Reset training subject: 4637151391280
Reset training subject: 4638290987146
Adding measurement 2164740 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-5.2602910125352444;dx=-4.7736350388038757E-4
New Minimum: -5.2602910125352444 > -5.2611465089918195
WOLFE (weak): th(2.154434690031884)=-5.2611465089918195; dx=-4.7669825123592904E-4 evalInputDelta=8.554964565750112E-4
New Minimum: -5.2611465089918195 > -5.262003667810225
WOLFE (weak): th(4.308869380063768)=-5.262003667810225; dx=-4.7462347241338757E-4 evalInputDelta=0.0017126552749804347
New Minimum: -5.262003667810225 > -5.265413304991997
WOLFE (weak): th(12.926608140191302)=-5.265413304991997; dx=-4.778393738900388E-4 evalInputDelta=0.00512229245675222
New Minimum: -5.265413304991997 > -5.280761739567173
WOLFE (weak): th(51.70643256076521)=-5.280761739567173; dx=-4.7542726533409253E-4 evalInputDelta=0.020470727031928426
New Minimum: -5.280761739567173 > -5.361120400354526
WOLFE (weak): th(258.53216280382605)=-5.361120400354526; dx=-4.549866180581077E-4 evalInputDelta=0.10082938781928164
New Minimum: -5.361120400354526 > -5.842594752394037
END: th(1551.1929768229563)=-5.842594752394037; dx=-4.0095982553332415E-4 evalInputDelta=0.5823037398587925
Fitness changed from -5.2602910125352444 to -5.842594752394037
Iteration 1 complete. Error: -5.842594752394037 Total: 11.3767; Orientation: 0.0208; Line Search: 8.0308
Iteration 1
Adding measurement 10d9f008 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-5.842594752394037;dx=-4.540087865866392E-4
New Minimum: -5.842594752394037 > -7.16770346047089
END: th(3341.943960201201)=-7.16770346047089; dx=-3.21640011875078E-4 evalInputDelta=1.3251087080768533
Fitness changed from -5.842594752394037 to -7.16770346047089
Iteration 2 complete. Error: -7.16770346047089 Total: 3.4402; Orientation: 0.0191; Line Search: 2.2975
Iteration 2
Adding measurement 1cad6536 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-7.16770346047089;dx=-5.792103178935471E-4
New Minimum: -7.16770346047089 > -10.308388548854131
END: th(7200.000000000001)=-10.308388548854131; dx=-2.626235052449886E-4 evalInputDelta=3.1406850883832407
Fitness changed from -7.16770346047089 to -10.308388548854131
Iteration 3 complete. Error: -10.308388548854131 Total: 3.4284; Orientation: 0.0202; Line Search: 2.2798
Iteration 3
Adding measurement fbf8098 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.681e+03, gradient 3.362e-02, dot -0.311; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.308388548854131, -7.16770346047089, -5.842594752394037, -5.2602910125352444
LBFGS Accumulation History: 3 points
Removed measurement fbf8098 to history. Total: 3
th(0)=-10.308388548854131;dx=-0.0011268952163020537
New Minimum: -10.308388548854131 > -16.095465739801416
END: th(15511.929768229566)=-16.095465739801416; dx=-4.7839468897228595E-5 evalInputDelta=5.787077190947285
Fitness changed from -10.308388548854131 to -16.095465739801416
Iteration 4 complete. Error: -16.095465739801416 Total: 3.9000; Orientation: 0.4788; Line Search: 2.2979
Iteration 4
Adding measurement 769c69c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.400e+03, gradient 7.258e-02, dot -0.080; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -16.095465739801416, -7.16770346047089, -5.842594752394037, -5.2602910125352444
LBFGS Accumulation History: 3 points
Removed measurement 769c69c6 to history. Total: 3
th(0)=-16.095465739801416;dx=-0.005261558153121279
New Minimum: -16.095465739801416 > -21.021511092112146
WOLF (strong): th(33419.43960201202)=-21.021511092112146; dx=1.399667556061615E-4 evalInputDelta=4.92604535231073
New Minimum: -21.021511092112146 > -22.91127494067209
WOLF (strong): th(16709.71980100601)=-22.91127494067209; dx=2.3245564085140806E-5 evalInputDelta=6.8158092008706745
New Minimum: -22.91127494067209 > -24.963458261300723
END: th(5569.906600335336)=-24.963458261300723; dx=-7.036810867291148E-4 evalInputDelta=8.867992521499307
Fitness changed from -16.095465739801416 to -24.963458261300723
Iteration 5 complete. Error: -24.963458261300723 Total: 6.1917; Orientation: 0.4684; Line Search: 4.6017
