Reset training subject: 23285330035300
Reset training subject: 23294042928200
Adding measurement 5920a00a to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=3.172336481511593;dx=-3.267542689947602E-5
New Minimum: 3.172336481511593 > 3.1723021045327187
WOLFE (weak): th(2.154434690031884)=3.1723021045327187; dx=-3.181362681186262E-5 evalInputDelta=3.437697887420654E-5
New Minimum: 3.1723021045327187 > 3.1722676791250706
WOLFE (weak): th(4.308869380063768)=3.1722676791250706; dx=-3.181048916748359E-5 evalInputDelta=6.880238652229309E-5
New Minimum: 3.1722676791250706 > 3.172130972146988
WOLFE (weak): th(12.926608140191302)=3.172130972146988; dx=-3.180888211252251E-5 evalInputDelta=2.0550936460494995E-4
New Minimum: 3.172130972146988 > 3.171514254063368
WOLFE (weak): th(51.70643256076521)=3.171514254063368; dx=-3.179844543717988E-5 evalInputDelta=8.222274482250214E-4
New Minimum: 3.171514254063368 > 3.1682294383645058
WOLFE (weak): th(258.53216280382605)=3.1682294383645058; dx=-3.173419426431141E-5 evalInputDelta=0.004107043147087097
New Minimum: 3.1682294383645058 > 3.147814054042101
WOLFE (weak): th(1551.1929768229563)=3.147814054042101; dx=-3.143803721376224E-5 evalInputDelta=0.02452242746949196
New Minimum: 3.147814054042101 > 3.0075963847339153
END: th(10858.350837760694)=3.0075963847339153; dx=-2.8774437990667605E-5 evalInputDelta=0.16474009677767754
Fitness changed from 3.172336481511593 to 3.0075963847339153
Iteration 1 complete. Error: 3.0075963847339153 Total: 98.3083; Orientation: 0.0058; Line Search: 71.1991
Adding measurement 3f5ae0ee to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=3.0075963847339153;dx=-2.6922027570445646E-5
New Minimum: 3.0075963847339153 > 2.719782441854477
END: th(23393.607721408407)=2.719782441854477; dx=-2.1840476537926664E-5 evalInputDelta=0.2878139428794384
Fitness changed from 3.0075963847339153 to 2.719782441854477
Iteration 2 complete. Error: 2.719782441854477 Total: 26.3984; Orientation: 0.0035; Line Search: 17.5881
Adding measurement 57b7f702 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.719782441854477;dx=-2.0578250504133135E-5
New Minimum: 2.719782441854477 > 2.2770452238619328
END: th(50400.00000000001)=2.2770452238619328; dx=-1.4238355114240983E-5 evalInputDelta=0.4427372179925442
Fitness changed from 2.719782441854477 to 2.2770452238619328
Iteration 3 complete. Error: 2.2770452238619328 Total: 26.7442; Orientation: 0.0036; Line Search: 17.7860
Adding measurement 1f10e58c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.128e+03, gradient 3.776e-03, dot -0.874; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2770452238619328, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 1f10e58c to history. Total: 3
th(0)=2.2770452238619328;dx=-1.425982008376345E-5
New Minimum: 2.2770452238619328 > 1.7418638542294502
END: th(108583.50837760697)=1.7418638542294502; dx=-6.265297633459364E-6 evalInputDelta=0.5351813696324825
Fitness changed from 2.2770452238619328 to 1.7418638542294502
Iteration 4 complete. Error: 1.7418638542294502 Total: 27.3656; Orientation: 0.0588; Line Search: 18.3988
Adding measurement 534332c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.767e+02, gradient 3.323e-03, dot -0.620; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7418638542294502, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 534332c5 to history. Total: 3
th(0)=1.7418638542294502;dx=-1.1039652004722623E-5
New Minimum: 1.7418638542294502 > 1.550744965672493
WOLF (strong): th(233936.07721408413)=1.550744965672493; dx=1.4391449665220304E-6 evalInputDelta=0.19111888855695724
New Minimum: 1.550744965672493 > 1.4998230263590813
END: th(116968.03860704206)=1.4998230263590813; dx=-3.149352946734605E-8 evalInputDelta=0.24204082787036896
Fitness changed from 1.7418638542294502 to 1.4998230263590813
Iteration 5 complete. Error: 1.4998230263590813 Total: 35.4506; Orientation: 0.0585; Line Search: 26.6173
