Reset training subject: 3725240717920
Reset training subject: 3725242023121
Constructing line search parameters: GD
F(0.0) = LineSearchPoint{point=PointSample{avg=0.2155825612615198}, derivative=-0.1917805627765573}
New Minimum: 0.2155825612615198 > 0.2155825612423417
F(1.0E-10) = LineSearchPoint{point=PointSample{avg=0.2155825612423417}, derivative=-0.19178056286487194}, evalInputDelta = -1.9178103549677417E-11
New Minimum: 0.2155825612423417 > 0.2155825611272734
F(7.000000000000001E-10) = LineSearchPoint{point=PointSample{avg=0.2155825611272734}, derivative=-0.19178056339475893}, evalInputDelta = -1.3424641953641014E-10
New Minimum: 0.2155825611272734 > 0.21558256032179499
F(4.900000000000001E-9) = LineSearchPoint{point=PointSample{avg=0.21558256032179499}, derivative=-0.19178056710396835}, evalInputDelta = -9.397248257325685E-10
New Minimum: 0.21558256032179499 > 0.21558255468344592
F(3.430000000000001E-8) = LineSearchPoint{point=PointSample{avg=0.21558255468344592}, derivative=-0.19178059306843656}, evalInputDelta = -6.578073891150282E-9
New Minimum: 0.21558255468344592 > 0.2155825152149812
F(2.4010000000000004E-7) = LineSearchPoint{point=PointSample{avg=0.2155825152149812}, derivative=-0.19178077481988254}, evalInputDelta = -4.60465386098452E-8
New Minimum: 0.2155825152149812 > 0.21558223893468056
F(1.6807000000000003E-6) = LineSearchPoint{point=PointSample{avg=0.21558223893468056}, derivative=-0.19178204708819027}, evalInputDelta = -3.2232683924715566E-7
New Minimum: 0.21558223893468056 > 0.21558030492125554
F(1.1764900000000001E-5) = LineSearchPoint{point=PointSample{avg=0.21558030492125554}, derivative=-0.19179095336748397}, evalInputDelta = -2.2563402642672425E-6
New Minimum: 0.21558030492125554 > 0.2155667643120293
F(8.235430000000001E-5) = LineSearchPoint{point=PointSample{avg=0.2155667643120293}, derivative=-0.1918533169843509}, evalInputDelta = -1.579694949049859E-5
New Minimum: 0.2155667643120293 > 0.21547185661526047
F(5.764801000000001E-4) = LineSearchPoint{point=PointSample{avg=0.21547185661526047}, derivative=-0.1922908277751144}, evalInputDelta = -1.1070464625934084E-4
New Minimum: 0.21547185661526047 > 0.21480139043522856
F(0.004035360700000001) = LineSearchPoint{point=PointSample{avg=0.21480139043522856}, derivative=-0.1954014228068702}, evalInputDelta = -7.811708262912553E-4
New Minimum: 0.21480139043522856 > 0.20978476166384552
F(0.028247524900000005) = LineSearchPoint{point=PointSample{avg=0.20978476166384552}, derivative=-0.21979984046150752}, evalInputDelta = -0.005797799597674291
New Minimum: 0.20978476166384552 > 0.13998982213177694
F(0.19773267430000002) = LineSearchPoint{point=PointSample{avg=0.13998982213177694}, derivative=-0.8171609174286483}, evalInputDelta = -0.07559273912974288
F(1.3841287201) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.10647144000769232) = LineSearchPoint{point=PointSample{avg=0.18817965276249837}, derivative=-0.3495611331231546}, evalInputDelta = -0.02740290849902144
F(0.7453000800538463) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.05733077538875741) = LineSearchPoint{point=PointSample{avg=0.20287837455186483}, derivative=-0.2567655518597191}, evalInputDelta = -0.01270418670965498
F(0.40131542772130185) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.03087041751702322) = LineSearchPoint{point=PointSample{avg=0.20920439196458135}, derivative=-0.22275303281409314}, evalInputDelta = -0.006378169296938463
New Minimum: 0.13998982213177694 > 0.1229674672165613
F(0.21609292261916255) = LineSearchPoint{point=PointSample{avg=0.1229674672165613}, derivative=-1.054052622872364}, evalInputDelta = -0.09261509404495852
F(1.5126504583341378) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.11635772756416445) = LineSearchPoint{point=PointSample{avg=0.18459914694151308}, derivative=-0.37529511429587964}, evalInputDelta = -0.03098341432000673
F(0.8145040929491512) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.06265416099608855) = LineSearchPoint{point=PointSample{avg=0.201490614483517}, derivative=-0.2646851102371645}, evalInputDelta = -0.014091946778002823
F(0.4385791269726198) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.033736855920970754) = LineSearchPoint{point=PointSample{avg=0.20856116666374377}, derivative=-0.2260583241136129}, evalInputDelta = -0.007021394597776037
New Minimum: 0.1229674672165613 > 0.09794016932619318
F(0.23615799144679528) = LineSearchPoint{point=PointSample{avg=0.09794016932619318}, derivative=-1.4804879455314897}, evalInputDelta = -0.11764239193532663
F(1.653105940127567) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.12716199539442824) = LineSearchPoint{point=PointSample{avg=0.18037532573932427}, derivative=-0.4073293372547843}, evalInputDelta = -0.03520723552219554
F(0.8901339677609976) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.0684718436739229) = LineSearchPoint{point=PointSample{avg=0.19992442545550615}, derivative=-0.27382650277267606}, evalInputDelta = -0.015658135806013662
