Reset training subject: 11761485967819
Reset training subject: 11761631486864
Constructing line search parameters: GD
F(0.0) = LineSearchPoint{point=PointSample{avg=183.7372888499562}, derivative=-0.03780873268760233}
New Minimum: 183.7372888499562 > 183.73728884995245
F(1.0E-10) = LineSearchPoint{point=PointSample{avg=183.73728884995245}, derivative=-0.03780873268760185}, evalInputDelta = -3.751665644813329E-12
New Minimum: 183.73728884995245 > 183.73728884992974
F(7.000000000000001E-10) = LineSearchPoint{point=PointSample{avg=183.73728884992974}, derivative=-0.03780873268759896}, evalInputDelta = -2.646061147970613E-11
New Minimum: 183.73728884992974 > 183.73728884977095
F(4.900000000000001E-9) = LineSearchPoint{point=PointSample{avg=183.73728884977095}, derivative=-0.03780873268757874}, evalInputDelta = -1.8525270206737332E-10
New Minimum: 183.73728884977095 > 183.73728884865938
F(3.430000000000001E-8) = LineSearchPoint{point=PointSample{avg=183.73728884865938}, derivative=-0.03780873268743721}, evalInputDelta = -1.296825757890474E-9
New Minimum: 183.73728884865938 > 183.7372888408783
F(2.4010000000000004E-7) = LineSearchPoint{point=PointSample{avg=183.7372888408783}, derivative=-0.03780873268644648}, evalInputDelta = -9.07789399207104E-9
New Minimum: 183.7372888408783 > 183.73728878641106
F(1.6807000000000003E-6) = LineSearchPoint{point=PointSample{avg=183.73728878641106}, derivative=-0.037808732679511375}, evalInputDelta = -6.354514425765956E-8
New Minimum: 183.73728878641106 > 183.73728840514025
F(1.1764900000000001E-5) = LineSearchPoint{point=PointSample{avg=183.73728840514025}, derivative=-0.037808732630965625}, evalInputDelta = -4.4481595296019805E-7
New Minimum: 183.73728840514025 > 183.73728573624447
F(8.235430000000001E-5) = LineSearchPoint{point=PointSample{avg=183.73728573624447}, derivative=-0.03780873229114538}, evalInputDelta = -3.113711727564805E-6
New Minimum: 183.73728573624447 > 183.73726705397502
F(5.764801000000001E-4) = LineSearchPoint{point=PointSample{avg=183.73726705397502}, derivative=-0.03780872991240368}, evalInputDelta = -2.1795981183458935E-5
New Minimum: 183.73726705397502 > 183.7371362781214
F(0.004035360700000001) = LineSearchPoint{point=PointSample{avg=183.7371362781214}, derivative=-0.03780871326121178}, evalInputDelta = -1.5257183480343883E-4
New Minimum: 183.7371362781214 > 183.7362208487588
F(0.028247524900000005) = LineSearchPoint{point=PointSample{avg=183.7362208487588}, derivative=-0.0378085967028685}, evalInputDelta = -0.00106800119741024
New Minimum: 183.7362208487588 > 183.72981292224017
F(0.19773267430000002) = LineSearchPoint{point=PointSample{avg=183.72981292224017}, derivative=-0.03780778079446544}, evalInputDelta = -0.007475927716029673
New Minimum: 183.72981292224017 > 183.68496130857193
F(1.3841287201) = LineSearchPoint{point=PointSample{avg=183.68496130857193}, derivative=-0.037802069435644084}, evalInputDelta = -0.052327541384272536
New Minimum: 183.68496130857193 > 183.37118973903267
F(9.688901040700001) = LineSearchPoint{point=PointSample{avg=183.37118973903267}, derivative=-0.037762089923894536}, evalInputDelta = -0.3660991109235283
New Minimum: 183.37118973903267 > 181.18408533304984
F(67.8223072849) = LineSearchPoint{point=PointSample{avg=181.18408533304984}, derivative=-0.03748223334164774}, evalInputDelta = -2.5532035169063647
