Reset training subject: 1726039459133
Reset training subject: 1730806085813
Adding measurement 32dbcc61 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.15772307664156;dx=-5.486121653208473E-7
New Minimum: 4.15772307664156 > 4.157717451453209
WOLFE (weak): th(2.154434690031884)=4.157717451453209; dx=-5.463767266325952E-7 evalInputDelta=5.62518835067749E-6
New Minimum: 4.157717451453209 > 4.157712057232857
WOLFE (weak): th(4.308869380063768)=4.157712057232857; dx=-5.343949037970756E-7 evalInputDelta=1.1019408702850342E-5
New Minimum: 4.157712057232857 > 4.157689534127712
WOLFE (weak): th(12.926608140191302)=4.157689534127712; dx=-6.045126133929098E-7 evalInputDelta=3.3542513847351074E-5
New Minimum: 4.157689534127712 > 4.157588794827461
WOLFE (weak): th(51.70643256076521)=4.157588794827461; dx=-5.559634455508622E-7 evalInputDelta=1.3428181409835815E-4
New Minimum: 4.157588794827461 > 4.157051555812359
WOLFE (weak): th(258.53216280382605)=4.157051555812359; dx=-5.504420230735365E-7 evalInputDelta=6.715208292007446E-4
New Minimum: 4.157051555812359 > 4.1536926329135895
WOLFE (weak): th(1551.1929768229563)=4.1536926329135895; dx=-5.826960709682902E-7 evalInputDelta=0.004030443727970123
New Minimum: 4.1536926329135895 > 4.129491500556469
WOLFE (weak): th(10858.350837760694)=4.129491500556469; dx=-5.928697139112427E-7 evalInputDelta=0.028231576085090637
New Minimum: 4.129491500556469 > 3.9301980286836624
WOLFE (weak): th(86866.80670208555)=3.9301980286836624; dx=-5.43909326558766E-7 evalInputDelta=0.2275250479578972
New Minimum: 3.9301980286836624 > 2.1267277598381042
END: th(781801.26031877)=2.1267277598381042; dx=-4.877127066197508E-7 evalInputDelta=2.0309953168034554
Fitness changed from 4.15772307664156 to 2.1267277598381042
Iteration 1 complete. Error: 2.1267277598381042 Total: 62.3041; Orientation: 0.0043; Line Search: 47.8443
Adding measurement 77b958cf to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.1267277598381042;dx=-5.543849404123877E-7
New Minimum: 2.1267277598381042 > 0.510635644197464
WOLF (strong): th(1684339.7559414052)=0.510635644197464; dx=2.230366578715218E-7 evalInputDelta=1.6160921156406403
END: th(842169.8779707026)=0.6180125623941422; dx=-2.2946431306307316E-7 evalInputDelta=1.508715197443962
Fitness changed from 2.1267277598381042 to 0.510635644197464
Iteration 2 complete. Error: 0.510635644197464 Total: 18.9582; Orientation: 0.0040; Line Search: 14.1784
Adding measurement 4b7f0df5 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.510635644197464;dx=-1.017962546397117E-6
New Minimum: 0.510635644197464 > 0.4594190716743469
WOLF (strong): th(1814400.0)=0.4594190716743469; dx=1.0347735676238568E-7 evalInputDelta=0.051216572523117065
New Minimum: 0.4594190716743469 > -0.030458882451057434
WOLF (strong): th(907200.0)=-0.030458882451057434; dx=2.0225765785263616E-7 evalInputDelta=0.5410945266485214
New Minimum: -0.030458882451057434 > -0.10644347965717316
END: th(302400.0)=-0.10644347965717316; dx=-3.484867381371318E-7 evalInputDelta=0.6170791238546371
Fitness changed from 0.510635644197464 to -0.10644347965717316
Iteration 3 complete. Error: -0.10644347965717316 Total: 23.7573; Orientation: 0.0036; Line Search: 18.9938
Adding measurement 6d46635e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.933e+02, gradient 5.396e-04, dot -0.599; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.10644347965717316, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 6d46635e to history. Total: 3
th(0)=-0.10644347965717316;dx=-1.9616244502079398E-7
New Minimum: -0.10644347965717316 > -0.3583829179406166
END: th(651501.0502656417)=-0.3583829179406166; dx=-1.013975259476384E-7 evalInputDelta=0.25193943828344345
Fitness changed from -0.10644347965717316 to -0.3583829179406166
Iteration 4 complete. Error: -0.3583829179406166 Total: 15.0362; Orientation: 0.1269; Line Search: 9.4820
Adding measurement cf61c41 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.343e+03, gradient 4.151e-04, dot -0.552; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3583829179406166, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement cf61c41 to history. Total: 3
th(0)=-0.3583829179406166;dx=-9.769743689468539E-8