Adding measurement 1d341aca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.931e+02, gradient 3.847e-03, dot -0.441; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4998230263590813, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 1d341aca to history. Total: 3
th(0)=1.4998230263590813;dx=-1.4801886214058377E-5
Armijo: th(252000.0000000001)=1.8165930919349194; dx=6.120463608329764E-6 evalInputDelta=-0.3167700655758381
New Minimum: 1.4998230263590813 > 1.403036940842867
WOLF (strong): th(126000.00000000004)=1.403036940842867; dx=7.057964394960149E-6 evalInputDelta=0.09678608551621437
New Minimum: 1.403036940842867 > 1.2862152978777885
END: th(42000.000000000015)=1.2862152978777885; dx=-5.056633204186089E-6 evalInputDelta=0.21360772848129272
Fitness changed from 1.4998230263590813 to 1.2862152978777885
Iteration 6 complete. Error: 1.2862152978777885 Total: 44.6736; Orientation: 0.0584; Line Search: 35.6025
Adding measurement 23510a5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.660e+02, gradient 2.338e-03, dot -0.622; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2862152978777885, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 23510a5 to history. Total: 3
th(0)=1.2862152978777885;dx=-5.464572707844128E-6
New Minimum: 1.2862152978777885 > 1.1155587583780289
END: th(90486.25698133915)=1.1155587583780289; dx=-2.083117370316391E-6 evalInputDelta=0.17065653949975967
Fitness changed from 1.2862152978777885 to 1.1155587583780289
Iteration 7 complete. Error: 1.1155587583780289 Total: 26.6145; Orientation: 0.0581; Line Search: 17.7101
Adding measurement 3b3cc5f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.328e+02, gradient 2.295e-03, dot -0.612; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1155587583780289, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 3b3cc5f to history. Total: 3
th(0)=1.1155587583780289;dx=-5.268894713687045E-6
New Minimum: 1.1155587583780289 > 1.058030929416418
WOLF (strong): th(194946.7310117368)=1.058030929416418; dx=1.742944903160854E-6 evalInputDelta=0.057527828961610794
New Minimum: 1.058030929416418 > 1.0028770044445992
WOLF (strong): th(97473.3655058684)=1.0028770044445992; dx=5.762859743364994E-8 evalInputDelta=0.11268175393342972
END: th(32491.121835289465)=1.0464471951127052; dx=-3.135036994972309E-6 evalInputDelta=0.06911156326532364
Fitness changed from 1.1155587583780289 to 1.0028770044445992
Iteration 8 complete. Error: 1.0028770044445992 Total: 44.5160; Orientation: 0.0577; Line Search: 35.5318
Adding measurement 3402365f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.161e+02, gradient 2.783e-03, dot -0.480; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0028770044445992, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 3402365f to history. Total: 3
th(0)=1.0028770044445992;dx=-7.74322919478886E-6
New Minimum: 1.0028770044445992 > 0.8953617587685585
WOLF (strong): th(70000.00000000003)=0.8953617587685585; dx=1.4708379643340647E-6 evalInputDelta=0.10751524567604065
END: th(35000.000000000015)=0.9059734009206295; dx=-3.0584896946729665E-6 evalInputDelta=0.09690360352396965
Fitness changed from 1.0028770044445992 to 0.8953617587685585
Iteration 9 complete. Error: 0.8953617587685585 Total: 35.5986; Orientation: 0.0579; Line Search: 26.6288
Adding measurement 324db828 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.399e+02, gradient 2.509e-03, dot -0.505; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8953617587685585, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 324db828 to history. Total: 3
th(0)=0.8953617587685585;dx=-6.297184104921398E-6
New Minimum: 0.8953617587685585 > 0.8127665854990482
WOLF (strong): th(75405.21415111597)=0.8127665854990482; dx=1.5547578627140932E-6 evalInputDelta=0.08259517326951027
END: th(37702.607075557986)=0.8150388337671757; dx=-2.0255496644799175E-6 evalInputDelta=0.08032292500138283
Fitness changed from 0.8953617587685585 to 0.8127665854990482
