Reset training subject: 1495327711296800
Reset training subject: 1495357984638200
Adding measurement 7769d9b6 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-27.336309427705903;dx=-5.379167453629633E-5
New Minimum: -27.336309427705903 > -27.336328386329114
WOLFE (weak): th(2.154434690031884)=-27.336328386329114; dx=-5.3246834137986525E-5 evalInputDelta=1.895862321177333E-5
New Minimum: -27.336328386329114 > -27.33634745174398
WOLFE (weak): th(4.308869380063768)=-27.33634745174398; dx=-5.268556165157001E-5 evalInputDelta=3.802403807640076E-5
New Minimum: -27.33634745174398 > -27.33642171261211
WOLFE (weak): th(12.926608140191302)=-27.33642171261211; dx=-5.05094841185754E-5 evalInputDelta=1.1228490620851517E-4
New Minimum: -27.33642171261211 > -27.33674331040432
END: th(51.70643256076521)=-27.33674331040432; dx=-4.473244398467986E-5 evalInputDelta=4.338826984167099E-4
Fitness changed from -27.336309427705903 to -27.33674331040432
Iteration 1 complete. Error: -27.33674331040432 Total: 242.6520; Orientation: 0.0267; Line Search: 152.0136
Iteration 1
Adding measurement 71a2df1 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-27.33674331040432;dx=-4.558758503925887E-5
New Minimum: -27.33674331040432 > -27.33767196815461
WOLFE (weak): th(111.39813200670669)=-27.33767196815461; dx=-4.573689848750243E-5 evalInputDelta=9.286577502898297E-4
New Minimum: -27.33767196815461 > -27.33860244570921
WOLFE (weak): th(222.79626401341338)=-27.33860244570921; dx=-4.5822890062803736E-5 evalInputDelta=0.001859135304890458
New Minimum: -27.33860244570921 > -27.342421618600685
WOLFE (weak): th(668.3887920402401)=-27.342421618600685; dx=-4.626466383985079E-5 evalInputDelta=0.005678308196365833
New Minimum: -27.342421618600685 > -27.35940447015067
WOLFE (weak): th(2673.5551681609604)=-27.35940447015067; dx=-4.126490439741989E-5 evalInputDelta=0.022661159746348858
New Minimum: -27.35940447015067 > -27.426890484057367
END: th(13367.775840804803)=-27.426890484057367; dx=-2.875033330525443E-5 evalInputDelta=0.09014717365304747
Fitness changed from -27.33674331040432 to -27.426890484057367
Iteration 2 complete. Error: -27.426890484057367 Total: 211.0161; Orientation: 0.0266; Line Search: 180.7304
Iteration 2
Adding measurement 545604a9 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-27.426890484057367;dx=-2.518899130012744E-5
New Minimum: -27.426890484057367 > -27.53343051765114
END: th(28800.0)=-27.53343051765114; dx=-1.8090122041183042E-5 evalInputDelta=0.10654003359377384
Fitness changed from -27.426890484057367 to -27.53343051765114
Iteration 3 complete. Error: -27.53343051765114 Total: 90.6432; Orientation: 0.0265; Line Search: 60.4196
Iteration 3
Adding measurement 36871e98 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.538e+02, gradient 4.161e-03, dot -0.979; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -27.336309427705903, -27.33674331040432, -27.426890484057367, -27.53343051765114
LBFGS Accumulation History: 3 points
Removed measurement 7769d9b6 to history. Total: 4
th(0)=-27.53343051765114;dx=-1.731134161383202E-5
New Minimum: -27.53343051765114 > -27.685556615081925
END: th(62047.719072918255)=-27.685556615081925; dx=-1.2415102415575695E-5 evalInputDelta=0.1521260974307843
Fitness changed from -27.53343051765114 to -27.685556615081925
Iteration 4 complete. Error: -27.685556615081925 Total: 91.2059; Orientation: 0.7800; Line Search: 60.4324
Iteration 4
Adding measurement 534d0e20 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.383e+03, gradient 3.554e-03, dot -0.962; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -27.33674331040432, -27.426890484057367, -27.53343051765114, -27.685556615081925
LBFGS Accumulation History: 3 points
Removed measurement 71a2df1 to history. Total: 4
th(0)=-27.685556615081925;dx=-1.263316544263477E-5
New Minimum: -27.685556615081925 > -27.89749683160335
END: th(133677.75840804804)=-27.89749683160335; dx=-8.012043251487895E-6 evalInputDelta=0.21194021652142325
Fitness changed from -27.685556615081925 to -27.89749683160335
Iteration 5 complete. Error: -27.89749683160335 Total: 91.6823; Orientation: 0.7810; Line Search: 60.6869