New Minimum: 181.18408533304984 > 166.32988694997422
F(474.7561509943) = LineSearchPoint{point=PointSample{avg=166.32988694997422}, derivative=-0.03552323726592014}, evalInputDelta = -17.407401899981977
New Minimum: 166.32988694997422 > 84.6715887498538
F(3323.2930569601003) = LineSearchPoint{point=PointSample{avg=84.6715887498538}, derivative=-0.02181026473582701}, evalInputDelta = -99.0657001001024
F(23263.0513987207) = LineSearchPoint{point=PointSample{avg=606.796934938045}, derivative=0.07418054297482492}, evalInputDelta = 423.05964608808875
F(1789.4654922092848) = LineSearchPoint{point=PointSample{avg=123.78759502807382}, derivative=-0.02919417302126177}, evalInputDelta = -59.94969382188238
F(12526.258445464993) = LineSearchPoint{point=PointSample{avg=87.81403442016092}, derivative=0.022493184976781575}, evalInputDelta = -95.92325442979528
87.81403442016092 <= 183.7372888499562
New Minimum: 84.6715887498538 > 35.26531240713298
F(7853.845706471293) = LineSearchPoint{point=PointSample{avg=35.26531240713298}, derivative=-8.483881999699072E-18}, evalInputDelta = -148.47197644282323
Left bracket at 7853.845706471293
Converged to left
Fitness changed from 183.7372888499562 to 35.26531240713298
Iteration 1 complete. Error: 35.26531240713298 Total: 6.9647; Orientation: 0.1395; Line Search: 6.3921
F(0.0) = LineSearchPoint{point=PointSample{avg=35.26531240713298}, derivative=-0.00460471814832281}
New Minimum: 35.26531240713298 > 15.666180260827275
F(7853.845706471293) = LineSearchPoint{point=PointSample{avg=15.666180260827275}, derivative=-3.8624624766900393E-4}, evalInputDelta = -19.599132146305706
F(54976.91994529905) = LineSearchPoint{point=PointSample{avg=593.8271633042066}, derivative=0.024924585156253835}, evalInputDelta = 558.5618508970736
F(4228.9938419460805) = LineSearchPoint{point=PointSample{avg=20.595035476748173}, derivative=-0.0023332332787399917}, evalInputDelta = -14.670276930384809
F(29602.956893622562) = LineSearchPoint{point=PointSample{avg=134.30137993076747}, derivative=0.011295675938756918}, evalInputDelta = 99.03606752363449
F(2277.1505302786586) = LineSearchPoint{point=PointSample{avg=26.172275681089516}, derivative=-0.0033816109108551393}, evalInputDelta = -9.093036726043465
F(15940.05371195061) = LineSearchPoint{point=PointSample{avg=30.103240506959374}, derivative=0.00395703251395089}, evalInputDelta = -5.162071900173608
30.103240506959374 <= 35.26531240713298
New Minimum: 15.666180260827275 > 15.527304722490106
F(8572.949331038686) = LineSearchPoint{point=PointSample{avg=15.527304722490106}, derivative=-3.049318610115481E-19}, evalInputDelta = -19.738007684642874
Left bracket at 8572.949331038686
Converged to left
Fitness changed from 35.26531240713298 to 15.527304722490106
Iteration 2 complete. Error: 15.527304722490106 Total: 2.4629; Orientation: 0.1331; Line Search: 2.1830
F(0.0) = LineSearchPoint{point=PointSample{avg=15.527304722490106}, derivative=-0.0016497163828108003}
New Minimum: 15.527304722490106 > 8.947692102391606
F(8572.949331038686) = LineSearchPoint{point=PointSample{avg=8.947692102391606}, derivative=1.1474577560640064E-4}, evalInputDelta = -6.5796126200985
8.947692102391606 <= 15.527304722490106
New Minimum: 8.947692102391606 > 8.91570599991833
F(8015.436824730907) = LineSearchPoint{point=PointSample{avg=8.91570599991833}, derivative=-4.743384504624082E-20}, evalInputDelta = -6.611598722571776
