Reset training subject: 1998911523311
Reset training subject: 2007203497459
Adding measurement 66f15ce5 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.01670878008008;dx=-1.5512270059075294E-6
New Minimum: 10.01670878008008 > 10.016704051755369
WOLFE (weak): th(2.154434690031884)=10.016704051755369; dx=-1.5115857203029823E-6 evalInputDelta=4.7283247113227844E-6
New Minimum: 10.016704051755369 > 10.01669925544411
WOLFE (weak): th(4.308869380063768)=10.01669925544411; dx=-1.5270649450289018E-6 evalInputDelta=9.524635970592499E-6
New Minimum: 10.01669925544411 > 10.016680009663105
WOLFE (weak): th(12.926608140191302)=10.016680009663105; dx=-1.5241304763497178E-6 evalInputDelta=2.8770416975021362E-5
New Minimum: 10.016680009663105 > 10.01659419760108
WOLFE (weak): th(51.70643256076521)=10.01659419760108; dx=-1.5229028618461238E-6 evalInputDelta=1.1458247900009155E-4
New Minimum: 10.01659419760108 > 10.016134266741574
WOLFE (weak): th(258.53216280382605)=10.016134266741574; dx=-1.555424081130318E-6 evalInputDelta=5.745133385062218E-4
New Minimum: 10.016134266741574 > 10.01324025541544
WOLFE (weak): th(1551.1929768229563)=10.01324025541544; dx=-1.600939881951226E-6 evalInputDelta=0.0034685246646404266
New Minimum: 10.01324025541544 > 9.991761545650661
WOLFE (weak): th(10858.350837760694)=9.991761545650661; dx=-1.6260665950546311E-6 evalInputDelta=0.02494723442941904
New Minimum: 9.991761545650661 > 9.806363286450505
WOLFE (weak): th(86866.80670208555)=9.806363286450505; dx=-1.5056572573653195E-6 evalInputDelta=0.21034549362957478
New Minimum: 9.806363286450505 > 9.034513425081968
END: th(781801.26031877)=9.034513425081968; dx=-4.1640498824782663E-7 evalInputDelta=0.9821953549981117
Fitness changed from 10.01670878008008 to 9.034513425081968
Iteration 1 complete. Error: 9.034513425081968 Total: 48.4117; Orientation: 0.0509; Line Search: 33.2199
Adding measurement 45db8ba6 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.034513425081968;dx=-3.6423795609765316E-6
New Minimum: 9.034513425081968 > 7.26165022701025
END: th(1684339.7559414052)=7.26165022701025; dx=-3.189789447392587E-7 evalInputDelta=1.7728631980717182
Fitness changed from 9.034513425081968 to 7.26165022701025
Iteration 2 complete. Error: 7.26165022701025 Total: 11.2475; Orientation: 0.0066; Line Search: 6.5705
Adding measurement 5d233d7 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.26165022701025;dx=-1.869352931105701E-6
New Minimum: 7.26165022701025 > 5.183516144752502
WOLF (strong): th(3628800.0)=5.183516144752502; dx=1.1945112057865327E-7 evalInputDelta=2.0781340822577477
New Minimum: 5.183516144752502 > 5.098017036914825
END: th(1814400.0)=5.098017036914825; dx=-2.1557555225745375E-7 evalInputDelta=2.1636331900954247
Fitness changed from 7.26165022701025 to 5.098017036914825
Iteration 3 complete. Error: 5.098017036914825 Total: 13.3942; Orientation: 0.0096; Line Search: 10.0408
Adding measurement 5d98216c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.466e+03, gradient 1.125e-03, dot -0.264; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.098017036914825, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 5d98216c to history. Total: 3
th(0)=5.098017036914825;dx=-1.1266328834282365E-6
New Minimum: 5.098017036914825 > 4.0642961114645
WOLF (strong): th(3909006.30159385)=4.0642961114645; dx=1.3316155489545748E-7 evalInputDelta=1.033720925450325
New Minimum: 4.0642961114645 > 3.9463902711868286
END: th(1954503.150796925)=3.9463902711868286; dx=-1.0544837246879936E-7 evalInputDelta=1.1516267657279968
Fitness changed from 5.098017036914825 to 3.9463902711868286
Iteration 4 complete. Error: 3.9463902711868286 Total: 13.2776; Orientation: 0.1035; Line Search: 9.8893
Adding measurement 4c93cf28 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.368e+03, gradient 6.882e-04, dot -0.332; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9463902711868286, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 4c93cf28 to history. Total: 3
th(0)=3.9463902711868286;dx=-4.143339458505334E-7
