Reset training subject: 534415264379399
Reset training subject: 534432048205600
Adding measurement 7a4ca378 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-1.145645372569561;dx=-2.57073183887478E-7
New Minimum: -1.145645372569561 > -1.1456463411450386
WOLFE (weak): th(2.154434690031884)=-1.1456463411450386; dx=-2.504334054527691E-7 evalInputDelta=9.685754776000977E-7
New Minimum: -1.1456463411450386 > -1.1456475928425789
WOLFE (weak): th(4.308869380063768)=-1.1456475928425789; dx=-2.509542074624643E-7 evalInputDelta=2.2202730178833008E-6
New Minimum: -1.1456475928425789 > -1.1456522196531296
END: th(12.926608140191302)=-1.1456522196531296; dx=-2.1615441634242352E-7 evalInputDelta=6.847083568572998E-6
Fitness changed from -1.145645372569561 to -1.1456522196531296
Iteration 1 complete. Error: -1.1456522196531296 Total: 108.4625; Orientation: 0.0121; Line Search: 60.3861
Adding measurement e1cecae to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-1.1456522196531296;dx=-2.1960846989211723E-7
New Minimum: -1.1456522196531296 > -1.1456667929887772
WOLFE (weak): th(27.849533001676672)=-1.1456667929887772; dx=-2.1717199338114554E-7 evalInputDelta=1.4573335647583008E-5
New Minimum: -1.1456667929887772 > -1.1456813290715218
WOLFE (weak): th(55.699066003353344)=-1.1456813290715218; dx=-2.1673760208499026E-7 evalInputDelta=2.9109418392181396E-5
New Minimum: -1.1456813290715218 > -1.1457397788763046
WOLFE (weak): th(167.09719801006003)=-1.1457397788763046; dx=-2.1748056685298624E-7 evalInputDelta=8.755922317504883E-5
New Minimum: -1.1457397788763046 > -1.1460024863481522
WOLFE (weak): th(668.3887920402401)=-1.1460024863481522; dx=-2.1697643015916463E-7 evalInputDelta=3.50266695022583E-4
New Minimum: -1.1460024863481522 > -1.1474030241370201
WOLFE (weak): th(3341.9439602012008)=-1.1474030241370201; dx=-2.1556426149679814E-7 evalInputDelta=0.0017508044838905334
New Minimum: -1.1474030241370201 > -1.1561444476246834
WOLFE (weak): th(20051.663761207205)=-1.1561444476246834; dx=-2.1647728926593034E-7 evalInputDelta=0.010492227971553802
New Minimum: -1.1561444476246834 > -1.218303993344307
WOLFE (weak): th(140361.64632845044)=-1.218303993344307; dx=-2.11546892630181E-7 evalInputDelta=0.07265177369117737
New Minimum: -1.218303993344307 > -1.6514589041471481
END: th(1122893.1706276035)=-1.6514589041471481; dx=-1.5271503601482805E-7 evalInputDelta=0.5058066844940186
Fitness changed from -1.1456522196531296 to -1.6514589041471481
Iteration 2 complete. Error: -1.6514589041471481 Total: 148.0932; Orientation: 0.0123; Line Search: 133.2863
Adding measurement 2a0b0073 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.6514589041471481;dx=-1.6004992780172434E-7
New Minimum: -1.6514589041471481 > -2.2109513208270073
END: th(2419200.0000000005)=-2.2109513208270073; dx=-7.271282844549393E-8 evalInputDelta=0.5594924166798592
Fitness changed from -1.6514589041471481 to -2.2109513208270073
Iteration 3 complete. Error: -2.2109513208270073 Total: 45.3835; Orientation: 0.0120; Line Search: 29.7924
Adding measurement 72adf1d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.503e+03, gradient 2.784e-04, dot -0.591; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2109513208270073, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 72adf1d1 to history. Total: 3
th(0)=-2.2109513208270073;dx=-7.544108747027949E-8
New Minimum: -2.2109513208270073 > -2.6514190062880516
END: th(5212008.402125134)=-2.6514190062880516; dx=-2.3527310183747985E-8 evalInputDelta=0.4404676854610443
Fitness changed from -2.2109513208270073 to -2.6514190062880516
Iteration 4 complete. Error: -2.6514190062880516 Total: 47.9404; Orientation: 0.1833; Line Search: 30.9705
Adding measurement 63a70cf9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.123e+02, gradient 1.929e-04, dot -0.431; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6514190062880516, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 63a70cf9 to history. Total: 3
th(0)=-2.6514190062880516;dx=-3.4843503698186496E-8
New Minimum: -2.6514190062880516 > -2.9936319813132286
