Reset training subject: 223151715394800
Reset training subject: 223171297517200
Adding measurement 26ee7676 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.099035827443004;dx=-2.2635939822644464E-6
New Minimum: 9.099035827443004 > 9.09901525080204
WOLFE (weak): th(2.154434690031884)=9.09901525080204; dx=-2.1401259581533244E-6 evalInputDelta=2.0576640963554382E-5
New Minimum: 9.09901525080204 > 9.098995021544397
WOLFE (weak): th(4.308869380063768)=9.098995021544397; dx=-2.122482081284502E-6 evalInputDelta=4.080589860677719E-5
New Minimum: 9.098995021544397 > 9.09891264885664
WOLFE (weak): th(12.926608140191302)=9.09891264885664; dx=-2.2495071612717958E-6 evalInputDelta=1.2317858636379242E-4
New Minimum: 9.09891264885664 > 9.098542935214937
END: th(51.70643256076521)=9.098542935214937; dx=-2.0068539929412147E-6 evalInputDelta=4.928922280669212E-4
Fitness changed from 9.099035827443004 to 9.098542935214937
Iteration 1 complete. Error: 9.098542935214937 Total: 105.0079; Orientation: 0.0512; Line Search: 61.7247
Adding measurement 57f3ad72 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.098542935214937;dx=-2.036028647416742E-6
New Minimum: 9.098542935214937 > 9.097618952393532
WOLFE (weak): th(111.39813200670669)=9.097618952393532; dx=-2.106452131022643E-6 evalInputDelta=9.239828214049339E-4
New Minimum: 9.097618952393532 > 9.09668883588165
WOLFE (weak): th(222.79626401341338)=9.09668883588165; dx=-2.206393115833055E-6 evalInputDelta=0.0018540993332862854
New Minimum: 9.09668883588165 > 9.09289980866015
WOLFE (weak): th(668.3887920402401)=9.09289980866015; dx=-2.227131754626867E-6 evalInputDelta=0.005643126554787159
New Minimum: 9.09289980866015 > 9.074607997201383
WOLFE (weak): th(2673.5551681609604)=9.074607997201383; dx=-2.5172242052914596E-6 evalInputDelta=0.02393493801355362
New Minimum: 9.074607997201383 > 8.946751504205167
WOLFE (weak): th(13367.775840804803)=8.946751504205167; dx=-3.3601271231488208E-6 evalInputDelta=0.15179143100976944
New Minimum: 8.946751504205167 > 8.174168799072504
END: th(80206.65504482882)=8.174168799072504; dx=-1.3608344382584778E-6 evalInputDelta=0.9243741361424327
Fitness changed from 9.098542935214937 to 8.174168799072504
Iteration 2 complete. Error: 8.174168799072504 Total: 99.7545; Orientation: 0.0388; Line Search: 87.7172
Adding measurement 7fa710f1 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=8.174168799072504;dx=-7.009462173029328E-6
New Minimum: 8.174168799072504 > 6.324495121836662
END: th(172800.0)=6.324495121836662; dx=-8.362631499944772E-7 evalInputDelta=1.8496736772358418
Fitness changed from 8.174168799072504 to 6.324495121836662
Iteration 3 complete. Error: 6.324495121836662 Total: 37.7919; Orientation: 0.0410; Line Search: 25.6686
Adding measurement 666971a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.109e+03, gradient 1.501e-03, dot -0.250; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.324495121836662, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 666971a to history. Total: 3
th(0)=6.324495121836662;dx=-1.6796249768794766E-6
New Minimum: 6.324495121836662 > 4.662034749984741
END: th(372286.3144375095)=4.662034749984741; dx=-5.190441308207648E-7 evalInputDelta=1.662460371851921
Fitness changed from 6.324495121836662 to 4.662034749984741
Iteration 4 complete. Error: 4.662034749984741 Total: 37.0289; Orientation: 0.4052; Line Search: 24.2602
Adding measurement 3d8ead6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.644e+03, gradient 1.105e-03, dot -0.346; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.662034749984741, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 3d8ead6 to history. Total: 3
th(0)=4.662034749984741;dx=-8.670264188471162E-7
New Minimum: 4.662034749984741 > 3.4242665618658066
WOLF (strong): th(802066.5504482882)=3.4242665618658066; dx=1.1076847752277985E-7 evalInputDelta=1.2377681881189346
END: th(401033.2752241441)=3.5718855559825897; dx=-1.782290782114676E-7 evalInputDelta=1.0901491940021515
Fitness changed from 4.662034749984741 to 3.4242665618658066
Iteration 5 complete. Error: 3.4242665618658066 Total: 49.3822; Orientation: 0.3813; Line Search: 37.0479
Adding measurement 757bdbbf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.969e+02, gradient 1.592e-03, dot -0.018; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4242665618658066, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 757bdbbf to history. Total: 3
