Reset training subject: 1585088987838600
Reset training subject: 1585118413486700
Adding measurement 40f15786 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=5.960904218176087;dx=-2.9684453707852714E-6
New Minimum: 5.960904218176087 > 5.960903777084364
WOLFE (weak): th(2.154434690031884)=5.960903777084364; dx=-2.9642201702117934E-6 evalInputDelta=4.4109172314676925E-7
New Minimum: 5.960903777084364 > 5.960902830832834
WOLFE (weak): th(4.308869380063768)=5.960902830832834; dx=-2.9642226856522217E-6 evalInputDelta=1.3873432536115615E-6
New Minimum: 5.960902830832834 > 5.960895293089979
WOLFE (weak): th(12.926608140191302)=5.960895293089979; dx=-2.964226779410806E-6 evalInputDelta=8.925086108391156E-6
New Minimum: 5.960895293089979 > 5.9608721675367695
WOLFE (weak): th(51.70643256076521)=5.9608721675367695; dx=-2.96421390097074E-6 evalInputDelta=3.205063931766006E-5
New Minimum: 5.9608721675367695 > 5.960746152646081
WOLFE (weak): th(258.53216280382605)=5.960746152646081; dx=-2.9639006906636066E-6 evalInputDelta=1.580655300061906E-4
New Minimum: 5.960746152646081 > 5.9599572947527255
WOLFE (weak): th(1551.1929768229563)=5.9599572947527255; dx=-2.963158278283975E-6 evalInputDelta=9.469234233616675E-4
New Minimum: 5.9599572947527255 > 5.9542878592259365
WOLFE (weak): th(10858.350837760694)=5.9542878592259365; dx=-2.9547345219439255E-6 evalInputDelta=0.006616358950150669
New Minimum: 5.9542878592259365 > 5.908494993187852
WOLFE (weak): th(86866.80670208555)=5.908494993187852; dx=-2.878025696526743E-6 evalInputDelta=0.05240922498823508
New Minimum: 5.908494993187852 > 5.530134520555574
END: th(781801.26031877)=5.530134520555574; dx=-2.2757713943658374E-6 evalInputDelta=0.4307696976205131
Fitness changed from 5.960904218176087 to 5.530134520555574
Iteration 1 complete. Error: 5.530134520555574 Total: 370.1787; Orientation: 0.0831; Line Search: 284.0019
Iteration 1
Adding measurement 4b45c8e4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.530134520555574;dx=-2.0350320608931495E-6
New Minimum: 5.530134520555574 > 4.863195735459237
END: th(1684339.7559414052)=4.863195735459237; dx=-1.4925938341353662E-6 evalInputDelta=0.6669387850963373
Fitness changed from 5.530134520555574 to 4.863195735459237
Iteration 2 complete. Error: 4.863195735459237 Total: 84.0664; Orientation: 0.0838; Line Search: 55.0262
Iteration 2
Adding measurement 7e4dddee to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.863195735459237;dx=-1.3613909059097567E-6
New Minimum: 4.863195735459237 > 3.881352858799737
END: th(3628800.0)=3.881352858799737; dx=-9.383824477057912E-7 evalInputDelta=0.9818428766595
Fitness changed from 4.863195735459237 to 3.881352858799737
Iteration 3 complete. Error: 3.881352858799737 Total: 85.9539; Orientation: 0.0803; Line Search: 57.1722
Iteration 3
Adding measurement 294bb6ae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.914e+04, gradient 9.292e-04, dot -0.985; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.960904218176087, 5.530134520555574, 4.863195735459237, 3.881352858799737
LBFGS Accumulation History: 3 points
Removed measurement 40f15786 to history. Total: 4
th(0)=3.881352858799737;dx=-8.633566160665781E-7
New Minimum: 3.881352858799737 > 2.682989537640074
END: th(7818012.6031877)=2.682989537640074; dx=-4.616040616409E-7 evalInputDelta=1.198363321159663
Fitness changed from 3.881352858799737 to 2.682989537640074
Iteration 4 complete. Error: 2.682989537640074 Total: 88.1538; Orientation: 2.3754; Line Search: 56.9136
Iteration 4
Adding measurement 3e0b1f03 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.928e+04, gradient 7.237e-04, dot -0.918; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.530134520555574, 4.863195735459237, 3.881352858799737, 2.682989537640074
LBFGS Accumulation History: 3 points
Removed measurement 4b45c8e4 to history. Total: 4
th(0)=2.682989537640074;dx=-5.237106164534786E-7
New Minimum: 2.682989537640074 > 1.8874397947916268
END: th(1.684339755941405E7)=1.8874397947916268; dx=-8.167221665173327E-8 evalInputDelta=0.795549742848447
Fitness changed from 2.682989537640074 to 1.8874397947916268
Iteration 5 complete. Error: 1.8874397947916268 Total: 89.6903; Orientation: 2.3311; Line Search: 58.8847
Iteration 5