END: th(1.1228931706276037E7)=-2.9936319813132286; dx=-5.146772146887559E-9 evalInputDelta=0.342212975025177
Fitness changed from -2.6514190062880516 to -2.9936319813132286
Iteration 5 complete. Error: -2.9936319813132286 Total: 46.2652; Orientation: 0.1809; Line Search: 29.3419
Adding measurement 4d0d0b90 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.322e+02, gradient 1.688e-04, dot -0.320; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9936319813132286, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 4d0d0b90 to history. Total: 3
th(0)=-2.9936319813132286;dx=-2.7401089715337595E-8
Armijo: th(2.4192000000000004E7)=-2.899888090789318; dx=7.581035067040872E-9 evalInputDelta=-0.09374389052391052
New Minimum: -2.9936319813132286 > -3.1144527420401573
WOLF (strong): th(1.2096000000000002E7)=-3.1144527420401573; dx=2.244566493895271E-9 evalInputDelta=0.12082076072692871
END: th(4032000.0000000005)=-3.1118375062942505; dx=-6.661972122437075E-9 evalInputDelta=0.11820552498102188
Fitness changed from -2.9936319813132286 to -3.1144527420401573
Iteration 6 complete. Error: -3.1144527420401573 Total: 75.7696; Orientation: 0.1967; Line Search: 59.9602
Adding measurement 7d91b9c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.864e+02, gradient 2.230e-04, dot -0.114; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1144527420401573, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 7d91b9c5 to history. Total: 3
th(0)=-3.1144527420401573;dx=-4.721927047406884E-8
Armijo: th(8686680.670208557)=-3.0757459551095963; dx=2.542126358779911E-8 evalInputDelta=-0.038706786930561066
New Minimum: -3.1144527420401573 > -3.2389435805380344
WOLF (strong): th(4343340.335104278)=-3.2389435805380344; dx=8.023720656229888E-9 evalInputDelta=0.12449083849787712
END: th(1447780.111701426)=-3.2076754197478294; dx=-2.2582300942357495E-8 evalInputDelta=0.09322267770767212
Fitness changed from -3.1144527420401573 to -3.2389435805380344
Iteration 7 complete. Error: -3.2389435805380344 Total: 79.1133; Orientation: 0.1807; Line Search: 63.5828
Adding measurement 78daf32 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.405e+02, gradient 1.514e-04, dot -0.259; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2389435805380344, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 78daf32 to history. Total: 3
th(0)=-3.2389435805380344;dx=-2.221336491443411E-8
New Minimum: -3.2389435805380344 > -3.3151574917137623
END: th(3119147.696187788)=-3.3151574917137623; dx=-3.8621282742034044E-9 evalInputDelta=0.07621391117572784
Fitness changed from -3.2389435805380344 to -3.3151574917137623
Iteration 8 complete. Error: -3.3151574917137623 Total: 45.2164; Orientation: 0.1820; Line Search: 30.6240
Adding measurement 5ece2967 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.647e+02, gradient 8.996e-05, dot -0.457; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3151574917137623, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 5ece2967 to history. Total: 3
th(0)=-3.3151574917137623;dx=-7.736515990288807E-9
New Minimum: -3.3151574917137623 > -3.3884266689419746
END: th(6720000.000000002)=-3.3884266689419746; dx=-4.343379880476175E-9 evalInputDelta=0.07326917722821236
Fitness changed from -3.3151574917137623 to -3.3884266689419746
Iteration 9 complete. Error: -3.3884266689419746 Total: 47.5267; Orientation: 0.1837; Line Search: 33.3340
Adding measurement 73b0d166 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.970e+02, gradient 8.197e-05, dot -0.508; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3884266689419746, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 73b0d166 to history. Total: 3
th(0)=-3.3884266689419746;dx=-6.358009201153029E-9
New Minimum: -3.3884266689419746 > -3.434886123985052
WOLF (strong): th(1.4477801117014263E7)=-3.434886123985052; dx=6.636247226220148E-10 evalInputDelta=0.04645945504307747
New Minimum: -3.434886123985052 > -3.437707543373108
END: th(7238900.558507131)=-3.437707543373108; dx=-1.8538210268006825E-9 evalInputDelta=0.04928087443113327
Fitness changed from -3.3884266689419746 to -3.437707543373108
Iteration 10 complete. Error: -3.437707543373108 Total: 59.3287; Orientation: 0.1818; Line Search: 44.2995
