Reset training subject: 585312874223500
Reset training subject: 585326758851300
Adding measurement 49547f76 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.179844051599503;dx=-4.629829726804464E-8
New Minimum: 6.179844051599503 > 6.17984315007925
WOLFE (weak): th(2.154434690031884)=6.17984315007925; dx=-4.1866401876783905E-8 evalInputDelta=9.015202522277832E-7
New Minimum: 6.17984315007925 > 6.1798418536782265
WOLFE (weak): th(4.308869380063768)=6.1798418536782265; dx=-4.568577168819756E-8 evalInputDelta=2.1979212760925293E-6
New Minimum: 6.1798418536782265 > 6.179837614297867
WOLFE (weak): th(12.926608140191302)=6.179837614297867; dx=-4.626581428643266E-8 evalInputDelta=6.4373016357421875E-6
New Minimum: 6.179837614297867 > 6.17981693148613
WOLFE (weak): th(51.70643256076521)=6.17981693148613; dx=-4.509843617012624E-8 evalInputDelta=2.7120113372802734E-5
New Minimum: 6.17981693148613 > 6.179708153009415
WOLFE (weak): th(258.53216280382605)=6.179708153009415; dx=-4.639103852076381E-8 evalInputDelta=1.3589859008789062E-4
New Minimum: 6.179708153009415 > 6.179027542471886
WOLFE (weak): th(1551.1929768229563)=6.179027542471886; dx=-4.62589260583278E-8 evalInputDelta=8.165091276168823E-4
New Minimum: 6.179027542471886 > 6.174132399260998
WOLFE (weak): th(10858.350837760694)=6.174132399260998; dx=-4.6663794720032236E-8 evalInputDelta=0.005711652338504791
New Minimum: 6.174132399260998 > 6.134528934955597
WOLFE (weak): th(86866.80670208555)=6.134528934955597; dx=-4.5486234021550665E-8 evalInputDelta=0.04531511664390564
New Minimum: 6.134528934955597 > 5.8045806884765625
END: th(781801.26031877)=5.8045806884765625; dx=-3.0385176424551436E-8 evalInputDelta=0.37526336312294006
Fitness changed from 6.179844051599503 to 5.8045806884765625
Iteration 1 complete. Error: 5.8045806884765625 Total: 200.3632; Orientation: 0.0121; Line Search: 153.1996
Adding measurement 5eeaa700 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.8045806884765625;dx=-3.67425340296395E-8
New Minimum: 5.8045806884765625 > 5.239230901002884
END: th(1684339.7559414052)=5.239230901002884; dx=-2.804850639200116E-8 evalInputDelta=0.5653497874736786
Fitness changed from 5.8045806884765625 to 5.239230901002884
Iteration 2 complete. Error: 5.239230901002884 Total: 46.4295; Orientation: 0.0119; Line Search: 32.8113
Adding measurement 7108fd6d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.239230901002884;dx=-2.7208630688647478E-8
New Minimum: 5.239230901002884 > 4.628123268485069
END: th(3628800.0)=4.628123268485069; dx=-1.7229463770721668E-8 evalInputDelta=0.6111076325178146
Fitness changed from 5.239230901002884 to 4.628123268485069
Iteration 3 complete. Error: 4.628123268485069 Total: 47.8190; Orientation: 0.0127; Line Search: 32.9547
Adding measurement 7c35396e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.655e+03, gradient 1.607e-04, dot -0.571; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.628123268485069, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 7c35396e to history. Total: 3
th(0)=4.628123268485069;dx=-1.611166311530755E-8
New Minimum: 4.628123268485069 > 4.120838083326817
END: th(7818012.6031877)=4.120838083326817; dx=-5.952249417624219E-9 evalInputDelta=0.5072851851582527
Fitness changed from 4.628123268485069 to 4.120838083326817
Iteration 4 complete. Error: 4.120838083326817 Total: 46.8845; Orientation: 0.1729; Line Search: 29.9014
Adding measurement 5d7a22bd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.713e+03, gradient 1.554e-04, dot -0.450; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.120838083326817, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 5d7a22bd to history. Total: 3
th(0)=4.120838083326817;dx=-1.757565233467783E-8
Armijo: th(1.684339755941405E7)=4.760008729994297; dx=9.479593054223777E-10 evalInputDelta=-0.6391706466674805
New Minimum: 4.120838083326817 > 3.940412111580372
END: th(8421698.779707026)=3.940412111580372; dx=-3.656597576627442E-9 evalInputDelta=0.1804259717464447
