Reset training subject: 598209257127200
Reset training subject: 598242973726100
Adding measurement 3ae6353b to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=5.785963706672192;dx=-1.817481859948713E-8
New Minimum: 5.785963706672192 > 5.785963602364063
WOLFE (weak): th(2.154434690031884)=5.785963602364063; dx=-1.7808968501209327E-8 evalInputDelta=1.043081283569336E-7
New Minimum: 5.785963602364063 > 5.785962857306004
WOLFE (weak): th(4.308869380063768)=5.785962857306004; dx=-1.793518222592509E-8 evalInputDelta=8.493661880493164E-7
New Minimum: 5.785962857306004 > 5.785961285233498
WOLFE (weak): th(12.926608140191302)=5.785961285233498; dx=-1.7539084380821377E-8 evalInputDelta=2.421438694000244E-6
New Minimum: 5.785961285233498 > 5.785954333841801
WOLFE (weak): th(51.70643256076521)=5.785954333841801; dx=-1.7697039123547434E-8 evalInputDelta=9.372830390930176E-6
New Minimum: 5.785954333841801 > 5.785917282104492
WOLFE (weak): th(258.53216280382605)=5.785917282104492; dx=-1.822482927006064E-8 evalInputDelta=4.642456769943237E-5
New Minimum: 5.785917282104492 > 5.785686060786247
WOLFE (weak): th(1551.1929768229563)=5.785686060786247; dx=-1.826519862203075E-8 evalInputDelta=2.7764588594436646E-4
New Minimum: 5.785686060786247 > 5.784021250903606
WOLFE (weak): th(10858.350837760694)=5.784021250903606; dx=-1.7852566524654615E-8 evalInputDelta=0.001942455768585205
New Minimum: 5.784021250903606 > 5.770472638309002
WOLFE (weak): th(86866.80670208555)=5.770472638309002; dx=-1.787260189602529E-8 evalInputDelta=0.015491068363189697
New Minimum: 5.770472638309002 > 5.651093676686287
END: th(781801.26031877)=5.651093676686287; dx=-1.615404145889108E-8 evalInputDelta=0.1348700299859047
Fitness changed from 5.785963706672192 to 5.651093676686287
Iteration 1 complete. Error: 5.651093676686287 Total: 442.9510; Orientation: 0.0455; Line Search: 339.9787
Adding measurement cc0abfc to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.651093676686287;dx=-1.627093717013712E-8
New Minimum: 5.651093676686287 > 5.408080965280533
END: th(1684339.7559414052)=5.408080965280533; dx=-1.1540228726755661E-8 evalInputDelta=0.2430127114057541
Fitness changed from 5.651093676686287 to 5.408080965280533
Iteration 2 complete. Error: 5.408080965280533 Total: 97.9943; Orientation: 0.0457; Line Search: 63.8730
Adding measurement 659f8d46 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.408080965280533;dx=-1.347665980254948E-8
New Minimum: 5.408080965280533 > 5.047982767224312
END: th(3628800.0)=5.047982767224312; dx=-9.266970785970431E-9 evalInputDelta=0.360098198056221
Fitness changed from 5.408080965280533 to 5.047982767224312
Iteration 3 complete. Error: 5.047982767224312 Total: 104.1893; Orientation: 0.0476; Line Search: 69.0612
Adding measurement 6e28fb33 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.230e+03, gradient 1.083e-04, dot -0.768; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.047982767224312, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 6e28fb33 to history. Total: 3
th(0)=5.047982767224312;dx=-1.1319409651868127E-8
New Minimum: 5.047982767224312 > 4.7315098494291306
END: th(7818012.6031877)=4.7315098494291306; dx=-4.430697047278214E-9 evalInputDelta=0.3164729177951813
Fitness changed from 5.047982767224312 to 4.7315098494291306
Iteration 4 complete. Error: 4.7315098494291306 Total: 104.7490; Orientation: 0.6703; Line Search: 68.9594
Adding measurement 2359719a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.129e+03, gradient 1.157e-04, dot -0.501; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.7315098494291306, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 2359719a to history. Total: 3
th(0)=4.7315098494291306;dx=-1.2706658193515736E-8
Armijo: th(1.684339755941405E7)=4.810852684080601; dx=-3.6442840010933845E-10 evalInputDelta=-0.07934283465147018
New Minimum: 4.7315098494291306 > 4.514352150261402
END: th(8421698.779707026)=4.514352150261402; dx=-8.403769527513328E-10 evalInputDelta=0.21715769916772842