Iteration 10 complete. Error: 0.8127665854990482 Total: 36.0019; Orientation: 0.0565; Line Search: 26.7536
Adding measurement 11239d35 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.635e+02, gradient 2.556e-03, dot -0.479; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8127665854990482, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 11239d35 to history. Total: 3
th(0)=0.8127665854990482;dx=-6.535437040659394E-6
New Minimum: 0.8127665854990482 > 0.7387127205729485
WOLF (strong): th(81227.80458822368)=0.7387127205729485; dx=2.4767539422088548E-6 evalInputDelta=0.07405386492609978
New Minimum: 0.7387127205729485 > 0.7270688861608505
END: th(40613.90229411184)=0.7270688861608505; dx=-1.6384777091966383E-6 evalInputDelta=0.08569769933819771
Fitness changed from 0.8127665854990482 to 0.7270688861608505
Iteration 11 complete. Error: 0.7270688861608505 Total: 35.5852; Orientation: 0.0577; Line Search: 26.7164
Adding measurement 30291bd3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.760e+02, gradient 1.553e-03, dot -0.722; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7270688861608505, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 30291bd3 to history. Total: 3
th(0)=0.7270688861608505;dx=-2.4111394305321956E-6
New Minimum: 0.7270688861608505 > 0.6403354406356812
END: th(87500.00000000006)=0.6403354406356812; dx=-1.588936832921269E-6 evalInputDelta=0.08673344552516937
Fitness changed from 0.7270688861608505 to 0.6403354406356812
Iteration 12 complete. Error: 0.6403354406356812 Total: 26.5704; Orientation: 0.0572; Line Search: 17.5249
Adding measurement 6728eb3f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.546e+02, gradient 1.701e-03, dot -0.658; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6403354406356812, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 6728eb3f to history. Total: 3
th(0)=0.6403354406356812;dx=-2.893733972807912E-6
New Minimum: 0.6403354406356812 > 0.5940048508346081
WOLF (strong): th(188513.03537778996)=0.5940048508346081; dx=6.706758466346081E-7 evalInputDelta=0.046330589801073074
New Minimum: 0.5940048508346081 > 0.5794259943068027
END: th(94256.51768889498)=0.5794259943068027; dx=-1.8762731921546221E-7 evalInputDelta=0.0609094463288784
Fitness changed from 0.6403354406356812 to 0.5794259943068027
Iteration 13 complete. Error: 0.5794259943068027 Total: 35.7871; Orientation: 0.0572; Line Search: 27.0125
Adding measurement 5bbdba78 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.425e+02, gradient 2.241e-03, dot -0.493; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5794259943068027, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 5bbdba78 to history. Total: 3
th(0)=0.5794259943068027;dx=-5.024267662068406E-6
Armijo: th(203069.51147055923)=0.7160311974585056; dx=3.3440015500590378E-6 evalInputDelta=-0.13660520315170288
New Minimum: 0.5794259943068027 > 0.5489450618624687
WOLF (strong): th(101534.75573527961)=0.5489450618624687; dx=2.6435475674147713E-6 evalInputDelta=0.03048093244433403
New Minimum: 0.5489450618624687 > 0.5182820856571198
END: th(33844.918578426536)=0.5182820856571198; dx=-1.9895719000152954E-6 evalInputDelta=0.061143908649683
Fitness changed from 0.5794259943068027 to 0.5182820856571198
Iteration 14 complete. Error: 0.5182820856571198 Total: 43.9523; Orientation: 0.0577; Line Search: 35.2388
Adding measurement 3a91c8a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.549e+02, gradient 1.413e-03, dot -0.728; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5182820856571198, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 3a91c8a0 to history. Total: 3
th(0)=0.5182820856571198;dx=-1.995332982079697E-6
New Minimum: 0.5182820856571198 > 0.4585823491215706
END: th(72916.66666666672)=0.4585823491215706; dx=-1.3040890251139804E-6 evalInputDelta=0.059699736535549164
Fitness changed from 0.5182820856571198 to 0.4585823491215706
Iteration 15 complete. Error: 0.4585823491215706 Total: 26.7683; Orientation: 0.0575; Line Search: 17.5361
