Reset training subject: 47138430158400
Reset training subject: 47163865573000
Adding measurement 39013a43 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.871691852807999;dx=-2.2231653350480423E-6
New Minimum: 6.871691852807999 > 6.871688604354858
WOLFE (weak): th(2.154434690031884)=6.871688604354858; dx=-2.215435298370611E-6 evalInputDelta=3.248453140258789E-6
New Minimum: 6.871688604354858 > 6.871685292571783
WOLFE (weak): th(4.308869380063768)=6.871685292571783; dx=-2.215885292991776E-6 evalInputDelta=6.560236215591431E-6
New Minimum: 6.871685292571783 > 6.871671952307224
WOLFE (weak): th(12.926608140191302)=6.871671952307224; dx=-2.2158053068000603E-6 evalInputDelta=1.9900500774383545E-5
New Minimum: 6.871671952307224 > 6.871612176299095
WOLFE (weak): th(51.70643256076521)=6.871612176299095; dx=-2.2160126283666332E-6 evalInputDelta=7.967650890350342E-5
New Minimum: 6.871612176299095 > 6.871292665600777
WOLFE (weak): th(258.53216280382605)=6.871292665600777; dx=-2.214862400487041E-6 evalInputDelta=3.9918720722198486E-4
New Minimum: 6.871292665600777 > 6.869297608733177
WOLFE (weak): th(1551.1929768229563)=6.869297608733177; dx=-2.2141441566090143E-6 evalInputDelta=0.002394244074821472
New Minimum: 6.869297608733177 > 6.8549634255468845
WOLFE (weak): th(10858.350837760694)=6.8549634255468845; dx=-2.2052028922113025E-6 evalInputDelta=0.01672842726111412
New Minimum: 6.8549634255468845 > 6.739863883703947
WOLFE (weak): th(86866.80670208555)=6.739863883703947; dx=-2.1395762092505034E-6 evalInputDelta=0.1318279691040516
New Minimum: 6.739863883703947 > 5.836224727332592
END: th(781801.26031877)=5.836224727332592; dx=-1.6133173410994637E-6 evalInputDelta=1.0354671254754066
Fitness changed from 6.871691852807999 to 5.836224727332592
Iteration 1 complete. Error: 5.836224727332592 Total: 311.0924; Orientation: 0.0057; Line Search: 238.3065
Adding measurement 6bd9289b to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.836224727332592;dx=-1.2831895917954951E-6
New Minimum: 5.836224727332592 > 4.6287977658212185
END: th(1684339.7559414052)=4.6287977658212185; dx=-8.135256310866841E-7 evalInputDelta=1.2074269615113735
Fitness changed from 5.836224727332592 to 4.6287977658212185
Iteration 2 complete. Error: 4.6287977658212185 Total: 75.0417; Orientation: 0.0054; Line Search: 50.7102
Adding measurement 167d9d6d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.6287977658212185;dx=-6.676434576141564E-7
New Minimum: 4.6287977658212185 > 3.382780246436596
END: th(3628800.0)=3.382780246436596; dx=-3.682419170645502E-7 evalInputDelta=1.2460175193846226
Fitness changed from 4.6287977658212185 to 3.382780246436596
Iteration 3 complete. Error: 3.382780246436596 Total: 73.7260; Orientation: 0.0054; Line Search: 48.4048
Adding measurement 2602bea2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.274e+03, gradient 6.410e-04, dot -0.879; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.382780246436596, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 2602bea2 to history. Total: 3
th(0)=3.382780246436596;dx=-4.0975053542303007E-7
New Minimum: 3.382780246436596 > 2.2545919865369797
END: th(7818012.6031877)=2.2545919865369797; dx=-1.361968123309013E-7 evalInputDelta=1.1281882598996162
Fitness changed from 3.382780246436596 to 2.2545919865369797
Iteration 4 complete. Error: 2.2545919865369797 Total: 72.8327; Orientation: 0.0908; Line Search: 49.3384
Adding measurement 6b08e420 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.112e+03, gradient 5.834e-04, dot -0.674; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2545919865369797, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 6b08e420 to history. Total: 3
th(0)=2.2545919865369797;dx=-3.400577730961799E-7
New Minimum: 2.2545919865369797 > 1.8554823137819767
WOLF (strong): th(1.684339755941405E7)=1.8554823137819767; dx=2.4681389086963102E-8 evalInputDelta=0.399109672755003
New Minimum: 1.8554823137819767 > 1.5298431441187859
END: th(8421698.779707026)=1.5298431441187859; dx=-2.6851304771651096E-8 evalInputDelta=0.7247488424181938
Fitness changed from 2.2545919865369797 to 1.5298431441187859