th(0)=3.4242665618658066;dx=-1.4014275146105673E-6
New Minimum: 3.4242665618658066 > 3.1602121144533157
WOLF (strong): th(864000.0)=3.1602121144533157; dx=4.1502694610447294E-8 evalInputDelta=0.26405444741249084
New Minimum: 3.1602121144533157 > 2.7822016179561615
END: th(432000.0)=2.7822016179561615; dx=-3.013923149634974E-7 evalInputDelta=0.6420649439096451
Fitness changed from 3.4242665618658066 to 2.7822016179561615
Iteration 6 complete. Error: 2.7822016179561615 Total: 48.8770; Orientation: 0.3813; Line Search: 36.8684
Adding measurement 3adf81d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.452e+03, gradient 9.361e-04, dot -0.181; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7822016179561615, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 3adf81d to history. Total: 3
th(0)=2.7822016179561615;dx=-4.4533968146558685E-7
New Minimum: 2.7822016179561615 > 2.5145443230867386
END: th(930715.7860937738)=2.5145443230867386; dx=-6.50485072139787E-8 evalInputDelta=0.2676572948694229
Fitness changed from 2.7822016179561615 to 2.5145443230867386
Iteration 7 complete. Error: 2.5145443230867386 Total: 38.2276; Orientation: 0.3842; Line Search: 25.8412
Adding measurement 645494c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.466e+02, gradient 9.299e-04, dot -0.032; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5145443230867386, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 645494c5 to history. Total: 3
th(0)=2.5145443230867386;dx=-4.435382926021923E-7
Armijo: th(2005166.3761207205)=8.449956014752388; dx=2.228415351495002E-7 evalInputDelta=-5.935411691665649
Armijo: th(1002583.1880603603)=4.035530015826225; dx=-3.0266175450260706E-7 evalInputDelta=-1.5209856927394867
Armijo: th(334194.39602012007)=2.6226853728294373; dx=-2.8544751285176763E-7 evalInputDelta=-0.10814104974269867
New Minimum: 2.5145443230867386 > 2.47891566157341
WOLFE (weak): th(83548.59900503002)=2.47891566157341; dx=-4.5465019045914523E-7 evalInputDelta=0.03562866151332855
Armijo: th(208871.49751257504)=2.5148399025201797; dx=-3.316926657666455E-7 evalInputDelta=-2.955794334411621E-4
WOLFE (weak): th(146210.04825880253)=2.4850822389125824; dx=-4.030372098169673E-7 evalInputDelta=0.02946208417415619
END: th(177540.77288568878)=2.497244492173195; dx=-3.5328497441409926E-7 evalInputDelta=0.0172998309135437
Fitness changed from 2.5145443230867386 to 2.47891566157341
Iteration 8 complete. Error: 2.47891566157341 Total: 109.2446; Orientation: 0.4424; Line Search: 96.8419
Adding measurement 2e137ee8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.890e+02, gradient 8.810e-04, dot -0.051; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.47891566157341, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 2e137ee8 to history. Total: 3
th(0)=2.47891566157341;dx=-3.6453970918388366E-7
Armijo: th(382500.0)=2.493760719895363; dx=-2.9575581412643794E-7 evalInputDelta=-0.01484505832195282
New Minimum: 2.47891566157341 > 2.436889797449112
WOLFE (weak): th(191250.0)=2.436889797449112; dx=-3.597276539655379E-7 evalInputDelta=0.042025864124298096
END: th(286875.0)=2.4518945664167404; dx=-2.6257392459067535E-7 evalInputDelta=0.027021095156669617
Fitness changed from 2.47891566157341 to 2.436889797449112
Iteration 9 complete. Error: 2.436889797449112 Total: 61.1323; Orientation: 0.3789; Line Search: 49.1804
Adding measurement 57f715bc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.081e+02, gradient 8.287e-04, dot -0.081; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.436889797449112, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 57f715bc to history. Total: 3
th(0)=2.436889797449112;dx=-3.8704285181371106E-7
New Minimum: 2.436889797449112 > 2.217566266655922
END: th(618053.4517028966)=2.217566266655922; dx=-1.6023060076893577E-7 evalInputDelta=0.21932353079319
Fitness changed from 2.436889797449112 to 2.217566266655922
Iteration 10 complete. Error: 2.217566266655922 Total: 36.4181; Orientation: 0.3737; Line Search: 24.1782
Adding measurement 68f68a1a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.348e+03, gradient 8.445e-04, dot -0.149; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.217566266655922, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 68f68a1a to history. Total: 3
