Reset training subject: 617897412903200
Reset training subject: 617932248535000
Adding measurement 3f20b120 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.6223974972963333;dx=-3.153776730148309E-7
New Minimum: 2.6223974972963333 > 2.6223971992731094
WOLFE (weak): th(2.154434690031884)=2.6223971992731094; dx=-3.0441669133883804E-7 evalInputDelta=2.980232238769531E-7
New Minimum: 2.6223971992731094 > 2.6223961114883423
WOLFE (weak): th(4.308869380063768)=2.6223961114883423; dx=-3.0471888851428795E-7 evalInputDelta=1.385807991027832E-6
New Minimum: 2.6223961114883423 > 2.6223924830555916
WOLFE (weak): th(12.926608140191302)=2.6223924830555916; dx=-2.9947736804350214E-7 evalInputDelta=5.014240741729736E-6
New Minimum: 2.6223924830555916 > 2.622377723455429
WOLFE (weak): th(51.70643256076521)=2.622377723455429; dx=-3.0226546674129447E-7 evalInputDelta=1.977384090423584E-5
New Minimum: 2.622377723455429 > 2.6222984343767166
WOLFE (weak): th(258.53216280382605)=2.6222984343767166; dx=-2.8621286670478614E-7 evalInputDelta=9.906291961669922E-5
New Minimum: 2.6222984343767166 > 2.6218035519123077
WOLFE (weak): th(1551.1929768229563)=2.6218035519123077; dx=-3.0317156955823765E-7 evalInputDelta=5.939453840255737E-4
New Minimum: 2.6218035519123077 > 2.618243657052517
WOLFE (weak): th(10858.350837760694)=2.618243657052517; dx=-3.0307852079610643E-7 evalInputDelta=0.004153840243816376
New Minimum: 2.618243657052517 > 2.589510038495064
END: th(86866.80670208555)=2.589510038495064; dx=-2.677428678407418E-7 evalInputDelta=0.03288745880126953
Fitness changed from 2.6223974972963333 to 2.589510038495064
Iteration 1 complete. Error: 2.589510038495064 Total: 411.5471; Orientation: 0.0439; Line Search: 307.0924
Adding measurement 1293f54b to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.589510038495064;dx=-2.9598175797245095E-7
New Minimum: 2.589510038495064 > 2.5222767740488052
END: th(187148.86177126726)=2.5222767740488052; dx=-2.5677718740362874E-7 evalInputDelta=0.06723326444625854
Fitness changed from 2.589510038495064 to 2.5222767740488052
Iteration 2 complete. Error: 2.5222767740488052 Total: 105.1213; Orientation: 0.0441; Line Search: 71.3335
Adding measurement 7bab9c06 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.5222767740488052;dx=-2.6496050427351375E-7
New Minimum: 2.5222767740488052 > 2.3922406435012817
WOLFE (weak): th(403200.00000000006)=2.3922406435012817; dx=-2.3901175156975996E-7 evalInputDelta=0.1300361305475235
New Minimum: 2.3922406435012817 > 2.277354769408703
END: th(806400.0000000001)=2.277354769408703; dx=-2.0732413385377177E-7 evalInputDelta=0.2449220046401024
Fitness changed from 2.5222767740488052 to 2.277354769408703
Iteration 3 complete. Error: 2.277354769408703 Total: 135.3480; Orientation: 0.0453; Line Search: 101.3515
Adding measurement 33823288 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.799e+03, gradient 4.574e-04, dot -0.887; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.277354769408703, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 33823288 to history. Total: 3
th(0)=2.277354769408703;dx=-2.0551131467200952E-7
New Minimum: 2.277354769408703 > 1.9143279641866684
END: th(1737336.1340417115)=1.9143279641866684; dx=-1.3336843249244782E-7 evalInputDelta=0.36302680522203445
Fitness changed from 2.277354769408703 to 1.9143279641866684
Iteration 4 complete. Error: 1.9143279641866684 Total: 104.4040; Orientation: 0.6938; Line Search: 69.4520
Adding measurement 1c380a4a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.309e+03, gradient 4.009e-04, dot -0.732; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9143279641866684, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 1c380a4a to history. Total: 3
th(0)=1.9143279641866684;dx=-1.5069130987591343E-7
New Minimum: 1.9143279641866684 > 1.4652583673596382
END: th(3742977.235425346)=1.4652583673596382; dx=-5.862328267684967E-8 evalInputDelta=0.4490695968270302
Fitness changed from 1.9143279641866684 to 1.4652583673596382
Iteration 5 complete. Error: 1.4652583673596382 Total: 106.0055; Orientation: 0.6943; Line Search: 67.9446
