Reset training subject: 13736631217428
Reset training subject: 13736925844923
Constructing line search parameters: GD
th(0)=140.96797785740105;dx=-0.019421814301975097
New Minimum: 140.96797785740105 > 140.92613869113967
WOLFE (weak): th(2.154434690031884)=140.92613869113967; dx=-0.019418227083319552 evalInputDelta=0.04183916626138284
New Minimum: 140.92613869113967 > 140.8843072533066
WOLFE (weak): th(4.308869380063768)=140.8843072533066; dx=-0.019414639864664004 evalInputDelta=0.0836706040944648
New Minimum: 140.8843072533066 > 140.71705878625747
WOLFE (weak): th(12.926608140191302)=140.71705878625747; dx=-0.019400290990041834 evalInputDelta=0.2509190711435849
New Minimum: 140.71705878625747 > 139.96597091334218
WOLFE (weak): th(51.70643256076521)=139.96597091334218; dx=-0.01933572105424204 evalInputDelta=1.002006944058877
New Minimum: 139.96597091334218 > 136.00245888418522
WOLFE (weak): th(258.53216280382605)=136.00245888418522; dx=-0.018991348063309835 evalInputDelta=4.965518973215836
New Minimum: 136.00245888418522 > 112.84420453354849
END: th(1551.1929768229563)=112.84420453354849; dx=-0.016839016869983514 evalInputDelta=28.12377332385256
Fitness changed from 140.96797785740105 to 112.84420453354849
Iteration 1 complete. Error: 112.84420453354849 Total: 2.6862; Orientation: 0.0974; Line Search: 2.0090
th(0)=112.84420453354849;dx=-0.014644730686661295
New Minimum: 112.84420453354849 > 70.63150053536918
END: th(3341.943960201201)=70.63150053536918; dx=-0.010617634272706773 evalInputDelta=42.21270399817931
Fitness changed from 112.84420453354849 to 70.63150053536918
Iteration 2 complete. Error: 70.63150053536918 Total: 0.7161; Orientation: 0.1005; Line Search: 0.4652
th(0)=70.63150053536918;dx=-0.00785595654856587
New Minimum: 70.63150053536918 > 29.043442710341342
END: th(7200.000000000001)=29.043442710341342; dx=-0.0036962817361640855 evalInputDelta=41.588057825027846
Fitness changed from 70.63150053536918 to 29.043442710341342
Iteration 3 complete. Error: 29.043442710341342 Total: 0.7494; Orientation: 0.1595; Line Search: 0.4395
th(0)=29.043442710341342;dx=-0.002114758224201549
New Minimum: 29.043442710341342 > 9.25488866904522
END: th(15511.929768229566)=9.25488866904522; dx=-4.3663987222687065E-4 evalInputDelta=19.788554041296123
Fitness changed from 29.043442710341342 to 9.25488866904522
Iteration 4 complete. Error: 9.25488866904522 Total: 0.6764; Orientation: 0.0939; Line Search: 0.4323
th(0)=9.25488866904522;dx=-3.651572828603568E-4
New Minimum: 9.25488866904522 > 4.864409299925368
WOLF (strong): th(33419.43960201202)=4.864409299925368; dx=1.0240725345199276E-4 evalInputDelta=4.390479369119852
END: th(16709.71980100601)=5.10643088681863; dx=-1.31375014704182E-4 evalInputDelta=4.148457782226591
Fitness changed from 9.25488866904522 to 4.864409299925368
Iteration 5 complete. Error: 4.864409299925368 Total: 1.0173; Orientation: 0.1625; Line Search: 0.7041
th(0)=4.864409299925368;dx=-4.0609072874391776E-4
Armijo: th(36000.000000000015)=13.690351182923525; dx=8.964208333549263E-4 evalInputDelta=-8.825941882998157
New Minimum: 4.864409299925368 > 3.4160782119796473
WOLF (strong): th(18000.000000000007)=3.4160782119796473; dx=2.451650523055042E-4 evalInputDelta=1.448331087945721
New Minimum: 3.4160782119796473 > 3.079120708511284
END: th(6000.000000000003)=3.079120708511284; dx=-1.890054683941104E-4 evalInputDelta=1.7852885914140844
