Reset training subject: 923828410001600
Reset training subject: 923832937838000
Adding measurement 215f76f4 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=1.6109168827533722;dx=-6.91516442073461E-7
New Minimum: 1.6109168827533722 > 1.6109162494540215
WOLFE (weak): th(2.154434690031884)=1.6109162494540215; dx=-6.915170055508436E-7 evalInputDelta=6.332993507385254E-7
New Minimum: 1.6109162494540215 > 1.6109150797128677
WOLFE (weak): th(4.308869380063768)=1.6109150797128677; dx=-6.915244797967002E-7 evalInputDelta=1.8030405044555664E-6
New Minimum: 1.6109150797128677 > 1.6109100356698036
WOLFE (weak): th(12.926608140191302)=1.6109100356698036; dx=-6.915212358180307E-7 evalInputDelta=6.847083568572998E-6
New Minimum: 1.6109100356698036 > 1.610889084637165
WOLFE (weak): th(51.70643256076521)=1.610889084637165; dx=-6.916170559020059E-7 evalInputDelta=2.7798116207122803E-5
New Minimum: 1.610889084637165 > 1.6107778549194336
WOLFE (weak): th(258.53216280382605)=1.6107778549194336; dx=-6.914404770245374E-7 evalInputDelta=1.3902783393859863E-4
New Minimum: 1.6107778549194336 > 1.610082745552063
WOLFE (weak): th(1551.1929768229563)=1.610082745552063; dx=-6.91488259498342E-7 evalInputDelta=8.341372013092041E-4
New Minimum: 1.610082745552063 > 1.6050939932465553
WOLFE (weak): th(10858.350837760694)=1.6050939932465553; dx=-6.86220285160728E-7 evalInputDelta=0.005822889506816864
New Minimum: 1.6050939932465553 > 1.565880797803402
WOLFE (weak): th(86866.80670208555)=1.565880797803402; dx=-6.422097730482063E-7 evalInputDelta=0.045036084949970245
New Minimum: 1.565880797803402 > 1.343377560377121
END: th(781801.26031877)=1.343377560377121; dx=-2.6850213640761446E-7 evalInputDelta=0.2675393223762512
Fitness changed from 1.6109168827533722 to 1.343377560377121
Iteration 1 complete. Error: 1.343377560377121 Total: 49.3837; Orientation: 0.0627; Line Search: 37.6423
Iteration 1
Adding measurement 12541340 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.343377560377121;dx=-5.256930010274602E-7
New Minimum: 1.343377560377121 > 1.1042920351028442
END: th(1684339.7559414052)=1.1042920351028442; dx=-7.895943648999571E-8 evalInputDelta=0.23908552527427673
Fitness changed from 1.343377560377121 to 1.1042920351028442
Iteration 2 complete. Error: 1.1042920351028442 Total: 11.5278; Orientation: 0.0694; Line Search: 7.6884
Iteration 2
Adding measurement 696ab1ae to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.1042920351028442;dx=-4.5486873488490216E-7
New Minimum: 1.1042920351028442 > 0.9262237250804901
END: th(3628800.0)=0.9262237250804901; dx=-7.609520676240884E-9 evalInputDelta=0.17806831002235413
Fitness changed from 1.1042920351028442 to 0.9262237250804901
Iteration 3 complete. Error: 0.9262237250804901 Total: 12.2801; Orientation: 0.0723; Line Search: 8.4705
Iteration 3
Adding measurement 55020f59 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.722e+03, gradient 5.989e-04, dot -0.741; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6109168827533722, 1.343377560377121, 1.1042920351028442, 0.9262237250804901
LBFGS Accumulation History: 3 points
Removed measurement 215f76f4 to history. Total: 4
th(0)=0.9262237250804901;dx=-3.5868935575996255E-7
New Minimum: 0.9262237250804901 > 0.8392335474491119
WOLF (strong): th(7818012.6031877)=0.8392335474491119; dx=1.5248915371269512E-8 evalInputDelta=0.08699017763137817
New Minimum: 0.8392335474491119 > 0.7283839136362076
WOLF (strong): th(3909006.30159385)=0.7283839136362076; dx=6.005579013983578E-9 evalInputDelta=0.19783981144428253
New Minimum: 0.7283839136362076 > 0.7243227064609528
END: th(1303002.1005312833)=0.7243227064609528; dx=-7.498741927164184E-8 evalInputDelta=0.20190101861953735
Fitness changed from 0.9262237250804901 to 0.7243227064609528
Iteration 4 complete. Error: 0.7243227064609528 Total: 20.8448; Orientation: 1.9496; Line Search: 15.1775
Iteration 4
Adding measurement 178d9635 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.321e+02, gradient 4.340e-04, dot -0.803; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.343377560377121, 1.1042920351028442, 0.9262237250804901, 0.7243227064609528
LBFGS Accumulation History: 3 points
Removed measurement 12541340 to history. Total: 4
th(0)=0.7243227064609528;dx=-1.8834360832576743E-7
New Minimum: 0.7243227064609528 > 0.6092240810394287
END: th(2807232.9265690087)=0.6092240810394287; dx=-9.706827159961368E-9 evalInputDelta=0.11509862542152405
Fitness changed from 0.7243227064609528 to 0.6092240810394287