Iteration 5
Adding measurement 7fb34e05 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.956e+05, gradient 8.861e-02, dot -0.084; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -24.963458261300723, -7.16770346047089, -5.842594752394037, -5.2602910125352444
LBFGS Accumulation History: 3 points
Removed measurement 7fb34e05 to history. Total: 3
th(0)=-24.963458261300723;dx=-0.007849003877277546
New Minimum: -24.963458261300723 > -29.224528185508234
WOLF (strong): th(12000.000000000004)=-29.224528185508234; dx=4.6865517985214495E-4 evalInputDelta=4.261069924207511
New Minimum: -29.224528185508234 > -33.4905011570928
END: th(6000.000000000002)=-33.4905011570928; dx=-1.497773080316209E-4 evalInputDelta=8.527042895792079
Fitness changed from -24.963458261300723 to -33.4905011570928
Iteration 6 complete. Error: -33.4905011570928 Total: 5.0209; Orientation: 0.4637; Line Search: 3.4449
Adding measurement 9c0673 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.610e+05, gradient 1.040e-01, dot -0.106; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -33.4905011570928, -7.16770346047089, -5.842594752394037, -5.2602910125352444
LBFGS Accumulation History: 3 points
Removed measurement 9c0673 to history. Total: 3
th(0)=-33.4905011570928;dx=-0.010821865103054568
New Minimum: -33.4905011570928 > -39.79785126811711
WOLF (strong): th(12926.608140191307)=-39.79785126811711; dx=3.4455669401356134E-4 evalInputDelta=6.307350111024306
New Minimum: -39.79785126811711 > -46.81740531627177
WOLF (strong): th(6463.3040700956535)=-46.81740531627177; dx=5.403515455517202E-4 evalInputDelta=13.326904159178966
New Minimum: -46.81740531627177 > -47.58884689569847
END: th(2154.4346900318847)=-47.58884689569847; dx=-0.0030868047979511434 evalInputDelta=14.098345738605666
Fitness changed from -33.4905011570928 to -47.58884689569847
Iteration 7 complete. Error: -47.58884689569847 Total: 6.1269; Orientation: 0.4714; Line Search: 4.5742
Adding measurement 4cea7719 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.807e+03, gradient 9.789e-02, dot 0.192; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-47.58884689569847;dx=-33.922174801387996
Armijo: th(4641.588833612781)=-31.791726793983173; dx=8.424554802408059E-4 evalInputDelta=-15.797120101715294
Armijo: th(2320.7944168063905)=-31.692704290164375; dx=0.0015953734236940644 evalInputDelta=-15.896142605534092
Armijo: th(773.5981389354635)=-31.204992348985456; dx=0.005857010016461275 evalInputDelta=-16.38385454671301
Armijo: th(193.39953473386586)=-28.89925319170167; dx=0.003573127774583179 evalInputDelta=-18.689593703996795
Armijo: th(38.67990694677317)=-20.55446561684044; dx=-0.1867128187982449 evalInputDelta=-27.034381278858028
Armijo: th(6.446651157795529)=-17.41753949373858; dx=0.7097365945873602 evalInputDelta=-30.171307401959886
New Minimum: -47.58884689569847 > -50.04585632812563
WOLF (strong): th(0.9209501653993613)=-50.04585632812563; dx=3.0533720587349116 evalInputDelta=2.4570094324271636
New Minimum: -50.04585632812563 > -50.806976022968115
END: th(0.11511877067492016)=-50.806976022968115; dx=-21.97321841621928 evalInputDelta=3.2181291272696484
Fitness changed from -47.58884689569847 to -50.806976022968115
Iteration 8 complete. Error: -50.806976022968115 Total: 13.1041; Orientation: 0.4599; Line Search: 11.5592
Adding measurement 2a8f3a84 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 2.013e+03, gradient 1.019e-01, dot -0.026; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -50.806976022968115, -47.58884689569847, -7.16770346047089, -5.842594752394037, -5.2602910125352444
Rejected: LBFGS Orientation magnitude: 8.189e+02, gradient 1.019e-01, dot -0.019; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -50.806976022968115, -47.58884689569847, -7.16770346047089, -5.842594752394037
LBFGS Accumulation History: 3 points
Removed measurement 2a8f3a84 to history. Total: 4
Removed measurement 4cea7719 to history. Total: 3
th(0)=-50.806976022968115;dx=-0.010373409496525324
New Minimum: -50.806976022968115 > -50.80911999555195
