Reset training subject: 1564072402461
Reset training subject: 1586074598146
Adding measurement 3b28ecd7 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=8.079383855685592;dx=-1.1970150480656075E-5
New Minimum: 8.079383855685592 > 8.079355908557773
WOLFE (weak): th(2.154434690031884)=8.079355908557773; dx=-1.104504483707305E-5 evalInputDelta=2.794712781906128E-5
New Minimum: 8.079355908557773 > 8.079327520914376
WOLFE (weak): th(4.308869380063768)=8.079327520914376; dx=-1.1890723856055955E-5 evalInputDelta=5.633477121591568E-5
New Minimum: 8.079327520914376 > 8.079214396420866
WOLFE (weak): th(12.926608140191302)=8.079214396420866; dx=-1.1161132658307937E-5 evalInputDelta=1.694592647254467E-4
New Minimum: 8.079214396420866 > 8.07870630454272
WOLFE (weak): th(51.70643256076521)=8.07870630454272; dx=-1.1780533001745268E-5 evalInputDelta=6.775511428713799E-4
New Minimum: 8.07870630454272 > 8.075988808181137
WOLFE (weak): th(258.53216280382605)=8.075988808181137; dx=-1.1657854597010078E-5 evalInputDelta=0.003395047504454851
New Minimum: 8.075988808181137 > 8.058732880279422
WOLFE (weak): th(1551.1929768229563)=8.058732880279422; dx=-1.0900221968418198E-5 evalInputDelta=0.02065097540616989
New Minimum: 8.058732880279422 > 7.924518034327775
WOLFE (weak): th(10858.350837760694)=7.924518034327775; dx=-1.2052629577293831E-5 evalInputDelta=0.15486582135781646
New Minimum: 7.924518034327775 > 6.953756968490779
END: th(86866.80670208555)=6.953756968490779; dx=-4.487045431505191E-6 evalInputDelta=1.1256268871948123
Fitness changed from 8.079383855685592 to 6.953756968490779
Iteration 1 complete. Error: 6.953756968490779 Total: 232.6210; Orientation: 0.0454; Line Search: 172.5361
Adding measurement 65e4e4ed to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.953756968490779;dx=-2.2544744568812604E-5
New Minimum: 6.953756968490779 > 4.831517772749066
END: th(187148.86177126726)=4.831517772749066; dx=-2.6519381233578023E-6 evalInputDelta=2.122239195741713
Fitness changed from 6.953756968490779 to 4.831517772749066
Iteration 2 complete. Error: 4.831517772749066 Total: 59.9284; Orientation: 0.0258; Line Search: 40.1146
Adding measurement 7684c405 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.831517772749066;dx=-1.1299577477709516E-5
New Minimum: 4.831517772749066 > 2.7858979161828756
WOLF (strong): th(403200.00000000006)=2.7858979161828756; dx=1.3828684321883397E-7 evalInputDelta=2.0456198565661907
END: th(201600.00000000003)=3.0346977319568396; dx=-1.9583266383843304E-6 evalInputDelta=1.7968200407922268
Fitness changed from 4.831517772749066 to 2.7858979161828756
Iteration 3 complete. Error: 2.7858979161828756 Total: 75.9708; Orientation: 0.0059; Line Search: 56.8060
Adding measurement 28d4b74 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.974e+02, gradient 2.875e-03, dot -0.229; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7858979161828756, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 28d4b74 to history. Total: 3
th(0)=2.7858979161828756;dx=-7.3320048138454E-6
New Minimum: 2.7858979161828756 > 1.609554398804903
WOLF (strong): th(434334.03351042786)=1.609554398804903; dx=4.054639832320125E-7 evalInputDelta=1.1763435173779726
END: th(217167.01675521393)=1.618390440940857; dx=-1.3813452335620295E-6 evalInputDelta=1.1675074752420187
Fitness changed from 2.7858979161828756 to 1.609554398804903
Iteration 4 complete. Error: 1.609554398804903 Total: 76.0994; Orientation: 0.2438; Line Search: 56.7998
Adding measurement 1e32fa8c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.303e+01, gradient 2.205e-03, dot -0.784; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.609554398804903, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 1e32fa8c to history. Total: 3
th(0)=1.609554398804903;dx=-4.23363889824674E-6
New Minimum: 1.609554398804903 > 0.9440585765987635
WOLF (strong): th(467872.15442816826)=0.9440585765987635; dx=5.067883957952404E-7 evalInputDelta=0.6654958222061396
New Minimum: 0.9440585765987635 > 0.7887889891862869
END: th(233936.07721408413)=0.7887889891862869; dx=-1.1683905877587013E-6 evalInputDelta=0.8207654096186161