Iteration 5
Adding measurement 2493eec6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.794e+03, gradient 2.935e-03, dot -0.937; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -27.426890484057367, -27.53343051765114, -27.685556615081925, -27.89749683160335
LBFGS Accumulation History: 3 points
Removed measurement 545604a9 to history. Total: 4
th(0)=-27.89749683160335;dx=-8.614221327881091E-6
New Minimum: -27.89749683160335 > -28.18981489849587
END: th(288000.00000000006)=-28.18981489849587; dx=-4.899235132409427E-6 evalInputDelta=0.2923180668925234
Fitness changed from -27.89749683160335 to -28.18981489849587
Iteration 6 complete. Error: -28.18981489849587 Total: 90.8895; Orientation: 0.7844; Line Search: 60.1016
Adding measurement 49e62b17 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.724e+03, gradient 2.754e-03, dot -0.824; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -27.53343051765114, -27.685556615081925, -27.89749683160335, -28.18981489849587
LBFGS Accumulation History: 3 points
Removed measurement 36871e98 to history. Total: 4
th(0)=-28.18981489849587;dx=-7.584984548994262E-6
New Minimum: -28.18981489849587 > -28.464544139181573
END: th(620477.1907291827)=-28.464544139181573; dx=-1.9054692952014718E-6 evalInputDelta=0.27472924068570137
Fitness changed from -28.18981489849587 to -28.464544139181573
Iteration 7 complete. Error: -28.464544139181573 Total: 91.6994; Orientation: 0.7835; Line Search: 60.6089
Adding measurement cf984d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.152e+03, gradient 4.100e-03, dot -0.517; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -27.685556615081925, -27.89749683160335, -28.18981489849587, -28.464544139181573
LBFGS Accumulation History: 3 points
Removed measurement 534d0e20 to history. Total: 4
th(0)=-28.464544139181573;dx=-1.6813431376171335E-5
New Minimum: -28.464544139181573 > -28.76966042133669
END: th(1336777.5840804807)=-28.76966042133669; dx=-7.555673928094881E-7 evalInputDelta=0.30511628215511877
Fitness changed from -28.464544139181573 to -28.76966042133669
Iteration 8 complete. Error: -28.76966042133669 Total: 90.9123; Orientation: 0.7853; Line Search: 60.2983
Adding measurement 12be4f83 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.037e+03, gradient 2.827e-03, dot -0.713; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -27.89749683160335, -28.18981489849587, -28.464544139181573, -28.76966042133669
LBFGS Accumulation History: 3 points
Removed measurement 2493eec6 to history. Total: 4
th(0)=-28.76966042133669;dx=-7.99259168360587E-6
Armijo: th(2880000.000000001)=-28.768334900029004; dx=1.7316647754645877E-7 evalInputDelta=-0.001325521307688149
New Minimum: -28.76966042133669 > -29.015402269239228
END: th(1440000.0000000005)=-29.015402269239228; dx=-4.479639256516132E-7 evalInputDelta=0.2457418479025364
Fitness changed from -28.76966042133669 to -29.015402269239228
Iteration 9 complete. Error: -29.015402269239228 Total: 122.3867; Orientation: 0.7853; Line Search: 91.1910
Adding measurement 6d35ff7b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.194e+03, gradient 3.829e-03, dot -0.555; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.18981489849587, -28.464544139181573, -28.76966042133669, -29.015402269239228
LBFGS Accumulation History: 3 points
Removed measurement 49e62b17 to history. Total: 4
th(0)=-29.015402269239228;dx=-1.4661051914043969E-5
Armijo: th(3102385.953645914)=-28.607058548058074; dx=1.4632025724455912E-6 evalInputDelta=-0.40834372118115425
New Minimum: -29.015402269239228 > -29.141432988146942
WOLF (strong): th(1551192.976822957)=-29.141432988146942; dx=3.516506774081977E-7 evalInputDelta=0.1260307189077139
New Minimum: -29.141432988146942 > -29.246234997486074
END: th(517064.3256076523)=-29.246234997486074; dx=-1.2171370802627983E-6 evalInputDelta=0.23083272824684542
Fitness changed from -29.015402269239228 to -29.246234997486074
Iteration 10 complete. Error: -29.246234997486074 Total: 151.7323; Orientation: 0.7830; Line Search: 121.1680
Iteration 10