WOLFE (weak): th(0.24801587301587313)=-50.80911999555195; dx=-0.010379563444171418 evalInputDelta=0.0021439725838376944
New Minimum: -50.80911999555195 > -50.81128245051218
WOLFE (weak): th(0.49603174603174627)=-50.81128245051218; dx=-0.010376229929887586 evalInputDelta=0.0043064275440656274
New Minimum: -50.81128245051218 > -50.81988359958041
WOLFE (weak): th(1.4880952380952388)=-50.81988359958041; dx=-0.010374874028983575 evalInputDelta=0.01290757661229236
New Minimum: -50.81988359958041 > -50.85865559488489
WOLFE (weak): th(5.952380952380955)=-50.85865559488489; dx=-0.010362142076342565 evalInputDelta=0.05167957191677175
New Minimum: -50.85865559488489 > -51.06457893857126
WOLFE (weak): th(29.761904761904777)=-51.06457893857126; dx=-0.010293382800300524 evalInputDelta=0.25760291560314386
New Minimum: -51.06457893857126 > -52.304835360279704
WOLFE (weak): th(178.57142857142867)=-52.304835360279704; dx=-0.009434900397839893 evalInputDelta=1.4978593373115885
New Minimum: -52.304835360279704 > -58.78283219251599
END: th(1250.0000000000007)=-58.78283219251599; dx=-0.005312438283502127 evalInputDelta=7.975856169547875
Fitness changed from -50.806976022968115 to -58.78283219251599
Iteration 9 complete. Error: -58.78283219251599 Total: 11.3066; Orientation: 1.0449; Line Search: 9.1175
Adding measurement 3f7b20a9 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 2.347e+03, gradient 9.437e-02, dot 0.163; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
th(0)=-58.78283219251599;dx=-36.00658666587866
Armijo: th(2693.0433625398564)=-30.88341321560449; dx=0.0012034272303737352 evalInputDelta=-27.899418976911498
Armijo: th(1346.5216812699282)=-30.824286333024805; dx=0.002057652818838033 evalInputDelta=-27.958545859491185
Armijo: th(448.8405604233094)=-30.926769597697064; dx=0.004957275140642295 evalInputDelta=-27.856062594818926
Armijo: th(112.21014010582735)=-28.236907237230966; dx=-0.010090125790336057 evalInputDelta=-30.545924955285024
Armijo: th(22.44202802116547)=-17.2532114217037; dx=-0.16095950234154482 evalInputDelta=-41.529620770812286
Armijo: th(3.740338003527578)=-22.488994079857523; dx=2.5417941429400095 evalInputDelta=-36.29383811265846
New Minimum: -58.78283219251599 > -59.80750116646785
WOLF (strong): th(0.5343340005039398)=-59.80750116646785; dx=3.6659911678524724 evalInputDelta=1.0246689739518615
New Minimum: -59.80750116646785 > -60.47606529653686
END: th(0.06679175006299247)=-60.47606529653686; dx=-23.52240038051066 evalInputDelta=1.6932331040208695
Fitness changed from -58.78283219251599 to -60.47606529653686
Iteration 10 complete. Error: -60.47606529653686 Total: 11.9551; Orientation: 0.4645; Line Search: 10.3939
Iteration 10
Adding measurement 451d319 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.608e+03, gradient 9.739e-02, dot -0.052; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -60.47606529653686, -58.78283219251599, -7.16770346047089, -5.842594752394037, -5.2602910125352444
Rejected: LBFGS Orientation magnitude: 4.363e+02, gradient 9.739e-02, dot -0.038; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -60.47606529653686, -58.78283219251599, -7.16770346047089, -5.842594752394037
LBFGS Accumulation History: 3 points
Removed measurement 451d319 to history. Total: 4
Removed measurement 3f7b20a9 to history. Total: 3
th(0)=-60.47606529653686;dx=-0.009479522150421377
New Minimum: -60.47606529653686 > -60.47719996911083
WOLFE (weak): th(0.14389846334365022)=-60.47719996911083; dx=-0.009481899637622367 evalInputDelta=0.001134672573968487
New Minimum: -60.47719996911083 > -60.478341307865506
WOLFE (weak): th(0.28779692668730045)=-60.478341307865506; dx=-0.009484965183342013 evalInputDelta=0.002276011328646632
New Minimum: -60.478341307865506 > -60.48289307357936
WOLFE (weak): th(0.8633907800619014)=-60.48289307357936; dx=-0.009490067958189248 evalInputDelta=0.006827777042502703
New Minimum: -60.48289307357936 > -60.50331607576257
WOLFE (weak): th(3.4535631202476056)=-60.50331607576257; dx=-0.009460472024011932 evalInputDelta=0.027250779225710176