Fitness changed from 4.120838083326817 to 3.940412111580372
Iteration 5 complete. Error: 3.940412111580372 Total: 62.8533; Orientation: 0.1724; Line Search: 47.7204
Adding measurement 271a3175 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.176e+03, gradient 1.640e-04, dot -0.393; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.940412111580372, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 271a3175 to history. Total: 3
th(0)=3.940412111580372;dx=-2.43278604644396E-8
Armijo: th(1.8144E7)=4.682001158595085; dx=4.1485043975769965E-9 evalInputDelta=-0.7415890470147133
New Minimum: 3.940412111580372 > 3.6563783288002014
WOLF (strong): th(9072000.0)=3.6563783288002014; dx=1.2286240027261975E-9 evalInputDelta=0.28403378278017044
New Minimum: 3.6563783288002014 > 3.5597154945135117
END: th(3024000.0)=3.5597154945135117; dx=-1.13861119558346E-8 evalInputDelta=0.3806966170668602
Fitness changed from 3.940412111580372 to 3.5597154945135117
Iteration 6 complete. Error: 3.5597154945135117 Total: 79.3113; Orientation: 0.1707; Line Search: 63.8106
Adding measurement 41b734a8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.149e+03, gradient 1.412e-04, dot -0.496; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5597154945135117, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 41b734a8 to history. Total: 3
th(0)=3.5597154945135117;dx=-1.7256713439026757E-8
New Minimum: 3.5597154945135117 > 3.369518458843231
END: th(6515010.502656417)=3.369518458843231; dx=-3.343766684243383E-9 evalInputDelta=0.19019703567028046
Fitness changed from 3.5597154945135117 to 3.369518458843231
Iteration 7 complete. Error: 3.369518458843231 Total: 49.1139; Orientation: 0.1790; Line Search: 32.6444
Adding measurement 44323237 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.264e+03, gradient 1.453e-04, dot -0.432; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.369518458843231, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 44323237 to history. Total: 3
th(0)=3.369518458843231;dx=-1.8030193103834648E-8
Armijo: th(1.4036164632845046E7)=3.9415605664253235; dx=3.3635781503928565E-9 evalInputDelta=-0.5720421075820923
New Minimum: 3.369518458843231 > 3.3391783237457275
WOLF (strong): th(7018082.316422523)=3.3391783237457275; dx=9.182452882620002E-10 evalInputDelta=0.030340135097503662
New Minimum: 3.3391783237457275 > 3.2012732326984406
END: th(2339360.772140841)=3.2012732326984406; dx=-1.1680429562634098E-8 evalInputDelta=0.16824522614479065
Fitness changed from 3.369518458843231 to 3.2012732326984406
Iteration 8 complete. Error: 3.2012732326984406 Total: 78.2810; Orientation: 0.1786; Line Search: 61.3182
Adding measurement 51f1e56f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.114e+03, gradient 1.339e-04, dot -0.442; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2012732326984406, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 51f1e56f to history. Total: 3
th(0)=3.2012732326984406;dx=-1.1881470767437592E-8
New Minimum: 3.2012732326984406 > 3.0283224657177925
END: th(5040000.000000001)=3.0283224657177925; dx=-1.842750810033118E-9 evalInputDelta=0.17295076698064804
Fitness changed from 3.2012732326984406 to 3.0283224657177925
Iteration 9 complete. Error: 3.0283224657177925 Total: 48.6432; Orientation: 0.1736; Line Search: 32.9682
Adding measurement 5e5d110 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.927e+03, gradient 1.362e-04, dot -0.448; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0283224657177925, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 5e5d110 to history. Total: 3
th(0)=3.0283224657177925;dx=-1.2936663797360287E-8
Armijo: th(1.0858350837760696E7)=3.445644184947014; dx=1.3977386325576227E-9 evalInputDelta=-0.41732171922922134
Armijo: th(5429175.418880348)=3.042646139860153; dx=-3.82366760290345E-10 evalInputDelta=-0.014323674142360687
New Minimum: 3.0283224657177925 > 2.948320671916008
END: th(1809725.1396267826)=2.948320671916008; dx=-8.523337184615812E-9 evalInputDelta=0.08000179380178452
