Reset training subject: 5000607953555
Reset training subject: 5005516092113
Adding measurement 424ca27c to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.745020996779203;dx=-7.987808684550779E-7
New Minimum: 6.745020996779203 > 6.745014779269695
WOLFE (weak): th(2.154434690031884)=6.745014779269695; dx=-7.314464508504821E-7 evalInputDelta=6.2175095081329346E-6
New Minimum: 6.745014779269695 > 6.7450085654854774
WOLFE (weak): th(4.308869380063768)=6.7450085654854774; dx=-7.409955247484995E-7 evalInputDelta=1.2431293725967407E-5
New Minimum: 6.7450085654854774 > 6.744984231889248
END: th(12.926608140191302)=6.744984231889248; dx=-7.112000576044613E-7 evalInputDelta=3.676488995552063E-5
Fitness changed from 6.745020996779203 to 6.744984231889248
Iteration 1 complete. Error: 6.744984231889248 Total: 33.6926; Orientation: 0.0049; Line Search: 19.0813
Adding measurement 29e5d68 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.744984231889248;dx=-6.94451870564824E-7
New Minimum: 6.744984231889248 > 6.744904860854149
WOLFE (weak): th(27.849533001676672)=6.744904860854149; dx=-6.440341648095851E-7 evalInputDelta=7.937103509902954E-5
New Minimum: 6.744904860854149 > 6.74482524767518
WOLFE (weak): th(55.699066003353344)=6.74482524767518; dx=-6.847480142978766E-7 evalInputDelta=1.589842140674591E-4
New Minimum: 6.74482524767518 > 6.744507133960724
WOLFE (weak): th(167.09719801006003)=6.744507133960724; dx=-7.066841413761501E-7 evalInputDelta=4.7709792852401733E-4
New Minimum: 6.744507133960724 > 6.7430747747421265
WOLFE (weak): th(668.3887920402401)=6.7430747747421265; dx=-6.710319482204364E-7 evalInputDelta=0.0019094571471214294
New Minimum: 6.7430747747421265 > 6.735434263944626
WOLFE (weak): th(3341.9439602012008)=6.735434263944626; dx=-7.16737155601756E-7 evalInputDelta=0.00954996794462204
New Minimum: 6.735434263944626 > 6.687463290989399
WOLFE (weak): th(20051.663761207205)=6.687463290989399; dx=-6.623382191440239E-7 evalInputDelta=0.05752094089984894
New Minimum: 6.687463290989399 > 6.352687411010265
WOLFE (weak): th(140361.64632845044)=6.352687411010265; dx=-6.28498430654558E-7 evalInputDelta=0.39229682087898254
New Minimum: 6.352687411010265 > 6.252685438841581
WOLF (strong): th(1122893.1706276035)=6.252685438841581; dx=4.022727412063569E-7 evalInputDelta=0.49229879304766655
New Minimum: 6.252685438841581 > 5.782613046467304
END: th(631627.408478027)=5.782613046467304; dx=-1.62316901760073E-8 evalInputDelta=0.9623711854219437
Fitness changed from 6.744984231889248 to 5.782613046467304
Iteration 2 complete. Error: 5.782613046467304 Total: 52.3937; Orientation: 0.0040; Line Search: 47.6216
Adding measurement 6e614209 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.782613046467304;dx=-7.413387811916934E-7
Armijo: th(1360800.0)=5.93252857029438; dx=2.2420916800192961E-7 evalInputDelta=-0.14991552382707596
New Minimum: 5.782613046467304 > 5.224397391080856
WOLF (strong): th(680400.0)=5.224397391080856; dx=2.951917655038882E-8 evalInputDelta=0.5582156553864479
END: th(226800.0)=5.330269984900951; dx=-4.820378966230948E-7 evalInputDelta=0.45234306156635284
Fitness changed from 5.782613046467304 to 5.224397391080856
Iteration 3 complete. Error: 5.224397391080856 Total: 23.8369; Orientation: 0.0043; Line Search: 18.9978
Adding measurement 60d84cd1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.652e+03, gradient 1.136e-03, dot -0.296; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.224397391080856, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 60d84cd1 to history. Total: 3
th(0)=5.224397391080856;dx=-9.001681084339768E-7
New Minimum: 5.224397391080856 > 4.834091104567051
WOLF (strong): th(488625.78769923124)=4.834091104567051; dx=1.8748469338527946E-7 evalInputDelta=0.3903062865138054
New Minimum: 4.834091104567051 > 4.709493562579155
END: th(244312.89384961562)=4.709493562579155; dx=-4.869365191188387E-7 evalInputDelta=0.5149038285017014
Fitness changed from 5.224397391080856 to 4.709493562579155
Iteration 4 complete. Error: 4.709493562579155 Total: 19.5352; Orientation: 0.2208; Line Search: 14.3326
