Reset training subject: 87031097185100
Reset training subject: 87046233333900
Adding measurement a0e670e to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.2905275225639343;dx=-8.93345629251136E-7
New Minimum: 0.2905275225639343 > 0.29052579402923584
WOLFE (weak): th(2.154434690031884)=0.29052579402923584; dx=-8.326008948614839E-7 evalInputDelta=1.7285346984863281E-6
New Minimum: 0.29052579402923584 > 0.2905239462852478
WOLFE (weak): th(4.308869380063768)=0.2905239462852478; dx=-8.326030670156371E-7 evalInputDelta=3.5762786865234375E-6
New Minimum: 0.2905239462852478 > 0.29051679372787476
WOLFE (weak): th(12.926608140191302)=0.29051679372787476; dx=-8.32617968233531E-7 evalInputDelta=1.0728836059570312E-5
New Minimum: 0.29051679372787476 > 0.29048459231853485
WOLFE (weak): th(51.70643256076521)=0.29048459231853485; dx=-8.325488382162364E-7 evalInputDelta=4.29302453994751E-5
New Minimum: 0.29048459231853485 > 0.29031236469745636
WOLFE (weak): th(258.53216280382605)=0.29031236469745636; dx=-8.32603760079173E-7 evalInputDelta=2.151578664779663E-4
New Minimum: 0.29031236469745636 > 0.2892359048128128
WOLFE (weak): th(1551.1929768229563)=0.2892359048128128; dx=-8.325028061190125E-7 evalInputDelta=0.001291617751121521
New Minimum: 0.2892359048128128 > 0.28148847818374634
WOLFE (weak): th(10858.350837760694)=0.28148847818374634; dx=-8.317321058367518E-7 evalInputDelta=0.009039044380187988
New Minimum: 0.28148847818374634 > 0.21855297684669495
WOLFE (weak): th(86866.80670208555)=0.21855297684669495; dx=-8.224626518747906E-7 evalInputDelta=0.07197454571723938
New Minimum: 0.21855297684669495 > -0.2931784838438034
END: th(781801.26031877)=-0.2931784838438034; dx=-6.452044901121279E-7 evalInputDelta=0.5837060064077377
Fitness changed from 0.2905275225639343 to -0.2931784838438034
Iteration 1 complete. Error: -0.2931784838438034 Total: 199.4150; Orientation: 0.0122; Line Search: 154.8254
Adding measurement 1f053ebc to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.2931784838438034;dx=-7.158058332833553E-7
New Minimum: -0.2931784838438034 > -1.2729446589946747
END: th(1684339.7559414052)=-1.2729446589946747; dx=-4.401623060271458E-7 evalInputDelta=0.9797661751508713
Fitness changed from -0.2931784838438034 to -1.2729446589946747
Iteration 2 complete. Error: -1.2729446589946747 Total: 46.5159; Orientation: 0.0120; Line Search: 30.7597
Adding measurement 3a136b3e to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.2729446589946747;dx=-4.903776378014614E-7
New Minimum: -1.2729446589946747 > -2.3470339328050613
END: th(3628800.0)=-2.3470339328050613; dx=-1.320253359026042E-7 evalInputDelta=1.0740892738103867
Fitness changed from -1.2729446589946747 to -2.3470339328050613
Iteration 3 complete. Error: -2.3470339328050613 Total: 45.6777; Orientation: 0.0119; Line Search: 29.8783
Adding measurement 38a843cc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.717e+03, gradient 5.519e-04, dot -0.393; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3470339328050613, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 38a843cc to history. Total: 3
th(0)=-2.3470339328050613;dx=-3.04632454267041E-7
New Minimum: -2.3470339328050613 > -2.4407897144556046
WOLF (strong): th(7818012.6031877)=-2.4407897144556046; dx=6.313669251290271E-8 evalInputDelta=0.09375578165054321
New Minimum: -2.4407897144556046 > -2.6506581380963326
WOLF (strong): th(3909006.30159385)=-2.6506581380963326; dx=3.328642139947146E-8 evalInputDelta=0.3036242052912712
END: th(1303002.1005312833)=-2.602510027587414; dx=-1.0634416827057445E-7 evalInputDelta=0.25547609478235245
Fitness changed from -2.3470339328050613 to -2.6506581380963326
Iteration 4 complete. Error: -2.6506581380963326 Total: 75.0392; Orientation: 0.2057; Line Search: 58.9726
Adding measurement 216f85a7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.319e+03, gradient 6.742e-04, dot -0.432; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6506581380963326, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 216f85a7 to history. Total: 3
th(0)=-2.6506581380963326;dx=-4.545568282556266E-7
New Minimum: -2.6506581380963326 > -2.938321877270937
