Reset training subject: 2783298382820
Reset training subject: 2788151558101
Adding measurement 4b500810 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=32.230617210268974;dx=-0.007567375616308344
New Minimum: 32.230617210268974 > 32.2131255492568
WOLFE (weak): th(2.154434690031884)=32.2131255492568; dx=-0.007609214309687629 evalInputDelta=0.0174916610121727
New Minimum: 32.2131255492568 > 32.19567107781768
WOLFE (weak): th(4.308869380063768)=32.19567107781768; dx=-0.0075676760678755894 evalInputDelta=0.03494613245129585
New Minimum: 32.19567107781768 > 32.126093573868275
WOLFE (weak): th(12.926608140191302)=32.126093573868275; dx=-0.007560663684582959 evalInputDelta=0.10452363640069962
New Minimum: 32.126093573868275 > 31.81813144311309
WOLFE (weak): th(51.70643256076521)=31.81813144311309; dx=-0.007380262644932225 evalInputDelta=0.4124857671558857
New Minimum: 31.81813144311309 > 30.304624192416668
END: th(258.53216280382605)=30.304624192416668; dx=-0.00635015623147182 evalInputDelta=1.9259930178523064
Fitness changed from 32.230617210268974 to 30.304624192416668
Iteration 1 complete. Error: 30.304624192416668 Total: 42.2781; Orientation: 0.0049; Line Search: 28.0519
Adding measurement 5797231e to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=30.304624192416668;dx=-0.005616027104760684
New Minimum: 30.304624192416668 > 27.42520371824503
END: th(556.9906600335335)=27.42520371824503; dx=-0.003961796640501031 evalInputDelta=2.8794204741716385
Fitness changed from 30.304624192416668 to 27.42520371824503
Iteration 2 complete. Error: 27.42520371824503 Total: 14.9248; Orientation: 0.0032; Line Search: 9.3595
Adding measurement 74711d4e to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=27.42520371824503;dx=-0.003410475795062865
New Minimum: 27.42520371824503 > 23.935665365308523
END: th(1200.0)=23.935665365308523; dx=-0.0021161744518530274 evalInputDelta=3.4895383529365063
Fitness changed from 27.42520371824503 to 23.935665365308523
Iteration 3 complete. Error: 23.935665365308523 Total: 14.2203; Orientation: 0.0038; Line Search: 9.5385
Adding measurement 4eda5610 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.444e+02, gradient 4.277e-02, dot -0.917; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 23.935665365308523, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 4eda5610 to history. Total: 3
th(0)=23.935665365308523;dx=-0.0018286466844012173
New Minimum: 23.935665365308523 > 20.29135899245739
END: th(2585.3216280382608)=20.29135899245739; dx=-8.947180716837378E-4 evalInputDelta=3.6443063728511333
Fitness changed from 23.935665365308523 to 20.29135899245739
Iteration 4 complete. Error: 20.29135899245739 Total: 14.0910; Orientation: 0.0826; Line Search: 9.3344
Adding measurement 4e5758c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.083e+02, gradient 3.021e-02, dot -0.787; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 20.29135899245739, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 4e5758c0 to history. Total: 3
th(0)=20.29135899245739;dx=-9.02780104812696E-4
New Minimum: 20.29135899245739 > 17.46971894800663
END: th(5569.9066003353355)=17.46971894800663; dx=-2.063081048258059E-4 evalInputDelta=2.82164004445076
Fitness changed from 20.29135899245739 to 17.46971894800663
Iteration 5 complete. Error: 17.46971894800663 Total: 14.1330; Orientation: 0.0816; Line Search: 9.3456
Adding measurement 721e2613 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.417e+01, gradient 3.074e-02, dot -0.522; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 17.46971894800663, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 721e2613 to history. Total: 3
th(0)=17.46971894800663;dx=-9.374658688967079E-4
Armijo: th(12000.000000000002)=22.191595174372196; dx=4.049832661388689E-4 evalInputDelta=-4.721876226365566
