193946123123 to -1.4409401640295982
Iteration 9 complete. Error: -1.4409401640295982 Total: 13.1945; Orientation: 0.0600; Line Search: 8.5989
Adding measurement 3cab8063 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.497e+03, gradient 4.414e-04, dot -0.634; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4409401640295982, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 3cab8063 to history. Total: 3
th(0)=-1.4409401640295982;dx=-1.9465595621085264E-7
Armijo: th(3619450.2792535657)=-0.9687478095293045; dx=2.2954444311254246E-7 evalInputDelta=-0.47219235450029373
Armijo: th(1809725.1396267829)=-1.3890945240855217; dx=1.6753369562002028E-7 evalInputDelta=-0.05184563994407654
New Minimum: -1.4409401640295982 > -1.507128894329071
END: th(603241.7132089277)=-1.507128894329071; dx=-2.012477797451833E-8 evalInputDelta=0.06618873029947281
Fitness changed from -1.4409401640295982 to -1.507128894329071
Iteration 10 complete. Error: -1.507128894329071 Total: 21.7179; Orientation: 0.0600; Line Search: 17.3238
Adding measurement 4311207a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.594e+03, gradient 4.042e-04, dot -0.669; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.507128894329071, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 4311207a to history. Total: 3
th(0)=-1.507128894329071;dx=-1.6318752098427772E-7
New Minimum: -1.507128894329071 > -1.5417653322219849
WOLF (strong): th(1299644.8734115786)=-1.5417653322219849; dx=1.1438119886215026E-7 evalInputDelta=0.03463643789291382
New Minimum: -1.5417653322219849 > -1.5737954080104828
END: th(649822.4367057893)=-1.5737954080104828; dx=-2.507964379519209E-8 evalInputDelta=0.06666651368141174
Fitness changed from -1.507128894329071 to -1.5737954080104828
Iteration 11 complete. Error: -1.5737954080104828 Total: 17.5381; Orientation: 0.0595; Line Search: 13.1532
Adding measurement 445714ca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.399e+03, gradient 3.861e-04, dot -0.654; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5737954080104828, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 445714ca to history. Total: 3
th(0)=-1.5737954080104828;dx=-1.4843970086308252E-7
New Minimum: -1.5737954080104828 > -1.611209861934185
WOLF (strong): th(1400000.0000000007)=-1.611209861934185; dx=7.07172643727984E-8 evalInputDelta=0.03741445392370224
New Minimum: -1.611209861934185 > -1.6343714892864227
END: th(700000.0000000003)=-1.6343714892864227; dx=-1.832535517464374E-8 evalInputDelta=0.06057608127593994
Fitness changed from -1.5737954080104828 to -1.6343714892864227
Iteration 12 complete. Error: -1.6343714892864227 Total: 17.5901; Orientation: 0.0593; Line Search: 13.0346
Adding measurement 71027636 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.562e+03, gradient 3.874e-04, dot -0.654; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6343714892864227, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 71027636 to history. Total: 3
th(0)=-1.6343714892864227;dx=-1.499590508994664E-7
Armijo: th(1508104.2830223194)=-1.622782327234745; dx=1.6790857053430057E-7 evalInputDelta=-0.011589162051677704
New Minimum: -1.6343714892864227 > -1.6940087601542473
WOLF (strong): th(754052.1415111597)=-1.6940087601542473; dx=6.0497194899752455E-9 evalInputDelta=0.059637270867824554
END: th(251350.71383705325)=-1.6683235466480255; dx=-9.887658791401491E-8 evalInputDelta=0.03395205736160278
Fitness changed from -1.6343714892864227 to -1.6940087601542473
Iteration 13 complete. Error: -1.6940087601542473 Total: 22.0917; Orientation: 0.0604; Line Search: 17.7326
Adding measurement 6f8f8f65 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.389e+03, gradient 4.190e-04, dot -0.588; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6940087601542473, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 6f8f8f65 to history. Total: 3
th(0)=-1.6940087601542473;dx=-1.7544199749097935E-7
New Minimum: -1.6940087601542473 > -1.7465524151921272
END: th(541518.6972548246)=-1.7465524151921272; dx=-1.2881767144082161E-8 evalInputDelta=0.052543655037879944
Fitness changed from -1.6940087601542473 to -1.7465524151921272
Iteration 14 complete. Error: -1.7465524151921272 Total: 13.9418; Orientation: 0.0592; Line Search: 9.5777
Adding measurement 6fb31fe2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.458e+03, gradient 3.240e-04, dot -0.702; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7465524151921272, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 6fb31fe2 to history. Total: 3
th(0)=-1.7465524151921272;dx=-1.0490528274827228E-7