Fitness changed from 4.864409299925368 to 3.079120708511284
Iteration 6 complete. Error: 3.079120708511284 Total: 1.3450; Orientation: 0.0899; Line Search: 1.1137
th(0)=3.079120708511284;dx=-1.0333607235165527E-4
New Minimum: 3.079120708511284 > 2.2533567038806774
END: th(12926.608140191309)=2.2533567038806774; dx=-2.4425827084771186E-5 evalInputDelta=0.8257640046306065
Fitness changed from 3.079120708511284 to 2.2533567038806774
Iteration 7 complete. Error: 2.2533567038806774 Total: 0.6610; Orientation: 0.0946; Line Search: 0.4208
th(0)=2.2533567038806774;dx=-3.577742164896476E-5
New Minimum: 2.2533567038806774 > 1.5965877255029368
END: th(27849.53300167669)=1.5965877255029368; dx=-1.13881073628287E-5 evalInputDelta=0.6567689783777406
Fitness changed from 2.2533567038806774 to 1.5965877255029368
Iteration 8 complete. Error: 1.5965877255029368 Total: 0.6462; Orientation: 0.0909; Line Search: 0.4162
th(0)=1.5965877255029368;dx=-3.504739329907441E-5
Armijo: th(60000.00000000004)=3.5679671306895724; dx=1.0076004013862886E-4 evalInputDelta=-1.9713794051866356
New Minimum: 1.5965877255029368 > 1.5637216773134792
WOLF (strong): th(30000.00000000002)=1.5637216773134792; dx=3.285632341977723E-5 evalInputDelta=0.0328660481894576
New Minimum: 1.5637216773134792 > 1.3592866537102788
END: th(10000.000000000005)=1.3592866537102788; dx=-1.2412821059457195E-5 evalInputDelta=0.23730107179265802
Fitness changed from 1.5965877255029368 to 1.3592866537102788
Iteration 9 complete. Error: 1.3592866537102788 Total: 1.2819; Orientation: 0.1004; Line Search: 1.0448
th(0)=1.3592866537102788;dx=-1.3869676748453093E-5
New Minimum: 1.3592866537102788 > 1.0994389706711885
END: th(21544.34690031885)=1.0994389706711885; dx=-1.0252445332234752E-5 evalInputDelta=0.25984768303909034
Fitness changed from 1.3592866537102788 to 1.0994389706711885
Iteration 10 complete. Error: 1.0994389706711885 Total: 0.6629; Orientation: 0.0931; Line Search: 0.4248
th(0)=1.0994389706711885;dx=-1.0913680273127197E-5
New Minimum: 1.0994389706711885 > 0.877949770915285
WOLF (strong): th(46415.88833612782)=0.877949770915285; dx=1.369999964696805E-6 evalInputDelta=0.22148919975590342
END: th(23207.94416806391)=0.9174246295087946; dx=-4.771840154215196E-6 evalInputDelta=0.1820143411623939
Fitness changed from 1.0994389706711885 to 0.877949770915285
Iteration 11 complete. Error: 0.877949770915285 Total: 0.8475; Orientation: 0.0915; Line Search: 0.6177
th(0)=0.877949770915285;dx=-4.4909067590582816E-5
Armijo: th(50000.00000000004)=5.402202771933401; dx=2.2587918763130734E-4 evalInputDelta=-4.524253001018115
Armijo: th(25000.00000000002)=1.4476496762875284; dx=9.048506002036227E-5 evalInputDelta=-0.5696999053722434
New Minimum: 0.877949770915285 > 0.6917549404534074
WOLF (strong): th(8333.33333333334)=0.6917549404534074; dx=2.223082797322055E-7 evalInputDelta=0.18619483046187768
END: th(2083.333333333335)=0.796142175901132; dx=-3.3626223623004066E-5 evalInputDelta=0.08180759501415302
Fitness changed from 0.877949770915285 to 0.6917549404534074
Iteration 12 complete. Error: 0.6917549404534074 Total: 1.2407; Orientation: 0.0895; Line Search: 1.0104
th(0)=0.6917549404534074;dx=-5.3237453846445E-6
New Minimum: 0.6917549404534074 > 0.6695165838241214
END: th(4488.405604233095)=0.6695165838241214; dx=-4.585500164961178E-6 evalInputDelta=0.02223835662928597