F(0.47930290571746026) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.03686945428595848) = LineSearchPoint{point=PointSample{avg=0.20784723474034122}, derivative=-0.2297669057992589}, evalInputDelta = -0.007735326521178587
New Minimum: 0.09794016932619318 > 0.05687114049616375
F(0.25808618000170935) = LineSearchPoint{point=PointSample{avg=0.05687114049616375}, derivative=-2.3649944114046795}, evalInputDelta = -0.15871142076535605
F(1.8066032600119655) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.13896948153938196) = LineSearchPoint{point=PointSample{avg=0.1753319483650057}, derivative=-0.44803855122779496}, evalInputDelta = -0.040250612896514104
F(0.9727863707756738) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.07482972082889798) = LineSearchPoint{point=PointSample{avg=0.19815007104243337}, derivative=-0.2844474174503269}, evalInputDelta = -0.01743249021908644
F(0.5238080458022859) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.04029292660017584) = LineSearchPoint{point=PointSample{avg=0.20705352801187246}, derivative=-0.23393956144194009}, evalInputDelta = -0.00852903324964735
New Minimum: 0.05687114049616375 > 1.0305768471459636E-9
F(0.28205048620123085) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.0293640811592863E-4}, evalInputDelta = -0.21558256023094297
F(1.974353403408616) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.1518733387237397) = LineSearchPoint{point=PointSample{avg=0.16921895709400317}, derivative=-0.5011144499187401}, evalInputDelta = -0.04636360416751664
F(1.063113371066178) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.08177795162047523) = LineSearchPoint{point=PointSample{avg=0.19613099477726498}, derivative=-0.2968804213101723}, evalInputDelta = -0.019451566484254834
F(0.5724456613433266) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.044034281641794355) = LineSearchPoint{point=PointSample{avg=0.20616951695327507}, derivative=-0.23864899047504137}, evalInputDelta = -0.009413044308244745
F(0.3082399714925605) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.02371076703788927) = LineSearchPoint{point=PointSample{avg=0.21077063092390472}, derivative=-0.21484613140764633}, evalInputDelta = -0.004811930337615095
F(0.16597536926522488) = LineSearchPoint{point=PointSample{avg=0.1616672654429082}, derivative=-0.5725965841515253}, evalInputDelta = -0.053915295818611625
F(1.1618275848565742) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.08937135268127494) = LineSearchPoint{point=PointSample{avg=0.19382168427700947}, derivative=-0.31156187571387345}, evalInputDelta = -0.021760876984510347
F(0.6255994687689246) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.13099102901845283
F(0.04812303605914804) = LineSearchPoint{point=PointSample{avg=0.20518290370211428}, derivative=-0.24398283856120015}, evalInputDelta = -0.010399657559405528
Loops = 52
F(0.09624607211829608) = LineSearchPoint{point=PointSample{avg=0.19163094968101937}, derivative=-0.32595298641565007}, evalInputDelta = -0.023951611580500437
Right bracket at 0.09624607211829608
F(0.19249214423659217) = LineSearchPoint{point=PointSample{avg=0.14413469450945957}, derivative=-0.7656399951523809}, evalInputDelta = -0.07144786675206025
Right bracket at 0.19249214423659217
F(0.02489601170175348) = LineSearchPoint{point=PointSample{avg=0.21051523092301472}, derivative=-0.2161218798873095}, evalInputDelta = -0.005067330338505094
0.21051523092301472 > 0.19163094968101937
Fitness changed from 0.2155825612615198 to 1.0305768471459636E-9
Iteration 1 complete. Error: 1.0305768471459636E-9 Total: 0.1016; Orientation: 0.0002; Line Search: 0.0972
F(0.0) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.1474118723375057E-7}
F(0.09624607211829608) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.007403544009099699) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.4674684625602286E-7}, evalInputDelta = 0.0
F(0.051824808063697894) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-9.139064931640039E-7}, evalInputDelta = 0.0
F(0.3627736564458853) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.027905665880452714) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-3.9458648807982E-7}, evalInputDelta = 0.0
F(0.195339661163169) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.015026127781782231) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.889526313533382E-7}, evalInputDelta = 0.0
F(0.10518289447247561) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.008090991882498124) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.5011994370235276E-7}, evalInputDelta = 0.0
F(0.05663694317748687) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-1.1682557896723863E-6}, evalInputDelta = 0.0
F(0.3964586022424081) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.030496815557108314) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-4.2376432883046435E-7}, evalInputDelta = 0.0