Adding measurement 73558e3e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.929e+03, gradient 3.717e-04, dot -0.540; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4652583673596382, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 73558e3e to history. Total: 3
th(0)=1.4652583673596382;dx=-1.380326206819402E-7
New Minimum: 1.4652583673596382 > 1.1752667725086212
END: th(8064000.000000003)=1.1752667725086212; dx=-2.45423585277462E-9 evalInputDelta=0.289991594851017
Fitness changed from 1.4652583673596382 to 1.1752667725086212
Iteration 6 complete. Error: 1.1752667725086212 Total: 101.7132; Orientation: 0.7057; Line Search: 65.8272
Adding measurement 54019578 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.420e+03, gradient 3.963e-04, dot -0.277; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1752667725086212, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 54019578 to history. Total: 3
th(0)=1.1752667725086212;dx=-1.5464979448868573E-7
Armijo: th(1.7373361340417117E7)=1.3975249230861664; dx=2.8365100891819177E-8 evalInputDelta=-0.22225815057754517
New Minimum: 1.1752667725086212 > 0.9013234972953796
WOLF (strong): th(8686680.670208558)=0.9013234972953796; dx=3.275875003559204E-8 evalInputDelta=0.2739432752132416
New Minimum: 0.9013234972953796 > 0.7987071201205254
END: th(2895560.2234028527)=0.7987071201205254; dx=-4.6943367130354056E-8 evalInputDelta=0.37655965238809586
Fitness changed from 1.1752667725086212 to 0.7987071201205254
Iteration 7 complete. Error: 0.7987071201205254 Total: 173.8975; Orientation: 0.7033; Line Search: 138.7705
Adding measurement 76cdbfe6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.044e+03, gradient 3.033e-04, dot -0.411; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7987071201205254, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 76cdbfe6 to history. Total: 3
th(0)=0.7987071201205254;dx=-9.122448232162624E-8
New Minimum: 0.7987071201205254 > 0.5485497415065765
WOLF (strong): th(6238295.392375577)=0.5485497415065765; dx=7.629766622830643E-9 evalInputDelta=0.2501573786139488
END: th(3119147.6961877886)=0.5714672654867172; dx=-2.583331310294116E-8 evalInputDelta=0.22723985463380814
Fitness changed from 0.7987071201205254 to 0.5485497415065765
Iteration 8 complete. Error: 0.5485497415065765 Total: 139.4786; Orientation: 0.7139; Line Search: 104.0715
Adding measurement 5088806c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.015e+03, gradient 3.381e-04, dot -0.313; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5485497415065765, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 5088806c to history. Total: 3
th(0)=0.5485497415065765;dx=-1.1284690116376439E-7
New Minimum: 0.5485497415065765 > 0.426305890083313
WOLF (strong): th(6720000.000000003)=0.426305890083313; dx=4.4472117267852164E-8 evalInputDelta=0.12224385142326355
New Minimum: 0.426305890083313 > 0.30192460119724274
END: th(3360000.0000000014)=0.30192460119724274; dx=-3.4968756058044714E-9 evalInputDelta=0.2466251403093338
Fitness changed from 0.5485497415065765 to 0.30192460119724274
Iteration 9 complete. Error: 0.30192460119724274 Total: 140.4276; Orientation: 0.7572; Line Search: 102.4347
Adding measurement 2f7eb93 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.199e+03, gradient 2.586e-04, dot -0.407; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.30192460119724274, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 2f7eb93 to history. Total: 3
th(0)=0.30192460119724274;dx=-5.5769489095873835E-8
New Minimum: 0.30192460119724274 > 0.1510508880019188
WOLF (strong): th(7238900.558507132)=0.1510508880019188; dx=1.2845237887212734E-8 evalInputDelta=0.15087371319532394
New Minimum: 0.1510508880019188 > 0.134146586060524
END: th(3619450.279253566)=0.134146586060524; dx=-4.592038148572547E-9 evalInputDelta=0.16777801513671875
Fitness changed from 0.30192460119724274 to 0.134146586060524
Iteration 10 complete. Error: 0.134146586060524 Total: 134.6070; Orientation: 0.7044; Line Search: 100.0284
