Reset training subject: 601625775933400
Reset training subject: 601630094583700
Adding measurement 17a5e7a3 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.441737115383148;dx=-2.2256853294620685E-6
New Minimum: 4.441737115383148 > 4.4417315647006035
END: th(2.154434690031884)=4.4417315647006035; dx=-1.9482309083063224E-6 evalInputDelta=5.550682544708252E-6
Fitness changed from 4.441737115383148 to 4.4417315647006035
Iteration 1 complete. Error: 4.4417315647006035 Total: 21.6825; Orientation: 0.0036; Line Search: 8.7714
Adding measurement f598955 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=4.4417315647006035;dx=-1.963312577195118E-6
New Minimum: 4.4417315647006035 > 4.441720679402351
WOLFE (weak): th(4.641588833612779)=4.441720679402351; dx=-1.992364377239549E-6 evalInputDelta=1.0885298252105713E-5
New Minimum: 4.441720679402351 > 4.4417087733745575
WOLFE (weak): th(9.283177667225559)=4.4417087733745575; dx=-1.986042542231534E-6 evalInputDelta=2.279132604598999E-5
New Minimum: 4.4417087733745575 > 4.4416631907224655
WOLFE (weak): th(27.849533001676676)=4.4416631907224655; dx=-1.9718545700252508E-6 evalInputDelta=6.837397813796997E-5
New Minimum: 4.4416631907224655 > 4.441458158195019
WOLFE (weak): th(111.3981320067067)=4.441458158195019; dx=-1.963788321155899E-6 evalInputDelta=2.734065055847168E-4
New Minimum: 4.441458158195019 > 4.440363302826881
WOLFE (weak): th(556.9906600335335)=4.440363302826881; dx=-1.9610623820555517E-6 evalInputDelta=0.0013682618737220764
New Minimum: 4.440363302826881 > 4.433526113629341
WOLFE (weak): th(3341.9439602012008)=4.433526113629341; dx=-1.9663367170856166E-6 evalInputDelta=0.00820545107126236
New Minimum: 4.433526113629341 > 4.3847146183252335
WOLFE (weak): th(23393.607721408407)=4.3847146183252335; dx=-1.9307591029026765E-6 evalInputDelta=0.057016946375370026
New Minimum: 4.3847146183252335 > 4.016316458582878
END: th(187148.86177126726)=4.016316458582878; dx=-1.6682061189300832E-6 evalInputDelta=0.4254151061177254
Fitness changed from 4.4417315647006035 to 4.016316458582878
Iteration 2 complete. Error: 4.016316458582878 Total: 42.7341; Orientation: 0.0035; Line Search: 38.3019
Adding measurement 7f81bcbf to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.016316458582878;dx=-1.5081032448307188E-6
New Minimum: 4.016316458582878 > 3.3534288555383682
END: th(403200.00000000006)=3.3534288555383682; dx=-1.093699641239273E-6 evalInputDelta=0.6628876030445099
Fitness changed from 4.016316458582878 to 3.3534288555383682
Iteration 3 complete. Error: 3.3534288555383682 Total: 13.0512; Orientation: 0.0034; Line Search: 8.6849
Adding measurement 6b627a84 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.184e+03, gradient 1.049e-03, dot -0.845; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3534288555383682, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 6b627a84 to history. Total: 3
th(0)=3.3534288555383682;dx=-1.039329516664266E-6
New Minimum: 3.3534288555383682 > 2.5212487056851387
END: th(868668.0670208557)=2.5212487056851387; dx=-5.782250443488186E-7 evalInputDelta=0.8321801498532295
Fitness changed from 3.3534288555383682 to 2.5212487056851387
Iteration 4 complete. Error: 2.5212487056851387 Total: 13.4829; Orientation: 0.0598; Line Search: 9.1546
Adding measurement 56853b98 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.297e+03, gradient 8.003e-04, dot -0.691; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5212487056851387, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 56853b98 to history. Total: 3
th(0)=2.5212487056851387;dx=-5.917838452748853E-7
New Minimum: 2.5212487056851387 > 1.7067878767848015
END: th(1871488.617712673)=1.7067878767848015; dx=-1.9069209264308617E-7 evalInputDelta=0.8144608289003372
Fitness changed from 2.5212487056851387 to 1.7067878767848015
Iteration 5 complete. Error: 1.7067878767848015 Total: 12.7704; Orientation: 0.0582; Line Search: 8.3822
Adding measurement 691d5886 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.403e+02, gradient 6.346e-04, dot -0.474; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7067878767848015, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 691d5886 to history. Total: 3
