Reset training subject: 45490989943700
Reset training subject: 45498194247800
Adding measurement 10306db0 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.126204657368362;dx=-5.134923584089532E-7
New Minimum: 10.126204657368362 > 10.126204035244882
WOLFE (weak): th(2.154434690031884)=10.126204035244882; dx=-5.122760703787794E-7 evalInputDelta=6.221234798431396E-7
New Minimum: 10.126204035244882 > 10.126203499734402
WOLFE (weak): th(4.308869380063768)=10.126203499734402; dx=-5.137597408960596E-7 evalInputDelta=1.1576339602470398E-6
New Minimum: 10.126203499734402 > 10.126201430801302
WOLFE (weak): th(12.926608140191302)=10.126201430801302; dx=-5.138618546342423E-7 evalInputDelta=3.2265670597553253E-6
New Minimum: 10.126201430801302 > 10.12619169196114
WOLFE (weak): th(51.70643256076521)=10.12619169196114; dx=-5.107088323448569E-7 evalInputDelta=1.2965407222509384E-5
New Minimum: 10.12619169196114 > 10.126140659675002
WOLFE (weak): th(258.53216280382605)=10.126140659675002; dx=-5.128394265454046E-7 evalInputDelta=6.399769335985184E-5
New Minimum: 10.126140659675002 > 10.125821312423795
WOLFE (weak): th(1551.1929768229563)=10.125821312423795; dx=-5.121362043180136E-7 evalInputDelta=3.8334494456648827E-4
New Minimum: 10.125821312423795 > 10.123522204346955
WOLFE (weak): th(10858.350837760694)=10.123522204346955; dx=-5.090280439290672E-7 evalInputDelta=0.0026824530214071274
New Minimum: 10.123522204346955 > 10.105687026400119
WOLFE (weak): th(86866.80670208555)=10.105687026400119; dx=-4.7011566119214187E-7 evalInputDelta=0.020517630968242884
New Minimum: 10.105687026400119 > 10.009906696621329
END: th(781801.26031877)=10.009906696621329; dx=-2.3750772149206326E-7 evalInputDelta=0.11629796074703336
Fitness changed from 10.126204657368362 to 10.009906696621329
Iteration 1 complete. Error: 10.009906696621329 Total: 93.0134; Orientation: 0.0035; Line Search: 70.6246
Adding measurement 34a637ef to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=10.009906696621329;dx=-9.083544896448185E-7
New Minimum: 10.009906696621329 > 9.212984722107649
END: th(1684339.7559414052)=9.212984722107649; dx=-3.096696685446609E-7 evalInputDelta=0.7969219745136797
Fitness changed from 10.009906696621329 to 9.212984722107649
Iteration 2 complete. Error: 9.212984722107649 Total: 21.1087; Orientation: 0.0020; Line Search: 13.9853
Adding measurement 2e65f90 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=9.212984722107649;dx=-1.4725911602125528E-6
New Minimum: 9.212984722107649 > 8.154122713953257
END: th(3628800.0)=8.154122713953257; dx=-2.5579087154485026E-7 evalInputDelta=1.0588620081543922
Fitness changed from 9.212984722107649 to 8.154122713953257
Iteration 3 complete. Error: 8.154122713953257 Total: 21.8317; Orientation: 0.0018; Line Search: 14.0524
Adding measurement d96d268 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.762e+04, gradient 9.715e-04, dot -0.201; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.154122713953257, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement d96d268 to history. Total: 3
th(0)=8.154122713953257;dx=-9.412042220597803E-7
New Minimum: 8.154122713953257 > 6.308913107961416
END: th(7818012.6031877)=6.308913107961416; dx=-1.7413135158094807E-7 evalInputDelta=1.8452096059918404
Fitness changed from 8.154122713953257 to 6.308913107961416
Iteration 4 complete. Error: 6.308913107961416 Total: 21.1697; Orientation: 0.0346; Line Search: 14.1762
Adding measurement 3c0a6639 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.209e+04, gradient 8.551e-04, dot -0.193; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.308913107961416, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 3c0a6639 to history. Total: 3
th(0)=6.308913107961416;dx=-7.295748958677849E-7
New Minimum: 6.308913107961416 > 5.950116228312254
WOLF (strong): th(1.684339755941405E7)=5.950116228312254; dx=2.7333211452990055E-8 evalInputDelta=0.3587968796491623
New Minimum: 5.950116228312254 > 4.868865214288235