Fitness changed from 4.7315098494291306 to 4.514352150261402
Iteration 5 complete. Error: 4.514352150261402 Total: 136.3606; Orientation: 0.7079; Line Search: 100.8222
Adding measurement 2c7df55d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.746e+03, gradient 1.267e-04, dot -0.415; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.514352150261402, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 2c7df55d to history. Total: 3
th(0)=4.514352150261402;dx=-1.561224135951022E-8
Armijo: th(1.8144E7)=4.869053244590759; dx=1.0991100426635415E-9 evalInputDelta=-0.35470109432935715
New Minimum: 4.514352150261402 > 4.41120358556509
WOLF (strong): th(9072000.0)=4.41120358556509; dx=2.374278599412073E-9 evalInputDelta=0.10314856469631195
New Minimum: 4.41120358556509 > 4.276072099804878
END: th(3024000.0)=4.276072099804878; dx=-8.695174906788994E-9 evalInputDelta=0.2382800504565239
Fitness changed from 4.514352150261402 to 4.276072099804878
Iteration 6 complete. Error: 4.276072099804878 Total: 175.8977; Orientation: 0.6744; Line Search: 140.6730
Adding measurement c043db4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.963e+03, gradient 1.044e-04, dot -0.562; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.276072099804878, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement c043db4 to history. Total: 3
th(0)=4.276072099804878;dx=-1.048941469315296E-8
New Minimum: 4.276072099804878 > 4.162165850400925
END: th(6515010.502656417)=4.162165850400925; dx=-1.8462914590122644E-9 evalInputDelta=0.11390624940395355
Fitness changed from 4.276072099804878 to 4.162165850400925
Iteration 7 complete. Error: 4.162165850400925 Total: 103.8566; Orientation: 0.9152; Line Search: 68.1339
Adding measurement 542ab12 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.386e+03, gradient 1.168e-04, dot -0.484; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.162165850400925, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 542ab12 to history. Total: 3
th(0)=4.162165850400925;dx=-1.355097836126973E-8
Armijo: th(1.4036164632845046E7)=4.472646236419678; dx=7.149671373534701E-10 evalInputDelta=-0.31048038601875305
Armijo: th(7018082.316422523)=4.162332847714424; dx=1.5219425275346187E-9 evalInputDelta=-1.6699731349945068E-4
New Minimum: 4.162165850400925 > 4.024406470358372
END: th(2339360.772140841)=4.024406470358372; dx=-6.157003912155966E-9 evalInputDelta=0.13775938004255295
Fitness changed from 4.162165850400925 to 4.024406470358372
Iteration 8 complete. Error: 4.024406470358372 Total: 167.4543; Orientation: 0.6617; Line Search: 133.6440
Adding measurement 4219d9d6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.534e+03, gradient 9.137e-05, dot -0.647; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.024406470358372, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 4219d9d6 to history. Total: 3
th(0)=4.024406470358372;dx=-5.610112361505429E-9
New Minimum: 4.024406470358372 > 3.9624804109334946
END: th(5040000.000000001)=3.9624804109334946; dx=-3.5814477731837053E-9 evalInputDelta=0.06192605942487717
Fitness changed from 4.024406470358372 to 3.9624804109334946
Iteration 9 complete. Error: 3.9624804109334946 Total: 102.2688; Orientation: 0.6396; Line Search: 67.3625
Adding measurement 45db1710 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.500e+03, gradient 1.036e-04, dot -0.568; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9624804109334946, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 45db1710 to history. Total: 3
th(0)=3.9624804109334946;dx=-9.962237008777635E-9
Armijo: th(1.0858350837760696E7)=4.209602624177933; dx=-1.7023171186345895E-10 evalInputDelta=-0.24712221324443817
Armijo: th(5429175.418880348)=3.984577566385269; dx=-2.1896913965162052E-10 evalInputDelta=-0.022097155451774597
New Minimum: 3.9624804109334946 > 3.8878971338272095
END: th(1809725.1396267826)=3.8878971338272095; dx=-5.346012029673239E-9 evalInputDelta=0.0745832771062851
Fitness changed from 3.9624804109334946 to 3.8878971338272095