New Minimum: -1.7465524151921272 > -1.8030075170099735
WOLF (strong): th(1166666.6666666674)=-1.8030075170099735; dx=1.7912285377524974E-8 evalInputDelta=0.0564551018178463
END: th(583333.3333333337)=-1.7942060120403767; dx=-4.522432732009788E-8 evalInputDelta=0.047653596848249435
Fitness changed from -1.7465524151921272 to -1.8030075170099735
Iteration 15 complete. Error: -1.8030075170099735 Total: 17.7426; Orientation: 0.0616; Line Search: 13.1625
Adding measurement 1f7e5d0b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.385e+03, gradient 5.195e-04, dot -0.493; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8030075170099735, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 1f7e5d0b to history. Total: 3
th(0)=-1.8030075170099735;dx=-2.693932226736746E-7
Armijo: th(1256753.5691852665)=-1.7177819088101387; dx=2.8822178577560243E-7 evalInputDelta=-0.08522560819983482
New Minimum: -1.8030075170099735 > -1.8540610782802105
WOLF (strong): th(628376.7845926333)=-1.8540610782802105; dx=8.752330896638884E-8 evalInputDelta=0.05105356127023697
END: th(209458.92819754442)=-1.8477464281022549; dx=-1.2912531077012116E-7 evalInputDelta=0.04473891109228134
Fitness changed from -1.8030075170099735 to -1.8540610782802105
Iteration 16 complete. Error: -1.8540610782802105 Total: 22.0631; Orientation: 0.0618; Line Search: 17.6161
Adding measurement 67f4a3bc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.584e+03, gradient 4.166e-04, dot -0.566; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8540610782802105, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 67f4a3bc to history. Total: 3
th(0)=-1.8540610782802105;dx=-1.7333629432308374E-7
New Minimum: -1.8540610782802105 > -1.9075341075658798
END: th(451265.5810456872)=-1.9075341075658798; dx=-4.2785955134646983E-8 evalInputDelta=0.05347302928566933
Fitness changed from -1.8540610782802105 to -1.9075341075658798
Iteration 17 complete. Error: -1.9075341075658798 Total: 13.1723; Orientation: 0.0593; Line Search: 8.9353
Adding measurement 7c65a725 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.279e+03, gradient 2.439e-04, dot -0.791; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9075341075658798, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 7c65a725 to history. Total: 3
th(0)=-1.9075341075658798;dx=-5.941213398462309E-8
New Minimum: -1.9075341075658798 > -1.9651465862989426
END: th(972222.2222222231)=-1.9651465862989426; dx=-5.0505615812313406E-8 evalInputDelta=0.057612478733062744
Fitness changed from -1.9075341075658798 to -1.9651465862989426
Iteration 18 complete. Error: -1.9651465862989426 Total: 13.5485; Orientation: 0.0614; Line Search: 8.9903
Adding measurement 68f144aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.325e+03, gradient 2.397e-04, dot -0.788; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9651465862989426, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 68f144aa to history. Total: 3
th(0)=-1.9651465862989426;dx=-5.7371220153050226E-8
New Minimum: -1.9651465862989426 > -2.0566531121730804
END: th(2094589.2819754444)=-2.0566531121730804; dx=-2.3898156016771878E-8 evalInputDelta=0.09150652587413788
Fitness changed from -1.9651465862989426 to -2.0566531121730804
Iteration 19 complete. Error: -2.0566531121730804 Total: 13.0212; Orientation: 0.0589; Line Search: 8.6621
Adding measurement 39ec38d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.177e+03, gradient 3.996e-04, dot -0.499; [496e6cdc-a3c5-49ac-86c0-a43d68538a69 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.0566531121730804, 0.5404056012630463, 2.4087714105844498, 4.44163952767849
LBFGS Accumulation History: 3 points
Removed measurement 39ec38d5 to history. Total: 3
th(0)=-2.0566531121730804;dx=-1.594530326465611E-7
Armijo: th(4512655.810456873)=-1.0093515887856483; dx=3.137573245780037E-7 evalInputDelta=-1.047301523387432
Armijo: th(2256327.9052284365)=-1.7755476422607899; dx=2.753577321473144E-7 evalInputDelta=-0.2811054699122906
New Minimum: -2.0566531121730804 > -2.0878209806978703
WOLF (strong): th(752109.3017428122)=-2.0878209806978703; dx=6.400405238320284E-8 evalInputDelta=0.03116786852478981
END: th(188027.32543570304)=-2.082221858203411; dx=-9.354485767999915E-8 evalInputDelta=0.025568746030330658
Fitness changed from -2.0566531121730804 to -2.0878209806978703
Iteration 20 complete. Error: -2.0878209806978703 Total: 26.7289; Orientation: 0.0593; Line Search: 22.2039
Final threshold in iteration 21: -2.0878209806978703 (> -Infinity) after 388.645s (< 5400.000s)
