Reset training subject: 10912477386382
Reset training subject: 10912868196004
Constructing line search parameters: GD
th(0)=2.670427437656747;dx=-9.115058987201698E-6
New Minimum: 2.670427437656747 > 2.670407799893566
WOLFE (weak): th(2.154434690031884)=2.670407799893566; dx=-9.115025472024251E-6 evalInputDelta=1.963776318092414E-5
New Minimum: 2.670407799893566 > 2.670388162202592
WOLFE (weak): th(4.308869380063768)=2.670388162202592; dx=-9.114991956846809E-6 evalInputDelta=3.92754541551632E-5
New Minimum: 2.670388162202592 > 2.6703096121607572
WOLFE (weak): th(12.926608140191302)=2.6703096121607572; dx=-9.114857896137032E-6 evalInputDelta=1.178254959897096E-4
New Minimum: 2.6703096121607572 > 2.669956151269341
WOLFE (weak): th(51.70643256076521)=2.669956151269341; dx=-9.114254622943035E-6 evalInputDelta=4.7128638740590034E-4
New Minimum: 2.669956151269341 > 2.6680714216277797
WOLFE (weak): th(258.53216280382605)=2.6680714216277797; dx=-9.111037165908392E-6 evalInputDelta=0.0023560160289672893
New Minimum: 2.6680714216277797 > 2.6563069380353053
WOLFE (weak): th(1551.1929768229563)=2.6563069380353053; dx=-9.090928059441868E-6 evalInputDelta=0.014120499621441684
New Minimum: 2.6563069380353053 > 2.5723700065456265
WOLFE (weak): th(10858.350837760694)=2.5723700065456265; dx=-8.9461424928829E-6 evalInputDelta=0.09805743111112042
New Minimum: 2.5723700065456265 > 1.9373243163805285
END: th(86866.80670208555)=1.9373243163805285; dx=-7.763727032651327E-6 evalInputDelta=0.7331031212762185
Fitness changed from 2.670427437656747 to 1.9373243163805285
Iteration 1 complete. Error: 1.9373243163805285 Total: 2.9669; Orientation: 0.0610; Line Search: 2.3421
th(0)=1.9373243163805285;dx=-6.612733666578871E-6
New Minimum: 1.9373243163805285 > 0.8973984084877697
END: th(187148.86177126726)=0.8973984084877697; dx=-4.50062174526171E-6 evalInputDelta=1.0399259078927587
Fitness changed from 1.9373243163805285 to 0.8973984084877697
Iteration 2 complete. Error: 0.8973984084877697 Total: 0.5004; Orientation: 0.0567; Line Search: 0.3712
th(0)=0.8973984084877697;dx=-3.0631199009715876E-6
New Minimum: 0.8973984084877697 > 0.08728468837312615
END: th(403200.00000000006)=0.08728468837312615; dx=-9.553013297558105E-7 evalInputDelta=0.8101137201146436
Fitness changed from 0.8973984084877697 to 0.08728468837312615
Iteration 3 complete. Error: 0.08728468837312615 Total: 0.9460; Orientation: 0.0580; Line Search: 0.8229
th(0)=0.08728468837312615;dx=-2.97931736313604E-7
New Minimum: 0.08728468837312615 > 0.020322681298037448
WOLF (strong): th(868668.0670208557)=0.020322681298037448; dx=1.437600575854137E-7 evalInputDelta=0.0669620070750887
New Minimum: 0.020322681298037448 > 0.005843240232427567
END: th(434334.03351042786)=0.005843240232427567; dx=-7.708583936409513E-8 evalInputDelta=0.08144144814069859
Fitness changed from 0.08728468837312615 to 0.005843240232427567
Iteration 4 complete. Error: 0.005843240232427567 Total: 1.6428; Orientation: 0.0957; Line Search: 1.3436
th(0)=0.005843240232427567;dx=-1.9944926660019432E-8
New Minimum: 0.005843240232427567 > 0.00208260866732291
WOLF (strong): th(935744.3088563365)=0.00208260866732291; dx=1.1907193425604384E-8 evalInputDelta=0.003760631565104657
New Minimum: 0.00208260866732291 > 2.3724443798385226E-4
END: th(467872.15442816826)=2.3724443798385226E-4; dx=-4.018866617207524E-9 evalInputDelta=0.005605995794443715
Fitness changed from 0.005843240232427567 to 2.3724443798385226E-4