New Minimum: -0.3583829179406166 > -0.6907192692160606
END: th(1403616.4632845044)=-0.6907192692160606; dx=-7.13533854377827E-8 evalInputDelta=0.33233635127544403
Fitness changed from -0.3583829179406166 to -0.6907192692160606
Iteration 5 complete. Error: -0.6907192692160606 Total: 14.4245; Orientation: 0.1315; Line Search: 9.4905
Adding measurement 746b806d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.172e+03, gradient 3.719e-04, dot -0.528; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6907192692160606, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 746b806d to history. Total: 3
th(0)=-0.6907192692160606;dx=-8.222888556480948E-8
New Minimum: -0.6907192692160606 > -1.0688245818018913
END: th(3024000.0)=-1.0688245818018913; dx=-4.129405662840116E-8 evalInputDelta=0.3781053125858307
Fitness changed from -0.6907192692160606 to -1.0688245818018913
Iteration 6 complete. Error: -1.0688245818018913 Total: 14.3450; Orientation: 0.1000; Line Search: 9.4708
Adding measurement 7132eae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.180e+03, gradient 3.170e-04, dot -0.440; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0688245818018913, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 7132eae to history. Total: 3
th(0)=-1.0688245818018913;dx=-6.175040024277312E-8
Armijo: th(6515010.502656417)=0.4114690497517586; dx=7.256179540410034E-8 evalInputDelta=-1.48029363155365
Armijo: th(3257505.2513282085)=-0.941821500658989; dx=4.2673682690383276E-8 evalInputDelta=-0.12700308114290237
New Minimum: -1.0688245818018913 > -1.1798505336046219
END: th(1085835.0837760696)=-1.1798505336046219; dx=-3.5622324730208744E-8 evalInputDelta=0.11102595180273056
Fitness changed from -1.0688245818018913 to -1.1798505336046219
Iteration 7 complete. Error: -1.1798505336046219 Total: 23.9089; Orientation: 0.1416; Line Search: 19.0076
Adding measurement 64379c50 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.578e+02, gradient 3.053e-04, dot -0.505; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1798505336046219, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 64379c50 to history. Total: 3
th(0)=-1.1798505336046219;dx=-5.660015532526474E-8
New Minimum: -1.1798505336046219 > -1.2758830040693283
END: th(2339360.772140841)=-1.2758830040693283; dx=-9.843281636009038E-9 evalInputDelta=0.09603247046470642
Fitness changed from -1.1798505336046219 to -1.2758830040693283
Iteration 8 complete. Error: -1.2758830040693283 Total: 14.4157; Orientation: 0.1701; Line Search: 9.4702
Adding measurement 39232fab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.796e+03, gradient 3.240e-04, dot -0.455; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2758830040693283, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 39232fab to history. Total: 3
th(0)=-1.2758830040693283;dx=-6.766322774753423E-8
Armijo: th(5040000.000000001)=0.4292603135108948; dx=2.309453345697484E-7 evalInputDelta=-1.705143317580223
Armijo: th(2520000.0000000005)=-1.1572202444076538; dx=7.114478694898624E-8 evalInputDelta=-0.1186627596616745
New Minimum: -1.2758830040693283 > -1.3679798394441605
END: th(840000.0000000001)=-1.3679798394441605; dx=-2.4811755972263647E-8 evalInputDelta=0.09209683537483215
Fitness changed from -1.2758830040693283 to -1.3679798394441605
Iteration 9 complete. Error: -1.3679798394441605 Total: 23.9366; Orientation: 0.1901; Line Search: 18.9809
Adding measurement 402136a4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.212e+03, gradient 2.563e-04, dot -0.463; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3679798394441605, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 402136a4 to history. Total: 3
th(0)=-1.3679798394441605;dx=-2.8758188516263923E-8
New Minimum: -1.3679798394441605 > -1.447807252407074
END: th(1809725.1396267826)=-1.447807252407074; dx=-1.3211292143530205E-8 evalInputDelta=0.07982741296291351
Fitness changed from -1.3679798394441605 to -1.447807252407074
Iteration 10 complete. Error: -1.447807252407074 Total: 14.4279; Orientation: 0.1358; Line Search: 9.5245