Iteration 5 complete. Error: 1.5298431441187859 Total: 96.9004; Orientation: 0.0912; Line Search: 71.3819
Adding measurement 4cb5150f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.520e+03, gradient 5.457e-04, dot -0.583; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5298431441187859, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 4cb5150f to history. Total: 3
th(0)=1.5298431441187859;dx=-2.97167637209741E-7
Armijo: th(1.8144E7)=1.6013352610170841; dx=6.130615373826773E-8 evalInputDelta=-0.07149211689829826
New Minimum: 1.5298431441187859 > 0.9654703177511692
WOLF (strong): th(9072000.0)=0.9654703177511692; dx=2.677656573485312E-8 evalInputDelta=0.5643728263676167
END: th(3024000.0)=1.0359653644263744; dx=-1.6492145068129495E-7 evalInputDelta=0.4938777796924114
Fitness changed from 1.5298431441187859 to 0.9654703177511692
Iteration 6 complete. Error: 0.9654703177511692 Total: 117.9198; Orientation: 0.0913; Line Search: 93.7751
Adding measurement 36677666 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.067e+03, gradient 4.869e-04, dot -0.526; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9654703177511692, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 36677666 to history. Total: 3
th(0)=0.9654703177511692;dx=-2.3684656633723888E-7
New Minimum: 0.9654703177511692 > 0.4252328425645828
END: th(6515010.502656417)=0.4252328425645828; dx=-2.5785240326126574E-8 evalInputDelta=0.5402374751865864
Fitness changed from 0.9654703177511692 to 0.4252328425645828
Iteration 7 complete. Error: 0.4252328425645828 Total: 73.6393; Orientation: 0.4428; Line Search: 47.9499
Adding measurement 4ce74143 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.200e+03, gradient 3.381e-04, dot -0.586; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.4252328425645828, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 4ce74143 to history. Total: 3
th(0)=0.4252328425645828;dx=-1.141989737853764E-7
New Minimum: 0.4252328425645828 > 0.22013738006353378
WOLF (strong): th(1.4036164632845046E7)=0.22013738006353378; dx=1.3249390715585587E-8 evalInputDelta=0.20509546250104904
New Minimum: 0.22013738006353378 > 0.14081018790602684
END: th(7018082.316422523)=0.14081018790602684; dx=-2.867571417081878E-8 evalInputDelta=0.284422654658556
Fitness changed from 0.4252328425645828 to 0.14081018790602684
Iteration 8 complete. Error: 0.14081018790602684 Total: 94.3488; Orientation: 0.0936; Line Search: 71.3610
Adding measurement 1bbca008 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.219e+03, gradient 3.024e-04, dot -0.585; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.14081018790602684, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 1bbca008 to history. Total: 3
th(0)=0.14081018790602684;dx=-9.132232519361563E-8
New Minimum: 0.14081018790602684 > 0.05952046066522598
WOLF (strong): th(1.5120000000000004E7)=0.05952046066522598; dx=9.785367487092817E-9 evalInputDelta=0.08128972724080086
New Minimum: 0.05952046066522598 > -0.04772437363862991
END: th(7560000.000000002)=-0.04772437363862991; dx=-1.1613489433969026E-8 evalInputDelta=0.18853456154465675
Fitness changed from 0.14081018790602684 to -0.04772437363862991
Iteration 9 complete. Error: -0.04772437363862991 Total: 94.5102; Orientation: 0.0946; Line Search: 70.0047
Adding measurement 44af2892 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.190e+03, gradient 2.985e-04, dot -0.545; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.04772437363862991, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 44af2892 to history. Total: 3
th(0)=-0.04772437363862991;dx=-8.899393871402683E-8
Armijo: th(1.6287526256641045E7)=0.006319154053926468; dx=2.2020541186789474E-8 evalInputDelta=-0.05404352769255638
New Minimum: -0.04772437363862991 > -0.20296718925237656
WOLF (strong): th(8143763.128320523)=-0.20296718925237656; dx=7.1758617844153455E-9 evalInputDelta=0.15524281561374664
END: th(2714587.709440174)=-0.17822449654340744; dx=-5.567350719741879E-8 evalInputDelta=0.13050012290477753
Fitness changed from -0.04772437363862991 to -0.20296718925237656