Left bracket at 8015.436824730907
Converged to left
Fitness changed from 15.527304722490106 to 8.91570599991833
Iteration 3 complete. Error: 8.91570599991833 Total: 1.3194; Orientation: 0.1495; Line Search: 1.0097
F(0.0) = LineSearchPoint{point=PointSample{avg=8.91570599991833}, derivative=-6.998573438339723E-4}
New Minimum: 8.91570599991833 > 5.855895021219827
F(8015.436824730907) = LineSearchPoint{point=PointSample{avg=5.855895021219827}, derivative=-6.362218837511013E-5}, evalInputDelta = -3.0598109786985033
F(56108.05777311635) = LineSearchPoint{point=PointSample{avg=94.59078572834932}, derivative=0.0037537887443780636}, evalInputDelta = 85.67507972843099
F(4316.004444085873) = LineSearchPoint{point=PointSample{avg=6.634424605593571}, derivative=-3.5726918320227725E-4}, evalInputDelta = -2.2812813943247594
F(30212.03110860111) = LineSearchPoint{point=PointSample{avg=23.997588738974628}, derivative=0.001698259780587893}, evalInputDelta = 15.081882739056297
F(2324.002392969316) = LineSearchPoint{point=PointSample{avg=7.503590855640917}, derivative=-5.153867958015211E-4}, evalInputDelta = -1.4121151442774131
F(16268.016750785213) = LineSearchPoint{point=PointSample{avg=8.033809886231776}, derivative=5.914364923931858E-4}, evalInputDelta = -0.8818961136865546
8.033809886231776 <= 8.91570599991833
New Minimum: 5.855895021219827 > 5.830397571522816
F(8816.963787201306) = LineSearchPoint{point=PointSample{avg=5.830397571522816}, derivative=2.117582368135751E-21}, evalInputDelta = -3.085308428395514
Right bracket at 8816.963787201306
Converged to right
Fitness changed from 8.91570599991833 to 5.830397571522816
Iteration 4 complete. Error: 5.830397571522816 Total: 2.5908; Orientation: 0.2099; Line Search: 2.2319
F(0.0) = LineSearchPoint{point=PointSample{avg=5.830397571522816}, derivative=-4.171673377586009E-4}
New Minimum: 5.830397571522816 > 4.116093577072199
F(8816.963787201306) = LineSearchPoint{point=PointSample{avg=4.116093577072199}, derivative=2.8302409689122174E-5}, evalInputDelta = -1.714303994450617
4.116093577072199 <= 5.830397571522816
New Minimum: 4.116093577072199 > 4.108166416192235
F(8256.788101311862) = LineSearchPoint{point=PointSample{avg=4.108166416192235}, derivative=-2.1175823681357508E-20}, evalInputDelta = -1.7222311553305811
Left bracket at 8256.788101311862
Converged to left
Fitness changed from 5.830397571522816 to 4.108166416192235
Iteration 5 complete. Error: 4.108166416192235 Total: 1.2752; Orientation: 0.1451; Line Search: 0.9846
F(0.0) = LineSearchPoint{point=PointSample{avg=4.108166416192235}, derivative=-2.390584762146355E-4}
New Minimum: 4.108166416192235 > 3.0361029959336308
F(8256.788101311862) = LineSearchPoint{point=PointSample{avg=3.0361029959336308}, derivative=-2.062202111780103E-5}, evalInputDelta = -1.0720634202586043
F(57797.51670918304) = LineSearchPoint{point=PointSample{avg=34.47897646444402}, derivative=0.001289996709463206}, evalInputDelta = 30.370810048251784
F(4445.96282378331) = LineSearchPoint{point=PointSample{avg=3.30678756865617}, derivative=-1.2143884654710925E-4}, evalInputDelta = -0.801378847536065
F(31121.739766483173) = LineSearchPoint{point=PointSample{avg=9.480097001268408}, derivative=5.842789314580482E-4}, evalInputDelta = 5.371930585076173