Adding measurement 496c6d94 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.384e+04, gradient 8.603e-04, dot -0.609; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.863195735459237, 3.881352858799737, 2.682989537640074, 1.8874397947916268
LBFGS Accumulation History: 3 points
Removed measurement 7e4dddee to history. Total: 4
th(0)=1.8874397947916268;dx=-7.400636698058297E-7
Armijo: th(3.6288E7)=3.72747262016201; dx=5.844775253352402E-7 evalInputDelta=-1.840032825370383
Armijo: th(1.8144E7)=2.1969943026536094; dx=2.6022899738024025E-7 evalInputDelta=-0.3095545078619826
New Minimum: 1.8874397947916268 > 1.7267792408618445
WOLF (strong): th(6048000.0)=1.7267792408618445; dx=8.019683909045531E-8 evalInputDelta=0.1606605539297823
END: th(1512000.0)=1.770027631860186; dx=-3.3916949496712364E-7 evalInputDelta=0.11741216293144086
Fitness changed from 1.8874397947916268 to 1.7267792408618445
Iteration 6 complete. Error: 1.7267792408618445 Total: 172.5099; Orientation: 2.4500; Line Search: 140.8871
Adding measurement 112a50a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.006e+03, gradient 1.141e-03, dot -0.499; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.881352858799737, 2.682989537640074, 1.8874397947916268, 1.7267792408618445
LBFGS Accumulation History: 3 points
Removed measurement 294bb6ae to history. Total: 4
th(0)=1.7267792408618445;dx=-1.3024514921642389E-6
New Minimum: 1.7267792408618445 > 1.675757526769593
WOLF (strong): th(3257505.2513282085)=1.675757526769593; dx=2.406992937215631E-7 evalInputDelta=0.051021714092251536
New Minimum: 1.675757526769593 > 1.6305967589846013
WOLF (strong): th(1628752.6256641042)=1.6305967589846013; dx=6.260479761242002E-8 evalInputDelta=0.09618248187724321
END: th(542917.5418880348)=1.6586389381698936; dx=-5.429814554905006E-7 evalInputDelta=0.06814030269195093
Fitness changed from 1.7267792408618445 to 1.6305967589846013
Iteration 7 complete. Error: 1.6305967589846013 Total: 144.1185; Orientation: 2.3732; Line Search: 113.6292
Adding measurement 3e7ddb7e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.515e+03, gradient 5.459e-04, dot -0.465; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.682989537640074, 1.8874397947916268, 1.7267792408618445, 1.6305967589846013
LBFGS Accumulation History: 3 points
Removed measurement 3e0b1f03 to history. Total: 4
th(0)=1.6305967589846013;dx=-2.9801070463722566E-7
New Minimum: 1.6305967589846013 > 1.587596279400602
END: th(1169680.3860704205)=1.587596279400602; dx=-2.0360912362075818E-7 evalInputDelta=0.04300047958399933
Fitness changed from 1.6305967589846013 to 1.587596279400602
Iteration 8 complete. Error: 1.587596279400602 Total: 85.3062; Orientation: 2.3793; Line Search: 55.4267
Adding measurement 5b3c11ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.154e+03, gradient 4.269e-04, dot -0.969; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8874397947916268, 1.7267792408618445, 1.6305967589846013, 1.587596279400602
LBFGS Accumulation History: 3 points
Removed measurement 496c6d94 to history. Total: 4
th(0)=1.587596279400602;dx=-1.8227483900580184E-7
New Minimum: 1.587596279400602 > 1.5295636448758998
END: th(2520000.0000000005)=1.5295636448758998; dx=-1.305482508240621E-7 evalInputDelta=0.0580326345247022
Fitness changed from 1.587596279400602 to 1.5295636448758998
Iteration 9 complete. Error: 1.5295636448758998 Total: 88.0702; Orientation: 2.3946; Line Search: 57.3256
Adding measurement 744673f3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.634e+03, gradient 3.793e-04, dot -0.927; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7267792408618445, 1.6305967589846013, 1.587596279400602, 1.5295636448758998
LBFGS Accumulation History: 3 points
Removed measurement 112a50a1 to history. Total: 4
th(0)=1.5295636448758998;dx=-1.4388467465384107E-7
New Minimum: 1.5295636448758998 > 1.4415718177152008
END: th(5429175.418880348)=1.4415718177152008; dx=-8.720628122553205E-8 evalInputDelta=0.08799182716069898
Fitness changed from 1.5295636448758998 to 1.4415718177152008
Iteration 10 complete. Error: 1.4415718177152008 Total: 86.2354; Orientation: 2.3749; Line Search: 55.3473
Iteration 10