Adding measurement 2f0499da to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.909e+03, gradient 1.079e-03, dot -0.294; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.709493562579155, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 2f0499da to history. Total: 3
th(0)=4.709493562579155;dx=-7.227080932953095E-7
New Minimum: 4.709493562579155 > 4.675426691770554
END: th(526356.1737316891)=4.675426691770554; dx=-4.237951837095341E-8 evalInputDelta=0.03406687080860138
Fitness changed from 4.709493562579155 to 4.675426691770554
Iteration 5 complete. Error: 4.675426691770554 Total: 14.4650; Orientation: 0.1849; Line Search: 9.4814
Adding measurement 228261c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.499e+02, gradient 1.339e-03, dot -0.119; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.675426691770554, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 228261c8 to history. Total: 3
th(0)=4.675426691770554;dx=-1.1408036323638707E-6
Armijo: th(1134000.0)=6.254991501569748; dx=2.736172604930991E-7 evalInputDelta=-1.5795648097991943
Armijo: th(567000.0)=5.013543263077736; dx=2.1765619682912447E-7 evalInputDelta=-0.3381165713071823
New Minimum: 4.675426691770554 > 4.280856776982546
END: th(189000.0)=4.280856776982546; dx=-4.62676370693044E-7 evalInputDelta=0.39456991478800774
Fitness changed from 4.675426691770554 to 4.280856776982546
Iteration 6 complete. Error: 4.280856776982546 Total: 25.2582; Orientation: 0.0883; Line Search: 20.3143
Adding measurement 3f64d4e3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.347e+03, gradient 1.169e-03, dot -0.178; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.280856776982546, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 3f64d4e3 to history. Total: 3
th(0)=4.280856776982546;dx=-5.935283662596501E-7
Armijo: th(407188.15641602606)=4.355850212275982; dx=8.721064275385899E-8 evalInputDelta=-0.07499343529343605
New Minimum: 4.280856776982546 > 4.111821323633194
END: th(203594.07820801303)=4.111821323633194; dx=-3.533260100220292E-8 evalInputDelta=0.16903545334935188
Fitness changed from 4.280856776982546 to 4.111821323633194
Iteration 7 complete. Error: 4.111821323633194 Total: 19.4811; Orientation: 0.2131; Line Search: 14.4844
Adding measurement 6753d449 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.004e+03, gradient 1.147e-03, dot -0.228; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.111821323633194, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 6753d449 to history. Total: 3
th(0)=4.111821323633194;dx=-6.588767172244681E-7
Armijo: th(438630.1447764077)=4.464735541492701; dx=-1.377666164851622E-9 evalInputDelta=-0.3529142178595066
New Minimum: 4.111821323633194 > 4.101136349141598
END: th(219315.07238820384)=4.101136349141598; dx=-4.613915572418816E-8 evalInputDelta=0.010684974491596222
Fitness changed from 4.111821323633194 to 4.101136349141598
Iteration 8 complete. Error: 4.101136349141598 Total: 19.3027; Orientation: 0.2418; Line Search: 14.2640
Adding measurement 42ce0b97 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.125e+03, gradient 1.217e-03, dot -0.209; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.101136349141598, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 42ce0b97 to history. Total: 3
th(0)=4.101136349141598;dx=-1.0387232737651386E-6
Armijo: th(472500.0000000001)=4.615707404911518; dx=8.200744930435293E-8 evalInputDelta=-0.5145710557699203
New Minimum: 4.101136349141598 > 4.100211724638939
WOLF (strong): th(236250.00000000006)=4.100211724638939; dx=1.0172985024676919E-7 evalInputDelta=9.24624502658844E-4
New Minimum: 4.100211724638939 > 3.9550184793770313
END: th(78750.00000000001)=3.9550184793770313; dx=-2.731878935784909E-7 evalInputDelta=0.14611786976456642
Fitness changed from 4.101136349141598 to 3.9550184793770313
Iteration 9 complete. Error: 3.9550184793770313 Total: 24.0159; Orientation: 0.1920; Line Search: 19.0379
Adding measurement 552e52d7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.923e+03, gradient 1.049e-03, dot -0.290; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9550184793770313, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 552e52d7 to history. Total: 3
th(0)=3.9550184793770313;dx=-5.96289885041136E-7
New Minimum: 3.9550184793770313 > 3.896540366113186