Armijo: th(6000.000000000001)=18.723576948046684; dx=6.661394787227713E-4 evalInputDelta=-1.2538580000400543
New Minimum: 17.46971894800663 > 16.56155616044998
WOLF (strong): th(2000.0000000000002)=16.56155616044998; dx=3.2992967141520426E-5 evalInputDelta=0.9081627875566483
END: th(500.00000000000006)=17.04410270601511; dx=-6.678817768832875E-4 evalInputDelta=0.42561624199151993
Fitness changed from 17.46971894800663 to 16.56155616044998
Iteration 6 complete. Error: 16.56155616044998 Total: 28.1474; Orientation: 0.0867; Line Search: 23.3811
Adding measurement 5bc44416 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.268e+01, gradient 2.773e-02, dot -0.523; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 16.56155616044998, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 5bc44416 to history. Total: 3
th(0)=16.56155616044998;dx=-7.660432133661129E-4
New Minimum: 16.56155616044998 > 16.025688022375107
END: th(1077.217345015942)=16.025688022375107; dx=-2.0271626739545937E-4 evalInputDelta=0.5358681380748749
Fitness changed from 16.56155616044998 to 16.025688022375107
Iteration 7 complete. Error: 16.025688022375107 Total: 14.3000; Orientation: 0.2694; Line Search: 9.3403
Adding measurement 1005fa1e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.814e+01, gradient 1.791e-02, dot -0.691; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 16.025688022375107, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 1005fa1e to history. Total: 3
th(0)=16.025688022375107;dx=-3.153558708827956E-4
New Minimum: 16.025688022375107 > 15.434742912650108
END: th(2320.79441680639)=15.434742912650108; dx=-1.8672784802915816E-4 evalInputDelta=0.5909451097249985
Fitness changed from 16.025688022375107 to 15.434742912650108
Iteration 8 complete. Error: 15.434742912650108 Total: 14.1485; Orientation: 0.0852; Line Search: 9.3368
Adding measurement 7ec84fda to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.877e+01, gradient 1.754e-02, dot -0.666; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 15.434742912650108, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 7ec84fda to history. Total: 3
th(0)=15.434742912650108;dx=-2.936514681170952E-4
New Minimum: 15.434742912650108 > 14.914560869336128
WOLF (strong): th(5000.000000000002)=14.914560869336128; dx=1.719544709511268E-5 evalInputDelta=0.5201820433139801
END: th(2500.000000000001)=14.961568165570498; dx=-8.122100162779126E-5 evalInputDelta=0.4731747470796108
Fitness changed from 15.434742912650108 to 14.914560869336128
Iteration 9 complete. Error: 14.914560869336128 Total: 18.8313; Orientation: 0.0838; Line Search: 14.0614
Adding measurement 23b9b4d6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.062e+02, gradient 3.014e-02, dot -0.441; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 14.914560869336128, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 23b9b4d6 to history. Total: 3
th(0)=14.914560869336128;dx=-8.977821064138022E-4
Armijo: th(5386.086725079712)=17.034902784973383; dx=9.153521550933624E-4 evalInputDelta=-2.1203419156372547
New Minimum: 14.914560869336128 > 14.657814219594002
WOLF (strong): th(2693.043362539856)=14.657814219594002; dx=5.791931779864786E-4 evalInputDelta=0.25674664974212646
New Minimum: 14.657814219594002 > 14.324308089911938
END: th(897.6811208466187)=14.324308089911938; dx=-3.4558113047905396E-4 evalInputDelta=0.5902527794241905
Fitness changed from 14.914560869336128 to 14.324308089911938
Iteration 10 complete. Error: 14.324308089911938 Total: 24.5811; Orientation: 0.0809; Line Search: 19.8235
Adding measurement 637b8bcc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.026e+02, gradient 1.565e-02, dot -0.624; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 14.324308089911938, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 637b8bcc to history. Total: 3