New Minimum: 3.9463902711868286 > 3.5975997895002365
WOLF (strong): th(4210849.389853513)=3.5975997895002365; dx=5.948630200059376E-8 evalInputDelta=0.3487904816865921
New Minimum: 3.5975997895002365 > 3.4487532526254654
END: th(2105424.6949267564)=3.4487532526254654; dx=-9.663131210879853E-8 evalInputDelta=0.4976370185613632
Fitness changed from 3.9463902711868286 to 3.4487532526254654
Iteration 5 complete. Error: 3.4487532526254654 Total: 14.2051; Orientation: 0.2318; Line Search: 9.9806
Adding measurement 6801b4a4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.460e+03, gradient 5.416e-04, dot -0.319; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4487532526254654, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 6801b4a4 to history. Total: 3
th(0)=3.4487532526254654;dx=-2.693639750493233E-7
New Minimum: 3.4487532526254654 > 2.8977221697568893
END: th(4536000.0)=2.8977221697568893; dx=-1.729243382139093E-8 evalInputDelta=0.551031082868576
Fitness changed from 3.4487532526254654 to 2.8977221697568893
Iteration 6 complete. Error: 2.8977221697568893 Total: 10.6941; Orientation: 0.0894; Line Search: 6.6405
Adding measurement 12d658c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.688e+03, gradient 5.551e-04, dot -0.248; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.8977221697568893, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 12d658c0 to history. Total: 3
th(0)=2.8977221697568893;dx=-2.7745023235109916E-7
Armijo: th(9772515.753984625)=3.1577145904302597; dx=8.186492198172273E-8 evalInputDelta=-0.25999242067337036
New Minimum: 2.8977221697568893 > 2.564549684524536
WOLF (strong): th(4886257.876992312)=2.564549684524536; dx=2.8581924294048645E-8 evalInputDelta=0.3331724852323532
New Minimum: 2.564549684524536 > 2.556977614760399
END: th(1628752.625664104)=2.556977614760399; dx=-1.1901349468240676E-7 evalInputDelta=0.3407445549964905
Fitness changed from 2.8977221697568893 to 2.556977614760399
Iteration 7 complete. Error: 2.556977614760399 Total: 16.4687; Orientation: 0.1068; Line Search: 13.0780
Adding measurement 18744e18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.163e+03, gradient 3.966e-04, dot -0.340; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.556977614760399, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 18744e18 to history. Total: 3
th(0)=2.556977614760399;dx=-1.4634300078941247E-7
New Minimum: 2.556977614760399 > 2.2276761084795
END: th(3509041.158211261)=2.2276761084795; dx=-4.4179595614310396E-8 evalInputDelta=0.32930150628089905
Fitness changed from 2.556977614760399 to 2.2276761084795
Iteration 8 complete. Error: 2.2276761084795 Total: 9.9722; Orientation: 0.0704; Line Search: 6.6037
Adding measurement 26ec9c1b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.600e+03, gradient 4.151e-04, dot -0.287; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2276761084795, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 26ec9c1b to history. Total: 3
th(0)=2.2276761084795;dx=-1.5321958590877746E-7
New Minimum: 2.2276761084795 > 2.1583236306905746
WOLF (strong): th(7560000.000000001)=2.1583236306905746; dx=2.4490940231894425E-8 evalInputDelta=0.06935247778892517
New Minimum: 2.1583236306905746 > 2.023606188595295
END: th(3780000.0000000005)=2.023606188595295; dx=-1.0730269716338722E-8 evalInputDelta=0.20406991988420486
Fitness changed from 2.2276761084795 to 2.023606188595295
Iteration 9 complete. Error: 2.023606188595295 Total: 14.1707; Orientation: 0.0665; Line Search: 10.7615
Adding measurement 4f951635 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.131e+03, gradient 3.809e-04, dot -0.305; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.023606188595295, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 4f951635 to history. Total: 3
th(0)=2.023606188595295;dx=-1.3461498151914215E-7
Armijo: th(8143763.128320522)=2.1133916154503822; dx=4.920677677231218E-8 evalInputDelta=-0.08978542685508728
New Minimum: 2.023606188595295 > 1.8340709656476974
WOLF (strong): th(4071881.564160261)=1.8340709656476974; dx=8.250217046091916E-9 evalInputDelta=0.1895352229475975