Iteration 5 complete. Error: 0.6092240810394287 Total: 13.2084; Orientation: 1.9015; Line Search: 7.7331
Iteration 5
Adding measurement 637eaa40 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.031e+03, gradient 4.392e-04, dot -0.683; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1042920351028442, 0.9262237250804901, 0.7243227064609528, 0.6092240810394287
LBFGS Accumulation History: 3 points
Removed measurement 696ab1ae to history. Total: 4
th(0)=0.6092240810394287;dx=-1.9289764561087206E-7
New Minimum: 0.6092240810394287 > 0.5944945812225342
WOLF (strong): th(6048000.0)=0.5944945812225342; dx=1.7093509848793515E-8 evalInputDelta=0.014729499816894531
New Minimum: 0.5944945812225342 > 0.5120822787284851
WOLF (strong): th(3024000.0)=0.5120822787284851; dx=1.1496022414250685E-8 evalInputDelta=0.0971418023109436
New Minimum: 0.5120822787284851 > 0.5095374286174774
END: th(1008000.0)=0.5095374286174774; dx=-5.319160703215231E-8 evalInputDelta=0.0996866524219513
Fitness changed from 0.6092240810394287 to 0.5095374286174774
Iteration 6 complete. Error: 0.5095374286174774 Total: 20.9472; Orientation: 1.8775; Line Search: 15.3291
Adding measurement 296ac6ae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.563e+02, gradient 3.152e-04, dot -0.791; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9262237250804901, 0.7243227064609528, 0.6092240810394287, 0.5095374286174774
LBFGS Accumulation History: 3 points
Removed measurement 55020f59 to history. Total: 4
th(0)=0.5095374286174774;dx=-9.932372839361936E-8
New Minimum: 0.5095374286174774 > 0.43856367468833923
END: th(2171670.1675521387)=0.43856367468833923; dx=-1.0646267328371419E-8 evalInputDelta=0.07097375392913818
Fitness changed from 0.5095374286174774 to 0.43856367468833923
Iteration 7 complete. Error: 0.43856367468833923 Total: 14.4840; Orientation: 1.8985; Line Search: 7.7044
Adding measurement 468a55dd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.779e+02, gradient 3.136e-04, dot -0.659; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7243227064609528, 0.6092240810394287, 0.5095374286174774, 0.43856367468833923
LBFGS Accumulation History: 3 points
Removed measurement 178d9635 to history. Total: 4
th(0)=0.43856367468833923;dx=-9.832483768915082E-8
New Minimum: 0.43856367468833923 > 0.42019742727279663
WOLF (strong): th(4678721.544281681)=0.42019742727279663; dx=6.984820754145331E-9 evalInputDelta=0.018366247415542603
New Minimum: 0.42019742727279663 > 0.3890579640865326
WOLF (strong): th(2339360.7721408405)=0.3890579640865326; dx=3.6614597581209294E-9 evalInputDelta=0.04950571060180664
END: th(779786.9240469468)=0.3939509987831116; dx=-3.992515448587018E-8 evalInputDelta=0.04461267590522766
Fitness changed from 0.43856367468833923 to 0.3890579640865326
Iteration 8 complete. Error: 0.3890579640865326 Total: 20.8254; Orientation: 1.9883; Line Search: 15.2725
Adding measurement 35bb5c00 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.213e+02, gradient 3.159e-04, dot -0.654; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6092240810394287, 0.5095374286174774, 0.43856367468833923, 0.3890579640865326
LBFGS Accumulation History: 3 points
Removed measurement 637eaa40 to history. Total: 4
th(0)=0.3890579640865326;dx=-9.981419362253714E-8
New Minimum: 0.3890579640865326 > 0.3314628601074219
END: th(1680000.0)=0.3314628601074219; dx=-5.996639496367943E-9 evalInputDelta=0.05759510397911072
Fitness changed from 0.3890579640865326 to 0.3314628601074219
Iteration 9 complete. Error: 0.3314628601074219 Total: 13.0339; Orientation: 1.8833; Line Search: 7.5017
Adding measurement 4e7928e5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.694e+02, gradient 2.385e-04, dot -0.696; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5095374286174774, 0.43856367468833923, 0.3890579640865326, 0.3314628601074219
LBFGS Accumulation History: 3 points
Removed measurement 296ac6ae to history. Total: 4
th(0)=0.3314628601074219;dx=-5.689307255209842E-8
New Minimum: 0.3314628601074219 > 0.29704034328460693
WOLF (strong): th(3619450.279253565)=0.29704034328460693; dx=6.001254634495076E-9 evalInputDelta=0.03442251682281494
New Minimum: 0.29704034328460693 > 0.2890128791332245
END: th(1809725.1396267824)=0.2890128791332245; dx=-1.0131464414452581E-8 evalInputDelta=0.04244998097419739
Fitness changed from 0.3314628601074219 to 0.2890128791332245
Iteration 10 complete. Error: 0.2890128791332245 Total: 17.3695; Orientation: 1.9089; Line Search: 11.7669
Iteration 10
