Reset training subject: 113127926335300
Reset training subject: 113157495637200
Adding measurement 5f2062f3 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.9741972275078297;dx=-1.0291558337316695E-5
New Minimum: 1.9741972275078297 > 1.974187046289444
WOLFE (weak): th(2.154434690031884)=1.974187046289444; dx=-9.401993628920591E-6 evalInputDelta=1.0181218385696411E-5
New Minimum: 1.974187046289444 > 1.974176824092865
WOLFE (weak): th(4.308869380063768)=1.974176824092865; dx=-9.40200989632598E-6 evalInputDelta=2.0403414964675903E-5
New Minimum: 1.974176824092865 > 1.9741363488137722
WOLFE (weak): th(12.926608140191302)=1.9741363488137722; dx=-9.401656254860018E-6 evalInputDelta=6.08786940574646E-5
New Minimum: 1.9741363488137722 > 1.9739541411399841
WOLFE (weak): th(51.70643256076521)=1.9739541411399841; dx=-9.401375292332784E-6 evalInputDelta=2.4308636784553528E-4
New Minimum: 1.9739541411399841 > 1.9729818888008595
WOLFE (weak): th(258.53216280382605)=1.9729818888008595; dx=-9.399960827605629E-6 evalInputDelta=0.0012153387069702148
New Minimum: 1.9729818888008595 > 1.9669087082147598
WOLFE (weak): th(1551.1929768229563)=1.9669087082147598; dx=-9.393558822993118E-6 evalInputDelta=0.0072885192930698395
New Minimum: 1.9669087082147598 > 1.9232602715492249
WOLFE (weak): th(10858.350837760694)=1.9232602715492249; dx=-9.35473993255184E-6 evalInputDelta=0.05093695595860481
New Minimum: 1.9232602715492249 > 1.5788433402776718
END: th(86866.80670208555)=1.5788433402776718; dx=-8.661901637092537E-6 evalInputDelta=0.39535388723015785
Fitness changed from 1.9741972275078297 to 1.5788433402776718
Iteration 1 complete. Error: 1.5788433402776718 Total: 371.4245; Orientation: 0.0127; Line Search: 276.5467
Adding measurement 1ba073fc to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.5788433402776718;dx=-8.765584544817872E-6
New Minimum: 1.5788433402776718 > 0.8585251979529858
END: th(187148.86177126726)=0.8585251979529858; dx=-6.42222049143986E-6 evalInputDelta=0.720318142324686
Fitness changed from 1.5788433402776718 to 0.8585251979529858
Iteration 2 complete. Error: 0.8585251979529858 Total: 92.5145; Orientation: 0.0125; Line Search: 61.1860
Adding measurement 721f8a0f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.8585251979529858;dx=-6.12095633003369E-6
New Minimum: 0.8585251979529858 > -0.033390287309885025
END: th(403200.00000000006)=-0.033390287309885025; dx=-2.729508967707065E-6 evalInputDelta=0.8919154852628708
Fitness changed from 0.8585251979529858 to -0.033390287309885025
Iteration 3 complete. Error: -0.033390287309885025 Total: 92.3408; Orientation: 0.0126; Line Search: 60.3291
Adding measurement 7f5b61f9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.795e+03, gradient 1.633e-03, dot -0.637; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.033390287309885025, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 7f5b61f9 to history. Total: 3
th(0)=-0.033390287309885025;dx=-2.668026926470061E-6
New Minimum: -0.033390287309885025 > -0.7447048127651215
END: th(868668.0670208557)=-0.7447048127651215; dx=-8.729528865125997E-7 evalInputDelta=0.7113145254552364
Fitness changed from -0.033390287309885025 to -0.7447048127651215
Iteration 4 complete. Error: -0.7447048127651215 Total: 89.2095; Orientation: 0.2037; Line Search: 59.5786
Adding measurement 570385ad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.253e+03, gradient 1.175e-03, dot -0.525; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7447048127651215, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 570385ad to history. Total: 3
th(0)=-0.7447048127651215;dx=-1.3800412200383403E-6
Armijo: th(1871488.617712673)=-0.6675187721848488; dx=5.791520930589088E-7 evalInputDelta=-0.07718604058027267
New Minimum: -0.7447048127651215 > -0.90089176222682
WOLF (strong): th(935744.3088563365)=-0.90089176222682; dx=3.1955333649142385E-7 evalInputDelta=0.15618694946169853
END: th(311914.76961877884)=-0.8908228352665901; dx=-5.410163600987546E-7 evalInputDelta=0.14611802250146866