F(2393.9799820371672) = LineSearchPoint{point=PointSample{avg=3.611674950845427}, derivative=-1.757248294705829E-4}, evalInputDelta = -0.496491465346808
F(16757.85987426017) = LineSearchPoint{point=PointSample{avg=3.816735291152762}, derivative=2.0427705099373272E-4}, evalInputDelta = -0.2914311250394732
3.816735291152762 <= 4.108166416192235
New Minimum: 3.0361029959336308 > 3.028065542346365
F(9036.290124062501) = LineSearchPoint{point=PointSample{avg=3.028065542346365}, derivative=3.3034284942917713E-20}, evalInputDelta = -1.0801008738458702
Right bracket at 9036.290124062501
Converged to right
Fitness changed from 4.108166416192235 to 3.028065542346365
Iteration 6 complete. Error: 3.028065542346365 Total: 2.4099; Orientation: 0.1337; Line Search: 2.1331
F(0.0) = LineSearchPoint{point=PointSample{avg=3.028065542346365}, derivative=-1.7325811072230237E-4}
New Minimum: 3.028065542346365 > 2.3063874836324096
F(9036.290124062501) = LineSearchPoint{point=PointSample{avg=2.3063874836324096}, derivative=1.352927315605001E-5}, evalInputDelta = -0.7216780587139553
2.3063874836324096 <= 3.028065542346365
New Minimum: 2.3063874836324096 > 2.3019599531326014
F(8381.778909935865) = LineSearchPoint{point=PointSample{avg=2.3019599531326014}, derivative=1.1011428314305904E-20}, evalInputDelta = -0.7261055892137636
Right bracket at 8381.778909935865
Converged to right
Fitness changed from 3.028065542346365 to 2.3019599531326014
Iteration 7 complete. Error: 2.3019599531326014 Total: 1.2537; Orientation: 0.1333; Line Search: 0.9765
F(0.0) = LineSearchPoint{point=PointSample{avg=2.3019599531326014}, derivative=-1.1220542119522487E-4}
New Minimum: 2.3019599531326014 > 1.793052105476475
F(8381.778909935865) = LineSearchPoint{point=PointSample{avg=1.793052105476475}, derivative=-9.22652138509316E-6}, evalInputDelta = -0.5089078476561264
F(58672.45236955106) = LineSearchPoint{point=PointSample{avg=16.86567880207589}, derivative=6.086468774756972E-4}, evalInputDelta = 14.563718848943289
F(4513.265566888543) = LineSearchPoint{point=PointSample{avg=1.9206777760956566}, derivative=-5.6755244374384716E-5}, evalInputDelta = -0.3812821770369448
F(31592.8589682198) = LineSearchPoint{point=PointSample{avg=4.888473562064949}, derivative=2.759458165506562E-4}, evalInputDelta = 2.5865136089323473
F(2430.219920632292) = LineSearchPoint{point=PointSample{avg=2.065556598348264}, derivative=-8.234763367631097E-5}, evalInputDelta = -0.23640335478433716
F(17011.539444426046) = LineSearchPoint{point=PointSample{avg=2.170917259946131}, derivative=9.679909143717262E-5}, evalInputDelta = -0.13104269318647033
2.170917259946131 <= 2.3019599531326014
New Minimum: 1.793052105476475 > 1.7895876583063879
F(9132.754716632506) = LineSearchPoint{point=PointSample{avg=1.7895876583063879}, derivative=1.0164395367051604E-20}, evalInputDelta = -0.5123722948262135
Right bracket at 9132.754716632506
Converged to right
Fitness changed from 2.3019599531326014 to 1.7895876583063879
Iteration 8 complete. Error: 1.7895876583063879 Total: 2.6395; Orientation: 0.1340; Line Search: 2.3612
F(0.0) = LineSearchPoint{point=PointSample{avg=1.7895876583063879}, derivative=-8.848977748940279E-5}
New Minimum: 1.7895876583063879 > 1.418728545794043
F(9132.754716632506) = LineSearchPoint{point=PointSample{avg=1.418728545794043}, derivative=7.2746076925092135E-6}, evalInputDelta = -0.3708591125123448
1.418728545794043 <= 1.7895876583063879
