Reset training subject: 124546588809900
Reset training subject: 124584031323300
Adding measurement 5830129b to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.897286746650934;dx=-1.6834879372591377E-6
New Minimum: 4.897286746650934 > 4.897278435528278
WOLFE (weak): th(2.154434690031884)=4.897278435528278; dx=-1.6102547810572415E-6 evalInputDelta=8.31112265586853E-6
New Minimum: 4.897278435528278 > 4.897269658744335
WOLFE (weak): th(4.308869380063768)=4.897269658744335; dx=-1.6568705536438958E-6 evalInputDelta=1.70879065990448E-5
New Minimum: 4.897269658744335 > 4.897235456854105
WOLFE (weak): th(12.926608140191302)=4.897235456854105; dx=-1.651055390521927E-6 evalInputDelta=5.128979682922363E-5
New Minimum: 4.897235456854105 > 4.897081181406975
WOLFE (weak): th(51.70643256076521)=4.897081181406975; dx=-1.6555848450598652E-6 evalInputDelta=2.0556524395942688E-4
New Minimum: 4.897081181406975 > 4.896259494125843
WOLFE (weak): th(258.53216280382605)=4.896259494125843; dx=-1.6584105655214506E-6 evalInputDelta=0.0010272525250911713
New Minimum: 4.896259494125843 > 4.891129571944475
WOLFE (weak): th(1551.1929768229563)=4.891129571944475; dx=-1.6510142781459894E-6 evalInputDelta=0.006157174706459045
New Minimum: 4.891129571944475 > 4.854456130415201
WOLFE (weak): th(10858.350837760694)=4.854456130415201; dx=-1.627486982157281E-6 evalInputDelta=0.04283061623573303
New Minimum: 4.854456130415201 > 4.572858054190874
END: th(86866.80670208555)=4.572858054190874; dx=-1.4789472100233054E-6 evalInputDelta=0.3244286924600601
Fitness changed from 4.897286746650934 to 4.572858054190874
Iteration 1 complete. Error: 4.572858054190874 Total: 443.4110; Orientation: 0.0195; Line Search: 332.0515
Adding measurement 2dcf5b92 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=4.572858054190874;dx=-1.3262405591850879E-6
New Minimum: 4.572858054190874 > 4.039637543261051
END: th(187148.86177126726)=4.039637543261051; dx=-1.0752932354638194E-6 evalInputDelta=0.5332205109298229
Fitness changed from 4.572858054190874 to 4.039637543261051
Iteration 2 complete. Error: 4.039637543261051 Total: 113.1380; Orientation: 0.0201; Line Search: 75.0293
Adding measurement 27b8771 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.039637543261051;dx=-9.859536110152675E-7
New Minimum: 4.039637543261051 > 3.304754175245762
END: th(403200.00000000006)=3.304754175245762; dx=-6.764334853872412E-7 evalInputDelta=0.7348833680152893
Fitness changed from 4.039637543261051 to 3.304754175245762
Iteration 3 complete. Error: 3.304754175245762 Total: 110.7860; Orientation: 0.0211; Line Search: 74.4729
Adding measurement 59daef36 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.047e+03, gradient 7.796e-04, dot -0.908; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.304754175245762, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 59daef36 to history. Total: 3
th(0)=3.304754175245762;dx=-5.972516090227927E-7
New Minimum: 3.304754175245762 > 2.486319474875927
END: th(868668.0670208557)=2.486319474875927; dx=-3.530136269712338E-7 evalInputDelta=0.8184347003698349
Fitness changed from 3.304754175245762 to 2.486319474875927
Iteration 4 complete. Error: 2.486319474875927 Total: 110.2008; Orientation: 0.2958; Line Search: 72.5075
Adding measurement 1e661b28 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.332e+02, gradient 5.864e-04, dot -0.786; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.486319474875927, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 1e661b28 to history. Total: 3
th(0)=2.486319474875927;dx=-3.2724382148903977E-7
New Minimum: 2.486319474875927 > 1.822912834584713
END: th(1871488.617712673)=1.822912834584713; dx=-1.3682956650730963E-7 evalInputDelta=0.663406640291214
Fitness changed from 2.486319474875927 to 1.822912834584713
Iteration 5 complete. Error: 1.822912834584713 Total: 113.0242; Orientation: 0.2718; Line Search: 74.6119