New Minimum: -60.50331607576257 > -60.611375927701644
WOLFE (weak): th(17.267815601238027)=-60.611375927701644; dx=-0.009344963495886347 evalInputDelta=0.13531063116478492
New Minimum: -60.611375927701644 > -61.2708655128845
WOLFE (weak): th(103.60689360742816)=-61.2708655128845; dx=-0.009156097905225941 evalInputDelta=0.7948002163476389
New Minimum: -61.2708655128845 > -65.47524798018594
END: th(725.2482552519971)=-65.47524798018594; dx=-0.007154623050340109 evalInputDelta=4.999182683649082
Fitness changed from -60.47606529653686 to -65.47524798018594
Iteration 11 complete. Error: -65.47524798018594 Total: 11.3615; Orientation: 1.0824; Line Search: 9.1535
Adding measurement 41691af5 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 2.760e+03, gradient 9.287e-02, dot 0.141; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
th(0)=-65.47524798018594;dx=-36.08156106973813
Armijo: th(1562.500000000001)=-29.653909629657125; dx=0.0017646420316355476 evalInputDelta=-35.82133835052882
Armijo: th(781.2500000000005)=-30.005500444173233; dx=0.0036805575506351994 evalInputDelta=-35.469747536012704
Armijo: th(260.4166666666668)=-30.029054904805577; dx=0.008899926166315651 evalInputDelta=-35.446193075380364
Armijo: th(65.1041666666667)=-26.082812476646442; dx=-0.060940637005541545 evalInputDelta=-39.3924355035395
Armijo: th(13.02083333333334)=-15.879348322188903; dx=-0.13339861465373917 evalInputDelta=-49.59589965799704
Armijo: th(2.1701388888888897)=-32.546249963344714; dx=5.340405141812397 evalInputDelta=-32.92899801684123
New Minimum: -65.47524798018594 > -66.45261762571587
END: th(0.3100198412698414)=-66.45261762571587; dx=-0.21411730893043524 evalInputDelta=0.977369645529933
Fitness changed from -65.47524798018594 to -66.45261762571587
Iteration 12 complete. Error: -66.45261762571587 Total: 10.7901; Orientation: 0.4673; Line Search: 9.2355
Adding measurement 2a7d89d0 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.009e+03, gradient 1.169e-01, dot -0.316; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -66.45261762571587, -65.47524798018594, -7.16770346047089, -5.842594752394037, -5.2602910125352444
Rejected: LBFGS Orientation magnitude: 4.298e+02, gradient 1.169e-01, dot -0.438; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -66.45261762571587, -65.47524798018594, -7.16770346047089, -5.842594752394037
LBFGS Accumulation History: 3 points
Removed measurement 2a7d89d0 to history. Total: 4
Removed measurement 41691af5 to history. Total: 3
th(0)=-66.45261762571587;dx=-0.013664897783450477
New Minimum: -66.45261762571587 > -66.4602128273166
WOLFE (weak): th(0.6679175006299246)=-66.4602128273166; dx=-0.013650537821394254 evalInputDelta=0.007595201600722135
New Minimum: -66.4602128273166 > -66.46782135901718
WOLFE (weak): th(1.3358350012598492)=-66.46782135901718; dx=-0.013654214894048146 evalInputDelta=0.015203733301305533
New Minimum: -66.46782135901718 > -66.49821028793245
WOLFE (weak): th(4.007505003779547)=-66.49821028793245; dx=-0.01362722938008768 evalInputDelta=0.04559266221657765
New Minimum: -66.49821028793245 > -66.63481526561709
WOLFE (weak): th(16.03002001511819)=-66.63481526561709; dx=-0.01351066186098836 evalInputDelta=0.18219763990121862
New Minimum: -66.63481526561709 > -67.35993266792427
WOLFE (weak): th(80.15010007559096)=-67.35993266792427; dx=-0.013136527621193824 evalInputDelta=0.9073150422083955
New Minimum: -67.35993266792427 > -71.45534891164009
END: th(480.90060045354574)=-71.45534891164009; dx=-0.011037508689630734 evalInputDelta=5.002731285924213
Fitness changed from -66.45261762571587 to -71.45534891164009
Iteration 13 complete. Error: -71.45534891164009 Total: 10.1618; Orientation: 1.0891; Line Search: 7.9778
Adding measurement 3d261567 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.644e+03, gradient 1.040e-01, dot -0.077; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -71.45534891164009, -7.16770346047089, -5.842594752394037, -5.2602910125352444
LBFGS Accumulation History: 3 points
Removed measurement 3d261567 to history. Total: 3