th(0)=2.217566266655922;dx=-4.334993894414952E-7
Armijo: th(1331555.796642666)=4.2828424870967865; dx=1.699350457610267E-7 evalInputDelta=-2.0652762204408646
Armijo: th(665777.898321333)=2.774400755763054; dx=-1.5228522561518323E-7 evalInputDelta=-0.556834489107132
Armijo: th(221925.966107111)=2.247846320271492; dx=-3.340333343392027E-7 evalInputDelta=-0.03028005361557007
New Minimum: 2.217566266655922 > 2.2086349725723267
END: th(55481.49152677775)=2.2086349725723267; dx=-3.254675812267358E-7 evalInputDelta=0.008931294083595276
Fitness changed from 2.217566266655922 to 2.2086349725723267
Iteration 11 complete. Error: 2.2086349725723267 Total: 72.9808; Orientation: 0.4450; Line Search: 60.9522
Adding measurement 4baf4479 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.008e+03, gradient 8.449e-04, dot -0.117; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2086349725723267, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 4baf4479 to history. Total: 3
th(0)=2.2086349725723267;dx=-3.6089313503231477E-7
New Minimum: 2.2086349725723267 > 2.1482908874750137
END: th(119531.25)=2.1482908874750137; dx=-2.887787104094943E-7 evalInputDelta=0.06034408509731293
Fitness changed from 2.2086349725723267 to 2.1482908874750137
Iteration 12 complete. Error: 2.1482908874750137 Total: 36.8477; Orientation: 0.3672; Line Search: 24.9195
Adding measurement 138d1051 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.027e+02, gradient 7.938e-04, dot -0.091; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1482908874750137, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 138d1051 to history. Total: 3
th(0)=2.1482908874750137;dx=-1.9457799061208184E-7
New Minimum: 2.1482908874750137 > 1.8642988801002502
END: th(257522.2715428736)=1.8642988801002502; dx=-1.0140306289784692E-7 evalInputDelta=0.2839920073747635
Fitness changed from 2.1482908874750137 to 1.8642988801002502
Iteration 13 complete. Error: 1.8642988801002502 Total: 35.3690; Orientation: 0.3693; Line Search: 23.2614
Adding measurement 6e4d8a0c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.588e+02, gradient 6.465e-04, dot -0.118; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8642988801002502, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 6e4d8a0c to history. Total: 3
th(0)=1.8642988801002502;dx=-2.2741490853812174E-7
New Minimum: 1.8642988801002502 > 1.795861393213272
END: th(554814.9152677775)=1.795861393213272; dx=-9.957647843108509E-8 evalInputDelta=0.06843748688697815
Fitness changed from 1.8642988801002502 to 1.795861393213272
Iteration 14 complete. Error: 1.795861393213272 Total: 37.0864; Orientation: 0.3662; Line Search: 24.9348
Adding measurement 2bd566b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.550e+03, gradient 7.605e-04, dot -0.183; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.795861393213272, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 2bd566b to history. Total: 3
th(0)=1.795861393213272;dx=-2.802787706738909E-7
Armijo: th(1195312.5000000002)=2.3127018064260483; dx=1.6558740608921703E-7 evalInputDelta=-0.5168404132127762
New Minimum: 1.795861393213272 > 1.7864763513207436
END: th(597656.2500000001)=1.7864763513207436; dx=-2.33768060245957E-8 evalInputDelta=0.009385041892528534
Fitness changed from 1.795861393213272 to 1.7864763513207436
Iteration 15 complete. Error: 1.7864763513207436 Total: 48.0787; Orientation: 0.3628; Line Search: 35.9555
Adding measurement 6f924f07 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.227e+02, gradient 7.309e-04, dot -0.082; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7864763513207436, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 6f924f07 to history. Total: 3
th(0)=1.7864763513207436;dx=-2.5698813774498844E-7
New Minimum: 1.7864763513207436 > 1.6741232872009277
WOLF (strong): th(1287611.3577143683)=1.6741232872009277; dx=3.303472991903482E-8 evalInputDelta=0.11235306411981583
New Minimum: 1.6741232872009277 > 1.5401657223701477
END: th(643805.6788571841)=1.5401657223701477; dx=-1.4835590965198976E-8 evalInputDelta=0.24631062895059586
Fitness changed from 1.7864763513207436 to 1.5401657223701477
