Reset training subject: 451008692599100
Reset training subject: 451034272517900
Adding measurement 6a81ed6d to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=5.6021289601922035;dx=-8.141880979031066E-6
New Minimum: 5.6021289601922035 > 5.602115970104933
WOLFE (weak): th(2.154434690031884)=5.602115970104933; dx=-8.118167542544768E-6 evalInputDelta=1.2990087270736694E-5
New Minimum: 5.602115970104933 > 5.602103047072887
WOLFE (weak): th(4.308869380063768)=5.602103047072887; dx=-8.119306555775446E-6 evalInputDelta=2.5913119316101074E-5
New Minimum: 5.602103047072887 > 5.602051626890898
WOLFE (weak): th(12.926608140191302)=5.602051626890898; dx=-8.111466298561362E-6 evalInputDelta=7.733330130577087E-5
New Minimum: 5.602051626890898 > 5.601819697767496
WOLFE (weak): th(51.70643256076521)=5.601819697767496; dx=-8.118137440167582E-6 evalInputDelta=3.092624247074127E-4
New Minimum: 5.601819697767496 > 5.600582007318735
WOLFE (weak): th(258.53216280382605)=5.600582007318735; dx=-8.115887202754547E-6 evalInputDelta=0.001546952873468399
New Minimum: 5.600582007318735 > 5.592853125184774
WOLFE (weak): th(1551.1929768229563)=5.592853125184774; dx=-8.10459957461777E-6 evalInputDelta=0.009275835007429123
New Minimum: 5.592853125184774 > 5.537445969879627
WOLFE (weak): th(10858.350837760694)=5.537445969879627; dx=-8.039369765914259E-6 evalInputDelta=0.0646829903125763
New Minimum: 5.537445969879627 > 5.105712033808231
WOLFE (weak): th(86866.80670208555)=5.105712033808231; dx=-7.34032884381736E-6 evalInputDelta=0.49641692638397217
New Minimum: 5.105712033808231 > 3.235843066126108
END: th(781801.26031877)=3.235843066126108; dx=-1.6657806941120064E-6 evalInputDelta=2.3662858940660954
Fitness changed from 5.6021289601922035 to 3.235843066126108
Iteration 1 complete. Error: 3.235843066126108 Total: 329.4942; Orientation: 0.0061; Line Search: 253.4266
Adding measurement 27f1baa4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=3.235843066126108;dx=-3.6451343389517803E-6
New Minimum: 3.235843066126108 > 1.9853553511202335
END: th(1684339.7559414052)=1.9853553511202335; dx=-1.0622603146469014E-7 evalInputDelta=1.2504877150058746
Fitness changed from 3.235843066126108 to 1.9853553511202335
Iteration 2 complete. Error: 1.9853553511202335 Total: 76.1470; Orientation: 0.0053; Line Search: 50.7767
Adding measurement 5bf4e1b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.9853553511202335;dx=-2.273284646032304E-6
Armijo: th(3628800.0)=2.2045885734260082; dx=6.861436482339346E-7 evalInputDelta=-0.2192332223057747
New Minimum: 1.9853553511202335 > 1.0801377967000008
WOLF (strong): th(1814400.0)=1.0801377967000008; dx=2.9007814636243754E-8 evalInputDelta=0.9052175544202328
END: th(604800.0)=1.2779229506850243; dx=-1.2340143948593756E-6 evalInputDelta=0.7074324004352093
Fitness changed from 1.9853553511202335 to 1.0801377967000008
Iteration 3 complete. Error: 1.0801377967000008 Total: 127.6281; Orientation: 0.0054; Line Search: 102.1187
Adding measurement 59bea874 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.025e+03, gradient 1.129e-03, dot -0.552; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0801377967000008, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 59bea874 to history. Total: 3
th(0)=1.0801377967000008;dx=-1.2744401084204858E-6
New Minimum: 1.0801377967000008 > 0.45013516396284103
END: th(1303002.1005312833)=0.45013516396284103; dx=-3.0594067410963434E-7 evalInputDelta=0.6300026327371597
Fitness changed from 1.0801377967000008 to 0.45013516396284103
Iteration 4 complete. Error: 0.45013516396284103 Total: 76.7153; Orientation: 0.1015; Line Search: 51.2453
Adding measurement 16ed3542 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.369e+03, gradient 7.855e-04, dot -0.600; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.45013516396284103, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 16ed3542 to history. Total: 3
th(0)=0.45013516396284103;dx=-6.1682422632991E-7
New Minimum: 0.45013516396284103 > 0.19948561117053032
WOLF (strong): th(2807232.9265690087)=0.19948561117053032; dx=6.281460994200963E-8 evalInputDelta=0.2506495527923107