Adding measurement 5fa84e47 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.671e+03, gradient 2.434e-04, dot -0.512; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.447807252407074, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 5fa84e47 to history. Total: 3
th(0)=-1.447807252407074;dx=-3.3581597824943575E-8
New Minimum: -1.447807252407074 > -1.56556086987257
END: th(3898934.620234735)=-1.56556086987257; dx=-1.7819569667609768E-8 evalInputDelta=0.11775361746549606
Fitness changed from -1.447807252407074 to -1.56556086987257
Iteration 11 complete. Error: -1.56556086987257 Total: 14.4722; Orientation: 0.1416; Line Search: 9.5734
Adding measurement 51e7f4cc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.177e+03, gradient 2.359e-04, dot -0.435; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.56556086987257, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 51e7f4cc to history. Total: 3
th(0)=-1.56556086987257;dx=-3.57123075093928E-8
Armijo: th(8400000.000000002)=-1.3550432622432709; dx=4.788785665875678E-9 evalInputDelta=-0.21051760762929916
New Minimum: -1.56556086987257 > -1.6025196313858032
END: th(4200000.000000001)=-1.6025196313858032; dx=-5.871799208061163E-9 evalInputDelta=0.036958761513233185
Fitness changed from -1.56556086987257 to -1.6025196313858032
Iteration 12 complete. Error: -1.6025196313858032 Total: 20.3101; Orientation: 0.1686; Line Search: 15.3952
Adding measurement 3819286a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.535e+03, gradient 3.339e-04, dot -0.405; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6025196313858032, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 3819286a to history. Total: 3
th(0)=-1.6025196313858032;dx=-8.346461171997184E-8
Armijo: th(9048625.698133914)=-1.0270994454622269; dx=2.957001644974594E-8 evalInputDelta=-0.5754201859235764
Armijo: th(4524312.849066957)=-1.5159941390156746; dx=1.0333236754079598E-8 evalInputDelta=-0.08652549237012863
New Minimum: -1.6025196313858032 > -1.678021028637886
END: th(1508104.283022319)=-1.678021028637886; dx=-1.4024538360829625E-8 evalInputDelta=0.07550139725208282
Fitness changed from -1.6025196313858032 to -1.678021028637886
Iteration 13 complete. Error: -1.678021028637886 Total: 23.7760; Orientation: 0.0827; Line Search: 18.9285
Adding measurement 5a742c39 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.366e+03, gradient 2.389e-04, dot -0.495; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.678021028637886, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 5a742c39 to history. Total: 3
th(0)=-1.678021028637886;dx=-3.5462604237878547E-8
Armijo: th(3249112.1835289462)=-1.5645192712545395; dx=2.5314427643621682E-8 evalInputDelta=-0.11350175738334656
New Minimum: -1.678021028637886 > -1.707880012691021
END: th(1624556.0917644731)=-1.707880012691021; dx=-1.0104416741342589E-8 evalInputDelta=0.029858984053134918
Fitness changed from -1.678021028637886 to -1.707880012691021
Iteration 14 complete. Error: -1.707880012691021 Total: 19.0523; Orientation: 0.0805; Line Search: 14.2058
Adding measurement 7a6ff623 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.451e+03, gradient 2.561e-04, dot -0.403; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.707880012691021, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 7a6ff623 to history. Total: 3
th(0)=-1.707880012691021;dx=-3.1014704935126956E-8
Armijo: th(3500000.0000000014)=-1.6232396960258484; dx=1.6238444826258685E-8 evalInputDelta=-0.08464031666517258
New Minimum: -1.707880012691021 > -1.7286519445478916
END: th(1750000.0000000007)=-1.7286519445478916; dx=-2.9764387368106355E-9 evalInputDelta=0.02077193185687065
Fitness changed from -1.707880012691021 to -1.7286519445478916
Iteration 15 complete. Error: -1.7286519445478916 Total: 19.0575; Orientation: 0.0926; Line Search: 14.2078
Adding measurement 3765a253 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.249e+03, gradient 2.388e-04, dot -0.453; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7286519445478916, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 3765a253 to history. Total: 3
th(0)=-1.7286519445478916;dx=-3.1472765894738956E-8
Armijo: th(3770260.7075557983)=-1.436016146093607; dx=6.62617636698799E-8 evalInputDelta=-0.29263579845428467