Iteration 10 complete. Error: 3.8878971338272095 Total: 176.1199; Orientation: 0.6439; Line Search: 140.0929
Adding measurement 291beb45 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.989e+03, gradient 8.716e-05, dot -0.674; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8878971338272095, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 291beb45 to history. Total: 3
th(0)=3.8878971338272095;dx=-7.218754733072186E-9
New Minimum: 3.8878971338272095 > 3.851017691195011
END: th(3898934.620234735)=3.851017691195011; dx=-2.5430743310163647E-9 evalInputDelta=0.036879442632198334
Fitness changed from 3.8878971338272095 to 3.851017691195011
Iteration 11 complete. Error: 3.851017691195011 Total: 104.1294; Orientation: 0.6661; Line Search: 68.7218
Adding measurement 54920951 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.101e+03, gradient 1.106e-04, dot -0.368; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.851017691195011, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 54920951 to history. Total: 3
th(0)=3.851017691195011;dx=-6.871599770289729E-9
New Minimum: 3.851017691195011 > 3.792129263281822
WOLF (strong): th(8400000.000000002)=3.792129263281822; dx=2.2460552514662282E-9 evalInputDelta=0.058888427913188934
New Minimum: 3.792129263281822 > 3.705498233437538
WOLF (strong): th(4200000.000000001)=3.705498233437538; dx=1.1468810210280549E-9 evalInputDelta=0.145519457757473
END: th(1400000.0000000002)=3.75101488083601; dx=-3.1255851378526243E-9 evalInputDelta=0.10000281035900116
Fitness changed from 3.851017691195011 to 3.705498233437538
Iteration 12 complete. Error: 3.705498233437538 Total: 174.0374; Orientation: 0.6385; Line Search: 139.7444
Adding measurement 3d44ead7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.127e+03, gradient 1.141e-04, dot -0.481; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.705498233437538, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 3d44ead7 to history. Total: 3
th(0)=3.705498233437538;dx=-1.2550795382874265E-8
New Minimum: 3.705498233437538 > 3.6323861181735992
END: th(3016208.566044638)=3.6323861181735992; dx=-3.6123240750955184E-10 evalInputDelta=0.0731121152639389
Fitness changed from 3.705498233437538 to 3.6323861181735992
Iteration 13 complete. Error: 3.6323861181735992 Total: 101.8760; Orientation: 0.6357; Line Search: 67.0042
Adding measurement 1ef2b542 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.067e+03, gradient 1.015e-04, dot -0.522; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6323861181735992, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 1ef2b542 to history. Total: 3
th(0)=3.6323861181735992;dx=-9.716238103149077E-9
Armijo: th(6498224.3670578925)=3.725017875432968; dx=2.7125808028906716E-9 evalInputDelta=-0.0926317572593689
New Minimum: 3.6323861181735992 > 3.6067998111248016
END: th(3249112.1835289462)=3.6067998111248016; dx=-3.656881255660391E-10 evalInputDelta=0.025586307048797607
Fitness changed from 3.6323861181735992 to 3.6067998111248016
Iteration 14 complete. Error: 3.6067998111248016 Total: 137.6591; Orientation: 0.6397; Line Search: 103.0305
Adding measurement 501adba9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.616e+03, gradient 1.084e-04, dot -0.506; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6067998111248016, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 501adba9 to history. Total: 3
th(0)=3.6067998111248016;dx=-1.1545331806508633E-8
Armijo: th(7000000.000000003)=3.7774732038378716; dx=2.656417634898754E-9 evalInputDelta=-0.17067339271306992
New Minimum: 3.6067998111248016 > 3.60524283349514
WOLF (strong): th(3500000.0000000014)=3.60524283349514; dx=1.586300175120069E-9 evalInputDelta=0.00155697762966156
New Minimum: 3.60524283349514 > 3.559473603963852
END: th(1166666.6666666672)=3.559473603963852; dx=-5.0891736820247375E-9 evalInputDelta=0.04732620716094971
Fitness changed from 3.6067998111248016 to 3.559473603963852
Iteration 15 complete. Error: 3.559473603963852 Total: 166.0043; Orientation: 0.6410; Line Search: 131.0076