th(0)=1.7067878767848015;dx=-3.8084044057893735E-7
New Minimum: 1.7067878767848015 > 1.2264024317264557
WOLF (strong): th(4032000.0000000014)=1.2264024317264557; dx=7.179755465292754E-9 evalInputDelta=0.4803854450583458
END: th(2016000.0000000007)=1.249820739030838; dx=-5.18731874771257E-8 evalInputDelta=0.45696713775396347
Fitness changed from 1.7067878767848015 to 1.2264024317264557
Iteration 6 complete. Error: 1.2264024317264557 Total: 17.0509; Orientation: 0.0621; Line Search: 12.7156
Adding measurement 5f7a923a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.600e+02, gradient 6.140e-04, dot -0.187; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2264024317264557, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 5f7a923a to history. Total: 3
th(0)=1.2264024317264557;dx=-3.5506649943165357E-7
New Minimum: 1.2264024317264557 > 0.8676984310150146
WOLF (strong): th(4343340.335104279)=0.8676984310150146; dx=7.211270403293523E-8 evalInputDelta=0.35870400071144104
New Minimum: 0.8676984310150146 > 0.7639001905918121
END: th(2171670.1675521396)=0.7639001905918121; dx=-3.744864000269596E-8 evalInputDelta=0.46250224113464355
Fitness changed from 1.2264024317264557 to 0.7639001905918121
Iteration 7 complete. Error: 0.7639001905918121 Total: 17.3065; Orientation: 0.0593; Line Search: 12.7652
Adding measurement 4b32aa7c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.722e+02, gradient 4.462e-04, dot -0.317; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7639001905918121, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 4b32aa7c to history. Total: 3
th(0)=0.7639001905918121;dx=-1.872078954892906E-7
New Minimum: 0.7639001905918121 > 0.6075432300567627
WOLF (strong): th(4678721.544281683)=0.6075432300567627; dx=4.841743858471377E-8 evalInputDelta=0.15635696053504944
New Minimum: 0.6075432300567627 > 0.5043351501226425
END: th(2339360.7721408415)=0.5043351501226425; dx=-9.985593187090527E-9 evalInputDelta=0.2595650404691696
Fitness changed from 0.7639001905918121 to 0.5043351501226425
Iteration 8 complete. Error: 0.5043351501226425 Total: 17.2757; Orientation: 0.0591; Line Search: 12.9972
Adding measurement 7363f3c9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.138e+02, gradient 4.080e-04, dot -0.327; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5043351501226425, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 7363f3c9 to history. Total: 3
th(0)=0.5043351501226425;dx=-1.5111443177518895E-7
New Minimum: 0.5043351501226425 > 0.5027982294559479
WOLF (strong): th(5040000.000000002)=0.5027982294559479; dx=4.377425247108717E-8 evalInputDelta=0.0015369206666946411
New Minimum: 0.5027982294559479 > 0.35603711009025574
WOLF (strong): th(2520000.000000001)=0.35603711009025574; dx=2.545298266708983E-8 evalInputDelta=0.14829804003238678
END: th(840000.0000000003)=0.3840576857328415; dx=-8.436400326873602E-8 evalInputDelta=0.12027746438980103
Fitness changed from 0.5043351501226425 to 0.35603711009025574
Iteration 9 complete. Error: 0.35603711009025574 Total: 21.5666; Orientation: 0.0561; Line Search: 17.2955
Adding measurement 8cca404 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.536e+02, gradient 4.201e-04, dot -0.302; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.35603711009025574, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 8cca404 to history. Total: 3
th(0)=0.35603711009025574;dx=-1.65840533761485E-7
New Minimum: 0.35603711009025574 > 0.19486257433891296
WOLF (strong): th(1809725.139626783)=0.19486257433891296; dx=1.2696857827232049E-8 evalInputDelta=0.16117453575134277
END: th(904862.5698133915)=0.22381559014320374; dx=-7.727794376151799E-8 evalInputDelta=0.132221519947052
Fitness changed from 0.35603711009025574 to 0.19486257433891296
Iteration 10 complete. Error: 0.19486257433891296 Total: 17.5788; Orientation: 0.1010; Line Search: 12.9964