New Minimum: 0.19948561117053032 > 0.13317697867751122
END: th(1403616.4632845044)=0.13317697867751122; dx=-2.019352745817943E-7 evalInputDelta=0.3169581852853298
Fitness changed from 0.45013516396284103 to 0.13317697867751122
Iteration 5 complete. Error: 0.13317697867751122 Total: 102.0624; Orientation: 0.0900; Line Search: 76.4516
Adding measurement 3d1102d3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.549e+03, gradient 6.563e-04, dot -0.605; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.13317697867751122, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 3d1102d3 to history. Total: 3
th(0)=0.13317697867751122;dx=-4.3021752580587495E-7
New Minimum: 0.13317697867751122 > 0.05066186189651489
WOLF (strong): th(3024000.0)=0.05066186189651489; dx=6.621364549329915E-8 evalInputDelta=0.08251511678099632
New Minimum: 0.05066186189651489 > -0.05400841310620308
END: th(1512000.0)=-0.05400841310620308; dx=-8.989640087215945E-8 evalInputDelta=0.1871853917837143
Fitness changed from 0.13317697867751122 to -0.05400841310620308
Iteration 6 complete. Error: -0.05400841310620308 Total: 101.6810; Orientation: 0.0968; Line Search: 76.0930
Adding measurement 198f67b9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.517e+03, gradient 6.821e-04, dot -0.544; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.05400841310620308, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 198f67b9 to history. Total: 3
th(0)=-0.05400841310620308;dx=-4.6495422853616876E-7
Armijo: th(3257505.2513282085)=0.16741741076111794; dx=2.3736930879411599E-7 evalInputDelta=-0.22142582386732101
New Minimum: -0.05400841310620308 > -0.17042911797761917
WOLF (strong): th(1628752.6256641042)=-0.17042911797761917; dx=7.112884991114652E-8 evalInputDelta=0.11642070487141609
END: th(542917.5418880348)=-0.16908517479896545; dx=-2.5874090609202823E-7 evalInputDelta=0.11507676169276237
Fitness changed from -0.05400841310620308 to -0.17042911797761917
Iteration 7 complete. Error: -0.17042911797761917 Total: 127.0217; Orientation: 0.0969; Line Search: 101.5936
Adding measurement 5c625a07 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.662e+03, gradient 7.556e-04, dot -0.486; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.17042911797761917, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 5c625a07 to history. Total: 3
th(0)=-0.17042911797761917;dx=-5.709086073548671E-7
New Minimum: -0.17042911797761917 > -0.3168170489370823
WOLF (strong): th(1169680.3860704205)=-0.3168170489370823; dx=1.2296471839267997E-7 evalInputDelta=0.14638793095946312
New Minimum: -0.3168170489370823 > -0.3246435709297657
END: th(584840.1930352102)=-0.3246435709297657; dx=-2.0847743357632813E-7 evalInputDelta=0.15421445295214653
Fitness changed from -0.17042911797761917 to -0.3246435709297657
Iteration 8 complete. Error: -0.3246435709297657 Total: 102.1908; Orientation: 0.0950; Line Search: 76.9058
Adding measurement 1988da16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.510e+03, gradient 4.640e-04, dot -0.613; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3246435709297657, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 1988da16 to history. Total: 3
th(0)=-0.3246435709297657;dx=-2.150007477343681E-7
New Minimum: -0.3246435709297657 > -0.43175171315670013
END: th(1260000.0000000002)=-0.43175171315670013; dx=-1.1967239873403857E-7 evalInputDelta=0.10710814222693443
Fitness changed from -0.3246435709297657 to -0.43175171315670013
Iteration 9 complete. Error: -0.43175171315670013 Total: 76.4353; Orientation: 0.0934; Line Search: 50.9488
Adding measurement 2ceba8a7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.487e+03, gradient 4.352e-04, dot -0.601; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.43175171315670013, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 2ceba8a7 to history. Total: 3
th(0)=-0.43175171315670013;dx=-1.891498037840583E-7
New Minimum: -0.43175171315670013 > -0.5206557996571064
END: th(2714587.709440174)=-0.5206557996571064; dx=-3.973670018399639E-8 evalInputDelta=0.08890408650040627