Fitness changed from 1.609554398804903 to 0.7887889891862869
Iteration 5 complete. Error: 0.7887889891862869 Total: 77.5582; Orientation: 0.1614; Line Search: 56.8416
Adding measurement 70cdda9b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.263e+02, gradient 1.779e-03, dot -0.217; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7887889891862869, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 70cdda9b to history. Total: 3
th(0)=0.7887889891862869;dx=-2.5325134701534153E-6
New Minimum: 0.7887889891862869 > 0.5932338163256645
WOLF (strong): th(504000.0000000002)=0.5932338163256645; dx=5.736033935907613E-7 evalInputDelta=0.1955551728606224
New Minimum: 0.5932338163256645 > 0.3035554587841034
END: th(252000.0000000001)=0.3035554587841034; dx=-5.385443411632733E-7 evalInputDelta=0.48523353040218353
Fitness changed from 0.7887889891862869 to 0.3035554587841034
Iteration 6 complete. Error: 0.3035554587841034 Total: 77.6348; Orientation: 0.0889; Line Search: 58.3067
Adding measurement 91ac1d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.288e+02, gradient 1.612e-03, dot -0.279; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3035554587841034, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 91ac1d8 to history. Total: 3
th(0)=0.3035554587841034;dx=-2.18640469748746E-6
Armijo: th(542917.5418880349)=0.35264645144343376; dx=5.061628518363686E-7 evalInputDelta=-0.04909099265933037
New Minimum: 0.3035554587841034 > 0.01827757991850376
END: th(271458.77094401745)=0.01827757991850376; dx=-1.4026304266280866E-7 evalInputDelta=0.28527787886559963
Fitness changed from 0.3035554587841034 to 0.01827757991850376
Iteration 7 complete. Error: 0.01827757991850376 Total: 76.8428; Orientation: 0.2505; Line Search: 57.3548
Adding measurement 14d9f222 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.044e+02, gradient 1.443e-03, dot -0.229; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.01827757991850376, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 14d9f222 to history. Total: 3
th(0)=0.01827757991850376;dx=-1.671739234523329E-6
Armijo: th(584840.1930352104)=0.3270221836864948; dx=8.185151744325899E-7 evalInputDelta=-0.30874460376799107
New Minimum: 0.01827757991850376 > -0.16685958206653595
WOLF (strong): th(292420.0965176052)=-0.16685958206653595; dx=2.770517765513032E-7 evalInputDelta=0.1851371619850397
New Minimum: -0.16685958206653595 > -0.1707774568349123
END: th(97473.3655058684)=-0.1707774568349123; dx=-9.965399775270137E-7 evalInputDelta=0.18905503675341606
Fitness changed from 0.01827757991850376 to -0.1707774568349123
Iteration 8 complete. Error: -0.1707774568349123 Total: 96.2564; Orientation: 0.0851; Line Search: 76.9282
Adding measurement 2ac95577 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.388e+02, gradient 1.156e-03, dot -0.262; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1707774568349123, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 2ac95577 to history. Total: 3
th(0)=-0.1707774568349123;dx=-9.82327391651084E-7
New Minimum: -0.1707774568349123 > -0.3075305074453354
END: th(210000.0000000001)=-0.3075305074453354; dx=-4.66370733038609E-7 evalInputDelta=0.1367530506104231
Fitness changed from -0.1707774568349123 to -0.3075305074453354
Iteration 9 complete. Error: -0.3075305074453354 Total: 57.2868; Orientation: 0.0791; Line Search: 38.1631
Adding measurement 3a6a0680 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.884e+02, gradient 1.171e-03, dot -0.260; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3075305074453354, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 3a6a0680 to history. Total: 3
th(0)=-0.3075305074453354;dx=-1.055999489920729E-6
New Minimum: -0.3075305074453354 > -0.3198588266968727
WOLF (strong): th(452431.2849066958)=-0.3198588266968727; dx=1.5184086745366427E-7 evalInputDelta=0.012328319251537323
New Minimum: -0.3198588266968727 > -0.42743618227541447
END: th(226215.6424533479)=-0.42743618227541447; dx=-2.2079368530256722E-7 evalInputDelta=0.11990567483007908
Fitness changed from -0.3075305074453354 to -0.42743618227541447
Iteration 10 complete. Error: -0.42743618227541447 Total: 77.0231; Orientation: 0.0823; Line Search: 57.9068