Adding measurement 522f74a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.521e+03, gradient 4.043e-04, dot -0.762; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6305967589846013, 1.587596279400602, 1.5295636448758998, 1.4415718177152008
LBFGS Accumulation History: 3 points
Removed measurement 3e7ddb7e to history. Total: 4
th(0)=1.4415718177152008;dx=-1.634888457916974E-7
Armijo: th(1.1696803860704206E7)=1.5930883480639395; dx=2.671904391863171E-7 evalInputDelta=-0.1515165303487387
New Minimum: 1.4415718177152008 > 1.4275614976118238
WOLF (strong): th(5848401.930352103)=1.4275614976118238; dx=1.1343588846771763E-7 evalInputDelta=0.014010320103376994
New Minimum: 1.4275614976118238 > 1.4105236308489457
END: th(1949467.3101173677)=1.4105236308489457; dx=-6.698690335864318E-8 evalInputDelta=0.0310481868662551
Fitness changed from 1.4415718177152008 to 1.4105236308489457
Iteration 11 complete. Error: 1.4105236308489457 Total: 143.8208; Orientation: 2.4007; Line Search: 113.2958
Adding measurement 2b6ff016 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.942e+03, gradient 3.447e-04, dot -0.816; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.587596279400602, 1.5295636448758998, 1.4415718177152008, 1.4105236308489457
LBFGS Accumulation History: 3 points
Removed measurement 5b3c11ce to history. Total: 4
th(0)=1.4105236308489457;dx=-1.1883363093474517E-7
New Minimum: 1.4105236308489457 > 1.3661689056657842
END: th(4200000.000000001)=1.3661689056657842; dx=-4.6507394555767116E-8 evalInputDelta=0.044354725183161525
Fitness changed from 1.4105236308489457 to 1.3661689056657842
Iteration 12 complete. Error: 1.3661689056657842 Total: 85.2654; Orientation: 2.3927; Line Search: 54.6959
Adding measurement 3fb42ec7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.356e+03, gradient 4.197e-04, dot -0.650; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5295636448758998, 1.4415718177152008, 1.4105236308489457, 1.3661689056657842
LBFGS Accumulation History: 3 points
Removed measurement 744673f3 to history. Total: 4
th(0)=1.3661689056657842;dx=-1.7613494758711777E-7
Armijo: th(9048625.698133914)=1.5272906476230477; dx=3.818446085756028E-7 evalInputDelta=-0.16112174195726348
New Minimum: 1.3661689056657842 > 1.356469008099672
WOLF (strong): th(4524312.849066957)=1.356469008099672; dx=1.3608101510796733E-7 evalInputDelta=0.009699897566112226
New Minimum: 1.356469008099672 > 1.3409161002019934
END: th(1508104.283022319)=1.3409161002019934; dx=-7.664782827804896E-8 evalInputDelta=0.02525280546379083
Fitness changed from 1.3661689056657842 to 1.3409161002019934
Iteration 13 complete. Error: 1.3409161002019934 Total: 145.6360; Orientation: 2.4070; Line Search: 114.4844
Adding measurement 74ed7111 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.583e+03, gradient 2.911e-04, dot -0.919; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4415718177152008, 1.4105236308489457, 1.3661689056657842, 1.3409161002019934
LBFGS Accumulation History: 3 points
Removed measurement 522f74a1 to history. Total: 4
th(0)=1.3409161002019934;dx=-8.475567183006744E-8
New Minimum: 1.3409161002019934 > 1.3072311537412682
END: th(3249112.1835289462)=1.3072311537412682; dx=-7.264808995143968E-8 evalInputDelta=0.033684946460725174
Fitness changed from 1.3409161002019934 to 1.3072311537412682
Iteration 14 complete. Error: 1.3072311537412682 Total: 85.5166; Orientation: 2.3776; Line Search: 54.6213
Adding measurement 71c69628 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.365e+04, gradient 2.795e-04, dot -0.956; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4105236308489457, 1.3661689056657842, 1.3409161002019934, 1.3072311537412682
LBFGS Accumulation History: 3 points
Removed measurement 2b6ff016 to history. Total: 4
th(0)=1.3072311537412682;dx=-7.812502044412976E-8
New Minimum: 1.3072311537412682 > 1.2503354024270832
END: th(7000000.000000003)=1.2503354024270832; dx=-5.540584693903791E-8 evalInputDelta=0.056895751314185006
Fitness changed from 1.3072311537412682 to 1.2503354024270832
Iteration 15 complete. Error: 1.2503354024270832 Total: 86.7104; Orientation: 2.4136; Line Search: 56.6790
Iteration 15
Adding measurement 57063e08 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.349e+04, gradient 3.227e-04, dot -0.751; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3661689056657842, 1.3409161002019934, 1.3072311537412682, 1.2503354024270832