END: th(8421698.779707026)=4.868865214288235; dx=-1.374170523874024E-7 evalInputDelta=1.4400478936731815
Fitness changed from 6.308913107961416 to 4.868865214288235
Iteration 5 complete. Error: 4.868865214288235 Total: 27.9906; Orientation: 0.0343; Line Search: 20.8646
Adding measurement 3e5703ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.415e+04, gradient 6.860e-04, dot -0.141; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.868865214288235, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 3e5703ce to history. Total: 3
th(0)=4.868865214288235;dx=-4.699651909511555E-7
New Minimum: 4.868865214288235 > 4.619804080575705
END: th(1.8144E7)=4.619804080575705; dx=-3.368694286262565E-8 evalInputDelta=0.24906113371253014
Fitness changed from 4.868865214288235 to 4.619804080575705
Iteration 6 complete. Error: 4.619804080575705 Total: 21.7014; Orientation: 0.0341; Line Search: 14.5490
Adding measurement 7f80c90 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.131e+03, gradient 7.339e-04, dot -0.178; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.619804080575705, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 7f80c90 to history. Total: 3
th(0)=4.619804080575705;dx=-5.376088332333198E-7
Armijo: th(3.90900630159385E7)=8.419275280088186; dx=1.3116205616274834E-7 evalInputDelta=-3.7994711995124817
New Minimum: 4.619804080575705 > 4.520798895508051
END: th(1.954503150796925E7)=4.520798895508051; dx=-6.251667171102271E-9 evalInputDelta=0.09900518506765366
Fitness changed from 4.619804080575705 to 4.520798895508051
Iteration 7 complete. Error: 4.520798895508051 Total: 28.0006; Orientation: 0.0340; Line Search: 20.8249
Adding measurement 398db9ad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.941e+03, gradient 6.945e-04, dot -0.080; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.520798895508051, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 398db9ad to history. Total: 3
th(0)=4.520798895508051;dx=-4.808001438480557E-7
Armijo: th(4.210849389853513E7)=10.203210011124611; dx=1.591748304237547E-7 evalInputDelta=-5.68241111561656
Armijo: th(2.1054246949267566E7)=5.149176195263863; dx=3.030462735825968E-8 evalInputDelta=-0.6283772997558117
New Minimum: 4.520798895508051 > 3.9029726162552834
END: th(7018082.316422522)=3.9029726162552834; dx=-2.0517982266110027E-7 evalInputDelta=0.6178262792527676
Fitness changed from 4.520798895508051 to 3.9029726162552834
Iteration 8 complete. Error: 3.9029726162552834 Total: 35.8183; Orientation: 0.0334; Line Search: 28.3747
Adding measurement 685defae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.162e+04, gradient 5.030e-04, dot -0.114; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9029726162552834, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 685defae to history. Total: 3
th(0)=3.9029726162552834;dx=-2.5256966819124374E-7
New Minimum: 3.9029726162552834 > 3.7656416296958923
END: th(1.5120000000000002E7)=3.7656416296958923; dx=-6.514753135135841E-8 evalInputDelta=0.13733098655939102
Fitness changed from 3.9029726162552834 to 3.7656416296958923
Iteration 9 complete. Error: 3.7656416296958923 Total: 21.1380; Orientation: 0.0328; Line Search: 14.1080
Adding measurement 5573adc3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.046e+03, gradient 5.042e-04, dot -0.081; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7656416296958923, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 5573adc3 to history. Total: 3
th(0)=3.7656416296958923;dx=-2.5355787035912413E-7
Armijo: th(3.2575052513282087E7)=5.356914907693863; dx=7.125466859135139E-8 evalInputDelta=-1.5912732779979706
New Minimum: 3.7656416296958923 > 3.6591187305748463
END: th(1.6287526256641043E7)=3.6591187305748463; dx=-2.2529905711098185E-8 evalInputDelta=0.10652289912104607
Fitness changed from 3.7656416296958923 to 3.6591187305748463
Iteration 10 complete. Error: 3.6591187305748463 Total: 28.2432; Orientation: 0.0373; Line Search: 20.9910