th(0)=-71.45534891164009;dx=-0.010818068391181636
New Minimum: -71.45534891164009 > -79.79764690632246
END: th(1036.0689360742815)=-79.79764690632246; dx=-0.008076956425529377 evalInputDelta=8.342297994682369
Fitness changed from -71.45534891164009 to -79.79764690632246
Iteration 14 complete. Error: -79.79764690632246 Total: 3.8496; Orientation: 0.4675; Line Search: 2.2763
Adding measurement 4513a877 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.934e+04, gradient 9.667e-02, dot -0.090; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -79.79764690632246, -7.16770346047089, -5.842594752394037, -5.2602910125352444
LBFGS Accumulation History: 3 points
Removed measurement 4513a877 to history. Total: 3
th(0)=-79.79764690632246;dx=-0.00933793380045762
New Minimum: -79.79764690632246 > -92.94539158357236
END: th(2232.1428571428582)=-92.94539158357236; dx=-0.005371032947747606 evalInputDelta=13.147744677249904
Fitness changed from -79.79764690632246 to -92.94539158357236
Iteration 15 complete. Error: -92.94539158357236 Total: 3.8541; Orientation: 0.4650; Line Search: 2.2924
Iteration 15
Adding measurement 6e851717 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 3.592e+02, gradient 1.072e-01, dot 0.767; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
th(0)=-92.94539158357236;dx=-29.517715804959664
Armijo: th(4809.006004535458)=-34.44917531367993; dx=4.546228165911914E-5 evalInputDelta=-58.49621626989243
Armijo: th(2404.503002267729)=-34.383444648291444; dx=5.590438987149072E-4 evalInputDelta=-58.561946935280915
Armijo: th(801.5010007559096)=-33.86610461377897; dx=7.89638554134194E-4 evalInputDelta=-59.07928696979339
Armijo: th(200.3752501889774)=-19.82000441022241; dx=-0.029022624897795484 evalInputDelta=-73.12538717334995
Armijo: th(40.07505003779548)=-5.582297758400066; dx=-0.0066989873847524955 evalInputDelta=-87.3630938251723
Armijo: th(6.679175006299246)=-40.550183062236556; dx=7.655048671443389 evalInputDelta=-52.3952085213358
New Minimum: -92.94539158357236 > -100.88780987073436
END: th(0.9541678580427495)=-100.88780987073436; dx=-2.4609160646276824 evalInputDelta=7.942418287161999
Fitness changed from -92.94539158357236 to -100.88780987073436
Iteration 16 complete. Error: -100.88780987073436 Total: 11.9951; Orientation: 0.4615; Line Search: 10.4153
Adding measurement 51f74aad to history. Total: 4
Rejected: LBFGS Orientation magnitude: 8.871e+04, gradient 1.351e-01, dot -0.096; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -100.88780987073436, -92.94539158357236, -7.16770346047089, -5.842594752394037, -5.2602910125352444
Rejected: LBFGS Orientation magnitude: 8.466e+04, gradient 1.351e-01, dot -0.111; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -100.88780987073436, -92.94539158357236, -7.16770346047089, -5.842594752394037
LBFGS Accumulation History: 3 points
Removed measurement 51f74aad to history. Total: 4
Removed measurement 6e851717 to history. Total: 3
th(0)=-100.88780987073436;dx=-0.01825074902795325
New Minimum: -100.88780987073436 > -100.91612461793567
WOLFE (weak): th(2.0556923334807173)=-100.91612461793567; dx=-0.01812364273267751 evalInputDelta=0.028314747201307
New Minimum: -100.91612461793567 > -100.94445279158958
WOLFE (weak): th(4.111384666961435)=-100.94445279158958; dx=-0.01811962691885923 evalInputDelta=0.05664292085522504
New Minimum: -100.94445279158958 > -101.05760069856476
WOLFE (weak): th(12.334154000884304)=-101.05760069856476; dx=-0.018051112123411095 evalInputDelta=0.169790827830397
New Minimum: -101.05760069856476 > -101.56024188007946
WOLFE (weak): th(49.336616003537216)=-101.56024188007946; dx=-0.01780893893675311 evalInputDelta=0.6724320093451013
New Minimum: -101.56024188007946 > -104.06414336554074
END: th(246.68308001768608)=-104.06414336554074; dx=-0.016001147388406446 evalInputDelta=3.1763334948063857
Fitness changed from -100.88780987073436 to -104.06414336554074
Iteration 17 complete. Error: -104.06414336554074 Total: 8.9683; Orientation: 1.0444; Line Search: 6.8411