Adding measurement 129a7444 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.094e+02, gradient 1.008e-04, dot -0.369; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.437707543373108, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 129a7444 to history. Total: 3
th(0)=-3.437707543373108;dx=-9.389569471557322E-9
Armijo: th(1.5595738480938943E7)=-3.347024030983448; dx=9.642043720381552E-9 evalInputDelta=-0.09068351238965988
New Minimum: -3.437707543373108 > -3.465158201754093
WOLF (strong): th(7797869.240469472)=-3.465158201754093; dx=4.176995724946452E-9 evalInputDelta=0.02745065838098526
New Minimum: -3.465158201754093 > -3.4696702547371387
END: th(2599289.746823157)=-3.4696702547371387; dx=-3.794451600770684E-9 evalInputDelta=0.03196271136403084
Fitness changed from -3.437707543373108 to -3.4696702547371387
Iteration 11 complete. Error: -3.4696702547371387 Total: 75.3316; Orientation: 0.1828; Line Search: 60.2719
Adding measurement 633fea93 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.419e+02, gradient 6.557e-05, dot -0.601; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4696702547371387, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 633fea93 to history. Total: 3
th(0)=-3.4696702547371387;dx=-4.083418691611684E-9
New Minimum: -3.4696702547371387 > -3.5058741942048073
END: th(5600000.000000003)=-3.5058741942048073; dx=-3.1085270570480103E-9 evalInputDelta=0.03620393946766853
Fitness changed from -3.4696702547371387 to -3.5058741942048073
Iteration 12 complete. Error: -3.5058741942048073 Total: 45.6699; Orientation: 0.1845; Line Search: 29.1927
Adding measurement 5f6e35af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.541e+02, gradient 6.215e-05, dot -0.606; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5058741942048073, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 5f6e35af to history. Total: 3
th(0)=-3.5058741942048073;dx=-3.6501104315159007E-9
New Minimum: -3.5058741942048073 > -3.5696902219206095
END: th(1.2064834264178555E7)=-3.5696902219206095; dx=-2.530221069740569E-9 evalInputDelta=0.06381602771580219
Fitness changed from -3.5058741942048073 to -3.5696902219206095
Iteration 13 complete. Error: -3.5696902219206095 Total: 45.7518; Orientation: 0.1838; Line Search: 30.0187
Adding measurement 26f4bf5c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.014e+03, gradient 6.475e-05, dot -0.538; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5696902219206095, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 26f4bf5c to history. Total: 3
th(0)=-3.5696902219206095;dx=-3.9302558704701815E-9
Armijo: th(2.5992897468231577E7)=-3.566573256626725; dx=1.4010335352452332E-9 evalInputDelta=-0.0031169652938842773
New Minimum: -3.5696902219206095 > -3.5995465740561485
END: th(1.2996448734115789E7)=-3.5995465740561485; dx=-1.249883705155158E-10 evalInputDelta=0.029856352135539055
Fitness changed from -3.5696902219206095 to -3.5995465740561485
Iteration 14 complete. Error: -3.5995465740561485 Total: 60.6886; Orientation: 0.1839; Line Search: 45.1567
Adding measurement 679dd504 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.636e+02, gradient 1.126e-04, dot -0.255; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5995465740561485, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 679dd504 to history. Total: 3
th(0)=-3.5995465740561485;dx=-1.2061254401933925E-8
Armijo: th(2.800000000000002E7)=-2.969184745103121; dx=1.6182406185270477E-8 evalInputDelta=-0.6303618289530277
Armijo: th(1.400000000000001E7)=-3.454473562538624; dx=1.3921396838626426E-8 evalInputDelta=-0.14507301151752472
New Minimum: -3.5995465740561485 > -3.634798225015402
WOLF (strong): th(4666666.66666667)=-3.634798225015402; dx=2.3377500569128383E-9 evalInputDelta=0.03525165095925331
END: th(1166666.6666666674)=-3.6203701831400394; dx=-7.555318708205684E-9 evalInputDelta=0.020823609083890915
Fitness changed from -3.5995465740561485 to -3.634798225015402
Iteration 15 complete. Error: -3.634798225015402 Total: 94.9510; Orientation: 0.1826; Line Search: 79.0175