END: th(1357293.854720087)=1.8721003383398056; dx=-7.369655862917349E-8 evalInputDelta=0.15150585025548935
Fitness changed from 2.023606188595295 to 1.8340709656476974
Iteration 10 complete. Error: 1.8340709656476974 Total: 16.9615; Orientation: 0.1921; Line Search: 13.4448
Adding measurement 7d20e2ef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.976e+03, gradient 3.820e-04, dot -0.281; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8340709656476974, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 7d20e2ef to history. Total: 3
th(0)=1.8340709656476974;dx=-1.245162731927238E-7
New Minimum: 1.8340709656476974 > 1.6510320156812668
END: th(2924200.9651760515)=1.6510320156812668; dx=-4.069908715319829E-9 evalInputDelta=0.18303894996643066
Fitness changed from 1.8340709656476974 to 1.6510320156812668
Iteration 11 complete. Error: 1.6510320156812668 Total: 10.0584; Orientation: 0.0602; Line Search: 6.6548
Adding measurement 56272a62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.646e+03, gradient 3.004e-04, dot -0.295; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6510320156812668, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 56272a62 to history. Total: 3
th(0)=1.6510320156812668;dx=-7.435517897143982E-8
Armijo: th(6300000.000000002)=1.6920500546693802; dx=1.7809187451957968E-8 evalInputDelta=-0.0410180389881134
New Minimum: 1.6510320156812668 > 1.5573901161551476
END: th(3150000.000000001)=1.5573901161551476; dx=-1.0035818598572607E-8 evalInputDelta=0.09364189952611923
Fitness changed from 1.6510320156812668 to 1.5573901161551476
Iteration 12 complete. Error: 1.5573901161551476 Total: 13.1945; Orientation: 0.0637; Line Search: 9.8089
Adding measurement 4b5cf935 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.282e+03, gradient 3.081e-04, dot -0.251; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5573901161551476, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 4b5cf935 to history. Total: 3
th(0)=1.5573901161551476;dx=-8.338315925862083E-8
Armijo: th(6786469.273600436)=1.7490316852927208; dx=2.3820609578433694E-8 evalInputDelta=-0.19164156913757324
New Minimum: 1.5573901161551476 > 1.521414965391159
END: th(3393234.636800218)=1.521414965391159; dx=-6.285046176307484E-9 evalInputDelta=0.035975150763988495
Fitness changed from 1.5573901161551476 to 1.521414965391159
Iteration 13 complete. Error: 1.521414965391159 Total: 14.0377; Orientation: 0.0653; Line Search: 9.8331
Adding measurement 5597d6a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.006e+03, gradient 2.992e-04, dot -0.228; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.521414965391159, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 5597d6a6 to history. Total: 3
th(0)=1.521414965391159;dx=-7.979958259364556E-8
Armijo: th(7310502.41294013)=1.7004391998052597; dx=3.3515057076766623E-8 evalInputDelta=-0.17902423441410065
Armijo: th(3655251.206470065)=1.5399466454982758; dx=1.527557980830198E-8 evalInputDelta=-0.0185316801071167
New Minimum: 1.521414965391159 > 1.4756590649485588
END: th(1218417.068823355)=1.4756590649485588; dx=-4.223496951597968E-8 evalInputDelta=0.04575590044260025
Fitness changed from 1.521414965391159 to 1.4756590649485588
Iteration 14 complete. Error: 1.4756590649485588 Total: 16.4542; Orientation: 0.0758; Line Search: 13.0912
Adding measurement 687980fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.000e+03, gradient 2.506e-04, dot -0.253; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4756590649485588, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 687980fc to history. Total: 3
th(0)=1.4756590649485588;dx=-4.90612449172248E-8
New Minimum: 1.4756590649485588 > 1.3594540357589722
END: th(2625000.0000000014)=1.3594540357589722; dx=-1.4410577380314124E-8 evalInputDelta=0.11620502918958664
Fitness changed from 1.4756590649485588 to 1.3594540357589722
Iteration 15 complete. Error: 1.3594540357589722 Total: 9.9375; Orientation: 0.0836; Line Search: 6.5648