Iteration 5 complete. Error: 2.3724443798385226E-4 Total: 1.1321; Orientation: 0.1482; Line Search: 0.8777
th(0)=2.3724443798385226E-4;dx=-8.097943483182158E-10
New Minimum: 2.3724443798385226E-4 > 1.2309686318168265E-4
WOLF (strong): th(1008000.0000000003)=1.2309686318168265E-4; dx=5.833110649805777E-10 evalInputDelta=1.1414757480216961E-4
New Minimum: 1.2309686318168265E-4 > 4.639368507119415E-6
END: th(504000.0000000002)=4.639368507119415E-6; dx=-1.1324164166881898E-10 evalInputDelta=2.3260506947673284E-4
Fitness changed from 2.3724443798385226E-4 to 4.639368507119415E-6
Iteration 6 complete. Error: 4.639368507119415E-6 Total: 0.8718; Orientation: 0.1432; Line Search: 0.6661
Low gradient: 3.979410907529858E-6
th(0)=4.639368507119415E-6;dx=-1.5835711170967605E-11
New Minimum: 4.639368507119415E-6 > 3.376901226754229E-6
WOLF (strong): th(1085835.0837760698)=3.376901226754229E-6; dx=1.3510372269640409E-11 evalInputDelta=1.262467280365186E-6
New Minimum: 3.376901226754229E-6 > 2.5008995532804768E-8
END: th(542917.5418880349)=2.5008995532804768E-8; dx=-1.1626694506636008E-12 evalInputDelta=4.6143595115866106E-6
Fitness changed from 4.639368507119415E-6 to 2.5008995532804768E-8
Iteration 7 complete. Error: 2.5008995532804768E-8 Total: 0.9117; Orientation: 0.0553; Line Search: 0.7959
Low gradient: 2.921712478758082E-7
th(0)=2.5008995532804768E-8;dx=-8.536403808530696E-14
New Minimum: 2.5008995532804768E-8 > 2.4822005266401716E-8
WOLF (strong): th(1169680.3860704207)=2.4822005266401716E-8; dx=8.504430926257915E-14 evalInputDelta=1.8699026640305242E-10
New Minimum: 2.4822005266401716E-8 > 8.77101660058084E-14
END: th(584840.1930352104)=8.77101660058084E-14; dx=-1.598644113639404E-16 evalInputDelta=2.500890782263876E-8
Fitness changed from 2.5008995532804768E-8 to 8.77101660058084E-14
Iteration 8 complete. Error: 8.77101660058084E-14 Total: 0.9229; Orientation: 0.0853; Line Search: 0.7731
Low gradient: 5.471599704837937E-10
th(0)=8.77101660058084E-14;dx=-2.9938403329982605E-19
Armijo: th(1260000.0000000005)=1.1607740192943665E-13; dx=3.44411391908718E-19 evalInputDelta=-2.8367235923628257E-14
New Minimum: 8.77101660058084E-14 > 4.960044971594768E-16
WOLF (strong): th(630000.0000000002)=4.960044971594768E-16; dx=2.2513679303919743E-20 evalInputDelta=8.721416150864892E-14
END: th(210000.0000000001)=3.610593895409713E-14; dx=-1.9208479576546933E-19 evalInputDelta=5.1604227051711263E-14
Fitness changed from 8.77101660058084E-14 to 4.960044971594768E-16
Iteration 9 complete. Error: 4.960044971594768E-16 Total: 1.3412; Orientation: 0.1271; Line Search: 1.1537
Zero gradient: 4.11464297799661E-11
th(0)=4.960044971594768E-16;dx=-1.6930286836376813E-21
New Minimum: 4.960044971594768E-16 > 2.575051945454523E-17
END: th(452431.2849066958)=2.575051945454523E-17; dx=-3.857576133983531E-22 evalInputDelta=4.702539777049315E-16
Fitness changed from 4.960044971594768E-16 to 2.575051945454523E-17
Iteration 10 complete. Error: 2.575051945454523E-17 Total: 0.5950; Orientation: 0.1501; Line Search: 0.3824
Zero gradient: 9.37523900521196E-12
th(0)=2.575051945454523E-17;dx=-8.789510640484773E-23
New Minimum: 2.575051945454523E-17 > 1.133776182731892E-17
WOLF (strong): th(974733.6550586841)=1.133776182731892E-17; dx=5.832239686941138E-23 evalInputDelta=1.4412757627226312E-17
New Minimum: 1.133776182731892E-17 > 7.287504670142387E-19