Adding measurement 228f8ef5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.658e+03, gradient 2.297e-04, dot -0.490; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.134146586060524, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 228f8ef5 to history. Total: 3
th(0)=0.134146586060524;dx=-5.01833466386126E-8
New Minimum: 0.134146586060524 > 0.10832260549068451
WOLF (strong): th(7797869.2404694725)=0.10832260549068451; dx=1.4517380860869484E-8 evalInputDelta=0.025823980569839478
New Minimum: 0.10832260549068451 > 0.04047907888889313
WOLF (strong): th(3898934.6202347362)=0.04047907888889313; dx=4.087812025726051E-9 evalInputDelta=0.09366750717163086
END: th(1299644.8734115788)=0.06934715062379837; dx=-2.9216311206397486E-8 evalInputDelta=0.06479943543672562
Fitness changed from 0.134146586060524 to 0.04047907888889313
Iteration 11 complete. Error: 0.04047907888889313 Total: 172.8547; Orientation: 0.7048; Line Search: 137.1558
Adding measurement 71869715 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.620e+03, gradient 2.471e-04, dot -0.424; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.04047907888889313, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 71869715 to history. Total: 3
th(0)=0.04047907888889313;dx=-6.029535546593293E-8
New Minimum: 0.04047907888889313 > -0.06468428671360016
WOLF (strong): th(2800000.000000002)=-0.06468428671360016; dx=2.983205859080649E-9 evalInputDelta=0.10516336560249329
END: th(1400000.000000001)=-0.04060310870409012; dx=-3.1815699490294836E-8 evalInputDelta=0.08108218759298325
Fitness changed from 0.04047907888889313 to -0.06468428671360016
Iteration 12 complete. Error: -0.06468428671360016 Total: 135.9605; Orientation: 0.7088; Line Search: 101.3953
Adding measurement 46579182 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.814e+03, gradient 2.090e-04, dot -0.505; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.06468428671360016, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 46579182 to history. Total: 3
th(0)=-0.06468428671360016;dx=-4.162502334917837E-8
New Minimum: -0.06468428671360016 > -0.13096773624420166
WOLF (strong): th(3016208.5660446393)=-0.13096773624420166; dx=3.9340055389474955E-9 evalInputDelta=0.0662834495306015
END: th(1508104.2830223197)=-0.1205006018280983; dx=-1.7036583151588433E-8 evalInputDelta=0.05581631511449814
Fitness changed from -0.06468428671360016 to -0.13096773624420166
Iteration 13 complete. Error: -0.13096773624420166 Total: 138.6248; Orientation: 0.7018; Line Search: 102.7448
Adding measurement 4aea3dc4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.820e+03, gradient 2.197e-04, dot -0.459; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.13096773624420166, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 4aea3dc4 to history. Total: 3
th(0)=-0.13096773624420166;dx=-4.786546014527236E-8
New Minimum: -0.13096773624420166 > -0.18899063766002655
WOLF (strong): th(3249112.1835289476)=-0.18899063766002655; dx=1.3345638250620924E-8 evalInputDelta=0.05802290141582489
New Minimum: -0.18899063766002655 > -0.1933094933629036
END: th(1624556.0917644738)=-0.1933094933629036; dx=-1.2456960707973051E-8 evalInputDelta=0.062341757118701935
Fitness changed from -0.13096773624420166 to -0.1933094933629036
Iteration 14 complete. Error: -0.1933094933629036 Total: 134.4031; Orientation: 0.6974; Line Search: 98.3644
Adding measurement 6315acde to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.960e+03, gradient 1.531e-04, dot -0.666; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1933094933629036, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 6315acde to history. Total: 3
th(0)=-0.1933094933629036;dx=-2.288912443784321E-8
New Minimum: -0.1933094933629036 > -0.25609399378299713
END: th(3500000.000000003)=-0.25609399378299713; dx=-8.191429491761324E-9 evalInputDelta=0.06278450042009354
Fitness changed from -0.1933094933629036 to -0.25609399378299713
Iteration 15 complete. Error: -0.25609399378299713 Total: 102.0129; Orientation: 0.6989; Line Search: 66.7813
Adding measurement 6bb32ef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.928e+03, gradient 1.914e-04, dot -0.504; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.25609399378299713, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 6bb32ef to history. Total: 3