Adding measurement 15d97bca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.090e+02, gradient 4.927e-04, dot -0.586; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.822912834584713, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 15d97bca to history. Total: 3
th(0)=1.822912834584713;dx=-2.4007328419356016E-7
New Minimum: 1.822912834584713 > 1.696577113121748
END: th(4032000.0000000014)=1.696577113121748; dx=-2.2992129076867327E-8 evalInputDelta=0.126335721462965
Fitness changed from 1.822912834584713 to 1.696577113121748
Iteration 6 complete. Error: 1.696577113121748 Total: 114.8005; Orientation: 0.3141; Line Search: 76.4364
Adding measurement 2063fda7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.272e+02, gradient 5.224e-04, dot -0.334; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.696577113121748, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 2063fda7 to history. Total: 3
th(0)=1.696577113121748;dx=-2.690284297620355E-7
Armijo: th(8686680.670208558)=3.534107405692339; dx=8.25422872364743E-8 evalInputDelta=-1.837530292570591
Armijo: th(4343340.335104279)=1.7701174952089787; dx=3.5098930254455685E-8 evalInputDelta=-0.07354038208723068
New Minimum: 1.696577113121748 > 1.2059192806482315
END: th(1447780.1117014263)=1.2059192806482315; dx=-8.390042250861028E-8 evalInputDelta=0.49065783247351646
Fitness changed from 1.696577113121748 to 1.2059192806482315
Iteration 7 complete. Error: 1.2059192806482315 Total: 186.2701; Orientation: 0.4040; Line Search: 148.0997
Adding measurement 6636c83b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.302e+02, gradient 3.678e-04, dot -0.452; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2059192806482315, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 6636c83b to history. Total: 3
th(0)=1.2059192806482315;dx=-1.340421299991108E-7
New Minimum: 1.2059192806482315 > 0.9812299907207489
END: th(3119147.6961877886)=0.9812299907207489; dx=-2.199510722503992E-8 evalInputDelta=0.2246892899274826
Fitness changed from 1.2059192806482315 to 0.9812299907207489
Iteration 8 complete. Error: 0.9812299907207489 Total: 114.3351; Orientation: 0.3951; Line Search: 75.8462
Adding measurement 8caed15 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.922e+02, gradient 3.748e-04, dot -0.393; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9812299907207489, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 8caed15 to history. Total: 3
th(0)=0.9812299907207489;dx=-1.3910618345278157E-7
Armijo: th(6720000.000000003)=1.7057373374700546; dx=3.0977614393787514E-8 evalInputDelta=-0.7245073467493057
New Minimum: 0.9812299907207489 > 0.9459635466337204
WOLF (strong): th(3360000.0000000014)=0.9459635466337204; dx=1.3908501259218527E-8 evalInputDelta=0.0352664440870285
New Minimum: 0.9459635466337204 > 0.7674427032470703
END: th(1120000.0000000005)=0.7674427032470703; dx=-6.723371218078077E-8 evalInputDelta=0.2137872874736786
Fitness changed from 0.9812299907207489 to 0.7674427032470703
Iteration 9 complete. Error: 0.7674427032470703 Total: 182.5774; Orientation: 0.2876; Line Search: 144.4605
Adding measurement 33e6933d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.907e+02, gradient 2.801e-04, dot -0.516; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7674427032470703, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 33e6933d to history. Total: 3
th(0)=0.7674427032470703;dx=-7.414152797382815E-8
New Minimum: 0.7674427032470703 > 0.6259630545973778
END: th(2412966.852835711)=0.6259630545973778; dx=-3.438499574985916E-8 evalInputDelta=0.14147964864969254
Fitness changed from 0.7674427032470703 to 0.6259630545973778
Iteration 10 complete. Error: 0.6259630545973778 Total: 112.7262; Orientation: 0.2722; Line Search: 74.2531
Adding measurement 51d6cda7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.003e+03, gradient 2.788e-04, dot -0.509; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6259630545973778, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 51d6cda7 to history. Total: 3
