Reset training subject: 133028105242900
Reset training subject: 133096560887400
Adding measurement 4089bb82 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.7195039950311184;dx=-3.4860649334851654E-6
New Minimum: 2.7195039950311184 > 2.7195001989603043
WOLFE (weak): th(2.154434690031884)=2.7195001989603043; dx=-3.1550483785927713E-6 evalInputDelta=3.7960708141326904E-6
New Minimum: 2.7195001989603043 > 2.7194968573749065
WOLFE (weak): th(4.308869380063768)=2.7194968573749065; dx=-3.1550684606581522E-6 evalInputDelta=7.137656211853027E-6
New Minimum: 2.7194968573749065 > 2.7194835357367992
WOLFE (weak): th(12.926608140191302)=2.7194835357367992; dx=-3.155051753444812E-6 evalInputDelta=2.0459294319152832E-5
New Minimum: 2.7194835357367992 > 2.719422359019518
WOLFE (weak): th(51.70643256076521)=2.719422359019518; dx=-3.1551422578471168E-6 evalInputDelta=8.163601160049438E-5
New Minimum: 2.719422359019518 > 2.7190961614251137
WOLFE (weak): th(258.53216280382605)=2.7190961614251137; dx=-3.154953679021964E-6 evalInputDelta=4.0783360600471497E-4
New Minimum: 2.7190961614251137 > 2.717057265341282
WOLFE (weak): th(1551.1929768229563)=2.717057265341282; dx=-3.1540604713220947E-6 evalInputDelta=0.002446729689836502
New Minimum: 2.717057265341282 > 2.7023999989032745
WOLFE (weak): th(10858.350837760694)=2.7023999989032745; dx=-3.144736234557871E-6 evalInputDelta=0.017103996127843857
New Minimum: 2.7023999989032745 > 2.5844659358263016
END: th(86866.80670208555)=2.5844659358263016; dx=-3.055051394094258E-6 evalInputDelta=0.13503805920481682
Fitness changed from 2.7195039950311184 to 2.5844659358263016
Iteration 1 complete. Error: 2.5844659358263016 Total: 781.5092; Orientation: 0.0525; Line Search: 586.3505
Adding measurement 28411e2f to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.5844659358263016;dx=-3.0362215765694553E-6
New Minimum: 2.5844659358263016 > 2.3107153922319412
WOLFE (weak): th(187148.86177126726)=2.3107153922319412; dx=-2.797685052861359E-6 evalInputDelta=0.27375054359436035
New Minimum: 2.3107153922319412 > 2.0630696825683117
END: th(374297.7235425345)=2.0630696825683117; dx=-2.4885053030806454E-6 evalInputDelta=0.5213962532579899
Fitness changed from 2.5844659358263016 to 2.0630696825683117
Iteration 2 complete. Error: 2.0630696825683117 Total: 255.3630; Orientation: 0.0522; Line Search: 188.5128
Adding measurement 7d273c53 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.0630696825683117;dx=-2.4261976287026494E-6
New Minimum: 2.0630696825683117 > 1.2616362497210503
END: th(806400.0000000001)=1.2616362497210503; dx=-1.511866346103827E-6 evalInputDelta=0.8014334328472614
Fitness changed from 2.0630696825683117 to 1.2616362497210503
Iteration 3 complete. Error: 1.2616362497210503 Total: 195.4088; Orientation: 0.0532; Line Search: 129.6263
Adding measurement 43e0c63f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.068e+03, gradient 1.198e-03, dot -0.779; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2616362497210503, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 43e0c63f to history. Total: 3
th(0)=1.2616362497210503;dx=-1.4356327204715339E-6
New Minimum: 1.2616362497210503 > 0.3551762253046036
END: th(1737336.1340417115)=0.3551762253046036; dx=-6.977231959759241E-7 evalInputDelta=0.9064600244164467
Fitness changed from 1.2616362497210503 to 0.3551762253046036
Iteration 4 complete. Error: 0.3551762253046036 Total: 197.3190; Orientation: 0.7968; Line Search: 130.6423
Adding measurement 386024ca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.915e+03, gradient 8.111e-04, dot -0.615; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3551762253046036, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 386024ca to history. Total: 3
th(0)=0.3551762253046036;dx=-6.578345328091788E-7
New Minimum: 0.3551762253046036 > -0.4134487323462963
END: th(3742977.235425346)=-0.4134487323462963; dx=-2.2281492033696943E-7 evalInputDelta=0.7686249576508999
Fitness changed from 0.3551762253046036 to -0.4134487323462963