Fitness changed from 0.6917549404534074 to 0.6695165838241214
Iteration 13 complete. Error: 0.6695165838241214 Total: 0.6669; Orientation: 0.0899; Line Search: 0.4345
th(0)=0.6695165838241214;dx=-4.267346452414352E-6
New Minimum: 0.6695165838241214 > 0.6300169149660868
WOLFE (weak): th(9669.976736693297)=0.6300169149660868; dx=-3.902201403507755E-6 evalInputDelta=0.039499668858034576
New Minimum: 0.6300169149660868 > 0.5940481902364976
END: th(19339.953473386595)=0.5940481902364976; dx=-3.53705635460116E-6 evalInputDelta=0.0754683935876238
Fitness changed from 0.6695165838241214 to 0.5940481902364976
Iteration 14 complete. Error: 0.5940481902364976 Total: 0.9373; Orientation: 0.0960; Line Search: 0.6995
th(0)=0.5940481902364976;dx=-3.8082407547346377E-6
New Minimum: 0.5940481902364976 > 0.4976184491681904
END: th(41666.6666666667)=0.4976184491681904; dx=-8.203868165440989E-7 evalInputDelta=0.09642974106830715
Fitness changed from 0.5940481902364976 to 0.4976184491681904
Iteration 15 complete. Error: 0.4976184491681904 Total: 0.7174; Orientation: 0.0988; Line Search: 0.4689
th(0)=0.4976184491681904;dx=-1.2149924580073532E-5
Armijo: th(89768.1120846619)=5.200634716358735; dx=1.169313699725097E-4 evalInputDelta=-4.703016267190544
Armijo: th(44884.05604233095)=1.4007035680847695; dx=5.239072269621809E-5 evalInputDelta=-0.903085118916579
New Minimum: 0.4976184491681904 > 0.4767750411006737
WOLF (strong): th(14961.352014110316)=0.4767750411006737; dx=9.363624512023673E-6 evalInputDelta=0.020843408067516722
New Minimum: 0.4767750411006737 > 0.46223211767883843
END: th(3740.338003527579)=0.46223211767883843; dx=-6.771537307049228E-6 evalInputDelta=0.035386331489351996
Fitness changed from 0.4976184491681904 to 0.46223211767883843
Iteration 16 complete. Error: 0.46223211767883843 Total: 1.5482; Orientation: 0.0988; Line Search: 1.2911
th(0)=0.46223211767883843;dx=-4.297502180222883E-6
New Minimum: 0.46223211767883843 > 0.43757230769038014
END: th(8058.313947244415)=0.43757230769038014; dx=-1.8228376699987254E-6 evalInputDelta=0.024659809988458292
Fitness changed from 0.46223211767883843 to 0.43757230769038014
Iteration 17 complete. Error: 0.43757230769038014 Total: 0.6925; Orientation: 0.0934; Line Search: 0.4451
th(0)=0.43757230769038014;dx=-2.1597437089860742E-6
New Minimum: 0.43757230769038014 > 0.4026019444631226
END: th(17361.111111111128)=0.4026019444631226; dx=-1.868842134793993E-6 evalInputDelta=0.03497036322725755
Fitness changed from 0.43757230769038014 to 0.4026019444631226
Iteration 18 complete. Error: 0.4026019444631226 Total: 0.6782; Orientation: 0.0890; Line Search: 0.4404
th(0)=0.4026019444631226;dx=-1.982591836862526E-6
New Minimum: 0.4026019444631226 > 0.34774522653619205
END: th(37403.3800352758)=0.34774522653619205; dx=-9.506573975753352E-7 evalInputDelta=0.05485671792693053
Fitness changed from 0.4026019444631226 to 0.34774522653619205
Iteration 19 complete. Error: 0.34774522653619205 Total: 0.6926; Orientation: 0.0904; Line Search: 0.4474
th(0)=0.34774522653619205;dx=-4.269483206554338E-6
Armijo: th(80583.13947244416)=1.384390245019794; dx=2.9998066760638582E-5 evalInputDelta=-1.036645018483602
Armijo: th(40291.56973622208)=0.5208943909798359; dx=1.2864291777042124E-5 evalInputDelta=-0.17314916444364387
New Minimum: 0.34774522653619205 > 0.32875642695114954
