Reset training subject: 551015479328 BACKPROP_AGG_SIZE = 3 THREADS = 64 SINGLE_THREADED = false Initialized CoreSettings = { "backpropAggregationSize" : 3, "jvmThreads" : 64, "singleThreaded" : false } Reset training subject: 551049380409 Constructing line search parameters: GD th(0)=6.348754967858289;dx=-0.35491685591903666 New Minimum: 6.348754967858289 > 5.625441380892864 END: th(2.154434690031884)=5.625441380892864; dx=-0.3152874878523754 evalInputDelta=0.7233135869654248 Fitness changed from 6.348754967858289 to 5.625441380892864 Iteration 1 complete. Error: 5.625441380892864 Total: 0.0792; Orientation: 0.0033; Line Search: 0.0269 th(0)=5.625441380892864;dx=-0.2809335642048333 New Minimum: 5.625441380892864 > 4.503504226472425 END: th(4.641588833612779)=4.503504226472425; dx=-0.19913884152845376 evalInputDelta=1.121937154420439 Fitness changed from 5.625441380892864 to 4.503504226472425 Iteration 2 complete. Error: 4.503504226472425 Total: 0.0261; Orientation: 0.0011; Line Search: 0.0184 th(0)=4.503504226472425;dx=-0.14367082183960722 New Minimum: 4.503504226472425 > 3.5458644308943468 END: th(10.000000000000002)=3.5458644308943468; dx=-0.04919854107464198 evalInputDelta=0.9576397955780784 Fitness changed from 4.503504226472425 to 3.5458644308943468 Iteration 3 complete. Error: 3.5458644308943468 Total: 0.0251; Orientation: 0.0010; Line Search: 0.0188 th(0)=3.5458644308943468;dx=-0.020786174232093904 New Minimum: 3.5458644308943468 > 3.357179346132849 WOLF (strong): th(21.544346900318843)=3.357179346132849; dx=0.0032114041979105857 evalInputDelta=0.1886850847614978 END: th(10.772173450159421)=3.385463036189157; dx=-0.008763586075308994 evalInputDelta=0.16040139470518966 Fitness changed from 3.5458644308943468 to 3.357179346132849 Iteration 4 complete. Error: 3.357179346132849 Total: 0.0309; Orientation: 0.0012; Line Search: 0.0245 th(0)=3.357179346132849;dx=-0.002662933092976458 New Minimum: 3.357179346132849 > 3.3417410728590546 WOLF (strong): th(23.2079441680639)=3.3417410728590546; dx=0.0014291079431895718 evalInputDelta=0.015438273273794323 New Minimum: 3.3417410728590546 > 3.337507554221825 END: th(11.60397208403195)=3.337507554221825; dx=-6.898703762979494E-4 evalInputDelta=0.019671791911024084 Fitness changed from 3.357179346132849 to 3.337507554221825 Iteration 5 complete. Error: 3.337507554221825 Total: 0.0326; Orientation: 0.0011; Line Search: 0.0241 th(0)=3.337507554221825;dx=-3.2339531895205815E-4 New Minimum: 3.337507554221825 > 3.3327700020265967 END: th(25.000000000000007)=3.3327700020265967; dx=-5.475549619588996E-5 evalInputDelta=0.004737552195228201 Fitness changed from 3.337507554221825 to 3.3327700020265967 Iteration 6 complete. Error: 3.3327700020265967 Total: 0.0235; Orientation: 0.0009; Line Search: 0.0176 th(0)=3.3327700020265967;dx=-1.0763615872089683E-4 Armijo: th(53.860867250797114)=3.333526998454155; dx=1.3206600961409315E-4 evalInputDelta=-7.569964275582208E-4 New Minimum: 3.3327700020265967 > 3.3315333763420427 WOLF (strong): th(26.930433625398557)=3.3315333763420427; dx=1.4976275950935624E-5 evalInputDelta=0.0012366256845539603 END: th(8.976811208466186)=3.3319900146317165; dx=-6.622551549319904E-5 evalInputDelta=7.799873948801661E-4 Fitness changed from 3.3327700020265967 to 3.3315333763420427 Iteration 7 complete. Error: 3.3315333763420427 Total: 0.0405; Orientation: 0.0008; Line Search: 0.0317 th(0)=3.3315333763420427;dx=-6.983020960653365E-5 New Minimum: 3.3315333763420427 > 3.3309535383446396 WOLF (strong): th(19.33995347338659)=3.3309535383446396; dx=1.0128846166892422E-5 evalInputDelta=5.79837997403132E-4 END: th(9.669976736693295)=3.331050120720545; dx=-3.0046726894923576E-5 evalInputDelta=4.832556214977579E-4 Fitness changed from 3.3315333763420427 to 3.3309535383446396 Iteration 8 complete. Error: 3.3309535383446396 Total: 0.0449; Orientation: 0.0016; Line Search: 0.0375 th(0)=3.3309535383446396;dx=-2.260189299861668E-5 New Minimum: 3.3309535383446396 > 3.330715764313993 END: th(20.833333333333346)=3.330715764313993; dx=-2.6970982640150527E-7 evalInputDelta=2.3777403064650926E-4 