New Minimum: -1.7286519445478916 > -1.745032511651516
WOLF (strong): th(1885130.3537778992)=-1.745032511651516; dx=8.520998872067494E-9 evalInputDelta=0.016380567103624344
New Minimum: -1.745032511651516 > -1.762381799519062
END: th(628376.784592633)=-1.762381799519062; dx=-2.5925383731080114E-8 evalInputDelta=0.033729854971170425
Fitness changed from -1.7286519445478916 to -1.762381799519062
Iteration 16 complete. Error: -1.762381799519062 Total: 23.9123; Orientation: 0.1643; Line Search: 18.9593
Adding measurement bf930ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.309e+03, gradient 1.998e-04, dot -0.530; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.762381799519062, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement bf930ac to history. Total: 3
th(0)=-1.762381799519062;dx=-1.741812144299706E-8
New Minimum: -1.762381799519062 > -1.7822222337126732
WOLFE (weak): th(1353796.7431370611)=-1.7822222337126732; dx=-2.011557527331141E-8 evalInputDelta=0.019840434193611145
END: th(2707593.4862741223)=-1.7776094749569893; dx=-8.516947181211305E-9 evalInputDelta=0.015227675437927246
Fitness changed from -1.762381799519062 to -1.7822222337126732
Iteration 17 complete. Error: -1.7822222337126732 Total: 19.0380; Orientation: 0.0811; Line Search: 14.1940
Adding measurement 4d5dded3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.626e+03, gradient 2.102e-04, dot -0.415; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7822222337126732, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 4d5dded3 to history. Total: 3
th(0)=-1.7822222337126732;dx=-1.577107017918631E-8
New Minimum: -1.7822222337126732 > -1.798403300344944
END: th(5833333.333333336)=-1.798403300344944; dx=-8.289428238143154E-9 evalInputDelta=0.016181066632270813
Fitness changed from -1.7822222337126732 to -1.798403300344944
Iteration 18 complete. Error: -1.798403300344944 Total: 14.3754; Orientation: 0.1454; Line Search: 9.4765
Adding measurement 7fb867c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.366e+03, gradient 2.785e-04, dot -0.374; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.798403300344944, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 7fb867c7 to history. Total: 3
th(0)=-1.798403300344944;dx=-3.923204527645731E-8
Armijo: th(1.256753569185266E7)=4.584949821233749; dx=2.3237999097918688E-7 evalInputDelta=-6.383353121578693
Armijo: th(6283767.84592633)=-0.16908755153417587; dx=1.6574687684682636E-7 evalInputDelta=-1.6293157488107681
New Minimum: -1.798403300344944 > -1.806164138019085
WOLF (strong): th(2094589.2819754435)=-1.806164138019085; dx=2.8052173434331355E-8 evalInputDelta=0.00776083767414093
New Minimum: -1.806164138019085 > -1.8458385616540909
END: th(523647.32049386087)=-1.8458385616540909; dx=-1.7888022216604544E-8 evalInputDelta=0.04743526130914688
Fitness changed from -1.798403300344944 to -1.8458385616540909
Iteration 19 complete. Error: -1.8458385616540909 Total: 30.2668; Orientation: 0.2290; Line Search: 25.2555
Adding measurement 6b9cc24b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.440e+03, gradient 2.080e-04, dot -0.341; [d0e61ed8-f051-4702-8936-1c0485cd5fd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8458385616540909, 0.510635644197464, 2.1267277598381042, 4.15772307664156
LBFGS Accumulation History: 3 points
Removed measurement 6b9cc24b to history. Total: 3
th(0)=-1.8458385616540909;dx=-1.4829883947706908E-8
New Minimum: -1.8458385616540909 > -1.8805535472929478
WOLFE (weak): th(1128163.9526142178)=-1.8805535472929478; dx=-1.442158142526179E-8 evalInputDelta=0.03471498563885689
New Minimum: -1.8805535472929478 > -1.8809716179966927
WOLF (strong): th(2256327.9052284355)=-1.8809716179966927; dx=5.897457549233052E-10 evalInputDelta=0.035133056342601776
New Minimum: -1.8809716179966927 > -1.8853247240185738
END: th(1692245.9289213265)=-1.8853247240185738; dx=-9.427586915846285E-9 evalInputDelta=0.03948616236448288
Fitness changed from -1.8458385616540909 to -1.8853247240185738
Iteration 20 complete. Error: -1.8853247240185738 Total: 23.8614; Orientation: 0.0972; Line Search: 18.9515
Final threshold in iteration 21: -1.8853247240185738 (> -Infinity) after 433.637s (< 5400.000s)