Fitness changed from -0.7447048127651215 to -0.90089176222682
Iteration 5 complete. Error: -0.90089176222682 Total: 150.9420; Orientation: 0.2031; Line Search: 119.9926
Adding measurement 45cb61d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.892e+02, gradient 1.916e-03, dot -0.353; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.90089176222682, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 45cb61d9 to history. Total: 3
th(0)=-0.90089176222682;dx=-3.672844061807274E-6
New Minimum: -0.90089176222682 > -0.9301966279745102
WOLF (strong): th(672000.0000000002)=-0.9301966279745102; dx=1.7325849605815942E-6 evalInputDelta=0.0293048657476902
New Minimum: -0.9301966279745102 > -1.1418573558330536
WOLF (strong): th(336000.0000000001)=-1.1418573558330536; dx=3.8044719157725546E-7 evalInputDelta=0.2409655936062336
END: th(112000.00000000004)=-1.060113862156868; dx=-2.0515869718785466E-6 evalInputDelta=0.159222099930048
Fitness changed from -0.90089176222682 to -1.1418573558330536
Iteration 6 complete. Error: -1.1418573558330536 Total: 153.5641; Orientation: 0.2006; Line Search: 124.0034
Adding measurement 12dc1bf0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.584e+03, gradient 8.360e-04, dot -0.487; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1418573558330536, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 12dc1bf0 to history. Total: 3
th(0)=-1.1418573558330536;dx=-6.988363556386669E-7
New Minimum: -1.1418573558330536 > -1.2076360024511814
END: th(241296.68528357107)=-1.2076360024511814; dx=-3.9896933911885277E-7 evalInputDelta=0.06577864661812782
Fitness changed from -1.1418573558330536 to -1.2076360024511814
Iteration 7 complete. Error: -1.2076360024511814 Total: 94.9111; Orientation: 0.2016; Line Search: 61.8337
Adding measurement 2dd15483 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.455e+03, gradient 6.059e-04, dot -0.614; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2076360024511814, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 2dd15483 to history. Total: 3
th(0)=-1.2076360024511814;dx=-3.6710326964230926E-7
New Minimum: -1.2076360024511814 > -1.2949645183980465
END: th(519857.9493646315)=-1.2949645183980465; dx=-3.065997060165477E-7 evalInputDelta=0.08732851594686508
Fitness changed from -1.2076360024511814 to -1.2949645183980465
Iteration 8 complete. Error: -1.2949645183980465 Total: 88.8937; Orientation: 0.2010; Line Search: 59.6831
Adding measurement 2f8a25a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.293e+03, gradient 5.408e-04, dot -0.611; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2949645183980465, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 2f8a25a9 to history. Total: 3
th(0)=-1.2949645183980465;dx=-2.9250891557222496E-7
New Minimum: -1.2949645183980465 > -1.4378019571304321
END: th(1120000.0000000007)=-1.4378019571304321; dx=-2.206711267164242E-7 evalInputDelta=0.14283743873238564
Fitness changed from -1.2949645183980465 to -1.4378019571304321
Iteration 9 complete. Error: -1.4378019571304321 Total: 87.1904; Orientation: 0.2029; Line Search: 57.6539
Adding measurement 119448f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.215e+03, gradient 4.718e-04, dot -0.605; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4378019571304321, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 119448f2 to history. Total: 3
th(0)=-1.4378019571304321;dx=-2.2262958634481121E-7
New Minimum: -1.4378019571304321 > -1.617869172245264
END: th(2412966.8528357116)=-1.617869172245264; dx=-9.02399890983472E-8 evalInputDelta=0.18006721511483192
Fitness changed from -1.4378019571304321 to -1.617869172245264
Iteration 10 complete. Error: -1.617869172245264 Total: 94.9577; Orientation: 0.2023; Line Search: 61.9717
Adding measurement 33d39894 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.710e+02, gradient 7.156e-04, dot -0.365; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.617869172245264, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 33d39894 to history. Total: 3
th(0)=-1.617869172245264;dx=-5.121248316683308E-7