th(0)=0.6259630545973778;dx=-7.187391709100285E-8
Armijo: th(5198579.493646315)=0.8387456350028515; dx=-1.891761710666285E-9 evalInputDelta=-0.2127825804054737
New Minimum: 0.6259630545973778 > 0.5888970531523228
END: th(2599289.7468231576)=0.5888970531523228; dx=-1.9218946698573692E-8 evalInputDelta=0.03706600144505501
Fitness changed from 0.6259630545973778 to 0.5888970531523228
Iteration 11 complete. Error: 0.5888970531523228 Total: 147.4808; Orientation: 0.2762; Line Search: 108.9497
Adding measurement 12f41fc3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.071e+03, gradient 2.921e-04, dot -0.460; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5888970531523228, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 12f41fc3 to history. Total: 3
th(0)=0.5888970531523228;dx=-8.460184637470043E-8
Armijo: th(5600000.000000004)=0.9436367675662041; dx=1.1337581948968033E-8 evalInputDelta=-0.3547397144138813
New Minimum: 0.5888970531523228 > 0.561812087893486
END: th(2800000.000000002)=0.561812087893486; dx=-2.7234322245809576E-9 evalInputDelta=0.027084965258836746
Fitness changed from 0.5888970531523228 to 0.561812087893486
Iteration 12 complete. Error: 0.561812087893486 Total: 149.5189; Orientation: 0.3273; Line Search: 110.8888
Adding measurement 15598368 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.104e+03, gradient 3.115e-04, dot -0.404; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.561812087893486, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 15598368 to history. Total: 3
th(0)=0.561812087893486;dx=-9.584782519903607E-8
Armijo: th(6032417.132089279)=1.1454319171607494; dx=2.8652924679111975E-8 evalInputDelta=-0.5836198292672634
Armijo: th(3016208.5660446393)=0.5755565315485001; dx=1.4538691915562462E-8 evalInputDelta=-0.013744443655014038
New Minimum: 0.561812087893486 > 0.43768858164548874
END: th(1005402.8553482131)=0.43768858164548874; dx=-4.8750413643811385E-8 evalInputDelta=0.12412350624799728
Fitness changed from 0.561812087893486 to 0.43768858164548874
Iteration 13 complete. Error: 0.43768858164548874 Total: 178.4389; Orientation: 0.3584; Line Search: 140.3980
Adding measurement 184085a5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.089e+03, gradient 2.380e-04, dot -0.492; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.43768858164548874, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 184085a5 to history. Total: 3
th(0)=0.43768858164548874;dx=-4.815856300025475E-8
New Minimum: 0.43768858164548874 > 0.3651697188615799
END: th(2166074.7890192983)=0.3651697188615799; dx=-2.3168435078879595E-8 evalInputDelta=0.07251886278390884
Fitness changed from 0.43768858164548874 to 0.3651697188615799
Iteration 14 complete. Error: 0.3651697188615799 Total: 113.5889; Orientation: 0.2739; Line Search: 74.7064
Adding measurement 68eaf046 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.228e+03, gradient 2.299e-04, dot -0.520; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3651697188615799, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 68eaf046 to history. Total: 3
th(0)=0.3651697188615799;dx=-5.192044242258906E-8
Armijo: th(4666666.66666667)=0.5578259229660034; dx=-5.702679213561636E-9 evalInputDelta=-0.19265620410442352
Armijo: th(2333333.333333335)=0.3786679767072201; dx=-1.7238185752391324E-8 evalInputDelta=-0.013498257845640182
New Minimum: 0.3651697188615799 > 0.34020012989640236
END: th(777777.7777777783)=0.34020012989640236; dx=-3.760408564835499E-8 evalInputDelta=0.024969588965177536
Fitness changed from 0.3651697188615799 to 0.34020012989640236
Iteration 15 complete. Error: 0.34020012989640236 Total: 189.7074; Orientation: 0.2785; Line Search: 151.5804