Iteration 5 complete. Error: -0.4134487323462963 Total: 198.1498; Orientation: 0.7713; Line Search: 133.7990
Adding measurement 2e8f4230 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.445e+03, gradient 6.078e-04, dot -0.499; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4134487323462963, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 2e8f4230 to history. Total: 3
th(0)=-0.4134487323462963;dx=-3.693818873698266E-7
Armijo: th(8064000.000000003)=-0.26652364432811737; dx=1.862252224388044E-7 evalInputDelta=-0.14692508801817894
New Minimum: -0.4134487323462963 > -0.5896166637539864
WOLF (strong): th(4032000.0000000014)=-0.5896166637539864; dx=1.013214489405155E-7 evalInputDelta=0.17616793140769005
END: th(1344000.0000000005)=-0.5840999186038971; dx=-1.4897315343148546E-7 evalInputDelta=0.17065118625760078
Fitness changed from -0.4134487323462963 to -0.5896166637539864
Iteration 6 complete. Error: -0.5896166637539864 Total: 335.2232; Orientation: 0.7536; Line Search: 267.9139
Adding measurement 2bd4eb59 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.282e+02, gradient 9.819e-04, dot -0.193; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5896166637539864, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 2bd4eb59 to history. Total: 3
th(0)=-0.5896166637539864;dx=-9.640851189002908E-7
New Minimum: -0.5896166637539864 > -0.6194347143173218
WOLF (strong): th(2895560.2234028527)=-0.6194347143173218; dx=4.805547193830667E-7 evalInputDelta=0.02981805056333542
New Minimum: -0.6194347143173218 > -0.8584422171115875
WOLF (strong): th(1447780.1117014263)=-0.8584422171115875; dx=9.459960530801565E-8 evalInputDelta=0.26882555335760117
END: th(482593.3705671421)=-0.7680774256587029; dx=-5.277821144041231E-7 evalInputDelta=0.1784607619047165
Fitness changed from -0.5896166637539864 to -0.8584422171115875
Iteration 7 complete. Error: -0.8584422171115875 Total: 327.1728; Orientation: 0.7429; Line Search: 262.5313
Adding measurement 4ac9a9dd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.647e+03, gradient 4.444e-04, dot -0.459; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8584422171115875, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 4ac9a9dd to history. Total: 3
th(0)=-0.8584422171115875;dx=-1.974995421346455E-7
New Minimum: -0.8584422171115875 > -0.935850702226162
END: th(1039715.8987292628)=-0.935850702226162; dx=-1.004746977514387E-7 evalInputDelta=0.07740848511457443
Fitness changed from -0.8584422171115875 to -0.935850702226162
Iteration 8 complete. Error: -0.935850702226162 Total: 198.2414; Orientation: 0.7417; Line Search: 132.3741
Adding measurement 7a27174f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.338e+03, gradient 3.322e-04, dot -0.544; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.935850702226162, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 7a27174f to history. Total: 3
th(0)=-0.935850702226162;dx=-1.1036981157978942E-7
New Minimum: -0.935850702226162 > -1.0212131924927235
END: th(2240000.000000001)=-1.0212131924927235; dx=-4.3450983754467097E-8 evalInputDelta=0.08536249026656151
Fitness changed from -0.935850702226162 to -1.0212131924927235
Iteration 9 complete. Error: -1.0212131924927235 Total: 194.3921; Orientation: 0.7532; Line Search: 128.8621
Adding measurement 6a4c9a4a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.419e+03, gradient 4.649e-04, dot -0.381; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0212131924927235, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 6a4c9a4a to history. Total: 3
th(0)=-1.0212131924927235;dx=-2.1611130553121623E-7
Armijo: th(4825933.705671422)=-0.37891393154859543; dx=4.960849056855629E-7 evalInputDelta=-0.642299260944128
Armijo: th(2412966.852835711)=-0.9106577523052692; dx=3.3247846738396577E-7 evalInputDelta=-0.11055544018745422
New Minimum: -1.0212131924927235 > -1.0614070743322372
WOLF (strong): th(804322.2842785703)=-1.0614070743322372; dx=1.0593936780955889E-8 evalInputDelta=0.04019388183951378