th(0)=-0.25609399378299713;dx=-3.4598733205976154E-8
Armijo: th(7540521.4151115995)=-0.2438025176525116; dx=9.602856034270724E-9 evalInputDelta=-0.012291476130485535
New Minimum: -0.25609399378299713 > -0.29352690279483795
WOLF (strong): th(3770260.7075557997)=-0.29352690279483795; dx=8.322101137277305E-9 evalInputDelta=0.03743290901184082
New Minimum: -0.29352690279483795 > -0.2950015887618065
END: th(1256753.5691852665)=-0.2950015887618065; dx=-1.2693818322751255E-8 evalInputDelta=0.03890759497880936
Fitness changed from -0.25609399378299713 to -0.2950015887618065
Iteration 16 complete. Error: -0.2950015887618065 Total: 172.2242; Orientation: 0.7164; Line Search: 137.1241
Adding measurement 2625a56f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.993e+03, gradient 1.426e-04, dot -0.676; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2950015887618065, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 2625a56f to history. Total: 3
th(0)=-0.2950015887618065;dx=-1.9496648730601876E-8
New Minimum: -0.2950015887618065 > -0.3406646400690079
END: th(2707593.486274123)=-0.3406646400690079; dx=-8.852815788168024E-9 evalInputDelta=0.045663051307201385
Fitness changed from -0.2950015887618065 to -0.3406646400690079
Iteration 17 complete. Error: -0.3406646400690079 Total: 102.8643; Orientation: 0.7146; Line Search: 66.8705
Adding measurement 7b73922b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.986e+03, gradient 1.673e-04, dot -0.557; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3406646400690079, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 7b73922b to history. Total: 3
th(0)=-0.3406646400690079;dx=-2.7555200366672968E-8
New Minimum: -0.3406646400690079 > -0.3622886836528778
WOLF (strong): th(5833333.333333339)=-0.3622886836528778; dx=4.877689641514353E-9 evalInputDelta=0.021624043583869934
New Minimum: -0.3622886836528778 > -0.376537948846817
WOLF (strong): th(2916666.6666666693)=-0.376537948846817; dx=1.6529920461756793E-9 evalInputDelta=0.03587330877780914
END: th(972222.2222222231)=-0.36531326174736023; dx=-1.4049279832997337E-8 evalInputDelta=0.024648621678352356
Fitness changed from -0.3406646400690079 to -0.376537948846817
Iteration 18 complete. Error: -0.376537948846817 Total: 171.6475; Orientation: 0.7252; Line Search: 136.1949
Adding measurement 7c721593 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.813e+03, gradient 1.987e-04, dot -0.439; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.376537948846817, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 7c721593 to history. Total: 3
th(0)=-0.376537948846817;dx=-3.577604421293979E-8
New Minimum: -0.376537948846817 > -0.4273380935192108
WOLF (strong): th(2094589.2819754444)=-0.4273380935192108; dx=2.2532752345254972E-9 evalInputDelta=0.0508001446723938
END: th(1047294.6409877222)=-0.41466057300567627; dx=-2.0298384553544188E-8 evalInputDelta=0.03812262415885925
Fitness changed from -0.376537948846817 to -0.4273380935192108
Iteration 19 complete. Error: -0.4273380935192108 Total: 137.3474; Orientation: 0.6845; Line Search: 100.7091
Adding measurement 3bd93ea2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.962e+03, gradient 1.707e-04, dot -0.514; [96577b18-66c4-44f7-99b0-956cf266ee06 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4273380935192108, 2.5222767740488052, 2.589510038495064, 2.6223974972963333
LBFGS Accumulation History: 3 points
Removed measurement 3bd93ea2 to history. Total: 3
th(0)=-0.4273380935192108;dx=-2.8220610465474217E-8
New Minimum: -0.4273380935192108 > -0.4608951359987259
WOLF (strong): th(2256327.9052284365)=-0.4608951359987259; dx=2.182613685969788E-9 evalInputDelta=0.033557042479515076
END: th(1128163.9526142182)=-0.45474688708782196; dx=-1.0910653357585854E-8 evalInputDelta=0.027408793568611145
Fitness changed from -0.4273380935192108 to -0.4608951359987259
Iteration 20 complete. Error: -0.4608951359987259 Total: 140.0711; Orientation: 0.7021; Line Search: 104.4860
Final threshold in iteration 21: -0.4608951359987259 (> -Infinity) after 2960.560s (< 5400.000s)