Adding measurement 4911e4eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.506e+03, gradient 2.451e-04, dot -0.285; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3594540357589722, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 4911e4eb to history. Total: 3
th(0)=1.3594540357589722;dx=-4.4852020556198285E-8
New Minimum: 1.3594540357589722 > 1.3547834008932114
WOLF (strong): th(5655391.061333698)=1.3547834008932114; dx=1.4835571764604259E-8 evalInputDelta=0.004670634865760803
New Minimum: 1.3547834008932114 > 1.2950696498155594
WOLF (strong): th(2827695.530666849)=1.2950696498155594; dx=8.146383995555702E-10 evalInputDelta=0.06438438594341278
END: th(942565.1768889497)=1.3165577426552773; dx=-2.7739840651136177E-8 evalInputDelta=0.042896293103694916
Fitness changed from 1.3594540357589722 to 1.2950696498155594
Iteration 16 complete. Error: 1.2950696498155594 Total: 17.2411; Orientation: 0.0653; Line Search: 13.8651
Adding measurement 4d0cb2c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.514e+03, gradient 2.381e-04, dot -0.289; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2950696498155594, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 4d0cb2c5 to history. Total: 3
th(0)=1.2950696498155594;dx=-4.16844174874058E-8
New Minimum: 1.2950696498155594 > 1.2626201808452606
END: th(2030695.1147055922)=1.2626201808452606; dx=-8.205777155125244E-9 evalInputDelta=0.03244946897029877
Fitness changed from 1.2950696498155594 to 1.2626201808452606
Iteration 17 complete. Error: 1.2626201808452606 Total: 10.0180; Orientation: 0.1317; Line Search: 6.5738
Adding measurement 21ad2894 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.019e+03, gradient 2.200e-04, dot -0.248; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2626201808452606, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 21ad2894 to history. Total: 3
th(0)=1.2626201808452606;dx=-3.8713196314210015E-8
New Minimum: 1.2626201808452606 > 1.2547698765993118
WOLF (strong): th(4375000.000000003)=1.2547698765993118; dx=7.0095148650878E-9 evalInputDelta=0.007850304245948792
New Minimum: 1.2547698765993118 > 1.191945381462574
END: th(2187500.0000000014)=1.191945381462574; dx=-5.672551450809933E-9 evalInputDelta=0.07067479938268661
Fitness changed from 1.2626201808452606 to 1.191945381462574
Iteration 18 complete. Error: 1.191945381462574 Total: 13.3180; Orientation: 0.1276; Line Search: 9.8963
Adding measurement 20ad6dcd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.775e+03, gradient 2.105e-04, dot -0.339; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.191945381462574, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 20ad6dcd to history. Total: 3
th(0)=1.191945381462574;dx=-3.6230698245215123E-8
Armijo: th(4712825.884444749)=1.2758050933480263; dx=1.6529493925299477E-8 evalInputDelta=-0.08385971188545227
New Minimum: 1.191945381462574 > 1.1731953620910645
END: th(2356412.9422223745)=1.1731953620910645; dx=-3.4236222959045586E-9 evalInputDelta=0.018750019371509552
Fitness changed from 1.191945381462574 to 1.1731953620910645
Iteration 19 complete. Error: 1.1731953620910645 Total: 13.2188; Orientation: 0.0631; Line Search: 9.8629
Adding measurement 47b730a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.720e+02, gradient 2.060e-04, dot -0.242; [c966c8e5-faf9-48a8-a2b0-b0a6147df86f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1731953620910645, 7.26165022701025, 9.034513425081968, 10.01670878008008
LBFGS Accumulation History: 3 points
Removed measurement 47b730a1 to history. Total: 3
th(0)=1.1731953620910645;dx=-3.593182297469371E-8
Armijo: th(5076737.786763981)=1.232339270412922; dx=1.1749217450942541E-8 evalInputDelta=-0.05914390832185745
New Minimum: 1.1731953620910645 > 1.1390399634838104
END: th(2538368.8933819905)=1.1390399634838104; dx=-3.308485638042789E-9 evalInputDelta=0.03415539860725403
Fitness changed from 1.1731953620910645 to 1.1390399634838104
Iteration 20 complete. Error: 1.1390399634838104 Total: 14.0215; Orientation: 0.6649; Line Search: 10.0834
Final threshold in iteration 21: 1.1390399634838104 (> -Infinity) after 300.337s (< 5400.000s)