Adding measurement 6c12bf69 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.020e+03, gradient 8.061e-05, dot -0.370; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.634798225015402, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 6c12bf69 to history. Total: 3
th(0)=-3.634798225015402;dx=-6.2042174655020904E-9
New Minimum: -3.634798225015402 > -3.6538193970918655
END: th(2513507.138370533)=-3.6538193970918655; dx=-2.6979310890950823E-9 evalInputDelta=0.0190211720764637
Fitness changed from -3.634798225015402 to -3.6538193970918655
Iteration 16 complete. Error: -3.6538193970918655 Total: 45.4188; Orientation: 0.1793; Line Search: 28.5798
Adding measurement 6d92b5c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.986e+02, gradient 5.726e-05, dot -0.420; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6538193970918655, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 6d92b5c0 to history. Total: 3
th(0)=-3.6538193970918655;dx=-1.834588648641446E-9
New Minimum: -3.6538193970918655 > -3.6796158272773027
WOLFE (weak): th(5415186.972548246)=-3.6796158272773027; dx=-1.6737339776139497E-9 evalInputDelta=0.025796430185437202
New Minimum: -3.6796158272773027 > -3.7012728918343782
END: th(1.0830373945096493E7)=-3.7012728918343782; dx=-1.2743900323750944E-9 evalInputDelta=0.0474534947425127
Fitness changed from -3.6538193970918655 to -3.7012728918343782
Iteration 17 complete. Error: -3.7012728918343782 Total: 61.0993; Orientation: 0.1800; Line Search: 43.8639
Adding measurement ece9982 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.004e+03, gradient 4.885e-05, dot -0.565; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7012728918343782, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement ece9982 to history. Total: 3
th(0)=-3.7012728918343782;dx=-2.209040403927724E-9
New Minimum: -3.7012728918343782 > -3.7451424580067396
END: th(2.3333333333333354E7)=-3.7451424580067396; dx=-7.089845960467999E-10 evalInputDelta=0.043869566172361374
Fitness changed from -3.7012728918343782 to -3.7451424580067396
Iteration 18 complete. Error: -3.7451424580067396 Total: 47.2321; Orientation: 0.1803; Line Search: 30.4336
Adding measurement 3f4c5f34 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.024e+03, gradient 7.138e-05, dot -0.338; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7451424580067396, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 3f4c5f34 to history. Total: 3
th(0)=-3.7451424580067396;dx=-4.735362935550121E-9
Armijo: th(5.0270142767410666E7)=-3.4038119465112686; dx=4.079020636979973E-9 evalInputDelta=-0.341330511495471
Armijo: th(2.5135071383705333E7)=-3.6569411531090736; dx=4.216526984238954E-9 evalInputDelta=-0.08820130489766598
New Minimum: -3.7451424580067396 > -3.762440361082554
WOLF (strong): th(8378357.127901778)=-3.762440361082554; dx=1.0846333568459375E-9 evalInputDelta=0.017297903075814247
END: th(2094589.2819754444)=-3.758898600935936; dx=-2.7704617354157723E-9 evalInputDelta=0.013756142929196358
Fitness changed from -3.7451424580067396 to -3.762440361082554
Iteration 19 complete. Error: -3.762440361082554 Total: 95.2671; Orientation: 0.1802; Line Search: 80.2206
Adding measurement 4e53277 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.190e+02, gradient 8.255e-05, dot -0.265; [31c64bb3-60ca-46bd-a451-bc21e84e23c1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.762440361082554, -1.6514589041471481, -1.1456522196531296, -1.145645372569561
LBFGS Accumulation History: 3 points
Removed measurement 4e53277 to history. Total: 3
th(0)=-3.762440361082554;dx=-6.418515875101579E-9
New Minimum: -3.762440361082554 > -3.785412024706602
WOLF (strong): th(4512655.810456873)=-3.785412024706602; dx=4.947599696182054E-10 evalInputDelta=0.022971663624048233
END: th(2256327.9052284365)=-3.780989518389106; dx=-2.6769902677688793E-9 evalInputDelta=0.018549157306551933
Fitness changed from -3.762440361082554 to -3.785412024706602
Iteration 20 complete. Error: -3.785412024706602 Total: 62.4023; Orientation: 0.2608; Line Search: 45.5186
Final threshold in iteration 21: -3.785412024706602 (> -Infinity) after 1336.913s (< 5400.000s)