th(0)=14.324308089911938;dx=-2.396198458728487E-4
New Minimum: 14.324308089911938 > 13.978229641914368
END: th(1933.995347338659)=13.978229641914368; dx=-1.1052536531885171E-4 evalInputDelta=0.34607844799757004
Fitness changed from 14.324308089911938 to 13.978229641914368
Iteration 11 complete. Error: 13.978229641914368 Total: 14.1104; Orientation: 0.0806; Line Search: 9.3366
Adding measurement 1ae1be3a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.010e+02, gradient 1.370e-02, dot -0.663; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.978229641914368, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 1ae1be3a to history. Total: 3
th(0)=13.978229641914368;dx=-1.8717829372449284E-4
New Minimum: 13.978229641914368 > 13.562610950320959
END: th(4166.66666666667)=13.562610950320959; dx=-3.0484340398128377E-5 evalInputDelta=0.4156186915934086
Fitness changed from 13.978229641914368 to 13.562610950320959
Iteration 12 complete. Error: 13.562610950320959 Total: 14.1100; Orientation: 0.0859; Line Search: 9.3473
Adding measurement 1418ec11 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.121e+02, gradient 1.964e-02, dot -0.501; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.562610950320959, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 1418ec11 to history. Total: 3
th(0)=13.562610950320959;dx=-3.7869532213213126E-4
Armijo: th(8976.81120846619)=16.256901782006025; dx=4.95325028282505E-4 evalInputDelta=-2.6942908316850662
Armijo: th(4488.405604233095)=13.985360193997622; dx=3.835458986210413E-4 evalInputDelta=-0.42274924367666245
New Minimum: 13.562610950320959 > 13.254602327942848
END: th(1496.1352014110316)=13.254602327942848; dx=-1.8970799084034395E-5 evalInputDelta=0.3080086223781109
Fitness changed from 13.562610950320959 to 13.254602327942848
Iteration 13 complete. Error: 13.254602327942848 Total: 23.6326; Orientation: 0.0865; Line Search: 18.7888
Adding measurement 6915b6b9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.028e+02, gradient 1.308e-02, dot -0.629; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.254602327942848, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 6915b6b9 to history. Total: 3
th(0)=13.254602327942848;dx=-1.700485517516016E-4
New Minimum: 13.254602327942848 > 12.999333687126637
END: th(3223.325578897766)=12.999333687126637; dx=-5.769159916501359E-6 evalInputDelta=0.2552686408162117
Fitness changed from 13.254602327942848 to 12.999333687126637
Iteration 14 complete. Error: 12.999333687126637 Total: 14.3524; Orientation: 0.1747; Line Search: 9.4903
Adding measurement 371cbf69 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.096e+02, gradient 1.735e-02, dot -0.499; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.999333687126637, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 371cbf69 to history. Total: 3
th(0)=12.999333687126637;dx=-2.978877757360048E-4
Armijo: th(6944.444444444451)=14.31556348875165; dx=4.3812427253484145E-4 evalInputDelta=-1.3162298016250134
New Minimum: 12.999333687126637 > 12.988980457186699
WOLF (strong): th(3472.2222222222254)=12.988980457186699; dx=2.2672855489327422E-4 evalInputDelta=0.010353229939937592
New Minimum: 12.988980457186699 > 12.765686552971601
END: th(1157.4074074074085)=12.765686552971601; dx=-9.096747968810227E-5 evalInputDelta=0.23364713415503502
Fitness changed from 12.999333687126637 to 12.765686552971601
Iteration 15 complete. Error: 12.765686552971601 Total: 23.6327; Orientation: 0.0794; Line Search: 18.8630
Adding measurement 397e049b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.058e+02, gradient 1.046e-02, dot -0.713; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.765686552971601, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 397e049b to history. Total: 3