WOLF (strong): th(2807232.9265690087)=-2.938321877270937; dx=1.3275010052156696E-7 evalInputDelta=0.2876637391746044
New Minimum: -2.938321877270937 > -3.0037407092750072
END: th(1403616.4632845044)=-3.0037407092750072; dx=-6.673847826874903E-8 evalInputDelta=0.3530825711786747
Fitness changed from -2.6506581380963326 to -3.0037407092750072
Iteration 5 complete. Error: -3.0037407092750072 Total: 59.9734; Orientation: 0.2044; Line Search: 44.9190
Adding measurement 7ba26850 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.368e+03, gradient 2.689e-04, dot -0.620; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0037407092750072, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 7ba26850 to history. Total: 3
th(0)=-3.0037407092750072;dx=-7.228147723536239E-8
New Minimum: -3.0037407092750072 > -3.178193923085928
END: th(3024000.0)=-3.178193923085928; dx=-4.457021541731481E-8 evalInputDelta=0.17445321381092072
Fitness changed from -3.0037407092750072 to -3.178193923085928
Iteration 6 complete. Error: -3.178193923085928 Total: 45.9781; Orientation: 0.1941; Line Search: 30.5313
Adding measurement 2ef76598 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.334e+03, gradient 2.080e-04, dot -0.615; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.178193923085928, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 2ef76598 to history. Total: 3
th(0)=-3.178193923085928;dx=-4.325904170157311E-8
New Minimum: -3.178193923085928 > -3.3810405768454075
END: th(6515010.502656417)=-3.3810405768454075; dx=-2.0588153050034337E-8 evalInputDelta=0.20284665375947952
Fitness changed from -3.178193923085928 to -3.3810405768454075
Iteration 7 complete. Error: -3.3810405768454075 Total: 46.2881; Orientation: 0.1886; Line Search: 29.5387
Adding measurement 71c9feed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.973e+03, gradient 2.071e-04, dot -0.412; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3810405768454075, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 71c9feed to history. Total: 3
th(0)=-3.3810405768454075;dx=-4.288422101512856E-8
Armijo: th(1.4036164632845046E7)=-3.2356975823640823; dx=2.5959447820538704E-8 evalInputDelta=-0.14534299448132515
New Minimum: -3.3810405768454075 > -3.4013656079769135
WOLF (strong): th(7018082.316422523)=-3.4013656079769135; dx=1.8839162676844625E-8 evalInputDelta=0.020325031131505966
New Minimum: -3.4013656079769135 > -3.4389468133449554
END: th(2339360.772140841)=-3.4389468133449554; dx=-9.169736538617307E-9 evalInputDelta=0.05790623649954796
Fitness changed from -3.3810405768454075 to -3.4389468133449554
Iteration 8 complete. Error: -3.4389468133449554 Total: 79.2840; Orientation: 0.1872; Line Search: 62.3580
Adding measurement 5d530338 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.419e+03, gradient 1.722e-04, dot -0.522; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4389468133449554, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 5d530338 to history. Total: 3
th(0)=-3.4389468133449554;dx=-2.966335081636968E-8
New Minimum: -3.4389468133449554 > -3.485868625342846
WOLF (strong): th(5040000.000000001)=-3.485868625342846; dx=7.497587914915745E-9 evalInputDelta=0.04692181199789047
New Minimum: -3.485868625342846 > -3.4859540797770023
END: th(2520000.0000000005)=-3.4859540797770023; dx=-8.34752202090292E-9 evalInputDelta=0.04700726643204689
Fitness changed from -3.4389468133449554 to -3.4859540797770023
Iteration 9 complete. Error: -3.4859540797770023 Total: 60.4789; Orientation: 0.1942; Line Search: 45.0414
Adding measurement 68ead698 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.650e+03, gradient 1.672e-04, dot -0.442; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4859540797770023, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 68ead698 to history. Total: 3
th(0)=-3.4859540797770023;dx=-2.7954840830266946E-8
New Minimum: -3.4859540797770023 > -3.5083824172616005
WOLF (strong): th(5429175.418880348)=-3.5083824172616005; dx=1.512561319459863E-8 evalInputDelta=0.02242833748459816
New Minimum: -3.5083824172616005 > -3.526409540325403
END: th(2714587.709440174)=-3.526409540325403; dx=-2.971511645298076E-9 evalInputDelta=0.04045546054840088