Adding measurement 5470ec12 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 3.287e+03, gradient 1.236e-01, dot 0.193; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
th(0)=-104.06414336554074;dx=-78.31798528327816
Armijo: th(531.462585034014)=-34.620380799777124; dx=0.0026752011261787605 evalInputDelta=-69.44376256576362
Armijo: th(265.731292517007)=-34.574076090192435; dx=3.229446671779981E-5 evalInputDelta=-69.49006727534831
Armijo: th(88.57709750566899)=-33.71930133354215; dx=-0.017586682991481986 evalInputDelta=-70.3448420319986
Armijo: th(22.144274376417247)=-27.65426440657605; dx=0.08437805116412728 evalInputDelta=-76.4098789589647
Armijo: th(4.42885487528345)=-49.48745111940972; dx=1.5135924421654074 evalInputDelta=-54.576692246131024
New Minimum: -104.06414336554074 > -112.29210463150584
END: th(0.7381424792139083)=-112.29210463150584; dx=-0.6105434756523889 evalInputDelta=8.227961265965092
Fitness changed from -104.06414336554074 to -112.29210463150584
Iteration 18 complete. Error: -112.29210463150584 Total: 9.6691; Orientation: 0.4835; Line Search: 8.0911
Adding measurement 2858b9b2 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.370e+03, gradient 1.511e-01, dot -0.170; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -112.29210463150584, -104.06414336554074, -7.16770346047089, -5.842594752394037, -5.2602910125352444
Rejected: LBFGS Orientation magnitude: 9.068e+02, gradient 1.511e-01, dot -0.233; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -112.29210463150584, -104.06414336554074, -7.16770346047089, -5.842594752394037
LBFGS Accumulation History: 3 points
Removed measurement 2858b9b2 to history. Total: 4
Removed measurement 5470ec12 to history. Total: 3
th(0)=-112.29210463150584;dx=-0.022812914034546876
New Minimum: -112.29210463150584 > -112.32344500431417
WOLFE (weak): th(1.5902797634045827)=-112.32344500431417; dx=-0.022765598870637976 evalInputDelta=0.03134037280833013
New Minimum: -112.32344500431417 > -112.3549734201443
WOLFE (weak): th(3.1805595268091653)=-112.3549734201443; dx=-0.02285563123684438 evalInputDelta=0.06286878863846823
New Minimum: -112.3549734201443 > -112.48087885291329
WOLFE (weak): th(9.541678580427496)=-112.48087885291329; dx=-0.022764349587334254 evalInputDelta=0.18877422140745637
New Minimum: -112.48087885291329 > -113.04315869364137
WOLFE (weak): th(38.16671432170998)=-113.04315869364137; dx=-0.022489686122214886 evalInputDelta=0.7510540621355375
New Minimum: -113.04315869364137 > -115.95916963276454
WOLFE (weak): th(190.8335716085499)=-115.95916963276454; dx=-0.021268098642530025 evalInputDelta=3.667065001258706
New Minimum: -115.95916963276454 > -130.20508007677276
END: th(1145.0014296512995)=-130.20508007677276; dx=-0.012730255135764746 evalInputDelta=17.912975445266923
Fitness changed from -112.29210463150584 to -130.20508007677276
Iteration 19 complete. Error: -130.20508007677276 Total: 10.2158; Orientation: 1.0637; Line Search: 8.0771
Adding measurement 6b6a9b41 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.063e+03, gradient 1.148e-01, dot -0.083; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -130.20508007677276, -7.16770346047089, -5.842594752394037, -5.2602910125352444
LBFGS Accumulation History: 3 points
Removed measurement 6b6a9b41 to history. Total: 3
th(0)=-130.20508007677276;dx=-0.013172966994830428
New Minimum: -130.20508007677276 > -150.25093517082857
END: th(2466.8308001768614)=-150.25093517082857; dx=-0.00744136768128012 evalInputDelta=20.04585509405581
Fitness changed from -130.20508007677276 to -150.25093517082857
Iteration 20 complete. Error: -150.25093517082857 Total: 3.8508; Orientation: 0.4714; Line Search: 2.2673
Iteration 20
Adding measurement 31f63f80 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.225e+04, gradient 1.100e-01, dot -0.106; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -150.25093517082857, -7.16770346047089, -5.842594752394037, -5.2602910125352444
LBFGS Accumulation History: 3 points
Removed measurement 31f63f80 to history. Total: 3
th(0)=-150.25093517082857;dx=-0.01209635966555205
New Minimum: -150.25093517082857 > -172.2437444990154