WOLF (strong): th(13430.523245407361)=0.32875642695114954; dx=1.4417751213111484E-6 evalInputDelta=0.018988799585042515
END: th(3357.6308113518403)=0.3358069152899698; dx=-2.841668624587967E-6 evalInputDelta=0.011938311246222244
Fitness changed from 0.34774522653619205 to 0.32875642695114954
Iteration 20 complete. Error: 0.32875642695114954 Total: 1.3293; Orientation: 0.0930; Line Search: 1.0816
th(0)=0.32875642695114954;dx=-3.9570559010662056E-6
New Minimum: 0.32875642695114954 > 0.3105018275455489
END: th(7233.796296296305)=0.3105018275455489; dx=-1.0899757425942648E-6 evalInputDelta=0.018254599405600647
Fitness changed from 0.32875642695114954 to 0.3105018275455489
Iteration 21 complete. Error: 0.3105018275455489 Total: 0.7013; Orientation: 0.0885; Line Search: 0.4586
th(0)=0.3105018275455489;dx=-1.230313053958841E-6
New Minimum: 0.3105018275455489 > 0.2919538984806679
WOLFE (weak): th(15584.741681364918)=0.2919538984806679; dx=-1.1499547033257402E-6 evalInputDelta=0.018547929064881008
New Minimum: 0.2919538984806679 > 0.27465833355234426
END: th(31169.483362729836)=0.27465833355234426; dx=-1.0695963526926402E-6 evalInputDelta=0.035843493993204634
Fitness changed from 0.3105018275455489 to 0.27465833355234426
Iteration 22 complete. Error: 0.27465833355234426 Total: 0.9341; Orientation: 0.0923; Line Search: 0.6818
th(0)=0.27465833355234426;dx=-1.1278499595639354E-6
New Minimum: 0.27465833355234426 > 0.2465903184037766
WOLF (strong): th(67152.61622703681)=0.2465903184037766; dx=2.91902926505021E-7 evalInputDelta=0.02806801514856766
END: th(33576.308113518404)=0.24870681089113336; dx=-4.179735165294573E-7 evalInputDelta=0.025951522661210896
Fitness changed from 0.27465833355234426 to 0.2465903184037766
Iteration 23 complete. Error: 0.2465903184037766 Total: 0.9031; Orientation: 0.0898; Line Search: 0.6607
th(0)=0.2465903184037766;dx=-1.0454847991530265E-5
Armijo: th(72337.96296296305)=3.25459769174767; dx=9.362023584974214E-5 evalInputDelta=-3.0080073733438937
Armijo: th(36168.981481481525)=0.8095215600410688; dx=4.158269392910593E-5 evalInputDelta=-0.5629312416372922
New Minimum: 0.2465903184037766 > 0.22510685560850627
WOLF (strong): th(12056.327160493842)=0.22510685560850627; dx=6.890999315348468E-6 evalInputDelta=0.02148346279527033
New Minimum: 0.22510685560850627 > 0.22161377676673705
END: th(3014.0817901234605)=0.22161377676673705; dx=-6.118386164810584E-6 evalInputDelta=0.02497654163703955
Fitness changed from 0.2465903184037766 to 0.22161377676673705
Iteration 24 complete. Error: 0.22161377676673705 Total: 1.5043; Orientation: 0.0891; Line Search: 1.2625
th(0)=0.22161377676673705;dx=-3.6997533477053764E-6
New Minimum: 0.22161377676673705 > 0.20703194962536456
END: th(6493.642367235383)=0.20703194962536456; dx=-7.913554373879406E-7 evalInputDelta=0.014581827141372489
Fitness changed from 0.22161377676673705 to 0.20703194962536456
Iteration 25 complete. Error: 0.20703194962536456 Total: 0.6675; Orientation: 0.0930; Line Search: 0.4267
th(0)=0.20703194962536456;dx=-6.47189195720563E-7
New Minimum: 0.20703194962536456 > 0.19822360990776874
WOLFE (weak): th(13990.12838063267)=0.19822360990776874; dx=-6.120329469139102E-7 evalInputDelta=0.008808339717595814
New Minimum: 0.19822360990776874 > 0.18990711062435947