Iteration 16 complete. Error: 1.5401657223701477 Total: 48.4369; Orientation: 0.3624; Line Search: 36.6768
Adding measurement 12a79800 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.147e+03, gradient 7.160e-04, dot -0.238; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5401657223701477, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 12a79800 to history. Total: 3
th(0)=1.5401657223701477;dx=-2.5561304287316753E-7
Armijo: th(1387037.288169444)=2.6370632648468018; dx=2.3052437808594587E-7 evalInputDelta=-1.096897542476654
Armijo: th(693518.644084722)=1.6278971508145332; dx=-6.376063440324674E-8 evalInputDelta=-0.08773142844438553
New Minimum: 1.5401657223701477 > 1.4784764796495438
END: th(231172.88136157402)=1.4784764796495438; dx=-1.1726530807861107E-7 evalInputDelta=0.06168924272060394
Fitness changed from 1.5401657223701477 to 1.4784764796495438
Iteration 17 complete. Error: 1.4784764796495438 Total: 59.7393; Orientation: 0.3631; Line Search: 48.0285
Adding measurement 176bdac0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.432e+03, gradient 6.872e-04, dot -0.174; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4784764796495438, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 176bdac0 to history. Total: 3
th(0)=1.4784764796495438;dx=-1.801554288009698E-7
New Minimum: 1.4784764796495438 > 1.4572962671518326
END: th(498046.8750000002)=1.4572962671518326; dx=-2.209222824074952E-8 evalInputDelta=0.02118021249771118
Fitness changed from 1.4784764796495438 to 1.4572962671518326
Iteration 18 complete. Error: 1.4572962671518326 Total: 35.7033; Orientation: 0.4234; Line Search: 23.5365
Adding measurement 32b08e35 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.664e+02, gradient 7.941e-04, dot -0.067; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4572962671518326, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 32b08e35 to history. Total: 3
th(0)=1.4572962671518326;dx=-2.1375854891018296E-7
Armijo: th(1073009.4647619738)=1.8633114472031593; dx=1.5094665664760757E-7 evalInputDelta=-0.40601518005132675
New Minimum: 1.4572962671518326 > 1.3811713755130768
WOLF (strong): th(536504.7323809869)=1.3811713755130768; dx=3.6189709741375445E-8 evalInputDelta=0.0761248916387558
New Minimum: 1.3811713755130768 > 1.3604748025536537
END: th(178834.9107936623)=1.3604748025536537; dx=-1.0579699178485083E-7 evalInputDelta=0.09682146459817886
Fitness changed from 1.4572962671518326 to 1.3604748025536537
Iteration 19 complete. Error: 1.3604748025536537 Total: 60.8592; Orientation: 0.3595; Line Search: 48.9339
Adding measurement 29786d7f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.013e+03, gradient 5.829e-04, dot -0.153; [afaafd6d-391a-4072-a7ab-0e4543f892a5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3604748025536537, 8.174168799072504, 9.098542935214937, 9.099035827443004
LBFGS Accumulation History: 3 points
Removed measurement 29786d7f to history. Total: 3
th(0)=1.3604748025536537;dx=-1.531624850398145E-7
Armijo: th(385288.13560262346)=1.4483442828059196; dx=-1.2875490921827682E-7 evalInputDelta=-0.08786948025226593
Armijo: th(192644.06780131173)=1.386310301721096; dx=-9.1324862848932E-8 evalInputDelta=-0.025835499167442322
Armijo: th(64214.68926710391)=1.365027755498886; dx=-1.4317981154514293E-7 evalInputDelta=-0.004552952945232391
Armijo: th(16053.672316775977)=1.3612030148506165; dx=-1.3139727184855387E-7 evalInputDelta=-7.28212296962738E-4
Armijo: th(3210.7344633551957)=1.3605957627296448; dx=-1.410150708048127E-7 evalInputDelta=-1.2096017599105835E-4
Armijo: th(535.1224105591992)=1.3604950904846191; dx=-1.4205401276782528E-7 evalInputDelta=-2.0287930965423584E-5
Armijo: th(76.44605865131417)=1.3604778945446014; dx=-1.5828207432826806E-7 evalInputDelta=-3.0919909477233887E-6
Armijo: th(9.555757331414272)=1.3604751825332642; dx=-1.4134426708586213E-7 evalInputDelta=-3.7997961044311523E-7
New Minimum: 1.3604748025536537 > 1.3604747131466866
END: th(1.0617508146015857)=1.3604747131466866; dx=-1.0969082831736614E-7 evalInputDelta=8.940696716308594E-8
Fitness changed from 1.3604748025536537 to 1.3604747131466866
Iteration 20 complete. Error: 1.3604747131466866 Total: 132.1748; Orientation: 0.3618; Line Search: 120.2127
Final threshold in iteration 21: 1.3604747131466866 (> -Infinity) after 1190.147s (< 3600.000s)