END: th(5314.6258503401405)=-172.2437444990154; dx=-0.002976602892790874 evalInputDelta=21.992809328186837
Fitness changed from -150.25093517082857 to -172.2437444990154
Iteration 21 complete. Error: -172.2437444990154 Total: 3.9022; Orientation: 0.4690; Line Search: 2.3135
Adding measurement 5937fe19 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.186e+05, gradient 1.440e-01, dot -0.084; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -172.2437444990154, -7.16770346047089, -5.842594752394037, -5.2602910125352444
LBFGS Accumulation History: 3 points
Removed measurement 5937fe19 to history. Total: 3
th(0)=-172.2437444990154;dx=-0.020551572830732882
Armijo: th(11450.014296512998)=-160.02306854887271; dx=0.0013134080759160311 evalInputDelta=-12.220675950142692
New Minimum: -172.2437444990154 > -179.17447290560395
WOLF (strong): th(5725.007148256499)=-179.17447290560395; dx=0.0026384293839717375 evalInputDelta=6.930728406588543
New Minimum: -179.17447290560395 > -189.8143343851728
END: th(1908.3357160854996)=-189.8143343851728; dx=-0.006233973881974034 evalInputDelta=17.570589886157393
Fitness changed from -172.2437444990154 to -189.8143343851728
Iteration 22 complete. Error: -189.8143343851728 Total: 6.1609; Orientation: 0.4610; Line Search: 4.6231
Adding measurement 6188e4ed to history. Total: 3
Accepted: LBFGS Orientation magnitude: 9.639e+03, gradient 1.140e-01, dot 0.177; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
th(0)=-189.8143343851728;dx=-194.01988816960875
Armijo: th(4111.384666961437)=-43.930905746305235; dx=0.0015106974431960828 evalInputDelta=-145.88342863886757
Armijo: th(2055.6923334807184)=-44.105566721609776; dx=0.0036490690104347837 evalInputDelta=-145.70876766356304
Armijo: th(685.2307778269061)=-44.43930014663599; dx=0.009884183928946348 evalInputDelta=-145.3750342385368
Armijo: th(171.30769445672652)=-44.42087112574609; dx=0.0472552463345016 evalInputDelta=-145.3934632594267
Armijo: th(34.2615388913453)=-45.8698818801751; dx=0.29447316051670236 evalInputDelta=-143.94445250499768
Armijo: th(5.710256481890884)=-64.50072598348918; dx=5.244457269410353 evalInputDelta=-125.31360840168362
Armijo: th(0.815750925984412)=-175.50873616414844; dx=15.355251347380763 evalInputDelta=-14.305598221024354
New Minimum: -189.8143343851728 > -202.83929549823284
END: th(0.1019688657480515)=-202.83929549823284; dx=-111.1876395755383 evalInputDelta=13.024961113060044
Fitness changed from -189.8143343851728 to -202.83929549823284
Iteration 23 complete. Error: -202.83929549823284 Total: 11.9390; Orientation: 0.4530; Line Search: 10.3885
Adding measurement 46109a41 to history. Total: 4
Accepted: LBFGS Orientation magnitude: 6.677e+03, gradient 1.213e-01, dot 0.087; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
th(0)=-202.83929549823284;dx=-70.20405110757544
New Minimum: -202.83929549823284 > -205.42708193026866
END: th(0.2196852616708061)=-205.42708193026866; dx=-26.697399027233057 evalInputDelta=2.587786432035813
Fitness changed from -202.83929549823284 to -205.42708193026866
Iteration 24 complete. Error: -205.42708193026866 Total: 3.9795; Orientation: 0.6094; Line Search: 2.2907
Adding measurement 6fdcc32c to history. Total: 5
Accepted: LBFGS Orientation magnitude: 3.680e+03, gradient 1.375e-01, dot 0.016; [d3c9f127-ef11-469e-805e-bc81b727b68f = 1.000/1.000e+00]
th(0)=-205.42708193026866;dx=-7.973766452909219
Armijo: th(0.47329754863231643)=-191.47418765196343; dx=9.506665685330923 evalInputDelta=-13.952894278305223
Armijo: th(0.23664877431615822)=-199.18723106344032; dx=6.19895710088443 evalInputDelta=-6.239850866828334
Armijo: th(0.07888292477205273)=-203.64139563549696; dx=2.4464195742175097 evalInputDelta=-1.7856862947716934
Armijo: th(0.019720731193013184)=-205.01387766106572; dx=-0.037571177202109673 evalInputDelta=-0.41320426920293585
Armijo: th(0.003944146238602637)=-205.34705388007993; dx=-0.6113990805909804 evalInputDelta=-0.08002805018873005
Armijo: th(6.573577064337728E-4)=-205.41377759008822; dx=-0.7030673812849244 evalInputDelta=-0.013304340180440022