Adding measurement 5ff4853b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.063e+03, gradient 8.186e-05, dot -0.669; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.559473603963852, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 5ff4853b to history. Total: 3
th(0)=3.559473603963852;dx=-6.401406189628164E-9
New Minimum: 3.559473603963852 > 3.5429837703704834
END: th(2513507.138370532)=3.5429837703704834; dx=-3.611021901700303E-9 evalInputDelta=0.01648983359336853
Fitness changed from 3.559473603963852 to 3.5429837703704834
Iteration 16 complete. Error: 3.5429837703704834 Total: 103.9945; Orientation: 0.6351; Line Search: 69.1011
Adding measurement 6e0bd7e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.222e+03, gradient 8.534e-05, dot -0.632; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5429837703704834, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 6e0bd7e to history. Total: 3
th(0)=3.5429837703704834;dx=-6.8834485719087274E-9
Armijo: th(5415186.9725482445)=3.597293809056282; dx=-1.6987221042232715E-9 evalInputDelta=-0.054310038685798645
New Minimum: 3.5429837703704834 > 3.5327573120594025
END: th(2707593.4862741223)=3.5327573120594025; dx=-2.7071324349370806E-9 evalInputDelta=0.010226458311080933
Fitness changed from 3.5429837703704834 to 3.5327573120594025
Iteration 17 complete. Error: 3.5327573120594025 Total: 136.4088; Orientation: 0.6468; Line Search: 100.9905
Adding measurement 5936efd7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.822e+03, gradient 9.192e-05, dot -0.586; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5327573120594025, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 5936efd7 to history. Total: 3
th(0)=3.5327573120594025;dx=-8.293875605657604E-9
Armijo: th(5833333.333333336)=3.639124386012554; dx=-3.6378222214768298E-12 evalInputDelta=-0.1063670739531517
New Minimum: 3.5327573120594025 > 3.530417673289776
END: th(2916666.666666668)=3.530417673289776; dx=-1.089043114289967E-9 evalInputDelta=0.0023396387696266174
Fitness changed from 3.5327573120594025 to 3.530417673289776
Iteration 18 complete. Error: 3.530417673289776 Total: 135.5269; Orientation: 0.6905; Line Search: 99.5249
Adding measurement 3354af8d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.529e+03, gradient 1.027e-04, dot -0.510; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.530417673289776, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 3354af8d to history. Total: 3
th(0)=3.530417673289776;dx=-9.886621308994214E-9
Armijo: th(6283767.84592633)=3.651808887720108; dx=3.1580442414005006E-9 evalInputDelta=-0.12139121443033218
New Minimum: 3.530417673289776 > 3.511117622256279
WOLF (strong): th(3141883.922963165)=3.511117622256279; dx=1.0178939390702017E-9 evalInputDelta=0.019300051033496857
New Minimum: 3.511117622256279 > 3.4881813675165176
END: th(1047294.6409877217)=3.4881813675165176; dx=-5.833247507425451E-9 evalInputDelta=0.04223630577325821
Fitness changed from 3.530417673289776 to 3.4881813675165176
Iteration 19 complete. Error: 3.4881813675165176 Total: 173.1312; Orientation: 0.6671; Line Search: 138.7194
Adding measurement 1c4f4b7f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.010e+04, gradient 7.913e-05, dot -0.664; [8c250f60-5e4f-4c94-a724-135061923c61 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4881813675165176, 5.408080965280533, 5.651093676686287, 5.785963706672192
LBFGS Accumulation History: 3 points
Removed measurement 1c4f4b7f to history. Total: 3
th(0)=3.4881813675165176;dx=-5.70605966025671E-9
New Minimum: 3.4881813675165176 > 3.4678668826818466
END: th(2256327.9052284355)=3.4678668826818466; dx=-2.5114733838584278E-9 evalInputDelta=0.02031448483467102
Fitness changed from 3.4881813675165176 to 3.4678668826818466
Iteration 20 complete. Error: 3.4678668826818466 Total: 101.9726; Orientation: 0.6356; Line Search: 67.6165
Final threshold in iteration 21: 3.4678668826818466 (> -Infinity) after 2946.582s (< 5400.000s)