LBFGS Accumulation History: 3 points
Removed measurement 3fb42ec7 to history. Total: 4
th(0)=1.2503354024270832;dx=-1.0412447509418144E-7
Armijo: th(1.5081042830223193E7)=1.2878129490706727; dx=2.482003619454456E-8 evalInputDelta=-0.03747754664358949
New Minimum: 1.2503354024270832 > 1.2407681658671803
WOLF (strong): th(7540521.415111597)=1.2407681658671803; dx=2.226571375086446E-8 evalInputDelta=0.00956723655990288
New Minimum: 1.2407681658671803 > 1.2304434915546965
END: th(2513507.138370532)=1.2304434915546965; dx=-2.7662033888026034E-8 evalInputDelta=0.01989191087238673
Fitness changed from 1.2503354024270832 to 1.2304434915546965
Iteration 16 complete. Error: 1.2304434915546965 Total: 146.1797; Orientation: 2.4785; Line Search: 115.2506
Adding measurement 7fa2473a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.087e+04, gradient 3.261e-04, dot -0.698; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3409161002019934, 1.3072311537412682, 1.2503354024270832, 1.2304434915546965
LBFGS Accumulation History: 3 points
Removed measurement 74ed7111 to history. Total: 4
th(0)=1.2304434915546965;dx=-1.0636521505430719E-7
Armijo: th(5415186.9725482445)=1.2315523190411208; dx=9.00541927561809E-8 evalInputDelta=-0.0011088274864243797
New Minimum: 1.2304434915546965 > 1.2122467915565078
END: th(2707593.4862741223)=1.2122467915565078; dx=-8.039927507216131E-9 evalInputDelta=0.018196699998188626
Fitness changed from 1.2304434915546965 to 1.2122467915565078
Iteration 17 complete. Error: 1.2122467915565078 Total: 112.6096; Orientation: 2.3860; Line Search: 83.0637
Adding measurement 255b84a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.420e+03, gradient 3.662e-04, dot -0.615; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3072311537412682, 1.2503354024270832, 1.2304434915546965, 1.2122467915565078
LBFGS Accumulation History: 3 points
Removed measurement 71c69628 to history. Total: 4
th(0)=1.2122467915565078;dx=-1.3407571079648395E-7
Armijo: th(5833333.333333336)=1.2245712940232316; dx=7.230944730107206E-8 evalInputDelta=-0.012324502466723786
New Minimum: 1.2122467915565078 > 1.1981052711988969
WOLF (strong): th(2916666.666666668)=1.1981052711988969; dx=2.7404881200027242E-8 evalInputDelta=0.01414152035761096
END: th(972222.2222222226)=1.2000336768770556; dx=-6.029939167504807E-8 evalInputDelta=0.012213114679452186
Fitness changed from 1.2122467915565078 to 1.1981052711988969
Iteration 18 complete. Error: 1.1981052711988969 Total: 144.7130; Orientation: 2.3663; Line Search: 114.4524
Adding measurement 3c577368 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.150e+03, gradient 4.156e-04, dot -0.601; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2503354024270832, 1.2304434915546965, 1.2122467915565078, 1.1981052711988969
LBFGS Accumulation History: 3 points
Removed measurement 57063e08 to history. Total: 4
th(0)=1.1981052711988969;dx=-1.7271450689748933E-7
New Minimum: 1.1981052711988969 > 1.1760268080238678
WOLF (strong): th(2094589.2819754435)=1.1760268080238678; dx=7.759240778052135E-10 evalInputDelta=0.02207846317502904
END: th(1047294.6409877217)=1.1809297027942627; dx=-8.92553323024988E-8 evalInputDelta=0.01717556840463419
Fitness changed from 1.1981052711988969 to 1.1760268080238678
Iteration 19 complete. Error: 1.1760268080238678 Total: 116.2118; Orientation: 2.3930; Line Search: 85.3140
Adding measurement 57edfa89 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.375e+03, gradient 2.945e-04, dot -0.773; [65d41a24-0e8c-436e-ace3-101e4d088e6c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2304434915546965, 1.2122467915565078, 1.1981052711988969, 1.1760268080238678
LBFGS Accumulation History: 3 points
Removed measurement 7fa2473a to history. Total: 4
th(0)=1.1760268080238678;dx=-8.675285198008149E-8
New Minimum: 1.1760268080238678 > 1.160404215839815
END: th(2256327.9052284355)=1.160404215839815; dx=-2.7804924051408774E-8 evalInputDelta=0.01562259218405293
Fitness changed from 1.1760268080238678 to 1.160404215839815
Iteration 20 complete. Error: 1.160404215839815 Total: 87.5609; Orientation: 2.3859; Line Search: 57.1703
Iteration 20
Final threshold in iteration 21: 1.160404215839815 (> -Infinity) after 2448.602s (< 5400.000s)