New Minimum: 1.418728545794043 > 1.4162051409739873
F(8438.997767332283) = LineSearchPoint{point=PointSample{avg=1.4162051409739873}, derivative=-1.0587911840678754E-20}, evalInputDelta = -0.3733825173324006
Left bracket at 8438.997767332283
Converged to left
Fitness changed from 1.7895876583063879 to 1.4162051409739873
Iteration 9 complete. Error: 1.4162051409739873 Total: 1.2696; Orientation: 0.1354; Line Search: 0.9890
F(0.0) = LineSearchPoint{point=PointSample{avg=1.4162051409739873}, derivative=-6.078959452499871E-5}
New Minimum: 1.4162051409739873 > 1.1388958828122502
F(8438.997767332283) = LineSearchPoint{point=PointSample{avg=1.1388958828122502}, derivative=-4.931304047865707E-6}, evalInputDelta = -0.2773092581617371
F(59072.984371325976) = LineSearchPoint{point=PointSample{avg=9.374188094935821}, derivative=3.3021843881493227E-4}, evalInputDelta = 7.957982953961833
F(4544.075720871229) = LineSearchPoint{point=PointSample{avg=1.2083099323715492}, derivative=-3.071205349885018E-5}, evalInputDelta = -0.20789520860243815
F(31808.530046098604) = LineSearchPoint{point=PointSample{avg=2.831105783085947}, derivative=1.4975319265804108E-4}, evalInputDelta = 1.4149006421119599
F(2446.8100035460466) = LineSearchPoint{point=PointSample{avg=1.2872783298192485}, derivative=-4.459399551091873E-5}, evalInputDelta = -0.1289268111547388
F(17127.670024822328) = LineSearchPoint{point=PointSample{avg=1.345896090193313}, derivative=5.2579598573561186E-5}, evalInputDelta = -0.07030905078067429
1.345896090193313 <= 1.4162051409739873
New Minimum: 1.1388958828122502 > 1.1370589350886142
F(9184.01275963699) = LineSearchPoint{point=PointSample{avg=1.1370589350886142}, derivative=-5.293955920339377E-21}, evalInputDelta = -0.2791462058853731
Left bracket at 9184.01275963699
Converged to left
Fitness changed from 1.4162051409739873 to 1.1370589350886142
Iteration 10 complete. Error: 1.1370589350886142 Total: 2.4816; Orientation: 0.1366; Line Search: 2.1242
F(0.0) = LineSearchPoint{point=PointSample{avg=1.1370589350886142}, derivative=-5.022085555379433E-5}
New Minimum: 1.1370589350886142 > 0.9257466655570381
F(9184.01275963699) = LineSearchPoint{point=PointSample{avg=0.9257466655570381}, derivative=4.2034391886349636E-6}, evalInputDelta = -0.2113122695315761
0.9257466655570381 <= 1.1370589350886142
New Minimum: 0.9257466655570381 > 0.9242558661528748
F(8474.68911427819) = LineSearchPoint{point=PointSample{avg=0.9242558661528748}, derivative=-4.446922973085077E-21}, evalInputDelta = -0.21280306893573941
Left bracket at 8474.68911427819
Converged to left
Fitness changed from 1.1370589350886142 to 0.9242558661528748
Iteration 11 complete. Error: 0.9242558661528748 Total: 1.3276; Orientation: 0.1348; Line Search: 1.0477
F(0.0) = LineSearchPoint{point=PointSample{avg=0.9242558661528748}, derivative=-3.579476244184049E-5}
New Minimum: 0.9242558661528748 > 0.7603152149966319
F(8474.68911427819) = LineSearchPoint{point=PointSample{avg=0.7603152149966319}, derivative=-2.8947160618688895E-6}, evalInputDelta = -0.1639406511562429
F(59322.82379994733) = LineSearchPoint{point=PointSample{avg=5.631842271286624}, derivative=1.945055622179607E-4}, evalInputDelta = 4.70758640513375
F(4563.294138457487) = LineSearchPoint{point=PointSample{avg=0.8013341488839663}, derivative=-1.807935285262501E-5}, evalInputDelta = -0.12292171726890855