Fitness changed from -0.43175171315670013 to -0.5206557996571064
Iteration 10 complete. Error: -0.5206557996571064 Total: 75.9736; Orientation: 0.0902; Line Search: 50.7736
Adding measurement 23911567 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.544e+03, gradient 5.497e-04, dot -0.469; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5206557996571064, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 23911567 to history. Total: 3
th(0)=-0.5206557996571064;dx=-3.0198900067327826E-7
Armijo: th(5848401.930352103)=0.015127748250961304; dx=1.5822239241533354E-7 evalInputDelta=-0.5357835479080677
Armijo: th(2924200.9651760515)=-0.4763255640864372; dx=1.167641286595775E-7 evalInputDelta=-0.044330235570669174
New Minimum: -0.5206557996571064 > -0.6362878195941448
END: th(974733.6550586838)=-0.6362878195941448; dx=-9.012192214605917E-8 evalInputDelta=0.11563201993703842
Fitness changed from -0.5206557996571064 to -0.6362878195941448
Iteration 11 complete. Error: -0.6362878195941448 Total: 127.1534; Orientation: 0.0895; Line Search: 101.7003
Adding measurement 74c4c143 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.396e+03, gradient 4.195e-04, dot -0.525; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6362878195941448, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 74c4c143 to history. Total: 3
th(0)=-0.6362878195941448;dx=-1.7584041762554764E-7
New Minimum: -0.6362878195941448 > -0.6807204857468605
WOLF (strong): th(2100000.0000000005)=-0.6807204857468605; dx=1.2874729171013028E-8 evalInputDelta=0.04443266615271568
New Minimum: -0.6807204857468605 > -0.6994458958506584
END: th(1050000.0000000002)=-0.6994458958506584; dx=-6.717951531267884E-8 evalInputDelta=0.0631580762565136
Fitness changed from -0.6362878195941448 to -0.6994458958506584
Iteration 12 complete. Error: -0.6994458958506584 Total: 101.6748; Orientation: 0.0922; Line Search: 76.2936
Adding measurement 5af67935 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.421e+03, gradient 3.622e-04, dot -0.563; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6994458958506584, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 5af67935 to history. Total: 3
th(0)=-0.6994458958506584;dx=-1.3110109140322462E-7
New Minimum: -0.6994458958506584 > -0.7358297109603882
END: th(2262156.4245334785)=-0.7358297109603882; dx=-1.393821526745319E-8 evalInputDelta=0.03638381510972977
Fitness changed from -0.6994458958506584 to -0.7358297109603882
Iteration 13 complete. Error: -0.7358297109603882 Total: 76.6097; Orientation: 0.0893; Line Search: 51.1227
Adding measurement 47fc124b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.514e+03, gradient 5.256e-04, dot -0.425; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7358297109603882, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 47fc124b to history. Total: 3
th(0)=-0.7358297109603882;dx=-2.7590422429812304E-7
Armijo: th(4873668.275293419)=-0.06160827726125717; dx=2.6540106679829974E-7 evalInputDelta=-0.674221433699131
Armijo: th(2436834.1376467096)=-0.6217253394424915; dx=2.0394553406724496E-7 evalInputDelta=-0.11410437151789665
New Minimum: -0.7358297109603882 > -0.8136812783777714
END: th(812278.0458822366)=-0.8136812783777714; dx=-5.012531028557995E-8 evalInputDelta=0.0778515674173832
Fitness changed from -0.7358297109603882 to -0.8136812783777714
Iteration 14 complete. Error: -0.8136812783777714 Total: 127.1550; Orientation: 0.0908; Line Search: 101.6152
Adding measurement af6557e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.444e+03, gradient 3.411e-04, dot -0.538; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8136812783777714, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement af6557e to history. Total: 3
th(0)=-0.8136812783777714;dx=-1.162657734647148E-7
New Minimum: -0.8136812783777714 > -0.8537940233945847
END: th(1750000.0000000007)=-0.8537940233945847; dx=-1.2647630033302187E-8 evalInputDelta=0.04011274501681328
Fitness changed from -0.8136812783777714 to -0.8537940233945847