Adding measurement 563651a2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.022e+02, gradient 1.241e-03, dot -0.257; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.42743618227541447, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 563651a2 to history. Total: 3
th(0)=-0.42743618227541447;dx=-1.118439037916696E-6
Armijo: th(487366.82752934203)=-0.2881687395274639; dx=4.865306817714483E-7 evalInputDelta=-0.13926744274795055
New Minimum: -0.42743618227541447 > -0.5170759372413158
WOLF (strong): th(243683.41376467102)=-0.5170759372413158; dx=1.0456518662532869E-7 evalInputDelta=0.08963975496590137
New Minimum: -0.5170759372413158 > -0.5179676543921232
END: th(81227.80458822368)=-0.5179676543921232; dx=-6.276802627612148E-7 evalInputDelta=0.09053147211670876
Fitness changed from -0.42743618227541447 to -0.5179676543921232
Iteration 11 complete. Error: -0.5179676543921232 Total: 95.8393; Orientation: 0.0845; Line Search: 76.7557
Adding measurement 443a164e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.219e+02, gradient 1.085e-03, dot -0.268; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5179676543921232, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 443a164e to history. Total: 3
th(0)=-0.5179676543921232;dx=-8.881893660192985E-7
New Minimum: -0.5179676543921232 > -0.5855125728994608
END: th(175000.00000000012)=-0.5855125728994608; dx=-2.465888447952739E-7 evalInputDelta=0.06754491850733757
Fitness changed from -0.5179676543921232 to -0.5855125728994608
Iteration 12 complete. Error: -0.5855125728994608 Total: 57.4739; Orientation: 0.1954; Line Search: 38.2919
Adding measurement 1d1c4257 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.141e+02, gradient 1.106e-03, dot -0.246; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5855125728994608, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 1d1c4257 to history. Total: 3
th(0)=-0.5855125728994608;dx=-8.710142540219923E-7
Armijo: th(377026.0707555799)=-0.5021386723965406; dx=1.9697452660472057E-7 evalInputDelta=-0.08337390050292015
New Minimum: -0.5855125728994608 > -0.6215397976338863
END: th(188513.03537778996)=-0.6215397976338863; dx=-8.705086131725875E-8 evalInputDelta=0.036027224734425545
Fitness changed from -0.5855125728994608 to -0.6215397976338863
Iteration 13 complete. Error: -0.6215397976338863 Total: 76.9817; Orientation: 0.1138; Line Search: 56.8129
Adding measurement 1915bd0e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.884e+02, gradient 1.153e-03, dot -0.294; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6215397976338863, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 1915bd0e to history. Total: 3
th(0)=-0.6215397976338863;dx=-1.0369018444709466E-6
Armijo: th(406139.02294111846)=-0.5126656405627728; dx=4.1663323428942695E-7 evalInputDelta=-0.10887415707111359
New Minimum: -0.6215397976338863 > -0.672605287283659
WOLF (strong): th(203069.51147055923)=-0.672605287283659; dx=2.7657665541736876E-7 evalInputDelta=0.051065489649772644
New Minimum: -0.672605287283659 > -0.6917823385447264
END: th(67689.83715685307)=-0.6917823385447264; dx=-4.82620536268275E-7 evalInputDelta=0.07024254091084003
Fitness changed from -0.6215397976338863 to -0.6917823385447264
Iteration 14 complete. Error: -0.6917823385447264 Total: 96.3537; Orientation: 0.1923; Line Search: 77.1722
Adding measurement 6f15778d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.162e+02, gradient 9.418e-04, dot -0.282; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6917823385447264, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 6f15778d to history. Total: 3
th(0)=-0.6917823385447264;dx=-5.85704682643802E-7
New Minimum: -0.6917823385447264 > -0.7309487257152796
END: th(145833.33333333343)=-0.7309487257152796; dx=-2.1083141455693026E-7 evalInputDelta=0.03916638717055321
Fitness changed from -0.6917823385447264 to -0.7309487257152796
Iteration 15 complete. Error: -0.7309487257152796 Total: 56.9545; Orientation: 0.0817; Line Search: 37.8132