Adding measurement 6ec0fdc0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.423e+03, gradient 4.928e-04, dot -0.081; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6591187305748463, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 6ec0fdc0 to history. Total: 3
th(0)=3.6591187305748463;dx=-2.422496824568781E-7
Armijo: th(3.509041158211262E7)=5.736284825950861; dx=1.0913961984811146E-7 evalInputDelta=-2.0771660953760147
New Minimum: 3.6591187305748463 > 3.636325590312481
WOLF (strong): th(1.754520579105631E7)=3.636325590312481; dx=7.934130623627703E-9 evalInputDelta=0.02279314026236534
New Minimum: 3.636325590312481 > 3.2999117001891136
END: th(5848401.930352103)=3.2999117001891136; dx=-1.2545635860193362E-7 evalInputDelta=0.35920703038573265
Fitness changed from 3.6591187305748463 to 3.2999117001891136
Iteration 11 complete. Error: 3.2999117001891136 Total: 36.3412; Orientation: 0.0334; Line Search: 29.3697
Adding measurement 60d49aae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.947e+03, gradient 3.713e-04, dot -0.118; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2999117001891136, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 60d49aae to history. Total: 3
th(0)=3.2999117001891136;dx=-1.3752490234059295E-7
New Minimum: 3.2999117001891136 > 3.1248948350548744
END: th(1.2600000000000004E7)=3.1248948350548744; dx=-5.0093136605958564E-8 evalInputDelta=0.1750168651342392
Fitness changed from 3.2999117001891136 to 3.1248948350548744
Iteration 12 complete. Error: 3.1248948350548744 Total: 21.1681; Orientation: 0.0337; Line Search: 13.9696
Adding measurement 2c57c049 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.003e+04, gradient 3.609e-04, dot -0.118; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.1248948350548744, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 2c57c049 to history. Total: 3
th(0)=3.1248948350548744;dx=-1.2991906736029406E-7
Armijo: th(2.7145877094401743E7)=3.5811085626482964; dx=1.7434903279722697E-8 evalInputDelta=-0.45621372759342194
New Minimum: 3.1248948350548744 > 3.0104698352515697
END: th(1.3572938547200872E7)=3.0104698352515697; dx=-2.563792808168978E-8 evalInputDelta=0.11442499980330467
Fitness changed from 3.1248948350548744 to 3.0104698352515697
Iteration 13 complete. Error: 3.0104698352515697 Total: 28.2720; Orientation: 0.0347; Line Search: 21.1675
Adding measurement 4d53bba5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.841e+03, gradient 3.676e-04, dot -0.111; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0104698352515697, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 4d53bba5 to history. Total: 3
th(0)=3.0104698352515697;dx=-1.3491215203174648E-7
Armijo: th(2.924200965176052E7)=3.776803210377693; dx=4.5182216056901625E-8 evalInputDelta=-0.7663333751261234
New Minimum: 3.0104698352515697 > 2.9576813839375973
END: th(1.462100482588026E7)=2.9576813839375973; dx=-2.5487663340727297E-9 evalInputDelta=0.05278845131397247
Fitness changed from 3.0104698352515697 to 2.9576813839375973
Iteration 14 complete. Error: 2.9576813839375973 Total: 27.8378; Orientation: 0.0335; Line Search: 20.8814
Adding measurement 666fc36f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.104e+04, gradient 3.871e-04, dot -0.111; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9576813839375973, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 666fc36f to history. Total: 3
th(0)=2.9576813839375973;dx=-1.4940481214403172E-7
Armijo: th(3.1500000000000015E7)=4.169543072581291; dx=8.337618354594866E-8 evalInputDelta=-1.211861688643694
New Minimum: 2.9576813839375973 > 2.906999159604311
WOLF (strong): th(1.5750000000000007E7)=2.906999159604311; dx=2.1326319308623824E-8 evalInputDelta=0.050682224333286285
New Minimum: 2.906999159604311 > 2.7280316799879074
END: th(5250000.000000003)=2.7280316799879074; dx=-7.562503734426314E-8 evalInputDelta=0.22964970394968987
Fitness changed from 2.9576813839375973 to 2.7280316799879074
Iteration 15 complete. Error: 2.7280316799879074 Total: 36.5417; Orientation: 0.0343; Line Search: 29.3723