Adding measurement 6d9eaa96 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.218e+03, gradient 2.016e-04, dot -0.572; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.34020012989640236, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 6d9eaa96 to history. Total: 3
th(0)=0.34020012989640236;dx=-3.85884050825807E-8
New Minimum: 0.34020012989640236 > 0.31734590232372284
END: th(1675671.4255803553)=0.31734590232372284; dx=-2.9496651278977E-8 evalInputDelta=0.02285422757267952
Fitness changed from 0.34020012989640236 to 0.31734590232372284
Iteration 16 complete. Error: 0.31734590232372284 Total: 113.1528; Orientation: 0.3118; Line Search: 74.4831
Adding measurement fe37a42 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.293e+03, gradient 2.008e-04, dot -0.574; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.31734590232372284, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement fe37a42 to history. Total: 3
th(0)=0.31734590232372284;dx=-3.753951028604216E-8
Armijo: th(3610124.6483654976)=0.34861739352345467; dx=-1.9730054700923502E-8 evalInputDelta=-0.03127149119973183
New Minimum: 0.31734590232372284 > 0.3067672587931156
END: th(1805062.3241827488)=0.3067672587931156; dx=-2.6141189608046426E-8 evalInputDelta=0.010578643530607224
Fitness changed from 0.31734590232372284 to 0.3067672587931156
Iteration 17 complete. Error: 0.3067672587931156 Total: 150.1328; Orientation: 0.2822; Line Search: 111.4133
Adding measurement 7db504ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.338e+03, gradient 2.042e-04, dot -0.553; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3067672587931156, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 7db504ac to history. Total: 3
th(0)=0.3067672587931156;dx=-3.960828731793795E-8
Armijo: th(3888888.8888888923)=0.3683469891548157; dx=-1.2633063587663036E-8 evalInputDelta=-0.06157973036170006
New Minimum: 0.3067672587931156 > 0.2961720824241638
END: th(1944444.4444444461)=0.2961720824241638; dx=-2.115872627734591E-8 evalInputDelta=0.010595176368951797
Fitness changed from 0.3067672587931156 to 0.2961720824241638
Iteration 18 complete. Error: 0.2961720824241638 Total: 150.7300; Orientation: 0.2814; Line Search: 112.6556
Adding measurement 6c664b9b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.354e+03, gradient 2.152e-04, dot -0.506; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2961720824241638, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 6c664b9b to history. Total: 3
th(0)=0.2961720824241638;dx=-4.394130143301205E-8
Armijo: th(4189178.563950889)=0.4136081524193287; dx=-4.252814790937271E-9 evalInputDelta=-0.11743606999516487
New Minimum: 0.2961720824241638 > 0.2947533316910267
END: th(2094589.2819754444)=0.2947533316910267; dx=-1.4381884515361805E-8 evalInputDelta=0.0014187507331371307
Fitness changed from 0.2961720824241638 to 0.2947533316910267
Iteration 19 complete. Error: 0.2947533316910267 Total: 148.3660; Orientation: 0.2749; Line Search: 110.8608
Adding measurement 68b0966a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.409e+03, gradient 2.238e-04, dot -0.477; [11f4e04b-d064-409f-8891-0574cd9c4357 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2947533316910267, 4.039637543261051, 4.572858054190874, 4.897286746650934
LBFGS Accumulation History: 3 points
Removed measurement 68b0966a to history. Total: 3
th(0)=0.2947533316910267;dx=-4.928790355758555E-8
Armijo: th(4512655.810456873)=0.5138213708996773; dx=1.3159330675893102E-9 evalInputDelta=-0.2190680392086506
Armijo: th(2256327.9052284365)=0.3154092989861965; dx=-8.535456831060913E-9 evalInputDelta=-0.02065596729516983
New Minimum: 0.2947533316910267 > 0.2665470466017723
END: th(752109.3017428122)=0.2665470466017723; dx=-3.395370146922902E-8 evalInputDelta=0.02820628508925438
Fitness changed from 0.2947533316910267 to 0.2665470466017723
Iteration 20 complete. Error: 0.2665470466017723 Total: 183.5104; Orientation: 0.2752; Line Search: 144.6480
Final threshold in iteration 21: 0.2665470466017723 (> -Infinity) after 3125.896s (< 5400.000s)