Adding measurement 6da37ff0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.007e+03, gradient 1.485e-03, dot -0.689; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.4585823491215706, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 6da37ff0 to history. Total: 3
th(0)=0.4585823491215706;dx=-2.2062696087660907E-6
New Minimum: 0.4585823491215706 > 0.38154226168990135
END: th(157094.1961481583)=0.38154226168990135; dx=-4.4999754123969445E-7 evalInputDelta=0.07704008743166924
Fitness changed from 0.4585823491215706 to 0.38154226168990135
Iteration 16 complete. Error: 0.38154226168990135 Total: 26.5955; Orientation: 0.0575; Line Search: 17.7035
Adding measurement 39e9b110 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.992e+02, gradient 2.003e-03, dot -0.494; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.38154226168990135, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 39e9b110 to history. Total: 3
th(0)=0.38154226168990135;dx=-4.013143694662186E-6
Armijo: th(338449.1857842654)=0.5739446170628071; dx=2.3540591837055656E-6 evalInputDelta=-0.19240235537290573
New Minimum: 0.38154226168990135 > 0.36440368741750717
WOLF (strong): th(169224.5928921327)=0.36440368741750717; dx=2.4269313992757377E-6 evalInputDelta=0.01713857427239418
New Minimum: 0.36440368741750717 > 0.30570436269044876
END: th(56408.1976307109)=0.30570436269044876; dx=-1.2286305771292797E-6 evalInputDelta=0.07583789899945259
Fitness changed from 0.38154226168990135 to 0.30570436269044876
Iteration 17 complete. Error: 0.30570436269044876 Total: 44.4172; Orientation: 0.0567; Line Search: 34.9975
Adding measurement 39f976b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.027e+03, gradient 1.462e-03, dot -0.640; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.30570436269044876, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 39f976b2 to history. Total: 3
th(0)=0.30570436269044876;dx=-2.1384148380538852E-6
New Minimum: 0.30570436269044876 > 0.2430429421365261
END: th(121527.77777777788)=0.2430429421365261; dx=-3.790693177974371E-8 evalInputDelta=0.06266142055392265
Fitness changed from 0.30570436269044876 to 0.2430429421365261
Iteration 18 complete. Error: 0.2430429421365261 Total: 26.7962; Orientation: 0.0577; Line Search: 17.8623
Adding measurement 5969a4aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.096e+03, gradient 1.984e-03, dot -0.481; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2430429421365261, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 5969a4aa to history. Total: 3
th(0)=0.2430429421365261;dx=-3.937623419250855E-6
Armijo: th(261823.66024693055)=0.4249976836144924; dx=2.6138432420634786E-6 evalInputDelta=-0.1819547414779663
Armijo: th(130911.83012346528)=0.244374617934227; dx=2.508996714637331E-6 evalInputDelta=-0.001331675797700882
New Minimum: 0.2430429421365261 > 0.1884869523346424
END: th(43637.27670782176)=0.1884869523346424; dx=-8.261228055598234E-7 evalInputDelta=0.0545559898018837
Fitness changed from 0.2430429421365261 to 0.1884869523346424
Iteration 19 complete. Error: 0.1884869523346424 Total: 45.2544; Orientation: 0.0575; Line Search: 36.4325
Adding measurement 42ae0053 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.085e+03, gradient 1.257e-03, dot -0.711; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.1884869523346424, 2.719782441854477, 3.0075963847339153, 3.172336481511593
LBFGS Accumulation History: 3 points
Removed measurement 42ae0053 to history. Total: 3
th(0)=0.1884869523346424;dx=-1.5808889257324774E-6
New Minimum: 0.1884869523346424 > 0.1393745355308056
END: th(94013.66271785152)=0.1393745355308056; dx=-6.059135851539116E-7 evalInputDelta=0.04911241680383682
Fitness changed from 0.1884869523346424 to 0.1393745355308056
Iteration 20 complete. Error: 0.1393745355308056 Total: 26.9205; Orientation: 0.0581; Line Search: 17.8986
Final threshold in iteration 21: 0.1393745355308056 (> -Infinity) after 740.319s (< 5400.000s)