END: th(169661.73184001088)=3.896540366113186; dx=-1.68879858465038E-7 evalInputDelta=0.058478113263845444
Fitness changed from 3.9550184793770313 to 3.896540366113186
Iteration 10 complete. Error: 3.896540366113186 Total: 14.4907; Orientation: 0.0841; Line Search: 9.6277
Adding measurement a81ac6c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.355e+03, gradient 1.079e-03, dot -0.291; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.896540366113186, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement a81ac6c to history. Total: 3
th(0)=3.896540366113186;dx=-6.838253480950166E-7
Armijo: th(365525.12064700644)=4.038173459470272; dx=1.100622329141816E-8 evalInputDelta=-0.14163309335708618
New Minimum: 3.896540366113186 > 3.8539994433522224
END: th(182762.56032350322)=3.8539994433522224; dx=-8.517121283707728E-8 evalInputDelta=0.04254092276096344
Fitness changed from 3.896540366113186 to 3.8539994433522224
Iteration 11 complete. Error: 3.8539994433522224 Total: 19.5092; Orientation: 0.3196; Line Search: 14.3978
Adding measurement 46231fe0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.914e+03, gradient 1.096e-03, dot -0.291; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8539994433522224, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 46231fe0 to history. Total: 3
th(0)=3.8539994433522224;dx=-8.054996655998119E-7
Armijo: th(393750.0000000001)=4.090926222503185; dx=4.342977274367107E-8 evalInputDelta=-0.23692677915096283
New Minimum: 3.8539994433522224 > 3.820052098482847
END: th(196875.00000000006)=3.820052098482847; dx=-1.7139882088821587E-7 evalInputDelta=0.03394734486937523
Fitness changed from 3.8539994433522224 to 3.820052098482847
Iteration 12 complete. Error: 3.820052098482847 Total: 19.1972; Orientation: 0.1935; Line Search: 14.2238
Adding measurement 749860fb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.901e+03, gradient 1.131e-03, dot -0.192; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.820052098482847, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 749860fb to history. Total: 3
th(0)=3.820052098482847;dx=-4.82881620813077E-7
Armijo: th(424154.32960002724)=4.223479889333248; dx=2.9957793746880454E-7 evalInputDelta=-0.4034277908504009
Armijo: th(212077.16480001362)=3.8222432546317577; dx=1.9590448635440544E-7 evalInputDelta=-0.0021911561489105225
New Minimum: 3.820052098482847 > 3.7208840139210224
END: th(70692.3882666712)=3.7208840139210224; dx=-2.5541447860405226E-7 evalInputDelta=0.0991680845618248
Fitness changed from 3.820052098482847 to 3.7208840139210224
Iteration 13 complete. Error: 3.7208840139210224 Total: 23.9204; Orientation: 0.1782; Line Search: 18.9880
Adding measurement 1fc2b083 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.313e+03, gradient 9.226e-04, dot -0.349; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7208840139210224, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 1fc2b083 to history. Total: 3
th(0)=3.7208840139210224;dx=-3.699249696597911E-7
New Minimum: 3.7208840139210224 > 3.687384519726038
WOLFE (weak): th(152302.13360291935)=3.687384519726038; dx=-3.731501190996019E-7 evalInputDelta=0.033499494194984436
END: th(304604.2672058387)=3.7194889932870865; dx=-2.488551962249482E-7 evalInputDelta=0.0013950206339359283
Fitness changed from 3.7208840139210224 to 3.687384519726038
Iteration 14 complete. Error: 3.687384519726038 Total: 20.3049; Orientation: 0.0884; Line Search: 15.4523
Adding measurement 519ada92 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.360e+03, gradient 9.568e-04, dot -0.352; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.687384519726038, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 519ada92 to history. Total: 3
th(0)=3.687384519726038;dx=-3.059217197911815E-7
Armijo: th(656250.0000000002)=4.068366512656212; dx=-1.2627964184782681E-7 evalInputDelta=-0.3809819929301739
Armijo: th(328125.0000000001)=3.7436307296156883; dx=-1.4509509725744222E-7 evalInputDelta=-0.056246209889650345
New Minimum: 3.687384519726038 > 3.6536649614572525
WOLFE (weak): th(109375.00000000004)=3.6536649614572525; dx=-3.817866608635407E-7 evalInputDelta=0.03371955826878548
END: th(218750.0000000001)=3.677831307053566; dx=-1.4099332117740856E-7 evalInputDelta=0.009553212672472