F(0.2134777088997582) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.016421362223058324) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.979884130547774E-7}, evalInputDelta = 0.0
F(0.11494953556140827) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.008842271966262175) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.538950300050677E-7}, evalInputDelta = 0.0
F(0.061895903763835226) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-1.615591703351381E-6}, evalInputDelta = 0.0
F(0.43327132634684656) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.03332856356514204) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-4.6000075695691253E-7}, evalInputDelta = 0.0
F(0.2332999449559943) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.01794614961199956) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-3.0841447432468946E-7}, evalInputDelta = 0.0
F(0.12562304728399692) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.009663311329538226) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.581304707409789E-7}, evalInputDelta = 0.0
F(0.06764317930676758) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.556906629721044E-6}, evalInputDelta = 0.0
F(0.4735022551473731) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.036423250395951776) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-5.059048180517022E-7}, evalInputDelta = 0.0
F(0.2549627527716624) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.019612519443974033) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-3.2052234686447304E-7}, evalInputDelta = 0.0
F(0.13728763610781825) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.010560587392909096) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.6289553579578746E-7}, evalInputDelta = 0.0
F(0.07392411175036367) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-5.38430235545453E-6}, evalInputDelta = 0.0
F(0.5174687822525457) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.03980529094250351) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-5.654946043855785E-7}, evalInputDelta = 0.0
F(0.2786370365975246) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.021433618199809584) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-3.3468749483534977E-7}, evalInputDelta = 0.0
F(0.1500353273986671) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.0115411790306667) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.6827302826260915E-7}, evalInputDelta = 0.0
F(0.0807882532146669) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-3.319677530599746E-5}, evalInputDelta = 0.0
F(0.5655177725026683) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.04350136711558987) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-6.452650656799859E-7}, evalInputDelta = 0.0
F(0.3045095698091291) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.023423813062240697) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-3.514013199490921E-7}, evalInputDelta = 0.0
F(0.16396669143568487) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.012612822418129607) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.743627074486787E-7}, evalInputDelta = 0.0
F(0.08828975692690724) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.00679151976360825) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.43807127862592E-7}, evalInputDelta = 0.0
F(0.04754063834525775) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-7.563712703710011E-7}, evalInputDelta = 0.0
F(0.33278446841680426) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.025598805262831096) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-3.713187900191333E-7}, evalInputDelta = 0.0
F(0.17919163683981768) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.01378397206460136) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.812857981859265E-7}, evalInputDelta = 0.0
F(0.09648780445220952) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
F(0.007422138804016117) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.468370858356831E-7}, evalInputDelta = 0.0
Loops = 52
F(0.014844277608032233) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-2.8780858611988787E-7}, evalInputDelta = 0.0
Right bracket at 0.014844277608032233
F(0.029688555216064467) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-4.142867316103892E-7}, evalInputDelta = 0.0
Right bracket at 0.029688555216064467
F(0.059377110432128934) = LineSearchPoint{point=PointSample{avg=1.0305768471459636E-9}, derivative=-1.3711881808778122E-6}, evalInputDelta = 0.0
Right bracket at 0.059377110432128934
F(0.11875422086425787) = LineSearchPoint{point=PointSample{avg=0.34657359027997264}, derivative=0.0}, evalInputDelta = 0.3465735892493958
0.34657359027997264 > 1.0305768471459636E-9
Fitness changed from 1.0305768471459636E-9 to 1.0305768471459636E-9
Static Iteration Total: 0.1007; Orientation: 0.0002; Line Search: 0.0991
Iteration 2 failed. Error: 1.0305768471459636E-9
Previous Error: 0.0 -> 1.0305768471459636E-9
Optimization terminated 2
Final threshold in iteration 2: 1.0305768471459636E-9 (> 0.0) after 0.202s (< 30.000s)