Fitness changed from -3.4859540797770023 to -3.526409540325403
Iteration 10 complete. Error: -3.526409540325403 Total: 62.5633; Orientation: 0.1836; Line Search: 46.5518
Adding measurement 271b8df2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.450e+03, gradient 1.763e-04, dot -0.494; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.526409540325403, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 271b8df2 to history. Total: 3
th(0)=-3.526409540325403;dx=-3.1092543283178185E-8
Armijo: th(5848401.930352103)=-3.4936072789132595; dx=3.734457387020554E-8 evalInputDelta=-0.03280226141214371
New Minimum: -3.526409540325403 > -3.5607419200241566
WOLF (strong): th(2924200.9651760515)=-3.5607419200241566; dx=6.8808704866339944E-9 evalInputDelta=0.03433237969875336
END: th(974733.6550586838)=-3.5503311455249786; dx=-1.8002269117319398E-8 evalInputDelta=0.023921605199575424
Fitness changed from -3.526409540325403 to -3.5607419200241566
Iteration 11 complete. Error: -3.5607419200241566 Total: 75.5866; Orientation: 0.1903; Line Search: 60.5085
Adding measurement 175cb6f4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.154e+03, gradient 2.062e-04, dot -0.364; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5607419200241566, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 175cb6f4 to history. Total: 3
th(0)=-3.5607419200241566;dx=-4.251665191165701E-8
New Minimum: -3.5607419200241566 > -3.596275083720684
WOLF (strong): th(2100000.0000000005)=-3.596275083720684; dx=6.3289803528617086E-9 evalInputDelta=0.03553316369652748
END: th(1050000.0000000002)=-3.591338574886322; dx=-1.6312956992493903E-8 evalInputDelta=0.03059665486216545
Fitness changed from -3.5607419200241566 to -3.596275083720684
Iteration 12 complete. Error: -3.596275083720684 Total: 61.1310; Orientation: 0.1839; Line Search: 44.9742
Adding measurement 7f47ec29 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.292e+03, gradient 1.596e-04, dot -0.498; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.596275083720684, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 7f47ec29 to history. Total: 3
th(0)=-3.596275083720684;dx=-2.5463838477967203E-8
New Minimum: -3.596275083720684 > -3.6277522034943104
END: th(2262156.4245334785)=-3.6277522034943104; dx=-2.5962177346871573E-9 evalInputDelta=0.03147711977362633
Fitness changed from -3.596275083720684 to -3.6277522034943104
Iteration 13 complete. Error: -3.6277522034943104 Total: 44.4735; Orientation: 0.1859; Line Search: 29.4236
Adding measurement 3caf7f54 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.419e+03, gradient 1.337e-04, dot -0.459; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6277522034943104, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 3caf7f54 to history. Total: 3
th(0)=-3.6277522034943104;dx=-1.787728303497979E-8
New Minimum: -3.6277522034943104 > -3.6544309314340353
WOLF (strong): th(4873668.275293419)=-3.6544309314340353; dx=5.691743687454258E-9 evalInputDelta=0.026678727939724922
New Minimum: -3.6544309314340353 > -3.6555148251354694
END: th(2436834.1376467096)=-3.6555148251354694; dx=-5.164032481803482E-9 evalInputDelta=0.027762621641159058
Fitness changed from -3.6277522034943104 to -3.6555148251354694
Iteration 14 complete. Error: -3.6555148251354694 Total: 60.0109; Orientation: 0.1834; Line Search: 45.1890
Adding measurement 49f60fb2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.032e+03, gradient 1.241e-04, dot -0.556; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6555148251354694, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 49f60fb2 to history. Total: 3
th(0)=-3.6555148251354694;dx=-1.5390124856198738E-8
New Minimum: -3.6555148251354694 > -3.6821269653737545
WOLF (strong): th(5250000.000000002)=-3.6821269653737545; dx=4.998773823815171E-9 evalInputDelta=0.026612140238285065
New Minimum: -3.6821269653737545 > -3.682244159281254
END: th(2625000.000000001)=-3.682244159281254; dx=-5.00238444264825E-9 evalInputDelta=0.026729334145784378
Fitness changed from -3.6555148251354694 to -3.682244159281254
Iteration 15 complete. Error: -3.682244159281254 Total: 61.3213; Orientation: 0.1843; Line Search: 46.1143