Adding measurement 111fe921 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.560e+03, gradient 1.950e-03, dot -0.765; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.464544139181573, -28.76966042133669, -29.015402269239228, -29.246234997486074
LBFGS Accumulation History: 3 points
Removed measurement cf984d9 to history. Total: 4
th(0)=-29.246234997486074;dx=-3.802159455621015E-6
New Minimum: -29.246234997486074 > -29.505803217490513
END: th(1113981.3200670674)=-29.505803217490513; dx=-1.0181735256042094E-6 evalInputDelta=0.25956822000443935
Fitness changed from -29.246234997486074 to -29.505803217490513
Iteration 11 complete. Error: -29.505803217490513 Total: 91.3369; Orientation: 0.7892; Line Search: 60.1334
Adding measurement 70f5f59d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.796e+03, gradient 3.992e-03, dot -0.388; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.76966042133669, -29.015402269239228, -29.246234997486074, -29.505803217490513
LBFGS Accumulation History: 3 points
Removed measurement 12be4f83 to history. Total: 4
th(0)=-29.505803217490513;dx=-1.593225913348504E-5
Armijo: th(2400000.000000001)=-29.10001242843767; dx=1.2265678086994046E-6 evalInputDelta=-0.40579078905284405
Armijo: th(1200000.0000000005)=-29.489026536544163; dx=4.837925122683979E-7 evalInputDelta=-0.016776680946350098
New Minimum: -29.505803217490513 > -29.57556084605555
END: th(400000.0000000002)=-29.57556084605555; dx=-9.509388301275445E-7 evalInputDelta=0.06975762856503565
Fitness changed from -29.505803217490513 to -29.57556084605555
Iteration 12 complete. Error: -29.57556084605555 Total: 152.1420; Orientation: 0.7868; Line Search: 120.9057
Adding measurement 1d556461 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.844e+03, gradient 1.677e-03, dot -0.580; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.015402269239228, -29.246234997486074, -29.505803217490513, -29.57556084605555
LBFGS Accumulation History: 3 points
Removed measurement 6d35ff7b to history. Total: 4
th(0)=-29.57556084605555;dx=-2.812820438957768E-6
New Minimum: -29.57556084605555 > -29.680466970118385
END: th(861773.8760127539)=-29.680466970118385; dx=-6.904781654001629E-7 evalInputDelta=0.10490612406283617
Fitness changed from -29.57556084605555 to -29.680466970118385
Iteration 13 complete. Error: -29.680466970118385 Total: 91.5548; Orientation: 0.7832; Line Search: 60.7495
Adding measurement 1a66be41 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.094e+03, gradient 2.142e-03, dot -0.519; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.246234997486074, -29.505803217490513, -29.57556084605555, -29.680466970118385
LBFGS Accumulation History: 3 points
Removed measurement 111fe921 to history. Total: 4
th(0)=-29.680466970118385;dx=-4.589113442514746E-6
Armijo: th(1856635.5334451126)=-29.61945197948565; dx=2.1242186901258786E-7 evalInputDelta=-0.06101499063273508
New Minimum: -29.680466970118385 > -29.749628792516887
END: th(928317.7667225563)=-29.749628792516887; dx=-1.2709995628025223E-7 evalInputDelta=0.06916182239850244
Fitness changed from -29.680466970118385 to -29.749628792516887
Iteration 14 complete. Error: -29.749628792516887 Total: 121.8891; Orientation: 0.7828; Line Search: 91.0282
Adding measurement 53e4a19e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.767e+03, gradient 2.268e-03, dot -0.597; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.505803217490513, -29.57556084605555, -29.680466970118385, -29.749628792516887
LBFGS Accumulation History: 3 points
Removed measurement 70f5f59d to history. Total: 4
th(0)=-29.749628792516887;dx=-5.143836448138978E-6
Armijo: th(2000000.0000000012)=-29.7465029420952; dx=3.989593567029598E-8 evalInputDelta=-0.003125850421685783
New Minimum: -29.749628792516887 > -29.84780288177232
END: th(1000000.0000000006)=-29.84780288177232; dx=-3.4430366330185716E-7 evalInputDelta=0.09817408925543347
Fitness changed from -29.749628792516887 to -29.84780288177232
Iteration 15 complete. Error: -29.84780288177232 Total: 122.0708; Orientation: 0.7829; Line Search: 90.9809
Iteration 15