END: th(201080.57106964258)=-1.0399326346814632; dx=-1.5639432956598892E-7 evalInputDelta=0.018719442188739777
Fitness changed from -1.0212131924927235 to -1.0614070743322372
Iteration 10 complete. Error: -1.0614070743322372 Total: 397.0913; Orientation: 0.7463; Line Search: 330.1312
Adding measurement 2e9fe9e1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.040e+03, gradient 3.602e-04, dot -0.433; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0614070743322372, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 2e9fe9e1 to history. Total: 3
th(0)=-1.0614070743322372;dx=-1.297550988660871E-7
New Minimum: -1.0614070743322372 > -1.083892311900854
END: th(433214.9578038596)=-1.083892311900854; dx=-7.812391061832199E-8 evalInputDelta=0.022485237568616867
Fitness changed from -1.0614070743322372 to -1.083892311900854
Iteration 11 complete. Error: -1.083892311900854 Total: 198.8794; Orientation: 0.7451; Line Search: 132.0581
Adding measurement 6fb72526 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.185e+03, gradient 2.679e-04, dot -0.589; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.083892311900854, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 6fb72526 to history. Total: 3
th(0)=-1.083892311900854;dx=-7.17932041827663E-8
New Minimum: -1.083892311900854 > -1.11603819206357
WOLFE (weak): th(933333.333333334)=-1.11603819206357; dx=-6.610242929969049E-8 evalInputDelta=0.03214588016271591
New Minimum: -1.11603819206357 > -1.1456576101481915
END: th(1866666.666666668)=-1.1456576101481915; dx=-6.084752248303576E-8 evalInputDelta=0.06176529824733734
Fitness changed from -1.083892311900854 to -1.1456576101481915
Iteration 12 complete. Error: -1.1456576101481915 Total: 264.9112; Orientation: 0.7475; Line Search: 198.3717
Adding measurement 43f9cff2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.151e+03, gradient 2.629e-04, dot -0.569; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1456576101481915, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 43f9cff2 to history. Total: 3
th(0)=-1.1456576101481915;dx=-6.909165622587963E-8
New Minimum: -1.1456576101481915 > -1.2222864739596844
END: th(4021611.4213928524)=-1.2222864739596844; dx=-1.179598555937436E-8 evalInputDelta=0.07662886381149292
Fitness changed from -1.1456576101481915 to -1.2222864739596844
Iteration 13 complete. Error: -1.2222864739596844 Total: 198.8311; Orientation: 0.7427; Line Search: 131.8265
Adding measurement 56c474 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.446e+03, gradient 5.711e-04, dot -0.228; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2222864739596844, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 56c474 to history. Total: 3
th(0)=-1.2222864739596844;dx=-3.2619070397347114E-7
Armijo: th(8664299.156077193)=2.2418253384530544; dx=9.99050093025506E-7 evalInputDelta=-3.464111812412739
Armijo: th(4332149.578038597)=-0.12141263857483864; dx=1.0247942196634786E-6 evalInputDelta=-1.1008738353848457
Armijo: th(1444049.8593461988)=-1.199129581451416; dx=3.4899633763550967E-7 evalInputDelta=-0.023156892508268356
New Minimum: -1.2222864739596844 > -1.263807013630867
END: th(361012.4648365497)=-1.263807013630867; dx=-1.3542969806390134E-7 evalInputDelta=0.04152053967118263
Fitness changed from -1.2222864739596844 to -1.263807013630867
Iteration 14 complete. Error: -1.263807013630867 Total: 393.9753; Orientation: 0.7584; Line Search: 324.5560
Adding measurement 2d840051 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.785e+03, gradient 2.777e-04, dot -0.446; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.263807013630867, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 2d840051 to history. Total: 3
th(0)=-1.263807013630867;dx=-7.709456260727457E-8
New Minimum: -1.263807013630867 > -1.2855311445891857
END: th(777777.7777777783)=-1.2855311445891857; dx=-3.490627818886807E-8 evalInputDelta=0.02172413095831871
Fitness changed from -1.263807013630867 to -1.2855311445891857