Iteration 15 complete. Error: -0.8537940233945847 Total: 76.5351; Orientation: 0.0901; Line Search: 51.1153
Adding measurement 66f4745b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.380e+03, gradient 4.396e-04, dot -0.430; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8537940233945847, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 66f4745b to history. Total: 3
th(0)=-0.8537940233945847;dx=-1.9311381485395276E-7
Armijo: th(3770260.7075557983)=-0.5242294147610664; dx=2.0232542717827753E-7 evalInputDelta=-0.3295646086335182
Armijo: th(1885130.3537778992)=-0.8304194957017899; dx=1.176405096332192E-7 evalInputDelta=-0.0233745276927948
New Minimum: -0.8537940233945847 > -0.8964676037430763
END: th(628376.784592633)=-0.8964676037430763; dx=-6.363023188437491E-8 evalInputDelta=0.04267358034849167
Fitness changed from -0.8537940233945847 to -0.8964676037430763
Iteration 16 complete. Error: -0.8964676037430763 Total: 126.4596; Orientation: 0.0914; Line Search: 101.1875
Adding measurement 5af0a93 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.370e+03, gradient 2.812e-04, dot -0.572; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8964676037430763, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 5af0a93 to history. Total: 3
th(0)=-0.8964676037430763;dx=-7.900974992084818E-8
New Minimum: -0.8964676037430763 > -0.932006198912859
END: th(1353796.7431370611)=-0.932006198912859; dx=-4.9665742975831E-8 evalInputDelta=0.03553859516978264
Fitness changed from -0.8964676037430763 to -0.932006198912859
Iteration 17 complete. Error: -0.932006198912859 Total: 76.4874; Orientation: 0.0908; Line Search: 50.9112
Adding measurement 5e49fc9b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.425e+03, gradient 2.883e-04, dot -0.547; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.932006198912859, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 5e49fc9b to history. Total: 3
th(0)=-0.932006198912859;dx=-8.300545938081213E-8
New Minimum: -0.932006198912859 > -0.9519774690270424
END: th(2916666.666666668)=-0.9519774690270424; dx=-6.550166325886086E-9 evalInputDelta=0.019971270114183426
Fitness changed from -0.932006198912859 to -0.9519774690270424
Iteration 18 complete. Error: -0.9519774690270424 Total: 76.2918; Orientation: 0.0892; Line Search: 50.8531
Adding measurement 2745b8d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.606e+03, gradient 4.535e-04, dot -0.396; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9519774690270424, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 2745b8d9 to history. Total: 3
th(0)=-0.9519774690270424;dx=-2.0556102638199784E-7
Armijo: th(6283767.84592633)=-0.0342627689242363; dx=3.1321121487496634E-7 evalInputDelta=-0.9177147001028061
Armijo: th(3141883.922963165)=-0.7499343641102314; dx=2.139402667070353E-7 evalInputDelta=-0.202043104916811
New Minimum: -0.9519774690270424 > -1.0071802251040936
WOLF (strong): th(1047294.6409877217)=-1.0071802251040936; dx=1.864944472447652E-8 evalInputDelta=0.05520275607705116
END: th(261823.66024693043)=-0.9838468618690968; dx=-1.4854914686481295E-7 evalInputDelta=0.03186939284205437
Fitness changed from -0.9519774690270424 to -1.0071802251040936
Iteration 19 complete. Error: -1.0071802251040936 Total: 152.3763; Orientation: 0.0888; Line Search: 126.9185
Adding measurement 5128e94d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.360e+03, gradient 3.743e-04, dot -0.416; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0071802251040936, 1.9853553511202335, 3.235843066126108, 5.6021289601922035
LBFGS Accumulation History: 3 points
Removed measurement 5128e94d to history. Total: 3
th(0)=-1.0071802251040936;dx=-1.3998862209418448E-7
New Minimum: -1.0071802251040936 > -1.0356840640306473
END: th(564081.9763071089)=-1.0356840640306473; dx=-6.279188323017063E-8 evalInputDelta=0.028503838926553726
Fitness changed from -1.0071802251040936 to -1.0356840640306473
Iteration 20 complete. Error: -1.0356840640306473 Total: 76.3584; Orientation: 0.0971; Line Search: 50.7653
Final threshold in iteration 21: -1.0356840640306473 (> -Infinity) after 2212.451s (< 5400.000s)