Armijo: th(5198579.493646316)=-0.3424985408782959; dx=2.268798966903512E-7 evalInputDelta=-1.2753706313669682
Armijo: th(2599289.746823158)=-0.9695513173937798; dx=7.844464277099483E-7 evalInputDelta=-0.6483178548514843
New Minimum: -1.617869172245264 > -1.6178866289556026
WOLF (strong): th(866429.9156077193)=-1.6178866289556026; dx=4.272811527558692E-7 evalInputDelta=1.745671033859253E-5
New Minimum: -1.6178866289556026 > -1.6580143496394157
END: th(216607.47890192983)=-1.6580143496394157; dx=-2.3341981535170785E-7 evalInputDelta=0.04014517739415169
Fitness changed from -1.617869172245264 to -1.6580143496394157
Iteration 11 complete. Error: -1.6580143496394157 Total: 182.9185; Orientation: 0.2009; Line Search: 151.1493
Adding measurement 288cc672 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.634e+02, gradient 4.091e-04, dot -0.510; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6580143496394157, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 288cc672 to history. Total: 3
th(0)=-1.6580143496394157;dx=-1.674011546762066E-7
New Minimum: -1.6580143496394157 > -1.6911971904337406
END: th(466666.66666666704)=-1.6911971904337406; dx=-1.1778760714254256E-7 evalInputDelta=0.033182840794324875
Fitness changed from -1.6580143496394157 to -1.6911971904337406
Iteration 12 complete. Error: -1.6911971904337406 Total: 92.3004; Orientation: 0.2844; Line Search: 62.1815
Adding measurement 295aba25 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.000e+03, gradient 3.665e-04, dot -0.571; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6911971904337406, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 295aba25 to history. Total: 3
th(0)=-1.6911971904337406;dx=-1.3432110870366738E-7
New Minimum: -1.6911971904337406 > -1.74822798371315
END: th(1005402.8553482132)=-1.74822798371315; dx=-9.485534015025453E-8 evalInputDelta=0.05703079327940941
Fitness changed from -1.6911971904337406 to -1.74822798371315
Iteration 13 complete. Error: -1.74822798371315 Total: 93.0503; Orientation: 0.2783; Line Search: 60.4035
Adding measurement 1a10aa6e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.458e+02, gradient 3.914e-04, dot -0.526; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.74822798371315, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 1a10aa6e to history. Total: 3
th(0)=-1.74822798371315;dx=-1.5318681554812714E-7
Armijo: th(2166074.7890192987)=-1.7417691797018051; dx=1.3832804770882928E-7 evalInputDelta=-0.00645880401134491
New Minimum: -1.74822798371315 > -1.7846156731247902
WOLF (strong): th(1083037.3945096494)=-1.7846156731247902; dx=1.2625355134254202E-8 evalInputDelta=0.03638768941164017
END: th(361012.46483654977)=-1.770484372973442; dx=-9.382715303462227E-8 evalInputDelta=0.022256389260292053
Fitness changed from -1.74822798371315 to -1.7846156731247902
Iteration 14 complete. Error: -1.7846156731247902 Total: 150.0905; Orientation: 0.2030; Line Search: 119.9502
Adding measurement 50bbc0ab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.063e+03, gradient 6.529e-04, dot -0.330; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7846156731247902, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 50bbc0ab to history. Total: 3
th(0)=-1.7846156731247902;dx=-4.263013571070215E-7
New Minimum: -1.7846156731247902 > -1.7852036952972412
WOLF (strong): th(777777.7777777785)=-1.7852036952972412; dx=3.4951493932309445E-7 evalInputDelta=5.880221724510193E-4
New Minimum: -1.7852036952972412 > -1.822852712124586
WOLF (strong): th(388888.8888888892)=-1.822852712124586; dx=1.713794748254801E-8 evalInputDelta=0.038237038999795914
END: th(129629.62962962974)=-1.8070944361388683; dx=-2.6805423901723706E-7 evalInputDelta=0.02247876301407814
Fitness changed from -1.7846156731247902 to -1.822852712124586
Iteration 15 complete. Error: -1.822852712124586 Total: 154.1605; Orientation: 0.2016; Line Search: 124.1824
Adding measurement 6656e6e1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.007e+03, gradient 3.715e-04, dot -0.537; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.822852712124586, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 6656e6e1 to history. Total: 3