Adding measurement 5e4b15bf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.118e+02, gradient 3.428e-04, dot -0.371; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.19486257433891296, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 5e4b15bf to history. Total: 3
th(0)=0.19486257433891296;dx=-1.0765687398776476E-7
New Minimum: 0.19486257433891296 > 0.10410600900650024
WOLF (strong): th(1949467.3101173681)=0.10410600900650024; dx=1.8363016664493124E-8 evalInputDelta=0.09075656533241272
END: th(974733.6550586841)=0.10800638794898987; dx=-4.0408142010346394E-8 evalInputDelta=0.0868561863899231
Fitness changed from 0.19486257433891296 to 0.10410600900650024
Iteration 11 complete. Error: 0.10410600900650024 Total: 17.1515; Orientation: 0.0566; Line Search: 12.7833
Adding measurement 4598a3ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.253e+02, gradient 3.514e-04, dot -0.350; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.10410600900650024, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 4598a3ce to history. Total: 3
th(0)=0.10410600900650024;dx=-1.1509599739615815E-7
New Minimum: 0.10410600900650024 > 0.043760865926742554
WOLF (strong): th(2100000.000000001)=0.043760865926742554; dx=3.968184800335584E-8 evalInputDelta=0.06034514307975769
New Minimum: 0.043760865926742554 > 0.016358166933059692
END: th(1050000.0000000005)=0.016358166933059692; dx=-2.025476236823704E-8 evalInputDelta=0.08774784207344055
Fitness changed from 0.10410600900650024 to 0.016358166933059692
Iteration 12 complete. Error: 0.016358166933059692 Total: 17.3934; Orientation: 0.0564; Line Search: 13.0416
Adding measurement 24115954 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.910e+02, gradient 2.529e-04, dot -0.501; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.016358166933059692, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 24115954 to history. Total: 3
th(0)=0.016358166933059692;dx=-5.961823521596527E-8
New Minimum: 0.016358166933059692 > -0.04628176987171173
END: th(2262156.424533479)=-0.04628176987171173; dx=-4.152416036230809E-9 evalInputDelta=0.06263993680477142
Fitness changed from 0.016358166933059692 to -0.04628176987171173
Iteration 13 complete. Error: -0.04628176987171173 Total: 14.0661; Orientation: 0.8409; Line Search: 8.8140
Adding measurement 6cfe92ef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.585e+02, gradient 3.299e-04, dot -0.350; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.04628176987171173, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 6cfe92ef to history. Total: 3
th(0)=-0.04628176987171173;dx=-1.0140275647523132E-7
Armijo: th(4873668.27529342)=0.05751098692417145; dx=2.764519336961244E-8 evalInputDelta=-0.10379275679588318
New Minimum: -0.04628176987171173 > -0.06321486830711365
WOLF (strong): th(2436834.13764671)=-0.06321486830711365; dx=3.481503565704419E-8 evalInputDelta=0.016933098435401917
New Minimum: -0.06321486830711365 > -0.10925795137882233
END: th(812278.0458822367)=-0.10925795137882233; dx=-2.6874532076121396E-8 evalInputDelta=0.0629761815071106
Fitness changed from -0.04628176987171173 to -0.10925795137882233
Iteration 14 complete. Error: -0.10925795137882233 Total: 21.5261; Orientation: 0.0558; Line Search: 17.2328
Adding measurement 6ad4c7a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.136e+02, gradient 2.393e-04, dot -0.501; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.10925795137882233, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 6ad4c7a6 to history. Total: 3
th(0)=-0.10925795137882233;dx=-5.21784053973768E-8
New Minimum: -0.10925795137882233 > -0.1477753221988678
END: th(1750000.000000001)=-0.1477753221988678; dx=-3.4351221171985994E-9 evalInputDelta=0.03851737082004547
Fitness changed from -0.10925795137882233 to -0.1477753221988678
Iteration 15 complete. Error: -0.1477753221988678 Total: 13.0293; Orientation: 0.0565; Line Search: 8.5920
Adding measurement 13f5a54d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.987e+02, gradient 2.947e-04, dot -0.380; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1477753221988678, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 13f5a54d to history. Total: 3
th(0)=-0.1477753221988678;dx=-8.112799599488664E-8