END: th(487366.82752934203)=7.287504670142387E-19; dx=-1.4786354772444533E-23 evalInputDelta=2.5021768987530992E-17
Fitness changed from 2.575051945454523E-17 to 7.287504670142387E-19
Iteration 11 complete. Error: 7.287504670142387E-19 Total: 1.1048; Orientation: 0.0596; Line Search: 0.9777
Zero gradient: 1.577170967505405E-12
th(0)=7.287504670142387E-19;dx=-2.487468260741935E-24
New Minimum: 7.287504670142387E-19 > 4.57118933399038E-19
WOLF (strong): th(1050000.0000000005)=4.57118933399038E-19; dx=1.9700748634941526E-24 evalInputDelta=2.716315336152007E-19
New Minimum: 4.57118933399038E-19 > 7.882165093163631E-21
END: th(525000.0000000002)=7.882165093163631E-21; dx=-2.586966998053294E-25 evalInputDelta=7.20868301921075E-19
Fitness changed from 7.287504670142387E-19 to 7.882165093163631E-21
Iteration 12 complete. Error: 7.882165093163631E-21 Total: 1.1079; Orientation: 0.1310; Line Search: 0.9116
Zero gradient: 1.640257810569176E-13
th(0)=7.882165093163631E-21;dx=-2.6904456851331866E-26
New Minimum: 7.882165093163631E-21 > 6.82276114267994E-21
WOLF (strong): th(1131078.2122667395)=6.82276114267994E-21; dx=2.5031193017020176E-26 evalInputDelta=1.0594039504836904E-21
New Minimum: 6.82276114267994E-21 > 9.552891000389661E-24
END: th(565539.1061333697)=9.552891000389661E-24; dx=-9.366317524506457E-28 evalInputDelta=7.872612202163241E-21
Fitness changed from 7.882165093163631E-21 to 9.552891000389661E-24
Iteration 13 complete. Error: 9.552891000389661E-24 Total: 0.8434; Orientation: 0.0552; Line Search: 0.5624
Zero gradient: 5.7102715593332375E-15
th(0)=9.552891000389661E-24;dx=-3.2607201281330047E-29
Armijo: th(1218417.068823355)=1.1130770850876628E-23; dx=3.519725009740201E-29 evalInputDelta=-1.5778798504869666E-24
New Minimum: 9.552891000389661E-24 > 1.506831538198693E-26
WOLF (strong): th(609208.5344116775)=1.506831538198693E-26; dx=1.295025827666978E-30 evalInputDelta=9.537822685007675E-24
END: th(203069.51147055917)=4.0787817593238346E-24; dx=-2.1306462362179616E-29 evalInputDelta=5.474109241065826E-24
Fitness changed from 9.552891000389661E-24 to 1.506831538198693E-26
Iteration 14 complete. Error: 1.506831538198693E-26 Total: 1.1675; Orientation: 0.0568; Line Search: 1.0459
Zero gradient: 2.267888515128453E-16
th(0)=1.506831538198693E-26;dx=-5.143318317051538E-32
New Minimum: 1.506831538198693E-26 > 9.670480997540293E-28
END: th(437500.00000000023)=9.670480997540293E-28; dx=-1.3029704451500194E-32 evalInputDelta=1.41012672822329E-26
Fitness changed from 1.506831538198693E-26 to 9.670480997540293E-28
Iteration 15 complete. Error: 9.670480997540293E-28 Total: 0.9261; Orientation: 0.1825; Line Search: 0.5664
Zero gradient: 5.745308968042612E-17
th(0)=9.670480997540293E-28;dx=-3.300857513827087E-33
New Minimum: 9.670480997540293E-28 > 3.582947649305908E-28
WOLF (strong): th(942565.1768889497)=3.582947649305908E-28; dx=2.0091924793411175E-33 evalInputDelta=6.087533348234385E-28
New Minimum: 3.582947649305908E-28 > 3.704207815412285E-29
END: th(471282.58844447485)=3.704207815412285E-29; dx=-6.460062011994376E-34 evalInputDelta=9.300060215999064E-28
Fitness changed from 9.670480997540293E-28 to 3.704207815412285E-29
Iteration 16 complete. Error: 3.704207815412285E-29 Total: 1.0105; Orientation: 0.0542; Line Search: 0.8965
Zero gradient: 1.1244419064558472E-17
th(0)=3.704207815412285E-29;dx=-1.26436960099406E-34
New Minimum: 3.704207815412285E-29 > 1.991589848689726E-29