Fitness changed from 3.3309535383446396 to 3.330715764313993 Iteration 9 complete. Error: 3.330715764313993 Total: 0.0295; Orientation: 0.0009; Line Search: 0.0234 th(0)=3.330715764313993;dx=-1.0766896463390678E-5 New Minimum: 3.330715764313993 > 3.330687623193279 WOLF (strong): th(44.88405604233094)=3.330687623193279; dx=9.524612310590385E-6 evalInputDelta=2.814112071414243E-5 New Minimum: 3.330687623193279 > 3.3305878404786258 END: th(22.44202802116547)=3.3305878404786258; dx=-6.29891789842976E-7 evalInputDelta=1.2792383536730512E-4 Fitness changed from 3.330715764313993 to 3.3305878404786258 Iteration 10 complete. Error: 3.3305878404786258 Total: 0.0196; Orientation: 0.0007; Line Search: 0.0148 th(0)=3.3305878404786258;dx=-6.315247708954912E-6 Armijo: th(48.34988368346648)=3.3306041690093005; dx=6.958262173624438E-6 evalInputDelta=-1.6328530674680763E-5 New Minimum: 3.3305878404786258 > 3.3305157801280387 WOLF (strong): th(24.17494184173324)=3.3305157801280387; dx=3.4582105503653287E-7 evalInputDelta=7.20603505870443E-5 END: th(8.058313947244413)=3.3305459208510806; dx=-4.089675057515547E-6 evalInputDelta=4.191962754518386E-5 Fitness changed from 3.3305878404786258 to 3.3305157801280387 Iteration 11 complete. Error: 3.3305157801280387 Total: 0.0225; Orientation: 0.0005; Line Search: 0.0186 th(0)=3.3305157801280387;dx=-4.6021440992668666E-6 New Minimum: 3.3305157801280387 > 3.3304723985890106 END: th(17.36111111111112)=3.3304723985890106; dx=-3.9399633642799167E-7 evalInputDelta=4.338153902816444E-5 Fitness changed from 3.3305157801280387 to 3.3304723985890106 Iteration 12 complete. Error: 3.3304723985890106 Total: 0.0190; Orientation: 0.0006; Line Search: 0.0136 th(0)=3.3304723985890106;dx=-1.8060762141935708E-6 New Minimum: 3.3304723985890106 > 3.33044419120802 WOLF (strong): th(37.40338003527578)=3.33044419120802; dx=2.953632720999644E-7 evalInputDelta=2.8207380990519226E-5 END: th(18.70169001763789)=3.330448469778824; dx=-7.535316039171802E-7 evalInputDelta=2.3928810186646388E-5 Fitness changed from 3.3304723985890106 to 3.33044419120802 Iteration 13 complete. Error: 3.33044419120802 Total: 0.0199; Orientation: 0.0005; Line Search: 0.0162 th(0)=3.33044419120802;dx=-3.011198049170524E-6 Armijo: th(40.291569736222066)=3.3304991656973377; dx=5.748451975098455E-6 evalInputDelta=-5.4974489317682895E-5 New Minimum: 3.33044419120802 > 3.3304275600446545 WOLF (strong): th(20.145784868111033)=3.3304275600446545; dx=1.3623113998969145E-6 evalInputDelta=1.663116336558801E-5 END: th(6.715261622703678)=3.330428859326747; dx=-1.5548311921949493E-6 evalInputDelta=1.533188127300633E-5 Fitness changed from 3.33044419120802 to 3.3304275600446545 Iteration 14 complete. Error: 3.3304275600446545 Total: 0.0281; Orientation: 0.0008; Line Search: 0.0224 th(0)=3.3304275600446545;dx=-1.7172601083867402E-6 New Minimum: 3.3304275600446545 > 3.33041544931415 WOLF (strong): th(14.467592592592604)=3.33041544931415; dx=4.253149499197301E-8 evalInputDelta=1.2110730504666378E-5 END: th(7.233796296296302)=3.3304183221803996; dx=-8.369583847521737E-7 evalInputDelta=9.237864254885153E-6 Fitness changed from 3.3304275600446545 to 3.33041544931415 Iteration 15 complete. Error: 3.33041544931415 Total: 0.0228; Orientation: 0.0009; Line Search: 0.0180 th(0)=3.33041544931415;dx=-3.806423410953639E-7 New Minimum: 3.33041544931415 > 3.330410922207433 END: th(15.584741681364912)=3.330410922207433; dx=-2.0033777020681312E-7 evalInputDelta=4.527106716611939E-6 Fitness changed from 3.33041544931415 to 3.330410922207433 Iteration 16 complete. Error: 3.330410922207433 Total: 0.0130; Orientation: 0.0006; Line Search: 0.0092 th(0)=3.330410922207433;dx=-2.2419534225441603E-7 New Minimum: 3.330410922207433 > 3.3304052078995325 END: th(33.576308113518394)=3.3304052078995325; dx=-1.1626681170476468E-7 evalInputDelta=5.714307900639426E-6 Fitness changed from 3.330410922207433 to 3.3304052078995325 Iteration 17 complete. Error: 3.3304052078995325 Total: 0.0130; Orientation: 0.0007; Line Search: 0.0087 th(0)=3.3304052078995325;dx=-1.715630291122467E-7 Armijo: th(72.33796296296303)=3.3304104604888436; dx=3.1680248164987563E-7 evalInputDelta=-5.252589311055544E-6 New Minimum: 3.3304052078995325 > 3.3304034182612576 WOLF (strong): th(36.16898148148152)=3.3304034182612576; dx=7.26078283757759E-8 evalInputDelta=1.7896382749071904E-6 END: th(12.056327160493838)=3.3304036300911415; dx=-9.01758844675777E-8 evalInputDelta=1.5778083910511498E-6 Fitness changed from 3.3304052078995325 to 3.3304034182612576 Iteration 18 complete. Error: 3.3304034182612576 Total: 0.0442; Orientation: 0.0005; Line Search: 0.0411 th(0)=3.3304034182612576;dx=-3.846113996658518E-7 Armijo: th(25.974569468941525)=3.3304036774735812; dx=4.043306130927573E-7 evalInputDelta=-2.5921232360559543E-7 New Minimum: 3.3304034182612576 > 3.3304009863072244 WOLF (strong): th(12.987284734470762)=3.3304009863072244; dx=1.0039395540436704E-8 evalInputDelta=2.431954033266237E-6 END: th(4.329094911490254)=3.3304020380876644; dx=-2.530219297573552E-7 evalInputDelta=1.3801735931906478E-6 Fitness changed from 3.3304034182612576 to 3.3304009863072244 Iteration 19 complete. Error: 3.3304009863072244 Total: 0.0217; Orientation: 0.0005; Line Search: 0.0182 th(0)=3.3304009863072244;dx=-5.183730902553306E-8 New Minimum: 3.3304009863072244 > 3.3304005565875867 END: th(9.326752253755112)=3.3304005565875867; dx=-4.031082725220764E-8 evalInputDelta=4.297196376512602E-7 Fitness changed from 3.3304009863072244 to 3.3304005565875867 Iteration 20 complete. Error: 3.3304005565875867 Total: 0.0120; Orientation: 0.0005; Line Search: 0.0081 th(0)=3.3304005565875867;dx=-3.610394886471381E-8 New Minimum: 3.3304005565875867 > 3.330399893545908 END: th(20.093878600823068)=3.330399893545908; dx=-2.9892445110955334E-8 evalInputDelta=6.63041678894416E-7 Fitness changed from 3.3304005565875867 to 3.330399893545908 Iteration 21 complete. Error: 3.330399893545908 Total: 0.0150; Orientation: 0.0005; Line Search: 0.0117 th(0)=3.330399893545908;dx=-2.542342691672884E-8 New Minimum: 3.330399893545908 > 3.3303989943529286 END: th(43.29094911490255)=3.3303989943529286; dx=-1.612389638528812E-8 evalInputDelta=8.991929791868358E-7 Fitness changed from 3.330399893545908 to 3.3303989943529286 Iteration 22 complete. Error: 3.3303989943529286 Total: 0.0258; Orientation: 0.0005; Line Search: 0.0077 th(0)=3.3303989943529286;dx=-1.2317298283091007E-8 New Minimum: 3.3303989943529286 > 3.3303987520048324 WOLF (strong): th(93.26752253755113)=3.3303987520048324; dx=7.114034015750059E-9 evalInputDelta=2.4234809625767184E-7 New Minimum: 3.3303987520048324 > 3.3303986466399067 END: th(46.633761268775565)=3.3303986466399067; dx=-2.596812332987286E-9 evalInputDelta=3.477130219309288E-7 Fitness changed from 3.3303989943529286 to 3.3303986466399067 Iteration 23 complete. Error: 3.3303986466399067 Total: 0.0169; Orientation: 0.0006; Line Search: 0.0130 th(0)=3.3303986466399067;dx=-1.8649661903078834E-8 Armijo: th(100.46939300411536)=3.3304034173470334; dx=1.1358254151973494E-7 evalInputDelta=-4.77070712667782E-6 Armijo: th(50.23469650205768)=3.3303993713291034; dx=4.749305588714614E-8 evalInputDelta=-7.246891966516955E-7 New Minimum: 3.3303986466399067 > 3.330398519002172 WOLF (strong): th(16.744898834019228)=3.330398519002172; dx=3.403730504899257E-9 evalInputDelta=1.2763773460378047E-7 END: th(4.186224708504807)=3.330398580109546; dx=-1.3135773093554858E-8 evalInputDelta=6.653036077608476E-8 Fitness changed from 3.3303986466399067 to 3.330398519002172 Iteration 24 complete. Error: 3.330398519002172 Total: 0.0248; Orientation: 0.0021; Line Search: 0.0196 th(0)=3.330398519002172;dx=-7.2037298550842196E-9 New Minimum: 3.330398519002172 > 3.3303984690525112 END: th(9.018947732271368)=3.3303984690525112; dx=-3.872849968410688E-9 evalInputDelta=4.994966085192232E-8 Fitness changed from 3.330398519002172 to 3.3303984690525112 Iteration 25 complete. Error: 3.3303984690525112 Total: 0.0109; Orientation: 0.0004; Line Search: 0.0077 th(0)=3.3303984690525112;dx=-3.091409241509729E-9 New Minimum: 3.3303984690525112 > 3.33039841537527 END: th(19.430733861989825)=3.33039841537527; dx=-2.4336179436441728E-9 