END: th(27980.25676126534)=0.18990711062435947; dx=-5.768766981072575E-7 evalInputDelta=0.017124839001005088
Fitness changed from 0.20703194962536456 to 0.18990711062435947
Iteration 26 complete. Error: 0.18990711062435947 Total: 0.8764; Orientation: 0.0886; Line Search: 0.6447
th(0)=0.18990711062435947;dx=-6.23835487696233E-7
New Minimum: 0.18990711062435947 > 0.17172993761579688
WOLF (strong): th(60281.635802469216)=0.17172993761579688; dx=2.0760512487347738E-8 evalInputDelta=0.018177173008562586
END: th(30140.817901234608)=0.1759613614547288; dx=-3.015374876044426E-7 evalInputDelta=0.013945749169630678
Fitness changed from 0.18990711062435947 to 0.17172993761579688
Iteration 27 complete. Error: 0.17172993761579688 Total: 0.8551; Orientation: 0.0883; Line Search: 0.6229
th(0)=0.17172993761579688;dx=-4.357924314198765E-6
Armijo: th(64936.423672353834)=1.1047487664752984; dx=3.309430294715779E-5 evalInputDelta=-0.9330188288595015
Armijo: th(32468.211836176917)=0.33423763993095656; dx=1.4368189316479511E-5 evalInputDelta=-0.16250770231515968
New Minimum: 0.17172993761579688 > 0.1583432356953854
WOLF (strong): th(10822.737278725639)=0.1583432356953854; dx=1.8841135626939937E-6 evalInputDelta=0.013386701920411498
END: th(2705.6843196814098)=0.1620498931333067; dx=-2.797414844975574E-6 evalInputDelta=0.009680044482490185
Fitness changed from 0.17172993761579688 to 0.1583432356953854
Iteration 28 complete. Error: 0.1583432356953854 Total: 1.2603; Orientation: 0.0903; Line Search: 1.0261
th(0)=0.1583432356953854;dx=-1.747921226750031E-6
New Minimum: 0.1583432356953854 > 0.15151751421696025
END: th(5829.220158596946)=0.15151751421696025; dx=-5.939774467315564E-7 evalInputDelta=0.00682572147842514
Fitness changed from 0.1583432356953854 to 0.15151751421696025
Iteration 29 complete. Error: 0.15151751421696025 Total: 0.6634; Orientation: 0.0904; Line Search: 0.4285
th(0)=0.15151751421696025;dx=-4.223984976686232E-7
New Minimum: 0.15151751421696025 > 0.14660347696908946
END: th(12558.67412551442)=0.14660347696908946; dx=-3.6017412086717157E-7 evalInputDelta=0.0049140372478707894
Fitness changed from 0.15151751421696025 to 0.14660347696908946
Iteration 30 complete. Error: 0.14660347696908946 Total: 0.6534; Orientation: 0.0894; Line Search: 0.4229
th(0)=0.14660347696908946;dx=-3.94752576520176E-7
New Minimum: 0.14660347696908946 > 0.137264351459402
END: th(27056.8431968141)=0.137264351459402; dx=-2.9558113623069805E-7 evalInputDelta=0.009339125509687463
Fitness changed from 0.14660347696908946 to 0.137264351459402
Iteration 31 complete. Error: 0.137264351459402 Total: 0.6546; Orientation: 0.0873; Line Search: 0.4246
th(0)=0.137264351459402;dx=-5.132529871905996E-7
Armijo: th(58292.20158596947)=0.1523346854314887; dx=1.030314740291859E-6 evalInputDelta=-0.015070333972086708
New Minimum: 0.137264351459402 > 0.1335522733039448
WOLF (strong): th(29146.100792984736)=0.1335522733039448; dx=2.5853087655062957E-7 evalInputDelta=0.0037120781554571824
New Minimum: 0.1335522733039448 > 0.13352760426502727
END: th(9715.366930994913)=0.13352760426502727; dx=-2.5599169927685656E-7 evalInputDelta=0.0037367471943747232
Fitness changed from 0.137264351459402 to 0.13352760426502727
Iteration 32 complete. Error: 0.13352760426502727 Total: 1.0894; Orientation: 0.0919; Line Search: 0.8541
Final threshold in iteration 32: 0.13352760426502727 (> 0.0) after 30.557s (< 30.000s)