WOLF (strong): th(1015347.5573527961)=1.991589848689726E-29; dx=9.270442149156593E-35 evalInputDelta=1.712617966722559E-29
New Minimum: 1.991589848689726E-29 > 6.614734298674045E-31
END: th(507673.77867639804)=6.614734298674045E-31; dx=-1.68660733629287E-35 evalInputDelta=3.6380604724255445E-29
Fitness changed from 3.704207815412285E-29 to 6.614734298674045E-31
Iteration 17 complete. Error: 6.614734298674045E-31 Total: 1.2362; Orientation: 0.1211; Line Search: 1.0522
Zero gradient: 1.5026075027367395E-18
th(0)=6.614734298674045E-31;dx=-2.25782930728074E-36
New Minimum: 6.614734298674045E-31 > 4.8673963018335895E-31
WOLF (strong): th(1093750.0000000007)=4.8673963018335895E-31; dx=1.932741544104075E-36 evalInputDelta=1.7473379968404554E-31
New Minimum: 4.8673963018335895E-31 > 2.4708660734088875E-33
END: th(546875.0000000003)=2.4708660734088875E-33; dx=-8.195163330530571E-38 evalInputDelta=6.590025637939956E-31
Fitness changed from 6.614734298674045E-31 to 2.4708660734088875E-33
Iteration 18 complete. Error: 2.4708660734088875E-33 Total: 1.5237; Orientation: 0.1877; Line Search: 1.0848
Zero gradient: 9.183621034520645E-20
th(0)=2.4708660734088875E-33;dx=-8.433889530569002E-39
Armijo: th(1178206.4711111872)=2.5282555428770155E-33; dx=8.499247364877913E-39 evalInputDelta=-5.738946946812804E-35
New Minimum: 2.4708660734088875E-33 > 4.5600878823647325E-41
WOLF (strong): th(589103.2355555936)=4.5600878823647325E-41; dx=2.880902591062813E-44 evalInputDelta=2.4708660278080087E-33
WOLFE (weak): th(196367.74518519788)=2.3649046621423717E-33; dx=-8.204972361754106E-39 evalInputDelta=1.0596141126651578E-34
END: th(392735.49037039577)=2.8155105223686347E-35; dx=-2.2884176221357084E-40 evalInputDelta=2.442710968185201E-33
Fitness changed from 2.4708660734088875E-33 to 4.5600878823647325E-41
Iteration 19 complete. Error: 4.5600878823647325E-41 Total: 1.3384; Orientation: 0.0605; Line Search: 1.2131
Zero gradient: 1.2476016981314571E-23
th(0)=4.5600878823647325E-41;dx=-1.5565099971804955E-46
New Minimum: 4.5600878823647325E-41 > 8.991593944584021E-42
WOLF (strong): th(846122.9644606635)=8.991593944584021E-42; dx=6.911680453189518E-47 evalInputDelta=3.6609284879063303E-41
New Minimum: 8.991593944584021E-42 > 3.5235862782060035E-42
END: th(423061.48223033175)=3.5235862782060035E-42; dx=-4.326709759307718E-47 evalInputDelta=4.207729254544132E-41
Fitness changed from 4.5600878823647325E-41 to 3.5235862782060035E-42
Iteration 20 complete. Error: 3.5235862782060035E-42 Total: 1.1480; Orientation: 0.0541; Line Search: 1.0314
Zero gradient: 3.468021697780522E-24
th(0)=3.5235862782060035E-42;dx=-1.2027174496276494E-47
New Minimum: 3.5235862782060035E-42 > 1.0875266290759323E-42
WOLF (strong): th(911458.3333333341)=1.0875266290759323E-42; dx=6.681763609042513E-48 evalInputDelta=2.436059649130071E-42
New Minimum: 1.0875266290759323E-42 > 1.7400426065214724E-43
END: th(455729.16666666704)=1.7400426065214724E-43; dx=-2.6727054436169905E-48 evalInputDelta=3.3495820175538565E-42
Fitness changed from 3.5235862782060035E-42 to 1.7400426065214724E-43
Iteration 21 complete. Error: 1.7400426065214724E-43 Total: 1.1557; Orientation: 0.1377; Line Search: 0.9544
Zero gradient: 7.706714883956692E-25
th(0)=1.7400426065214724E-43;dx=-5.93934543025996E-49
New Minimum: 1.7400426065214724E-43 > 7.943849143368247E-44
WOLF (strong): th(981838.7259259896)=7.943849143368247E-44; dx=4.013045993877918E-49 evalInputDelta=9.456576921846476E-44