Fitness changed from 3.687384519726038 to 3.6536649614572525
Iteration 15 complete. Error: 3.6536649614572525 Total: 28.7373; Orientation: 0.1638; Line Search: 23.8020
Adding measurement 1a2351e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.966e+03, gradient 9.382e-04, dot -0.222; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6536649614572525, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 1a2351e to history. Total: 3
th(0)=3.6536649614572525;dx=-3.045111440829682E-7
Armijo: th(471282.5884444748)=3.7064661383628845; dx=6.746058951549854E-8 evalInputDelta=-0.05280117690563202
New Minimum: 3.6536649614572525 > 3.6172482296824455
END: th(235641.2942222374)=3.6172482296824455; dx=-2.432577511698171E-7 evalInputDelta=0.036416731774806976
Fitness changed from 3.6536649614572525 to 3.6172482296824455
Iteration 16 complete. Error: 3.6172482296824455 Total: 19.0973; Orientation: 0.0886; Line Search: 14.2381
Adding measurement 97f75c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.520e+03, gradient 1.088e-03, dot -0.279; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6172482296824455, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 97f75c6 to history. Total: 3
th(0)=3.6172482296824455;dx=-5.564064633383682E-7
Armijo: th(507673.778676398)=4.057635266333818; dx=7.668730602979391E-8 evalInputDelta=-0.4403870366513729
Armijo: th(253836.889338199)=3.666188381612301; dx=-4.402041156805312E-9 evalInputDelta=-0.04894015192985535
New Minimum: 3.6172482296824455 > 3.5533475428819656
END: th(84612.29644606634)=3.5533475428819656; dx=-2.851343307452889E-7 evalInputDelta=0.06390068680047989
Fitness changed from 3.6172482296824455 to 3.5533475428819656
Iteration 17 complete. Error: 3.5533475428819656 Total: 23.9992; Orientation: 0.1441; Line Search: 19.0824
Adding measurement 38279d83 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.126e+03, gradient 9.458e-04, dot -0.337; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5533475428819656, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 38279d83 to history. Total: 3
th(0)=3.5533475428819656;dx=-3.450428460041678E-7
New Minimum: 3.5533475428819656 > 3.5398603081703186
END: th(182291.6666666668)=3.5398603081703186; dx=-2.4377403865557333E-7 evalInputDelta=0.013487234711647034
Fitness changed from 3.5533475428819656 to 3.5398603081703186
Iteration 18 complete. Error: 3.5398603081703186 Total: 14.5109; Orientation: 0.0873; Line Search: 9.6584
Adding measurement 40e800d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.845e+03, gradient 1.072e-03, dot -0.315; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5398603081703186, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 40e800d8 to history. Total: 3
th(0)=3.5398603081703186;dx=-5.730495909467731E-7
Armijo: th(392735.49037039577)=3.886660799384117; dx=1.8210823113257624E-7 evalInputDelta=-0.3468004912137985
Armijo: th(196367.74518519788)=3.5685955807566643; dx=-2.9681930245277436E-8 evalInputDelta=-0.028735272586345673
New Minimum: 3.5398603081703186 > 3.4918668940663338
END: th(65455.91506173263)=3.4918668940663338; dx=-5.044048782138612E-7 evalInputDelta=0.04799341410398483
Fitness changed from 3.5398603081703186 to 3.4918668940663338
Iteration 19 complete. Error: 3.4918668940663338 Total: 23.8709; Orientation: 0.0886; Line Search: 19.0167
Adding measurement 677778f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.300e+03, gradient 9.754e-04, dot -0.324; [e99588b7-4473-4485-89fa-d5499c6a08bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4918668940663338, 5.782613046467304, 6.744984231889248, 6.745020996779203
LBFGS Accumulation History: 3 points
Removed measurement 677778f to history. Total: 3
th(0)=3.4918668940663338;dx=-4.625386762887254E-7
New Minimum: 3.4918668940663338 > 3.440578754991293
END: th(141020.49407677725)=3.440578754991293; dx=-2.5336291009809865E-7 evalInputDelta=0.05128813907504082
Fitness changed from 3.4918668940663338 to 3.440578754991293
Iteration 20 complete. Error: 3.440578754991293 Total: 14.5469; Orientation: 0.2861; Line Search: 9.5025
Final threshold in iteration 21: 3.440578754991293 (> -Infinity) after 454.166s (< 5400.000s)