th(0)=-1.822852712124586;dx=-1.380170991093498E-7
New Minimum: -1.822852712124586 > -1.8390884809195995
END: th(279278.57093005924)=-1.8390884809195995; dx=-9.474222006907108E-8 evalInputDelta=0.016235768795013428
Fitness changed from -1.822852712124586 to -1.8390884809195995
Iteration 16 complete. Error: -1.8390884809195995 Total: 95.9139; Orientation: 0.2020; Line Search: 62.9753
Adding measurement 45d5a356 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.015e+03, gradient 3.055e-04, dot -0.625; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8390884809195995, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 45d5a356 to history. Total: 3
th(0)=-1.8390884809195995;dx=-9.332587755437098E-8
New Minimum: -1.8390884809195995 > -1.8660522177815437
WOLFE (weak): th(601687.4413942497)=-1.8660522177815437; dx=-8.643508741274223E-8 evalInputDelta=0.0269637368619442
New Minimum: -1.8660522177815437 > -1.8912073485553265
END: th(1203374.8827884994)=-1.8912073485553265; dx=-8.092656093094207E-8 evalInputDelta=0.05211886763572693
Fitness changed from -1.8390884809195995 to -1.8912073485553265
Iteration 17 complete. Error: -1.8912073485553265 Total: 126.8238; Orientation: 0.2036; Line Search: 97.1764
Adding measurement 4687974e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.012e+03, gradient 2.939e-04, dot -0.617; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8912073485553265, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 4687974e to history. Total: 3
th(0)=-1.8912073485553265;dx=-8.63757303930964E-8
New Minimum: -1.8912073485553265 > -1.9805716499686241
END: th(2592592.592592595)=-1.9805716499686241; dx=-5.600757574616383E-8 evalInputDelta=0.08936430141329765
Fitness changed from -1.8912073485553265 to -1.9805716499686241
Iteration 18 complete. Error: -1.9805716499686241 Total: 92.7845; Orientation: 0.2092; Line Search: 59.8938
Adding measurement 6809fdda to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.009e+03, gradient 3.735e-04, dot -0.468; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9805716499686241, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 6809fdda to history. Total: 3
th(0)=-1.9805716499686241;dx=-1.3950998140195985E-7
Armijo: th(5585571.418601186)=-1.205352082848549; dx=4.5388029705572937E-7 evalInputDelta=-0.7752195671200752
Armijo: th(2792785.709300593)=-1.7972873412072659; dx=3.4242292065172184E-7 evalInputDelta=-0.18328430876135826
New Minimum: -1.9805716499686241 > -1.998397208750248
WOLF (strong): th(930928.5697668643)=-1.998397208750248; dx=5.935553285817477E-8 evalInputDelta=0.01782555878162384
END: th(232732.14244171607)=-1.993802409619093; dx=-8.805768212907585E-8 evalInputDelta=0.013230759650468826
Fitness changed from -1.9805716499686241 to -1.998397208750248
Iteration 19 complete. Error: -1.998397208750248 Total: 180.4570; Orientation: 0.2012; Line Search: 152.1652
Adding measurement 43ca571f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.837e+02, gradient 5.834e-04, dot -0.295; [2aa41d8b-c1e2-4d98-b3c4-d176dbc7e96e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.998397208750248, 0.8585251979529858, 1.5788433402776718, 1.9741972275078297
LBFGS Accumulation History: 3 points
Removed measurement 43ca571f to history. Total: 3
th(0)=-1.998397208750248;dx=-3.403896050278994E-7
New Minimum: -1.998397208750248 > -2.025316707789898
WOLF (strong): th(501406.2011618748)=-2.025316707789898; dx=1.0426908753425549E-7 evalInputDelta=0.026919499039649963
New Minimum: -2.025316707789898 > -2.025817673653364
END: th(250703.1005809374)=-2.025817673653364; dx=-1.0195714422305571E-7 evalInputDelta=0.027420464903116226
Fitness changed from -1.998397208750248 to -2.025817673653364
Iteration 20 complete. Error: -2.025817673653364 Total: 130.7907; Orientation: 0.2038; Line Search: 98.3583
Final threshold in iteration 21: -2.025817673653364 (> -Infinity) after 2615.239s (< 5400.000s)