F(31943.058969202408) = LineSearchPoint{point=PointSample{avg=1.7614569647861655}, derivative=8.821310468266784E-5}, evalInputDelta = 0.8372010986332907
F(2457.158382246339) = LineSearchPoint{point=PointSample{avg=0.8480219644310621}, derivative=-2.625569573995523E-5}, evalInputDelta = -0.07623390172181266
F(17200.108675724372) = LineSearchPoint{point=PointSample{avg=0.8828375059124165}, derivative=3.0978704471356305E-5}, evalInputDelta = -0.04141836024045831
0.8828375059124165 <= 0.9242558661528748
New Minimum: 0.7603152149966319 > 0.7592359969190476
F(9220.336047875846) = LineSearchPoint{point=PointSample{avg=0.7592359969190476}, derivative=-1.6940658945086007E-21}, evalInputDelta = -0.16501986923382717
Left bracket at 9220.336047875846
Converged to left
Fitness changed from 0.9242558661528748 to 0.7592359969190476
Iteration 12 complete. Error: 0.7592359969190476 Total: 2.4833; Orientation: 0.1343; Line Search: 2.2055
F(0.0) = LineSearchPoint{point=PointSample{avg=0.7592359969190476}, derivative=-3.052556220696293E-5}
New Minimum: 0.7592359969190476 > 0.6303969740679632
F(9220.336047875846) = LineSearchPoint{point=PointSample{avg=0.6303969740679632}, derivative=2.5788535008814457E-6}, evalInputDelta = -0.1288390228510844
0.6303969740679632 <= 0.7592359969190476
New Minimum: 0.6303969740679632 > 0.6294708180134794
F(8502.066433749) = LineSearchPoint{point=PointSample{avg=0.6294708180134794}, derivative=-7.72917564369549E-21}, evalInputDelta = -0.12976517890556827
Left bracket at 8502.066433749
Converged to left
Fitness changed from 0.7592359969190476 to 0.6294708180134794
Iteration 13 complete. Error: 0.6294708180134794 Total: 1.4135; Orientation: 0.1496; Line Search: 1.1046
F(0.0) = LineSearchPoint{point=PointSample{avg=0.6294708180134794}, derivative=-2.234841082567336E-5}
New Minimum: 0.6294708180134794 > 0.5267902452762327
F(8502.066433749) = LineSearchPoint{point=PointSample{avg=0.5267902452762327}, derivative=-1.8058517968004813E-6}, evalInputDelta = -0.10268057273724662
F(59514.465036243) = LineSearchPoint{point=PointSample{avg=3.578445042089191}, derivative=1.2144950237643678E-4}, evalInputDelta = 2.9489742240757115
F(4578.035772018692) = LineSearchPoint{point=PointSample{avg=0.5524786857511961}, derivative=-1.12870328870495E-5}, evalInputDelta = -0.0769921322622833
F(32046.250404130846) = LineSearchPoint{point=PointSample{avg=1.1539529538851028}, derivative=5.5081234744693624E-5}, evalInputDelta = 0.5244821358716234
F(2465.096184933142) = LineSearchPoint{point=PointSample{avg=0.581721048205341}, derivative=-1.6392284243337433E-5}, evalInputDelta = -0.04774976980813839
F(17255.673294531993) = LineSearchPoint{point=PointSample{avg=0.6035533525735092}, derivative=1.9344475250678095E-5}, evalInputDelta = -0.0259174654399702
0.6035533525735092 <= 0.6294708180134794
New Minimum: 0.5267902452762327 > 0.5261154000716588
F(9249.46464856358) = LineSearchPoint{point=PointSample{avg=0.5261154000716588}, derivative=4.0234064994579266E-21}, evalInputDelta = -0.10335541794182057
Right bracket at 9249.46464856358
Converged to right
Fitness changed from 0.6294708180134794 to 0.5261154000716588
Iteration 14 complete. Error: 0.5261154000716588 Total: 2.6641; Orientation: 0.1499; Line Search: 2.3545
Final threshold in iteration 14: 0.5261154000716588 (> 0.0) after 32.557s (< 30.000s)