Adding measurement 25597c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.351e+02, gradient 1.034e-03, dot -0.273; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7309487257152796, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 25597c to history. Total: 3
th(0)=-0.7309487257152796;dx=-7.06149500827984E-7
Armijo: th(314188.3922963166)=-0.6651653349399567; dx=2.1804472110030663E-7 evalInputDelta=-0.06578339077532291
New Minimum: -0.7309487257152796 > -0.7534154951572418
WOLF (strong): th(157094.1961481583)=-0.7534154951572418; dx=1.9692628988221313E-8 evalInputDelta=0.022466769441962242
New Minimum: -0.7534154951572418 > -0.7616638876497746
END: th(52364.732049386104)=-0.7616638876497746; dx=-4.516366078056957E-7 evalInputDelta=0.030715161934494972
Fitness changed from -0.7309487257152796 to -0.7616638876497746
Iteration 16 complete. Error: -0.7616638876497746 Total: 95.8268; Orientation: 0.1705; Line Search: 76.6469
Adding measurement 68c43615 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.095e+02, gradient 8.730e-04, dot -0.288; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7616638876497746, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 68c43615 to history. Total: 3
th(0)=-0.7616638876497746;dx=-4.6397568210559664E-7
New Minimum: -0.7616638876497746 > -0.7904626000672579
END: th(112816.3952614218)=-0.7904626000672579; dx=-3.612774540052434E-7 evalInputDelta=0.02879871241748333
Fitness changed from -0.7616638876497746 to -0.7904626000672579
Iteration 17 complete. Error: -0.7904626000672579 Total: 56.8306; Orientation: 0.0790; Line Search: 37.7776
Adding measurement 3b40d848 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.796e+02, gradient 9.155e-04, dot -0.258; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7904626000672579, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 3b40d848 to history. Total: 3
th(0)=-0.7904626000672579;dx=-4.842070924444219E-7
Armijo: th(243055.55555555577)=-0.7886136285960674; dx=-3.788807598170767E-8 evalInputDelta=-0.0018489714711904526
New Minimum: -0.7904626000672579 > -0.8131984155625105
END: th(121527.77777777788)=-0.8131984155625105; dx=-2.299619009082696E-7 evalInputDelta=0.02273581549525261
Fitness changed from -0.7904626000672579 to -0.8131984155625105
Iteration 18 complete. Error: -0.8131984155625105 Total: 75.7178; Orientation: 0.0790; Line Search: 56.6452
Adding measurement 6fbbf6fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.925e+02, gradient 9.421e-04, dot -0.254; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8131984155625105, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 6fbbf6fc to history. Total: 3
th(0)=-0.8131984155625105;dx=-6.26535184563483E-7
Armijo: th(261823.66024693055)=-0.785796569660306; dx=2.208529783514432E-7 evalInputDelta=-0.027401845902204514
New Minimum: -0.8131984155625105 > -0.8378983177244663
END: th(130911.83012346528)=-0.8378983177244663; dx=-1.3664393304422458E-7 evalInputDelta=0.024699902161955833
Fitness changed from -0.8131984155625105 to -0.8378983177244663
Iteration 19 complete. Error: -0.8378983177244663 Total: 77.1717; Orientation: 0.1700; Line Search: 56.5998
Adding measurement 701f252a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.023e+02, gradient 9.077e-04, dot -0.258; [c9a49080-a4b8-4072-b30c-dd4852d51f81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8378983177244663, 4.831517772749066, 6.953756968490779, 8.079383855685592
LBFGS Accumulation History: 3 points
Removed measurement 701f252a to history. Total: 3
th(0)=-0.8378983177244663;dx=-4.813276195050858E-7
Armijo: th(282040.98815355456)=-0.7313287779688835; dx=1.6747126417597828E-7 evalInputDelta=-0.10656953975558281
Armijo: th(141020.49407677728)=-0.8277971968054771; dx=1.0885111385279726E-8 evalInputDelta=-0.010101120918989182
New Minimum: -0.8378983177244663 > -0.8487620074301958
END: th(47006.83135892576)=-0.8487620074301958; dx=-4.108917511122542E-7 evalInputDelta=0.010863689705729485
Fitness changed from -0.8378983177244663 to -0.8487620074301958
Iteration 20 complete. Error: -0.8487620074301958 Total: 94.6701; Orientation: 0.0811; Line Search: 75.5283
Final threshold in iteration 21: -0.8487620074301958 (> -Infinity) after 1691.042s (< 5400.000s)