Armijo: th(9.390824377625326E-5)=-205.42518136299722; dx=-0.7049958747407964 evalInputDelta=-0.0019005672714342836
Armijo: th(1.1738530472031658E-5)=-205.42680892168687; dx=-0.7347344675029487 evalInputDelta=-2.7300858178591625E-4
Armijo: th(1.304281163559073E-6)=-205.427039928972; dx=-0.7280862329694685 evalInputDelta=-4.2001296662874665E-5
Armijo: th(1.304281163559073E-7)=-205.4270609296214; dx=-0.7124398639176259 evalInputDelta=-2.1000647251412374E-5
Armijo: th(1.1857101486900663E-8)=-205.4270714299453; dx=-0.6926115392581231 evalInputDelta=-1.0500323355699948E-5
END: th(9.880917905750553E-10)=-205.42708193026866; dx=-0.7273575290448442 evalInputDelta=0.0
Fitness changed from -205.42708193026866 to -205.42708193026866
Static Iteration Total: 18.2674; Orientation: 0.7965; Line Search: 16.3859
Iteration 25 failed. Error: -205.42708193026866
Previous Error: 0.0 -> -205.42708193026866
Retrying iteration 25
Reset training subject: 4841967351345
Adding measurement 167cba1 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-205.42708193026866;dx=-0.018898066691016638
WOLFE (weak): th(2.1287792305506184E-9)=-205.42708193026866; dx=-0.018701937443809984 evalInputDelta=0.0
WOLFE (weak): th(4.257558461101237E-9)=-205.42708193026866; dx=-0.0187009429556063 evalInputDelta=0.0
WOLFE (weak): th(1.277267538330371E-8)=-205.42708193026866; dx=-0.01870027103631136 evalInputDelta=0.0
WOLFE (weak): th(5.109070153321484E-8)=-205.42708193026866; dx=-0.018699983088233996 evalInputDelta=0.0
WOLFE (weak): th(2.554535076660742E-7)=-205.42708193026866; dx=-0.018699631373184214 evalInputDelta=0.0
Armijo: th(1.532721045996445E-6)=-205.42708193026866; dx=-0.018698789463304607 evalInputDelta=0.0
Armijo: th(8.940872768312597E-7)=-205.42708193026866; dx=-0.01869913276925575 evalInputDelta=0.0
Armijo: th(5.747703922486669E-7)=-205.4270714299453; dx=-0.018701230861276757 evalInputDelta=-1.0500323355699948E-5
WOLFE (weak): th(4.151119499573705E-7)=-205.42708193026866; dx=-0.018701217527135355 evalInputDelta=0.0
WOLFE (weak): th(4.949411711030188E-7)=-205.42708193026866; dx=-0.01869953780409913 evalInputDelta=0.0
Armijo: th(5.348557816758429E-7)=-205.4270714299453; dx=-0.01870132248217559 evalInputDelta=-1.0500323355699948E-5
WOLFE (weak): th(5.148984763894308E-7)=-205.42708193026866; dx=-0.018703447260068874 evalInputDelta=0.0
WOLFE (weak): th(5.248771290326368E-7)=-205.42708193026866; dx=-0.018700301688121507 evalInputDelta=0.0
Armijo: th(5.298664553542398E-7)=-205.4270714299453; dx=-0.018700466083772276 evalInputDelta=-1.0500323355699948E-5
WOLFE (weak): th(5.273717921934384E-7)=-205.42708193026866; dx=-0.0187017112524448 evalInputDelta=0.0
WOLFE (weak): th(5.286191237738391E-7)=-205.42708193026866; dx=-0.018701828117369323 evalInputDelta=0.0
Armijo: th(5.292427895640395E-7)=-205.4270714299453; dx=-0.018700851317178926 evalInputDelta=-1.0500323355699948E-5
Armijo: th(5.289309566689393E-7)=-205.4270714299453; dx=-0.018701619765254907 evalInputDelta=-1.0500323355699948E-5
Armijo: th(5.287750402213892E-7)=-205.4270714299453; dx=-0.018700596142010466 evalInputDelta=-1.0500323355699948E-5
Armijo: th(5.286970819976141E-7)=-205.4270714299453; dx=-0.018702039614630492 evalInputDelta=-1.0500323355699948E-5
WOLFE (weak): th(5.286581028857267E-7)=-205.42708193026866; dx=-0.018698796991407834 evalInputDelta=0.0
WOLFE (weak): th(5.286775924416704E-7)=-205.42708193026866; dx=-0.018701762275551925 evalInputDelta=0.0
Armijo: th(5.286873372196422E-7)=-205.4270714299453; dx=-0.018700740853505964 evalInputDelta=-1.0500323355699948E-5
Armijo: th(5.286824648306563E-7)=-205.4270714299453; dx=-0.018701404725131418 evalInputDelta=-1.0500323355699948E-5
mu ~= nu (5.286775924416704E-7): th(0.0)=-205.42708193026866
Fitness changed from -205.42708193026866 to -205.42708193026866
Static Iteration Total: 32.2045; Orientation: 0.0194; Line Search: 30.0156
Iteration 26 failed. Error: -205.42708193026866
Previous Error: 0.0 -> -205.42708193026866
Optimization terminated 26
Final threshold in iteration 26: -205.42708193026866 (> -Infinity) after 237.020s (< 3600.000s)