evalInputDelta=5.367724131843943E-8 Fitness changed from 3.3303984690525112 to 3.33039841537527 Iteration 26 complete. Error: 3.33039841537527 Total: 0.0448; Orientation: 0.0006; Line Search: 0.0417 th(0)=3.33039841537527;dx=-2.231262526284102E-9 New Minimum: 3.33039841537527 > 3.330398341988446 END: th(41.862247085048075)=3.330398341988446; dx=-1.2749790841283748E-9 evalInputDelta=7.338682372903804E-8 Fitness changed from 3.33039841537527 to 3.330398341988446 Iteration 27 complete. Error: 3.330398341988446 Total: 0.0115; Orientation: 0.0005; Line Search: 0.0084 th(0)=3.330398341988446;dx=-1.5833682181401365E-9 Armijo: th(90.18947732271369)=3.3303984395230186; dx=3.746267200532132E-9 evalInputDelta=-9.753457241856722E-8 New Minimum: 3.330398341988446 > 3.3303983306711005 WOLF (strong): th(45.09473866135684)=3.3303983306711005; dx=1.0814363391964629E-9 evalInputDelta=1.1317345727235306E-8 New Minimum: 3.3303983306711005 > 3.330398324863931 END: th(15.031579553785614)=3.330398324863931; dx=-6.95103050025185E-10 evalInputDelta=1.7124515139244068E-8 Fitness changed from 3.330398341988446 to 3.330398324863931 Iteration 28 complete. Error: 3.330398324863931 Total: 0.0200; Orientation: 0.0005; Line Search: 0.0156 th(0)=3.330398324863931;dx=-8.755595029991991E-10 New Minimum: 3.330398324863931 > 3.3303983031978737 END: th(32.38455643664971)=3.3303983031978737; dx=-4.625083067323576E-10 evalInputDelta=2.166605739262195E-8 Fitness changed from 3.330398324863931 to 3.3303983031978737 Iteration 29 complete. Error: 3.3303983031978737 Total: 0.0105; Orientation: 0.0005; Line Search: 0.0071 th(0)=3.3303983031978737;dx=-7.444274709521177E-10 Armijo: th(69.77041180841347)=3.3303983219496778; dx=1.28196612782478E-9 evalInputDelta=-1.8751804109484738E-8 New Minimum: 3.3303983031978737 > 3.3303982949009856 WOLF (strong): th(34.885205904206735)=3.3303982949009856; dx=2.6876195718375737E-10 evalInputDelta=8.29688806547324E-9 END: th(11.628401968068912)=3.3303982965049896; dx=-4.066993117341053E-10 evalInputDelta=6.6928840247726384E-9 Fitness changed from 3.3303983031978737 to 3.3303982949009856 Iteration 30 complete. Error: 3.3303982949009856 Total: 0.0155; Orientation: 0.0005; Line Search: 0.0126 th(0)=3.3303982949009856;dx=-1.5817461338257273E-9 New Minimum: 3.3303982949009856 > 3.330398293681056 WOLF (strong): th(25.052632589642695)=3.330398293681056; dx=1.4842933637897591E-9 evalInputDelta=1.2199294907588865E-9 New Minimum: 3.330398293681056 > 3.330398284689476 END: th(12.526316294821347)=3.330398284689476; dx=-4.867882731094095E-11 evalInputDelta=1.0211509415825049E-8 Fitness changed from 3.3303982949009856 to 3.330398284689476 Iteration 31 complete. Error: 3.330398284689476 Total: 0.0112; Orientation: 0.0004; Line Search: 0.0085 th(0)=3.330398284689476;dx=-2.35624421251628E-10 New Minimum: 3.330398284689476 > 3.3303982797320906 END: th(26.987130363874765)=3.3303982797320906; dx=-1.3176594805641053E-10 evalInputDelta=4.957385613124643E-9 Fitness changed from 3.330398284689476 to 3.3303982797320906 Iteration 32 complete. Error: 3.3303982797320906 Total: 0.0088; Orientation: 0.0004; Line Search: 0.0061 th(0)=3.3303982797320906;dx=-1.8901551248855094E-10 New Minimum: 3.3303982797320906 > 3.330398278665169 WOLF (strong): th(58.14200984034457)=3.330398278665169; dx=1.5230808168460687E-10 evalInputDelta=1.0669216621295163E-9 New Minimum: 3.330398278665169 > 3.3303982767179745 END: th(29.071004920172285)=3.3303982767179745; dx=-1.8348540254664235E-11 evalInputDelta=3.014116067845407E-9 Fitness changed from 3.3303982797320906 to 3.3303982767179745 Iteration 33 complete. Error: 3.3303982767179745 Total: 0.0160; Orientation: 0.0005; Line Search: 0.0126 th(0)=3.3303982767179745;dx=-2.2912079852500578E-10 Armijo: th(62.631581474106746)=3.330398289462618; dx=6.36104696430951E-10 evalInputDelta=-1.2744643562712099E-8 New Minimum: 3.3303982767179745 > 3.330398276316491 WOLF (strong): th(31.315790737053373)=3.330398276316491; dx=2.034828667291761E-10 evalInputDelta=4.014832910570476E-10 New Minimum: 3.330398276316491 > 3.330398275078892 END: th(10.438596912351125)=3.330398275078892; dx=-8.4921597962565E-11 evalInputDelta=1.6390826473866582E-9 Fitness changed from 3.3303982767179745 to 3.330398275078892 Iteration 34 complete. Error: 3.330398275078892 Total: 0.0179; Orientation: 0.0008; Line Search: 0.0138 Low gradient: 8.490197980253805E-6 th(0)=3.330398275078892;dx=-7.208346174390579E-11 New Minimum: 3.330398275078892 > 3.3303982735982856 END: th(22.489275303228975)=3.3303982735982856; dx=-5.958896379052003E-11 evalInputDelta=1.4806063042271944E-9 Fitness changed from 3.330398275078892 to 3.3303982735982856 Iteration 35 complete. Error: 3.3303982735982856 Total: 0.0105; Orientation: 0.0005; Line Search: 0.0071 Low gradient: 7.111842772151199E-6 th(0)=3.3303982735982856;dx=-5.057830761579924E-11 New Minimum: 3.3303982735982856 > 3.330398271618475 END: th(48.451674866953816)=3.330398271618475; dx=-3.1145487102725915E-11 evalInputDelta=1.9798105377333286E-9 Fitness changed from 3.3303982735982856 to 3.330398271618475 Iteration 36 complete. Error: 3.330398271618475 Total: 0.0086; Orientation: 0.0005; Line Search: 0.0059 Low gradient: 5.079519892762587E-6 th(0)=3.330398271618475;dx=-2.580152234097084E-11 Armijo: th(104.38596912351126)=3.3303982720781824; dx=3.460876556274492E-11 evalInputDelta=-4.5970738327127947E-10 New Minimum: 3.330398271618475 > 3.33039827106008 WOLF (strong): th(52.19298456175563)=3.33039827106008; dx=4.404081829529401E-12 evalInputDelta=5.583951079302096E-10 END: th(17.39766152058521)=3.330398271257174; dx=-1.573288534286641E-11 evalInputDelta=3.6130121117139424E-10 Fitness changed from 3.330398271618475 to 3.33039827106008 Iteration 37 complete. Error: 3.33039827106008 Total: 0.0136; Orientation: 0.0004; Line Search: 0.0108 Low gradient: 8.59811263880831E-6 th(0)=3.33039827106008;dx=-7.39275409496352E-11 Armijo: th(37.48212550538163)=3.3303982725271153; dx=1.5220516019464217E-10 evalInputDelta=-1.4670353820633864E-9 New Minimum: 3.33039827106008 > 3.3303982707341064 WOLF (strong): th(18.741062752690816)=3.3303982707341064; dx=3.9139986549461267E-11 evalInputDelta=3.259734704386119E-10 New Minimum: 3.3303982707341064 > 3.330398270715977 END: th(6.247020917563606)=3.330398270715977; dx=-3.623810370269933E-11 evalInputDelta=3.4410296834153087E-10 Fitness changed from 3.33039827106008 to 3.330398270715977 Iteration 38 complete. Error: 3.330398270715977 Total: 0.0396; Orientation: 0.0004; Line Search: 0.0370 Low gradient: 4.445094973068502E-6 th(0)=3.330398270715977;dx=-1.975886931959887E-11 New Minimum: 3.330398270715977 > 3.3303982705559663 END: th(13.45879857415384)=3.3303982705559663; dx=-4.018958778164207E-12 evalInputDelta=1.6001067137949576E-10 Fitness changed from 3.330398270715977 to 3.3303982705559663 Iteration 39 complete. Error: 3.3303982705559663 Total: 0.0108; Orientation: 0.0006; Line Search: 0.0072 Low gradient: 2.5917254980807282E-6 th(0)=3.3303982705559663;dx=-6.717041057401797E-12 New Minimum: 3.3303982705559663 > 3.330398270403067 END: th(28.99610253430869)=3.330398270403067; dx=-3.8292191299724335E-12 evalInputDelta=1.528994708621667E-10 Fitness changed from 3.3303982705559663 to 3.330398270403067 Iteration 40 complete. Error: 3.330398270403067 Total: 0.0118; Orientation: 0.0008; Line Search: 0.0080 Low gradient: 2.3383035233701423E-6 th(0)=3.330398270403067;dx=-5.467663367405222E-12 Armijo: th(62.470209175636064)=3.3303982704065023; dx=5.577601065838376E-12 evalInputDelta=-3.4354741274000844E-12 New Minimum: 3.330398270403067 > 3.330398270318534 WOLF (strong): th(31.235104587818032)=3.330398270318534; dx=5.499958282331694E-14 evalInputDelta=8.453282518416927E-11 END: th(10.411701529272678)=3.3303982703557224; dx=-3.6267688878652068E-12 evalInputDelta=4.7344350662115176E-11 Fitness changed from 3.330398270403067 to 3.330398270318534 Iteration 41 complete. Error: 3.330398270318534 Total: 0.0278; Orientation: 0.0007; Line Search: 0.0212 Low gradient: 2.8051141845664256E-6 th(0)=3.330398270318534;dx=-7.868665588455764E-12 New Minimum: 3.330398270318534 > 3.330398270273558 WOLF (strong): th(22.431330956923073)=3.330398270273558; dx=3.858576445331448E-12 