Adding measurement 36788e8f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.355e+02, gradient 2.054e-04, dot -0.721; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.43856367468833923, 0.3890579640865326, 0.3314628601074219, 0.2890128791332245
LBFGS Accumulation History: 3 points
Removed measurement 468a55dd to history. Total: 4
th(0)=0.2890128791332245;dx=-4.220005187631714E-8
New Minimum: 0.2890128791332245 > 0.2586977481842041
WOLF (strong): th(3898934.6202347344)=0.2586977481842041; dx=1.8899318890857978E-9 evalInputDelta=0.030315130949020386
New Minimum: 0.2586977481842041 > 0.2558424770832062
END: th(1949467.3101173672)=0.2558424770832062; dx=-8.940856172938964E-9 evalInputDelta=0.03317040205001831
Fitness changed from 0.2890128791332245 to 0.2558424770832062
Iteration 11 complete. Error: 0.2558424770832062 Total: 17.1793; Orientation: 1.8904; Line Search: 11.4976
Adding measurement 5e1ab04e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.027e+02, gradient 1.842e-04, dot -0.728; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3890579640865326, 0.3314628601074219, 0.2890128791332245, 0.2558424770832062
LBFGS Accumulation History: 3 points
Removed measurement 35bb5c00 to history. Total: 4
th(0)=0.2558424770832062;dx=-3.392043526465163E-8
New Minimum: 0.2558424770832062 > 0.23447909951210022
WOLF (strong): th(4200000.0)=0.23447909951210022; dx=3.2309064359309904E-9 evalInputDelta=0.021363377571105957
New Minimum: 0.23447909951210022 > 0.22729569673538208
END: th(2100000.0)=0.22729569673538208; dx=-5.359365418062354E-9 evalInputDelta=0.028546780347824097
Fitness changed from 0.2558424770832062 to 0.22729569673538208
Iteration 12 complete. Error: 0.22729569673538208 Total: 17.0614; Orientation: 1.8769; Line Search: 11.4929
Adding measurement 3e9d8fda to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.494e+02, gradient 1.886e-04, dot -0.656; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3314628601074219, 0.2890128791332245, 0.2558424770832062, 0.22729569673538208
LBFGS Accumulation History: 3 points
Removed measurement 4e7928e5 to history. Total: 4
th(0)=0.22729569673538208;dx=-3.5566453754528795E-8
Armijo: th(4524312.849066956)=0.22764354944229126; dx=1.0056667952245201E-8 evalInputDelta=-3.478527069091797E-4
New Minimum: 0.22729569673538208 > 0.20588916540145874
WOLF (strong): th(2262156.424533478)=0.20588916540145874; dx=1.0695797205186414E-9 evalInputDelta=0.02140653133392334
END: th(754052.1415111594)=0.21077212691307068; dx=-1.7962378222052596E-8 evalInputDelta=0.0165235698223114
Fitness changed from 0.22729569673538208 to 0.20588916540145874
Iteration 13 complete. Error: 0.20588916540145874 Total: 21.2092; Orientation: 1.9139; Line Search: 15.6583
Adding measurement 4aed82c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.772e+02, gradient 2.032e-04, dot -0.610; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2890128791332245, 0.2558424770832062, 0.22729569673538208, 0.20588916540145874
LBFGS Accumulation History: 3 points
Removed measurement 36788e8f to history. Total: 4
th(0)=0.20588916540145874;dx=-4.1304387512094816E-8
New Minimum: 0.20588916540145874 > 0.18196988105773926
END: th(1624556.091764473)=0.18196988105773926; dx=-2.2994071815183374E-9 evalInputDelta=0.023919284343719482
Fitness changed from 0.20588916540145874 to 0.18196988105773926
Iteration 14 complete. Error: 0.18196988105773926 Total: 13.3092; Orientation: 1.9178; Line Search: 7.6845
Adding measurement 336dd178 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.517e+02, gradient 1.618e-04, dot -0.680; [f2dada80-4fb5-4eba-87e8-63c6a2ca45b1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2558424770832062, 0.22729569673538208, 0.20588916540145874, 0.18196988105773926
LBFGS Accumulation History: 3 points
Removed measurement 5e1ab04e to history. Total: 4
th(0)=0.18196988105773926;dx=-2.618975250247354E-8
New Minimum: 0.18196988105773926 > 0.17047765851020813
WOLF (strong): th(3500000.000000001)=0.17047765851020813; dx=5.43498728953671E-9 evalInputDelta=0.011492222547531128
New Minimum: 0.17047765851020813 > 0.1627921462059021
END: th(1750000.0000000005)=0.1627921462059021; dx=-4.073344107536047E-9 evalInputDelta=0.019177734851837158
Fitness changed from 0.18196988105773926 to 0.1627921462059021
Iteration 15 complete. Error: 0.1627921462059021 Total: 17.2149; Orientation: 1.9656; Line Search: 11.6244
Iteration 15
Final threshold in iteration 16: 0.1627921462059021 (> -Infinity) after 279.923s (< 1800.000s)