Adding measurement 65015a49 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.774e+03, gradient 1.649e-03, dot -0.699; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.57556084605555, -29.680466970118385, -29.749628792516887, -29.84780288177232
LBFGS Accumulation History: 3 points
Removed measurement 1d556461 to history. Total: 4
th(0)=-29.84780288177232;dx=-2.7175862954731784E-6
New Minimum: -29.84780288177232 > -29.888255865002673
END: th(2154434.690031885)=-29.888255865002673; dx=-9.22694081712137E-8 evalInputDelta=0.0404529832303524
Fitness changed from -29.84780288177232 to -29.888255865002673
Iteration 16 complete. Error: -29.888255865002673 Total: 90.4861; Orientation: 0.7865; Line Search: 59.5329
Adding measurement 1b632442 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.417e+03, gradient 2.305e-03, dot -0.562; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.680466970118385, -29.749628792516887, -29.84780288177232, -29.888255865002673
LBFGS Accumulation History: 3 points
Removed measurement 1a66be41 to history. Total: 4
th(0)=-29.888255865002673;dx=-5.313459380126339E-6
Armijo: th(4641588.833612782)=-28.921903662383556; dx=1.5196746338131165E-6 evalInputDelta=-0.9663522026191167
Armijo: th(2320794.416806391)=-29.719732617338497; dx=8.36251088518845E-7 evalInputDelta=-0.1685232476641758
New Minimum: -29.888255865002673 > -30.0276975814874
END: th(773598.1389354636)=-30.0276975814874; dx=-1.2259825427183198E-7 evalInputDelta=0.13944171648472548
Fitness changed from -29.888255865002673 to -30.0276975814874
Iteration 17 complete. Error: -30.0276975814874 Total: 151.9412; Orientation: 0.7832; Line Search: 121.0638
Adding measurement 23ec63af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.903e+03, gradient 2.256e-03, dot -0.588; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.749628792516887, -29.84780288177232, -29.888255865002673, -30.0276975814874
LBFGS Accumulation History: 3 points
Removed measurement 53e4a19e to history. Total: 4
th(0)=-30.0276975814874;dx=-5.091628677858419E-6
New Minimum: -30.0276975814874 > -30.10441246132056
END: th(1666666.6666666677)=-30.10441246132056; dx=-9.352659972424552E-8 evalInputDelta=0.07671487983316183
Fitness changed from -30.0276975814874 to -30.10441246132056
Iteration 18 complete. Error: -30.10441246132056 Total: 90.9345; Orientation: 0.7890; Line Search: 60.4943
Adding measurement 34bf66af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.063e+03, gradient 1.773e-03, dot -0.700; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.84780288177232, -29.888255865002673, -30.0276975814874, -30.10441246132056
LBFGS Accumulation History: 3 points
Removed measurement 65015a49 to history. Total: 4
th(0)=-30.10441246132056;dx=-3.1436736586773524E-6
Armijo: th(3590724.483386475)=-29.847423534529906; dx=5.422333807698824E-7 evalInputDelta=-0.25698892679065466
New Minimum: -30.10441246132056 > -30.148948666950066
WOLF (strong): th(1795362.2416932376)=-30.148948666950066; dx=1.824528550324691E-7 evalInputDelta=0.04453620562950533
New Minimum: -30.148948666950066 > -30.218081952693563
END: th(598454.0805644125)=-30.218081952693563; dx=-7.248158903683043E-7 evalInputDelta=0.11366949137300253
Fitness changed from -30.10441246132056 to -30.218081952693563
Iteration 19 complete. Error: -30.218081952693563 Total: 152.2539; Orientation: 0.7916; Line Search: 121.1655
Adding measurement 539ee811 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.351e+03, gradient 1.332e-03, dot -0.776; [3494d270-965c-4121-b5c4-feb811a428d0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.888255865002673, -30.0276975814874, -30.10441246132056, -30.218081952693563
LBFGS Accumulation History: 3 points
Removed measurement 1b632442 to history. Total: 4
th(0)=-30.218081952693563;dx=-1.774394546117872E-6
New Minimum: -30.218081952693563 > -30.287115995772183
END: th(1289330.2315591061)=-30.287115995772183; dx=-2.74176272863235E-7 evalInputDelta=0.06903404307862004
Fitness changed from -30.218081952693563 to -30.287115995772183
Iteration 20 complete. Error: -30.287115995772183 Total: 91.1518; Orientation: 0.7829; Line Search: 60.1135
Iteration 20
Final threshold in iteration 21: -30.287115995772183 (> -Infinity) after 2430.606s (< 3600.000s)