Armijo: th(3770260.707555799)=-0.11067673563957214; dx=2.0949149257780405E-8 evalInputDelta=-0.037098586559295654
New Minimum: -0.1477753221988678 > -0.17772404849529266
WOLF (strong): th(1885130.3537778994)=-0.17772404849529266; dx=2.2943548307120513E-8 evalInputDelta=0.029948726296424866
New Minimum: -0.17772404849529266 > -0.1920594722032547
END: th(628376.7845926331)=-0.1920594722032547; dx=-3.667031847866499E-8 evalInputDelta=0.0442841500043869
Fitness changed from -0.1477753221988678 to -0.1920594722032547
Iteration 16 complete. Error: -0.1920594722032547 Total: 21.7888; Orientation: 0.0573; Line Search: 17.2420
Adding measurement 1e3b3841 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.120e+02, gradient 2.171e-04, dot -0.518; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1920594722032547, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 1e3b3841 to history. Total: 3
th(0)=-0.1920594722032547;dx=-4.2747001275300805E-8
New Minimum: -0.1920594722032547 > -0.22735868394374847
END: th(1353796.7431370614)=-0.22735868394374847; dx=-1.1295016775939713E-8 evalInputDelta=0.035299211740493774
Fitness changed from -0.1920594722032547 to -0.22735868394374847
Iteration 17 complete. Error: -0.22735868394374847 Total: 13.0955; Orientation: 0.0599; Line Search: 8.6747
Adding measurement 6a47b741 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.045e+02, gradient 2.498e-04, dot -0.436; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.22735868394374847, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 6a47b741 to history. Total: 3
th(0)=-0.22735868394374847;dx=-5.809491519483491E-8
New Minimum: -0.22735868394374847 > -0.22784090042114258
WOLF (strong): th(2916666.666666669)=-0.22784090042114258; dx=1.3707583601711025E-8 evalInputDelta=4.82216477394104E-4
New Minimum: -0.22784090042114258 > -0.2548278272151947
WOLF (strong): th(1458333.3333333344)=-0.2548278272151947; dx=7.13581176639353E-9 evalInputDelta=0.027469143271446228
END: th(486111.1111111115)=-0.25081767141819; dx=-2.9830166644692105E-8 evalInputDelta=0.02345898747444153
Fitness changed from -0.22735868394374847 to -0.2548278272151947
Iteration 18 complete. Error: -0.2548278272151947 Total: 21.8794; Orientation: 0.0567; Line Search: 17.4015
Adding measurement 748fc000 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.692e+02, gradient 2.878e-04, dot -0.349; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2548278272151947, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 748fc000 to history. Total: 3
th(0)=-0.2548278272151947;dx=-7.272664113415061E-8
New Minimum: -0.2548278272151947 > -0.2980593740940094
WOLF (strong): th(1047294.6409877221)=-0.2980593740940094; dx=9.170769054931264E-9 evalInputDelta=0.0432315468788147
END: th(523647.32049386104)=-0.29075102508068085; dx=-3.6882973769418936E-8 evalInputDelta=0.035923197865486145
Fitness changed from -0.2548278272151947 to -0.2980593740940094
Iteration 19 complete. Error: -0.2980593740940094 Total: 17.3370; Orientation: 0.0567; Line Search: 13.0561
Adding measurement 72dcb3a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.118e+02, gradient 2.560e-04, dot -0.406; [32c30838-1aa8-48de-9ace-7051583f9f9e = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2980593740940094, 4.016316458582878, 4.4417315647006035, 4.441737115383148
LBFGS Accumulation History: 3 points
Removed measurement 72dcb3a to history. Total: 3
th(0)=-0.2980593740940094;dx=-6.016275487906926E-8
New Minimum: -0.2980593740940094 > -0.32079756259918213
WOLF (strong): th(1128163.952614218)=-0.32079756259918213; dx=1.1225548445875962E-8 evalInputDelta=0.02273818850517273
New Minimum: -0.32079756259918213 > -0.3224896341562271
END: th(564081.976307109)=-0.3224896341562271; dx=-1.614376416130961E-8 evalInputDelta=0.024430260062217712
Fitness changed from -0.2980593740940094 to -0.3224896341562271
Iteration 20 complete. Error: -0.3224896341562271 Total: 17.3569; Orientation: 0.0573; Line Search: 12.9371
Final threshold in iteration 21: -0.3224896341562271 (> -Infinity) after 369.124s (< 5400.000s)