th(0)=12.765686552971601;dx=-1.0861331278466725E-4
New Minimum: 12.765686552971601 > 12.53118148446083
END: th(2493.5586690183864)=12.53118148446083; dx=-8.010323053260867E-5 evalInputDelta=0.2345050685107708
Fitness changed from 12.765686552971601 to 12.53118148446083
Iteration 16 complete. Error: 12.53118148446083 Total: 14.1214; Orientation: 0.0815; Line Search: 9.3496
Adding measurement 7abdc6af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.074e+02, gradient 1.024e-02, dot -0.708; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.53118148446083, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 7abdc6af to history. Total: 3
th(0)=12.53118148446083;dx=-1.0328588825607023E-4
New Minimum: 12.53118148446083 > 12.153645168989897
END: th(5372.209298162944)=12.153645168989897; dx=-4.9927897990158014E-5 evalInputDelta=0.3775363154709339
Fitness changed from 12.53118148446083 to 12.153645168989897
Iteration 17 complete. Error: 12.153645168989897 Total: 14.1149; Orientation: 0.0766; Line Search: 9.3554
Adding measurement 348647a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.030e+02, gradient 1.230e-02, dot -0.548; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.153645168989897, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 348647a0 to history. Total: 3
th(0)=12.153645168989897;dx=-1.473252630128233E-4
Armijo: th(11574.074074074086)=12.42204836010933; dx=8.805449031570813E-5 evalInputDelta=-0.26840319111943245
New Minimum: 12.153645168989897 > 11.967513274401426
WOLF (strong): th(5787.037037037043)=11.967513274401426; dx=4.134933468233599E-5 evalInputDelta=0.18613189458847046
New Minimum: 11.967513274401426 > 11.946668103337288
END: th(1929.0123456790143)=11.946668103337288; dx=-5.8268891344976986E-5 evalInputDelta=0.20697706565260887
Fitness changed from 12.153645168989897 to 11.946668103337288
Iteration 18 complete. Error: 11.946668103337288 Total: 24.9448; Orientation: 0.1277; Line Search: 20.1462
Adding measurement 74454568 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.091e+02, gradient 1.012e-02, dot -0.651; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 11.946668103337288, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 74454568 to history. Total: 3
th(0)=11.946668103337288;dx=-1.0071025310507497E-4
New Minimum: 11.946668103337288 > 11.71747948974371
END: th(4155.931115030644)=11.71747948974371; dx=-1.9677847472981512E-5 evalInputDelta=0.22918861359357834
Fitness changed from 11.946668103337288 to 11.71747948974371
Iteration 19 complete. Error: 11.71747948974371 Total: 14.1292; Orientation: 0.0778; Line Search: 9.3640
Adding measurement 2fb7324e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.068e+02, gradient 1.395e-02, dot -0.478; [c5f4a77d-028a-411b-a65b-511a455b16ec = 1.000/1.000e+00]
Orientation rejected. Popping history element from 11.71747948974371, 27.42520371824503, 30.304624192416668, 32.230617210268974
LBFGS Accumulation History: 3 points
Removed measurement 2fb7324e to history. Total: 3
th(0)=11.71747948974371;dx=-1.9188669608756085E-4
Armijo: th(8953.682163604906)=12.715999003499746; dx=2.083342911112461E-4 evalInputDelta=-0.9985195137560368
Armijo: th(4476.841081802453)=11.77500056475401; dx=1.4242799344327324E-4 evalInputDelta=-0.05752107501029968
New Minimum: 11.71747948974371 > 11.542005140334368
END: th(1492.2803606008176)=11.542005140334368; dx=-3.596647797977091E-5 evalInputDelta=0.1754743494093418
Fitness changed from 11.71747948974371 to 11.542005140334368
Iteration 20 complete. Error: 11.542005140334368 Total: 23.5235; Orientation: 0.1555; Line Search: 18.6853
Final threshold in iteration 21: 11.542005140334368 (> -Infinity) after 380.328s (< 5400.000s)