Fitness changed from 3.0283224657177925 to 2.948320671916008
Iteration 10 complete. Error: 2.948320671916008 Total: 80.1262; Orientation: 0.1743; Line Search: 65.5758
Adding measurement 6522c938 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.236e+03, gradient 1.146e-04, dot -0.534; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.948320671916008, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 6522c938 to history. Total: 3
th(0)=2.948320671916008;dx=-1.0179026273609886E-8
New Minimum: 2.948320671916008 > 2.9029435217380524
END: th(3898934.620234735)=2.9029435217380524; dx=-4.696752373049249E-9 evalInputDelta=0.04537715017795563
Fitness changed from 2.948320671916008 to 2.9029435217380524
Iteration 11 complete. Error: 2.9029435217380524 Total: 45.4521; Orientation: 0.1734; Line Search: 29.9308
Adding measurement 723202df to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.422e+03, gradient 1.245e-04, dot -0.479; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9029435217380524, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 723202df to history. Total: 3
th(0)=2.9029435217380524;dx=-1.2645769003721574E-8
Armijo: th(8400000.000000002)=3.0690266489982605; dx=1.7023415079615774E-10 evalInputDelta=-0.16608312726020813
New Minimum: 2.9029435217380524 > 2.879907801747322
END: th(4200000.000000001)=2.879907801747322; dx=-1.8885103295551883E-9 evalInputDelta=0.023035719990730286
Fitness changed from 2.9029435217380524 to 2.879907801747322
Iteration 12 complete. Error: 2.879907801747322 Total: 64.3302; Orientation: 0.1731; Line Search: 47.3048
Adding measurement 69cb636f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.279e+03, gradient 1.299e-04, dot -0.432; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.879907801747322, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 69cb636f to history. Total: 3
th(0)=2.879907801747322;dx=-1.4006054050622314E-8
Armijo: th(9048625.698133914)=3.11690504103899; dx=2.2157851942513875E-9 evalInputDelta=-0.23699723929166794
New Minimum: 2.879907801747322 > 2.8514541164040565
WOLF (strong): th(4524312.849066957)=2.8514541164040565; dx=5.464363651231069E-10 evalInputDelta=0.028453685343265533
New Minimum: 2.8514541164040565 > 2.811588801443577
END: th(1508104.283022319)=2.811588801443577; dx=-1.046472182195755E-8 evalInputDelta=0.06831900030374527
Fitness changed from 2.879907801747322 to 2.811588801443577
Iteration 13 complete. Error: 2.811588801443577 Total: 80.4362; Orientation: 0.1732; Line Search: 63.3717
Adding measurement 20a939bb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.556e+03, gradient 1.165e-04, dot -0.485; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.811588801443577, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 20a939bb to history. Total: 3
th(0)=2.811588801443577;dx=-1.0455619926384912E-8
New Minimum: 2.811588801443577 > 2.7880124673247337
END: th(3249112.1835289462)=2.7880124673247337; dx=-2.785364706283969E-9 evalInputDelta=0.02357633411884308
Fitness changed from 2.811588801443577 to 2.7880124673247337
Iteration 14 complete. Error: 2.7880124673247337 Total: 44.1951; Orientation: 0.1696; Line Search: 29.2407
Adding measurement 4dc44cb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.587e+03, gradient 1.225e-04, dot -0.450; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7880124673247337, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 4dc44cb to history. Total: 3
th(0)=2.7880124673247337;dx=-1.2195966129323109E-8
Armijo: th(7000000.000000003)=2.869311198592186; dx=-5.595548149070981E-10 evalInputDelta=-0.08129873126745224
New Minimum: 2.7880124673247337 > 2.7627222314476967
END: th(3500000.0000000014)=2.7627222314476967; dx=-1.2153783157451702E-9 evalInputDelta=0.02529023587703705
Fitness changed from 2.7880124673247337 to 2.7627222314476967
Iteration 15 complete. Error: 2.7627222314476967 Total: 64.0275; Orientation: 0.1702; Line Search: 47.8159