Iteration 10 complete. Error: -0.20296718925237656 Total: 119.1958; Orientation: 0.0895; Line Search: 95.1011
Adding measurement 1e51f5ed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.954e+03, gradient 3.031e-04, dot -0.494; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.20296718925237656, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 1e51f5ed to history. Total: 3
th(0)=-0.20296718925237656;dx=-9.17934408634388E-8
New Minimum: -0.20296718925237656 > -0.3770708814263344
END: th(5848401.930352103)=-0.3770708814263344; dx=-3.309914229370704E-9 evalInputDelta=0.17410369217395782
Fitness changed from -0.20296718925237656 to -0.3770708814263344
Iteration 11 complete. Error: -0.3770708814263344 Total: 73.9990; Orientation: 0.0896; Line Search: 48.4455
Adding measurement 741602d0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.786e+03, gradient 2.354e-04, dot -0.537; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3770708814263344, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 741602d0 to history. Total: 3
th(0)=-0.3770708814263344;dx=-5.537692799953289E-8
New Minimum: -0.3770708814263344 > -0.4203918129205704
WOLF (strong): th(1.2600000000000004E7)=-0.4203918129205704; dx=1.0793074155966152E-8 evalInputDelta=0.04332093149423599
New Minimum: -0.4203918129205704 > -0.48542509973049164
END: th(6300000.000000002)=-0.48542509973049164; dx=-9.038177636672561E-9 evalInputDelta=0.10835421830415726
Fitness changed from -0.3770708814263344 to -0.48542509973049164
Iteration 12 complete. Error: -0.48542509973049164 Total: 96.8138; Orientation: 0.0905; Line Search: 73.8327
Adding measurement 21c4fa45 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.851e+03, gradient 2.281e-04, dot -0.530; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.48542509973049164, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 21c4fa45 to history. Total: 3
th(0)=-0.48542509973049164;dx=-5.191942004899038E-8
New Minimum: -0.48542509973049164 > -0.4866228364408016
WOLF (strong): th(1.3572938547200872E7)=-0.4866228364408016; dx=9.770455427665235E-9 evalInputDelta=0.0011977367103099823
New Minimum: -0.4866228364408016 > -0.5677589476108551
END: th(6786469.273600436)=-0.5677589476108551; dx=-2.6567559471963927E-9 evalInputDelta=0.08233384788036346
Fitness changed from -0.48542509973049164 to -0.5677589476108551
Iteration 13 complete. Error: -0.5677589476108551 Total: 95.8609; Orientation: 0.0908; Line Search: 71.2501
Adding measurement 5da2d92a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.713e+03, gradient 2.294e-04, dot -0.494; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5677589476108551, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 5da2d92a to history. Total: 3
th(0)=-0.5677589476108551;dx=-5.2380513172252426E-8
Armijo: th(1.462100482588026E7)=-0.5192418396472931; dx=1.638205343502285E-8 evalInputDelta=-0.04851710796356201
New Minimum: -0.5677589476108551 > -0.6487639024853706
WOLF (strong): th(7310502.41294013)=-0.6487639024853706; dx=4.663816333854423E-9 evalInputDelta=0.08100495487451553
END: th(2436834.13764671)=-0.6353067234158516; dx=-3.309572683420744E-8 evalInputDelta=0.06754777580499649
Fitness changed from -0.5677589476108551 to -0.6487639024853706
Iteration 14 complete. Error: -0.6487639024853706 Total: 121.1458; Orientation: 0.0895; Line Search: 97.7639
Adding measurement 4d388549 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.751e+03, gradient 2.353e-04, dot -0.471; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6487639024853706, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 4d388549 to history. Total: 3
th(0)=-0.6487639024853706;dx=-5.519932272756649E-8
New Minimum: -0.6487639024853706 > -0.7430123500525951
END: th(5250000.000000003)=-0.7430123500525951; dx=-4.629341391798416E-9 evalInputDelta=0.0942484475672245
Fitness changed from -0.6487639024853706 to -0.7430123500525951
Iteration 15 complete. Error: -0.7430123500525951 Total: 75.0766; Orientation: 0.0889; Line Search: 49.7480
Adding measurement 7717b865 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.514e+03, gradient 1.829e-04, dot -0.517; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7430123500525951, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 7717b865 to history. Total: 3