evalInputDelta=4.497602290598479E-11 New Minimum: 3.330398270273558 > 3.3303982702631636 END: th(11.215665478461537)=3.3303982702631636; dx=-2.0050539269643682E-12 evalInputDelta=5.537037495173536E-11 Fitness changed from 3.330398270318534 to 3.3303982702631636 Iteration 42 complete. Error: 3.3303982702631636 Total: 0.0193; Orientation: 0.0006; Line Search: 0.0134 Low gradient: 1.3964062291118002E-6 th(0)=3.3303982702631636;dx=-1.9499503567022374E-12 New Minimum: 3.3303982702631636 > 3.3303982702201864 END: th(24.16341877859058)=3.3303982702201864; dx=-1.6072865182803554E-12 evalInputDelta=4.297717737244966E-11 Fitness changed from 3.3303982702631636 to 3.3303982702201864 Iteration 43 complete. Error: 3.3303982702201864 Total: 0.0410; Orientation: 0.0006; Line Search: 0.0074 Low gradient: 1.1554404300971398E-6 th(0)=3.3303982702201864;dx=-1.3350425875030632E-12 New Minimum: 3.3303982702201864 > 3.330398270164042 END: th(52.058507646363395)=3.330398270164042; dx=-8.219252164825596E-13 evalInputDelta=5.6144422444504016E-11 Fitness changed from 3.3303982702201864 to 3.330398270164042 Iteration 44 complete. Error: 3.330398270164042 Total: 0.0112; Orientation: 0.0007; Line Search: 0.0075 Low gradient: 7.572852752501365E-7 th(0)=3.330398270164042;dx=-5.734809881106751E-13 New Minimum: 3.330398270164042 > 3.3303982701515245 WOLF (strong): th(112.15665478461537)=3.3303982701515245; dx=3.502566391958508E-13 evalInputDelta=1.2517542558043715E-11 New Minimum: 3.3303982701515245 > 3.3303982701448325 END: th(56.078327392307685)=3.3303982701448325; dx=-1.1160899369886952E-13 evalInputDelta=1.920952286127431E-11 Fitness changed from 3.330398270164042 to 3.3303982701448325 Iteration 45 complete. Error: 3.3303982701448325 Total: 0.0174; Orientation: 0.0006; Line Search: 0.0139 Low gradient: 1.009253588170305E-6 th(0)=3.3303982701448325;dx=-1.0185928052346356E-12 Armijo: th(120.81709389295291)=3.3303982705828887; dx=8.270162352254073E-12 evalInputDelta=-4.380562579342495E-10 Armijo: th(60.408546946476456)=3.3303982702235806; dx=3.6257680167490045E-12 evalInputDelta=-7.874811913666235E-11 New Minimum: 3.3303982701448325 > 3.3303982701399084 WOLF (strong): th(20.136182315492153)=3.3303982701399084; dx=5.295237443229046E-13 evalInputDelta=4.924061158817494E-12 END: th(5.034045578873038)=3.3303982701406794; dx=-6.315640170524479E-13 evalInputDelta=4.1531222905177856E-12 Fitness changed from 3.3303982701448325 to 3.3303982701399084 Iteration 46 complete. Error: 3.3303982701399084 Total: 0.0305; Orientation: 0.0008; Line Search: 0.0261 Low gradient: 8.442625347202744E-7 th(0)=3.3303982701399084;dx=-7.127792275323027E-13 New Minimum: 3.3303982701399084 > 3.330398270135312 END: th(10.84552242632571)=3.330398270135312; dx=-1.3495758229514854E-13 evalInputDelta=4.596323321948148E-12 Fitness changed from 3.3303982701399084 to 3.330398270135312 Iteration 47 complete. Error: 3.330398270135312 Total: 0.0099; Orientation: 0.0005; Line Search: 0.0065 Low gradient: 3.429784841135074E-7 th(0)=3.330398270135312;dx=-1.1763424056479946E-13 New Minimum: 3.330398270135312 > 3.3303982701327945 END: th(23.365969746794875)=3.3303982701327945; dx=-9.78064409735454E-14 evalInputDelta=2.517541730640005E-12 Fitness changed from 3.330398270135312 to 3.3303982701327945 Iteration 48 complete. Error: 3.3303982701327945 Total: 0.0091; Orientation: 0.0005; Line Search: 0.0062 Low gradient: 2.859221583557056E-7 th(0)=3.3303982701327945;dx=-8.175148063878521E-14 New Minimum: 3.3303982701327945 > 3.3303982701294332 END: th(50.34045578873039)=3.3303982701294332; dx=-5.1818883594710264E-14 evalInputDelta=3.361311229355124E-12 Fitness changed from 3.3303982701327945 to 3.3303982701294332 Iteration 49 complete. Error: 3.3303982701294332 Total: 0.0094; Orientation: 0.0004; Line Search: 0.0065 Low gradient: 1.8788066535859962E-7 th(0)=3.3303982701294332;dx=-3.52991444155901E-14 New Minimum: 3.3303982701294332 > 3.3303982701279446 WOLF (strong): th(108.45522426325711)=3.3303982701279446; dx=7.852620689890512E-15 evalInputDelta=1.4885870314174099E-12 END: th(54.227612131628554)=3.3303982701281036; dx=-1.3723215422722298E-14 evalInputDelta=1.3296030942910875E-12 Fitness changed from 3.3303982701294332 to 3.3303982701279446 Iteration 50 complete. Error: 3.3303982701279446 Total: 0.0130; Orientation: 0.0004; Line Search: 0.0098 Low gradient: 3.7145126278406566E-7 th(0)=3.3303982701279446;dx=-1.3797604062387699E-13 Armijo: th(116.82984873397439)=3.3303982701959947; dx=1.3029159648235935E-12 evalInputDelta=-6.805001007137434E-11 Armijo: th(58.414924366987194)=3.3303982701409267; dx=5.8246916647342E-13 evalInputDelta=-1.298205987154688E-11 New Minimum: 3.3303982701279446 > 3.3303982701275956 WOLF (strong): th(19.471641455662397)=3.3303982701275956; dx=1.0217218492435847E-13 evalInputDelta=3.490541189421492E-13 New Minimum: 3.3303982701275956 > 3.330398270127419 END: th(4.867910363915599)=3.330398270127419; dx=-7.793900081090829E-14 evalInputDelta=5.258016244624741E-13 Fitness changed from 3.3303982701279446 to 3.330398270127419 Iteration 51 complete. Error: 3.330398270127419 Total: 0.0346; Orientation: 0.0004; Line Search: 0.0314 Low gradient: 2.1051271124333402E-7 th(0)=3.330398270127419;dx=-4.431560159501933E-14 New Minimum: 3.330398270127419 > 3.330398270127167 END: th(10.487594955985498)=3.330398270127167; dx=-3.7184601346819976E-15 evalInputDelta=2.517985819849855E-13 Fitness changed from 3.330398270127419 to 3.330398270127167 Iteration 52 complete. Error: 3.330398270127167 Total: 0.0104; Orientation: 0.0006; Line Search: 0.0071 Low gradient: 3.89297212570795E-8 th(0)=3.330398270127167;dx=-1.5155231971539078E-15 New Minimum: 3.330398270127167 > 3.330398270127138 END: th(22.594838388178566)=3.330398270127138; dx=-1.038055813484174E-15 evalInputDelta=2.886579864025407E-14 Fitness changed from 3.330398270127167 to 3.330398270127138 Iteration 53 complete. Error: 3.330398270127138 Total: 0.0106; Orientation: 0.0006; Line Search: 0.0073 Low gradient: 3.3309668431743716E-8 th(0)=3.330398270127138;dx=-1.109534011032704E-15 New Minimum: 3.330398270127138 > 3.330398270127106 END: th(48.679103639156)=3.330398270127106; dx=-2.0141635223415702E-16 evalInputDelta=3.197442310920451E-14 Fitness changed from 3.330398270127138 to 3.330398270127106 Iteration 54 complete. Error: 3.330398270127106 Total: 0.0198; Orientation: 0.0006; Line Search: 0.0164 Low gradient: 4.3490729826220976E-8 th(0)=3.330398270127106;dx=-1.8914435808173466E-15 Armijo: th(104.875949559855)=3.33039827012765; dx=1.2262508482765424E-14 evalInputDelta=-5.440092820663267E-13 Armijo: th(52.4379747799275)=3.3303982701271932; dx=5.185532272180291E-15 evalInputDelta=-8.704148513061227E-14 New Minimum: 3.330398270127106 > 3.3303982701270938 WOLF (strong): th(17.4793249266425)=3.3303982701270938; dx=4.675483309231152E-16 evalInputDelta=1.2434497875801753E-14 END: th(4.369831231660625)=3.3303982701270995; dx=-1.3016956067004388E-15 evalInputDelta=6.661338147750939E-15 Fitness changed from 3.330398270127106 to 3.3303982701270938 Iteration 55 complete. Error: 3.3303982701270938 Total: 0.0255; Orientation: 0.0005; Line Search: 0.0224 Low gradient: 2.8193509578400276E-8 th(0)=3.3303982701270938;dx=-7.948739823473481E-16 New Minimum: 3.3303982701270938 > 3.3303982701270884 END: th(9.414515995074405)=3.3303982701270884; dx=-3.7244309480496423E-16 evalInputDelta=5.329070518200751E-15 Fitness changed from 3.3303982701270938 to 3.3303982701270884 Iteration 56 complete. Error: 3.3303982701270884 Total: 0.0105; Orientation: 0.0005; Line Search: 0.0072 Low gradient: 1.7051577952713205E-8 th(0)=3.3303982701270884;dx=-2.9075631067745515E-16 New Minimum: 3.3303982701270884 > 3.3303982701270827 END: th(20.28295984964834)=3.3303982701270827; dx=-2.2976980827833806E-16 evalInputDelta=5.773159728050814E-15 Fitness changed from 3.3303982701270884 to 3.3303982701270827 Iteration 57 complete. Error: 3.3303982701270827 Total: 0.0103; Orientation: 0.0005; Line Search: 0.0068 Low gradient: 1.4564677494849596E-8 th(0)=3.3303982701270827;dx=-2.1212983052897829E-16 New Minimum: 3.3303982701270827 > 3.330398270127076 END: th(43.69831231660626)=3.330398270127076; dx=-1.1895108107153414E-16 