Adding measurement 1b801d7a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.233e+04, gradient 2.918e-04, dot -0.153; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7280316799879074, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 1b801d7a to history. Total: 3
th(0)=2.7280316799879074;dx=-8.488539049596035E-8
New Minimum: 2.7280316799879074 > 2.5954340025782585
END: th(1.1310782122667396E7)=2.5954340025782585; dx=-3.105228193440681E-8 evalInputDelta=0.1325976774096489
Fitness changed from 2.7280316799879074 to 2.5954340025782585
Iteration 16 complete. Error: 2.5954340025782585 Total: 20.9866; Orientation: 0.0330; Line Search: 14.0805
Adding measurement 380c12d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.198e+04, gradient 2.890e-04, dot -0.147; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5954340025782585, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 380c12d8 to history. Total: 3
th(0)=2.5954340025782585;dx=-8.323759706040011E-8
Armijo: th(2.4368341376467105E7)=2.7894083820283413; dx=8.835572208054247E-9 evalInputDelta=-0.19397437945008278
New Minimum: 2.5954340025782585 > 2.5152431949973106
END: th(1.2184170688233553E7)=2.5152431949973106; dx=-1.837670573153337E-8 evalInputDelta=0.08019080758094788
Fitness changed from 2.5954340025782585 to 2.5152431949973106
Iteration 17 complete. Error: 2.5152431949973106 Total: 28.4859; Orientation: 0.0335; Line Search: 21.2916
Adding measurement 6d2ca2e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.289e+04, gradient 3.056e-04, dot -0.144; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5152431949973106, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 6d2ca2e7 to history. Total: 3
th(0)=2.5152431949973106;dx=-9.305226728525573E-8
Armijo: th(2.625000000000002E7)=2.8923833668231964; dx=2.7903988746040953E-8 evalInputDelta=-0.3771401718258858
New Minimum: 2.5152431949973106 > 2.4398129023611546
END: th(1.312500000000001E7)=2.4398129023611546; dx=-1.4768805556640032E-9 evalInputDelta=0.07543029263615608
Fitness changed from 2.5152431949973106 to 2.4398129023611546
Iteration 18 complete. Error: 2.4398129023611546 Total: 28.1118; Orientation: 0.0333; Line Search: 21.1467
Adding measurement c5b815a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.076e+04, gradient 3.296e-04, dot -0.115; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.4398129023611546, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement c5b815a to history. Total: 3
th(0)=2.4398129023611546;dx=-1.0825490506532338E-7
Armijo: th(2.8276955306668494E7)=3.1717743389308453; dx=5.804397074508621E-8 evalInputDelta=-0.7319614365696907
New Minimum: 2.4398129023611546 > 2.3984906375408173
WOLF (strong): th(1.4138477653334247E7)=2.3984906375408173; dx=1.6918652479337482E-8 evalInputDelta=0.041322264820337296
New Minimum: 2.3984906375408173 > 2.292558517307043
END: th(4712825.884444749)=2.292558517307043; dx=-5.385490942146482E-8 evalInputDelta=0.14725438505411148
Fitness changed from 2.4398129023611546 to 2.292558517307043
Iteration 19 complete. Error: 2.292558517307043 Total: 36.2852; Orientation: 0.0342; Line Search: 29.0337
Adding measurement 627adb70 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.243e+04, gradient 2.470e-04, dot -0.164; [6853e18a-3907-4c6f-b2db-a685bbf5bfeb = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.292558517307043, 9.212984722107649, 10.009906696621329, 10.126204657368362
LBFGS Accumulation History: 3 points
Removed measurement 627adb70 to history. Total: 3
th(0)=2.292558517307043;dx=-6.07890699367767E-8
New Minimum: 2.292558517307043 > 2.2037493735551834
END: th(1.0153475573527962E7)=2.2037493735551834; dx=-2.6342845145521173E-8 evalInputDelta=0.08880914375185966
Fitness changed from 2.292558517307043 to 2.2037493735551834
Iteration 20 complete. Error: 2.2037493735551834 Total: 21.5226; Orientation: 0.0348; Line Search: 14.4116
Final threshold in iteration 21: 2.2037493735551834 (> -Infinity) after 605.568s (< 5400.000s)