Adding measurement 7934f29e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.641e+03, gradient 1.235e-04, dot -0.432; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7627222314476967, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 7934f29e to history. Total: 3
th(0)=2.7627222314476967;dx=-1.2513949007262736E-8
Armijo: th(7540521.415111597)=2.949249617755413; dx=-3.0516972644357824E-13 evalInputDelta=-0.18652738630771637
Armijo: th(3770260.7075557983)=2.775468334555626; dx=-5.379818761246637E-12 evalInputDelta=-0.01274610310792923
New Minimum: 2.7627222314476967 > 2.735447809100151
END: th(1256753.569185266)=2.735447809100151; dx=-9.152613616473813E-9 evalInputDelta=0.027274422347545624
Fitness changed from 2.7627222314476967 to 2.735447809100151
Iteration 16 complete. Error: 2.735447809100151 Total: 78.6435; Orientation: 0.1702; Line Search: 61.9500
Adding measurement 60fc5259 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.004e+03, gradient 1.095e-04, dot -0.497; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.735447809100151, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 60fc5259 to history. Total: 3
th(0)=2.735447809100151;dx=-9.955257046346099E-9
New Minimum: 2.735447809100151 > 2.7213711217045784
END: th(2707593.4862741223)=2.7213711217045784; dx=-1.8721401424017656E-9 evalInputDelta=0.014076687395572662
Fitness changed from 2.735447809100151 to 2.7213711217045784
Iteration 17 complete. Error: 2.7213711217045784 Total: 49.6719; Orientation: 0.1715; Line Search: 32.5895
Adding measurement 7adfef6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.347e+03, gradient 1.201e-04, dot -0.457; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7213711217045784, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 7adfef6 to history. Total: 3
th(0)=2.7213711217045784;dx=-1.1541123685399081E-8
Armijo: th(5833333.333333336)=2.7904084846377373; dx=-3.6082634778321795E-10 evalInputDelta=-0.06903736293315887
New Minimum: 2.7213711217045784 > 2.710236370563507
WOLF (strong): th(2916666.666666668)=2.710236370563507; dx=5.045942943948727E-10 evalInputDelta=0.01113475114107132
New Minimum: 2.710236370563507 > 2.70071704685688
END: th(972222.2222222226)=2.70071704685688; dx=-7.648594156331704E-9 evalInputDelta=0.02065407484769821
Fitness changed from 2.7213711217045784 to 2.70071704685688
Iteration 18 complete. Error: 2.70071704685688 Total: 80.7802; Orientation: 0.1712; Line Search: 64.8076
Adding measurement 506b2067 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.115e+03, gradient 1.002e-04, dot -0.527; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.70071704685688, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 506b2067 to history. Total: 3
th(0)=2.70071704685688;dx=-7.846138234942785E-9
New Minimum: 2.70071704685688 > 2.687072329223156
END: th(2094589.2819754435)=2.687072329223156; dx=-4.443219861263602E-9 evalInputDelta=0.013644717633724213
Fitness changed from 2.70071704685688 to 2.687072329223156
Iteration 19 complete. Error: 2.687072329223156 Total: 49.4737; Orientation: 0.1728; Line Search: 32.9650
Adding measurement 5c07e854 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.025e+03, gradient 1.042e-04, dot -0.494; [2d4b6601-060b-4748-a7e7-1fa3c8a40930 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.687072329223156, 5.239230901002884, 5.8045806884765625, 6.179844051599503
LBFGS Accumulation History: 3 points
Removed measurement 5c07e854 to history. Total: 3
th(0)=2.687072329223156;dx=-8.62372978131042E-9
Armijo: th(4512655.810456871)=2.70802666246891; dx=-2.7490876531634804E-9 evalInputDelta=-0.020954333245754242
New Minimum: 2.687072329223156 > 2.677118882536888
END: th(2256327.9052284355)=2.677118882536888; dx=-3.218675996545863E-9 evalInputDelta=0.009953446686267853
Fitness changed from 2.687072329223156 to 2.677118882536888
Iteration 20 complete. Error: 2.677118882536888 Total: 60.1262; Orientation: 0.1721; Line Search: 43.2627
Final threshold in iteration 21: 2.677118882536888 (> -Infinity) after 1356.962s (< 5400.000s)