Iteration 15 complete. Error: -1.2855311445891857 Total: 199.6531; Orientation: 0.7332; Line Search: 131.4498
Adding measurement 1e446372 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.924e+03, gradient 2.291e-04, dot -0.547; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2855311445891857, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 1e446372 to history. Total: 3
th(0)=-1.2855311445891857;dx=-5.250885983867531E-8
New Minimum: -1.2855311445891857 > -1.3204175606369972
END: th(1675671.4255803553)=-1.3204175606369972; dx=-3.144927874344657E-8 evalInputDelta=0.03488641604781151
Fitness changed from -1.2855311445891857 to -1.3204175606369972
Iteration 16 complete. Error: -1.3204175606369972 Total: 199.5388; Orientation: 0.7627; Line Search: 133.1156
Adding measurement 65606075 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.724e+03, gradient 2.606e-04, dot -0.447; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3204175606369972, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 65606075 to history. Total: 3
th(0)=-1.3204175606369972;dx=-6.790112222045802E-8
Armijo: th(3610124.6483654976)=-1.2972840294241905; dx=8.415108351292469E-8 evalInputDelta=-0.0231335312128067
New Minimum: -1.3204175606369972 > -1.343101654201746
WOLF (strong): th(1805062.3241827488)=-1.343101654201746; dx=1.524907804284634E-8 evalInputDelta=0.022684093564748764
END: th(601687.4413942496)=-1.3364009447395802; dx=-3.861627299635001E-8 evalInputDelta=0.01598338410258293
Fitness changed from -1.3204175606369972 to -1.343101654201746
Iteration 17 complete. Error: -1.343101654201746 Total: 328.3297; Orientation: 0.7503; Line Search: 263.1507
Adding measurement 7da70fec to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.976e+03, gradient 4.086e-04, dot -0.308; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.343101654201746, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 7da70fec to history. Total: 3
th(0)=-1.343101654201746;dx=-1.669635620120945E-7
New Minimum: -1.343101654201746 > -1.3564115837216377
WOLF (strong): th(1296296.2962962973)=-1.3564115837216377; dx=1.1846124127693997E-7 evalInputDelta=0.013309929519891739
New Minimum: -1.3564115837216377 > -1.3729386255145073
END: th(648148.1481481487)=-1.3729386255145073; dx=-1.8708631149135943E-8 evalInputDelta=0.029836971312761307
Fitness changed from -1.343101654201746 to -1.3729386255145073
Iteration 18 complete. Error: -1.3729386255145073 Total: 269.5452; Orientation: 0.7384; Line Search: 199.9319
Adding measurement 743750c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.758e+03, gradient 2.050e-04, dot -0.546; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3729386255145073, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 743750c to history. Total: 3
th(0)=-1.3729386255145073;dx=-4.202784391452837E-8
New Minimum: -1.3729386255145073 > -1.3984890691936016
END: th(1396392.8546502963)=-1.3984890691936016; dx=-3.1430576827463776E-8 evalInputDelta=0.025550443679094315
Fitness changed from -1.3729386255145073 to -1.3984890691936016
Iteration 19 complete. Error: -1.3984890691936016 Total: 194.3557; Orientation: 0.7503; Line Search: 130.6071
Adding measurement 252b652b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.821e+03, gradient 2.096e-04, dot -0.532; [360c989d-16f1-4f6f-87c3-af1385a51491 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3984890691936016, 2.0630696825683117, 2.5844659358263016, 2.7195039950311184
LBFGS Accumulation History: 3 points
Removed measurement 252b652b to history. Total: 3
th(0)=-1.3984890691936016;dx=-4.394682363927278E-8
New Minimum: -1.3984890691936016 > -1.432621318846941
END: th(3008437.2069712486)=-1.432621318846941; dx=-3.4844254758838693E-9 evalInputDelta=0.034132249653339386
Fitness changed from -1.3984890691936016 to -1.432621318846941
Iteration 20 complete. Error: -1.432621318846941 Total: 199.1204; Orientation: 0.7487; Line Search: 132.7482
Final threshold in iteration 20: -1.432621318846941 (> -Infinity) after 5527.011s (< 5400.000s)