th(0)=-0.7430123500525951;dx=-3.330566582198594E-8
New Minimum: -0.7430123500525951 > -0.7849428467452526
WOLF (strong): th(1.1310782122667396E7)=-0.7849428467452526; dx=3.897119665329715E-9 evalInputDelta=0.04193049669265747
New Minimum: -0.7849428467452526 > -0.8064035549759865
END: th(5655391.061333698)=-0.8064035549759865; dx=-9.183559606113785E-9 evalInputDelta=0.06339120492339134
Fitness changed from -0.7430123500525951 to -0.8064035549759865
Iteration 16 complete. Error: -0.8064035549759865 Total: 95.5011; Orientation: 0.0895; Line Search: 71.1087
Adding measurement 5b016674 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.551e+03, gradient 1.765e-04, dot -0.518; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8064035549759865, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 5b016674 to history. Total: 3
th(0)=-0.8064035549759865;dx=-3.1133488373414245E-8
New Minimum: -0.8064035549759865 > -0.8261156901717186
WOLF (strong): th(1.2184170688233553E7)=-0.8261156901717186; dx=4.1542787424108915E-9 evalInputDelta=0.019712135195732117
New Minimum: -0.8261156901717186 > -0.8574896641075611
END: th(6092085.344116776)=-0.8574896641075611; dx=-5.74466280850568E-9 evalInputDelta=0.05108610913157463
Fitness changed from -0.8064035549759865 to -0.8574896641075611
Iteration 17 complete. Error: -0.8574896641075611 Total: 93.4245; Orientation: 0.0898; Line Search: 70.1179
Adding measurement 525ff67 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.478e+03, gradient 1.831e-04, dot -0.482; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8574896641075611, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 525ff67 to history. Total: 3
th(0)=-0.8574896641075611;dx=-3.3502512648383355E-8
Armijo: th(1.312500000000001E7)=-0.8370552062988281; dx=1.0071620635530571E-8 evalInputDelta=-0.020434457808732986
New Minimum: -0.8574896641075611 > -0.9043041989207268
WOLF (strong): th(6562500.000000005)=-0.9043041989207268; dx=7.161070196635438E-10 evalInputDelta=0.046814534813165665
END: th(2187500.0000000014)=-0.8941082879900932; dx=-2.154805999290626E-8 evalInputDelta=0.03661862388253212
Fitness changed from -0.8574896641075611 to -0.9043041989207268
Iteration 18 complete. Error: -0.9043041989207268 Total: 123.2583; Orientation: 0.0896; Line Search: 99.1195
Adding measurement 7a4940d3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.493e+03, gradient 1.964e-04, dot -0.450; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9043041989207268, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 7a4940d3 to history. Total: 3
th(0)=-0.9043041989207268;dx=-3.85310613815608E-8
New Minimum: -0.9043041989207268 > -0.9601347260177135
END: th(4712825.884444749)=-0.9601347260177135; dx=-2.735340217381589E-9 evalInputDelta=0.05583052709698677
Fitness changed from -0.9043041989207268 to -0.9601347260177135
Iteration 19 complete. Error: -0.9601347260177135 Total: 71.7680; Orientation: 0.0890; Line Search: 47.5483
Adding measurement 5ba1b348 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.331e+03, gradient 1.593e-04, dot -0.491; [c6ab1b48-aebc-4270-9b21-f31a34d952a1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9601347260177135, 4.6287977658212185, 5.836224727332592, 6.871691852807999
LBFGS Accumulation History: 3 points
Removed measurement 5ba1b348 to history. Total: 3
th(0)=-0.9601347260177135;dx=-2.5329196663346753E-8
New Minimum: -0.9601347260177135 > -0.9826136566698551
WOLF (strong): th(1.0153475573527962E7)=-0.9826136566698551; dx=3.448430448362125E-9 evalInputDelta=0.02247893065214157
New Minimum: -0.9826136566698551 > -1.0004529729485512
END: th(5076737.786763981)=-1.0004529729485512; dx=-6.120107240411642E-9 evalInputDelta=0.04031824693083763
Fitness changed from -0.9601347260177135 to -1.0004529729485512
Iteration 20 complete. Error: -1.0004529729485512 Total: 98.8655; Orientation: 0.0909; Line Search: 73.5200
Final threshold in iteration 21: -1.0004529729485512 (> -Infinity) after 2074.922s (< 5400.000s)