Adding measurement 27f82d1f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.384e+03, gradient 1.207e-04, dot -0.474; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.682244159281254, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 27f82d1f to history. Total: 3
th(0)=-3.682244159281254;dx=-1.4577565801849295E-8
New Minimum: -3.682244159281254 > -3.7037882395088673
WOLF (strong): th(5655391.061333697)=-3.7037882395088673; dx=5.764794066262934E-9 evalInputDelta=0.02154408022761345
New Minimum: -3.7037882395088673 > -3.707419604063034
END: th(2827695.5306668486)=-3.707419604063034; dx=-3.495159069203085E-9 evalInputDelta=0.025175444781780243
Fitness changed from -3.682244159281254 to -3.707419604063034
Iteration 16 complete. Error: -3.707419604063034 Total: 60.2020; Orientation: 0.1837; Line Search: 44.1033
Adding measurement 5028e2f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.968e+03, gradient 1.242e-04, dot -0.526; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.707419604063034, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 5028e2f to history. Total: 3
th(0)=-3.707419604063034;dx=-1.541633598540573E-8
Armijo: th(6092085.344116775)=-3.70708966255188; dx=1.4989883958621024E-8 evalInputDelta=-3.299415111541748E-4
New Minimum: -3.707419604063034 > -3.7305583357810974
WOLF (strong): th(3046042.6720583877)=-3.7305583357810974; dx=1.9738885903760696E-10 evalInputDelta=0.023138731718063354
END: th(1015347.5573527958)=-3.720424585044384; dx=-1.0194035959957902E-8 evalInputDelta=0.013004980981349945
Fitness changed from -3.707419604063034 to -3.7305583357810974
Iteration 17 complete. Error: -3.7305583357810974 Total: 75.8347; Orientation: 0.1847; Line Search: 60.9746
Adding measurement 3c74d847 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.158e+03, gradient 1.398e-04, dot -0.398; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7305583357810974, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 3c74d847 to history. Total: 3
th(0)=-3.7305583357810974;dx=-1.9538086412554696E-8
New Minimum: -3.7305583357810974 > -3.751731004565954
END: th(2187500.000000001)=-3.751731004565954; dx=-3.2698720246061625E-10 evalInputDelta=0.021172668784856796
Fitness changed from -3.7305583357810974 to -3.751731004565954
Iteration 18 complete. Error: -3.751731004565954 Total: 45.6147; Orientation: 0.2698; Line Search: 30.1435
Adding measurement 5cbeabf4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.851e+03, gradient 1.125e-04, dot -0.534; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.751731004565954, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 5cbeabf4 to history. Total: 3
th(0)=-3.751731004565954;dx=-1.2648358074060088E-8
New Minimum: -3.751731004565954 > -3.7686252035200596
WOLF (strong): th(4712825.884444748)=-3.7686252035200596; dx=5.458648828789472E-9 evalInputDelta=0.016894198954105377
New Minimum: -3.7686252035200596 > -3.7708711698651314
END: th(2356412.942222374)=-3.7708711698651314; dx=-3.579453139467934E-9 evalInputDelta=0.01914016529917717
Fitness changed from -3.751731004565954 to -3.7708711698651314
Iteration 19 complete. Error: -3.7708711698651314 Total: 59.3792; Orientation: 0.1844; Line Search: 44.4463
Adding measurement 6da39267 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.330e+03, gradient 1.003e-04, dot -0.502; [fa7d35b3-397a-4adc-87f0-66c176efc00b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7708711698651314, -1.2729446589946747, -0.2931784838438034, 0.2905275225639343
LBFGS Accumulation History: 3 points
Removed measurement 6da39267 to history. Total: 3
th(0)=-3.7708711698651314;dx=-1.0050295013993289E-8
New Minimum: -3.7708711698651314 > -3.793408753350377
WOLF (strong): th(5076737.78676398)=-3.793408753350377; dx=7.510366585444278E-10 evalInputDelta=0.022537583485245705
END: th(2538368.89338199)=-3.7890267595648766; dx=-4.33067801283274E-9 evalInputDelta=0.018155589699745178
Fitness changed from -3.7708711698651314 to -3.793408753350377
Iteration 20 complete. Error: -3.793408753350377 Total: 61.5290; Orientation: 0.1844; Line Search: 46.0682
Final threshold in iteration 21: -3.793408753350377 (> -Infinity) after 1326.297s (< 5400.000s)