evalInputDelta=6.661338147750939E-15 Fitness changed from 3.3303982701270827 to 3.330398270127076 Iteration 58 complete. Error: 3.330398270127076 Total: 0.0100; Orientation: 0.0005; Line Search: 0.0067 Low gradient: 1.2708297525282563E-8 th(0)=3.330398270127076;dx=-1.6150082599110294E-16 Armijo: th(94.14515995074406)=3.3303982701270898; dx=4.468268134146452E-16 evalInputDelta=-1.3766765505351941E-14 New Minimum: 3.330398270127076 > 3.3303982701270756 WOLF (strong): th(47.07257997537203)=3.3303982701270756; dx=1.4266300152594928E-16 evalInputDelta=4.440892098500626E-16 New Minimum: 3.3303982701270756 > 3.3303982701270742 END: th(15.690859991790676)=3.3303982701270742; dx=-6.011288165736689E-17 evalInputDelta=1.7763568394002505E-15 Fitness changed from 3.330398270127076 to 3.3303982701270742 Iteration 59 complete. Error: 3.3303982701270742 Total: 0.0165; Orientation: 0.0005; Line Search: 0.0134 Low gradient: 9.351772429675171E-9 th(0)=3.3303982701270742;dx=-8.745564757643264E-17 New Minimum: 3.3303982701270742 > 3.3303982701270725 END: th(33.80493308274723)=3.3303982701270725; dx=-3.6298083094598884E-17 evalInputDelta=1.7763568394002505E-15 Fitness changed from 3.3303982701270742 to 3.3303982701270725 Iteration 60 complete. Error: 3.3303982701270725 Total: 0.0102; Orientation: 0.0004; Line Search: 0.0071 Low gradient: 9.442635323658434E-9 th(0)=3.3303982701270725;dx=-8.916336185560202E-17 Armijo: th(72.83052052767711)=3.330398270127077; dx=2.2848467815728217E-16 evalInputDelta=-4.440892098500626E-15 New Minimum: 3.3303982701270725 > 3.330398270127072 WOLF (strong): th(36.415260263838555)=3.330398270127072; dx=6.966066050776752E-17 evalInputDelta=4.440892098500626E-16 New Minimum: 3.330398270127072 > 3.330398270127071 END: th(12.138420087946185)=3.330398270127071; dx=-3.622202053428895E-17 evalInputDelta=1.3322676295501878E-15 Fitness changed from 3.3303982701270725 to 3.330398270127071 Iteration 61 complete. Error: 3.330398270127071 Total: 0.0247; Orientation: 0.0005; Line Search: 0.0146 Low gradient: 6.112409192129648E-9 th(0)=3.330398270127071;dx=-3.736154613203101E-17 New Minimum: 3.330398270127071 > 3.3303982701270707 END: th(26.151433319651133)=3.3303982701270707; dx=-2.950345075164267E-17 evalInputDelta=4.440892098500626E-16 Fitness changed from 3.330398270127071 to 3.3303982701270707 Iteration 62 complete. Error: 3.3303982701270707 Total: 0.0115; Orientation: 0.0005; Line Search: 0.0075 Low gradient: 5.026566860590423E-9 th(0)=3.3303982701270707;dx=-2.526637440398586E-17 New Minimum: 3.3303982701270707 > 3.33039827012707 END: th(56.34155513791207)=3.33039827012707; dx=-1.1442698524866358E-17 evalInputDelta=8.881784197001252E-16 Fitness changed from 3.3303982701270707 to 3.33039827012707 Iteration 63 complete. Error: 3.33039827012707 Total: 0.0273; Orientation: 0.0005; Line Search: 0.0240 Low gradient: 4.69986286271162E-9 th(0)=3.33039827012707;dx=-2.208871092829587E-17 Armijo: th(121.38420087946187)=3.3303982701270756; dx=1.3206755697437827E-16 evalInputDelta=-5.773159728050814E-15 Armijo: th(60.692100439730936)=3.3303982701270707; dx=5.4989422224368006E-17 evalInputDelta=-8.881784197001252E-16 New Minimum: 3.33039827012707 > 3.330398270127069 WOLF (strong): th(20.23070014657698)=3.330398270127069; dx=3.603999979600333E-18 evalInputDelta=8.881784197001252E-16 END: th(5.057675036644245)=3.330398270127069; dx=-1.5665533170051036E-17 evalInputDelta=8.881784197001252E-16 Fitness changed from 3.33039827012707 to 3.330398270127069 Iteration 64 complete. Error: 3.330398270127069 Total: 0.0470; Orientation: 0.0005; Line Search: 0.0275 Low gradient: 3.971410086649308E-9 th(0)=3.330398270127069;dx=-1.577209807633986E-17 END: th(10.89643054985464)=3.330398270127069; dx=-6.038848349577467E-18 evalInputDelta=0.0 Fitness changed from 3.330398270127069 to 3.330398270127069 Static Iteration Total: 0.0105; Orientation: 0.0005; Line Search: 0.0071 Iteration 65 failed. Error: 3.330398270127069 Previous Error: 0.0 -> 3.330398270127069 Optimization terminated 65 Final threshold in iteration 65: 3.330398270127069 (> 0.0) after 1.381s (< 30.000s)