New Minimum: 7.943849143368247E-44 > 4.575834595511367E-45
END: th(490919.3629629948)=4.575834595511367E-45; dx=-9.63149718191021E-50 evalInputDelta=1.6942842605663588E-43
Fitness changed from 1.7400426065214724E-43 to 4.575834595511367E-45
Iteration 22 complete. Error: 4.575834595511367E-45 Total: 0.8777; Orientation: 0.0587; Line Search: 0.7567
Zero gradient: 1.2497539258861644E-25
th(0)=4.575834595511367E-45;dx=-1.5618848752678803E-50
New Minimum: 4.575834595511367E-45 > 2.965714379624199E-45
WOLF (strong): th(1057653.7055758296)=2.965714379624199E-45; dx=1.2574146677890431E-50 evalInputDelta=1.610120215887168E-45
New Minimum: 2.965714379624199E-45 > 4.347122651478558E-47
END: th(528826.8527879148)=4.347122651478558E-47; dx=-1.522351037394185E-51 evalInputDelta=4.5323633689965815E-45
Fitness changed from 4.575834595511367E-45 to 4.347122651478558E-47
Iteration 23 complete. Error: 4.347122651478558E-47 Total: 0.8311; Orientation: 0.1328; Line Search: 0.6325
Zero gradient: 1.2181206282786671E-26
th(0)=4.347122651478558E-47;dx=-1.4838178650380146E-52
New Minimum: 4.347122651478558E-47 > 3.877526068757127E-47
WOLF (strong): th(1139322.916666668)=3.877526068757127E-47; dx=1.4013835392025728E-52 evalInputDelta=4.6959658272143086E-48
New Minimum: 3.877526068757127E-47 > 3.354261305152937E-50
END: th(569661.458333334)=3.354261305152937E-50; dx=-4.121716291772096E-54 evalInputDelta=4.343768390173405E-47
Fitness changed from 4.347122651478558E-47 to 3.354261305152937E-50
Iteration 24 complete. Error: 3.354261305152937E-50 Total: 1.1627; Orientation: 0.0574; Line Search: 1.0449
Zero gradient: 3.3836684118850497E-28
th(0)=3.354261305152937E-50;dx=-1.1449211921588694E-55
Armijo: th(1227298.4074074873)=4.0188266615251434E-50; dx=1.2532184656436473E-55 evalInputDelta=-6.645653563722064E-51
New Minimum: 3.354261305152937E-50 > 7.502754886833665E-53
WOLF (strong): th(613649.2037037436)=7.502754886833665E-53; dx=5.414863674238902E-57 evalInputDelta=3.3467585502661035E-50
END: th(204549.73456791454)=1.421110404297079E-50; dx=-7.452312491917832E-56 evalInputDelta=1.933150900855858E-50
Fitness changed from 3.354261305152937E-50 to 7.502754886833665E-53
Iteration 25 complete. Error: 7.502754886833665E-53 Total: 1.1284; Orientation: 0.0714; Line Search: 0.9925
Zero gradient: 1.600293827616007E-29
th(0)=7.502754886833665E-53;dx=-2.5609403347058908E-58
New Minimum: 7.502754886833665E-53 > 4.610427743584899E-54
END: th(440689.0439899291)=4.610427743584899E-54; dx=-6.348332877652392E-59 evalInputDelta=7.041712112475176E-53
Fitness changed from 7.502754886833665E-53 to 4.610427743584899E-54
Iteration 26 complete. Error: 4.610427743584899E-54 Total: 0.5160; Orientation: 0.0554; Line Search: 0.3999
Zero gradient: 3.966979543443995E-30
th(0)=4.610427743584899E-54;dx=-1.5736926698103127E-59
New Minimum: 4.610427743584899E-54 > 1.774366438696224E-54
WOLF (strong): th(949435.76388889)=1.774366438696224E-54; dx=9.762723044193639E-60 evalInputDelta=2.8360613048886756E-54
New Minimum: 1.774366438696224E-54 > 1.661121621434785E-55
END: th(474717.881944445)=1.661121621434785E-55; dx=-2.987101826954744E-60 evalInputDelta=4.4443155814414205E-54
Fitness changed from 4.610427743584899E-54 to 1.661121621434785E-55
Iteration 27 complete. Error: 1.661121621434785E-55 Total: 1.1931; Orientation: 0.0575; Line Search: 1.0685
Final threshold in iteration 27: 1.661121621434785E-55 (> 0.0) after 30.103s (< 30.000s)