Reset training subject: 2173607359967 Reset training subject: 2173618186577 Constructing line search parameters: GD F(0.0) = LineSearchPoint{point=PointSample{avg=0.1516649493083779}, derivative=-2.447230933895071E-6} New Minimum: 0.1516649493083779 > 0.15166494930837768 F(1.0E-10) = LineSearchPoint{point=PointSample{avg=0.15166494930837768}, derivative=-2.44723093389507E-6}, evalInputDelta = -2.220446049250313E-16 New Minimum: 0.15166494930837768 > 0.1516649493083762 F(7.000000000000001E-10) = LineSearchPoint{point=PointSample{avg=0.1516649493083762}, derivative=-2.4472309338950618E-6}, evalInputDelta = -1.6930901125533637E-15 New Minimum: 0.1516649493083762 > 0.15166494930836572 F(4.900000000000001E-9) = LineSearchPoint{point=PointSample{avg=0.15166494930836572}, derivative=-2.4472309338950067E-6}, evalInputDelta = -1.2184697695261093E-14 New Minimum: 0.15166494930836572 > 0.15166494930829374 F(3.430000000000001E-8) = LineSearchPoint{point=PointSample{avg=0.15166494930829374}, derivative=-2.447230933894619E-6}, evalInputDelta = -8.415490526658687E-14 New Minimum: 0.15166494930829374 > 0.15166494930779056 F(2.4010000000000004E-7) = LineSearchPoint{point=PointSample{avg=0.15166494930779056}, derivative=-2.44723093389191E-6}, evalInputDelta = -5.873357356023234E-13 New Minimum: 0.15166494930779056 > 0.15166494930426494 F(1.6807000000000003E-6) = LineSearchPoint{point=PointSample{avg=0.15166494930426494}, derivative=-2.447230933872943E-6}, evalInputDelta = -4.1129599726019705E-12 New Minimum: 0.15166494930426494 > 0.15166494927958615 F(1.1764900000000001E-5) = LineSearchPoint{point=PointSample{avg=0.15166494927958615}, derivative=-2.4472309337401775E-6}, evalInputDelta = -2.8791746764511572E-11 New Minimum: 0.15166494927958615 > 0.15166494910683803 F(8.235430000000001E-5) = LineSearchPoint{point=PointSample{avg=0.15166494910683803}, derivative=-2.4472309328108164E-6}, evalInputDelta = -2.0153986812765368E-10 New Minimum: 0.15166494910683803 > 0.1516649478975979 F(5.764801000000001E-4) = LineSearchPoint{point=PointSample{avg=0.1516649478975979}, derivative=-2.4472309263052874E-6}, evalInputDelta = -1.410779992827571E-9 New Minimum: 0.1516649478975979 > 0.15166493943291826 F(0.004035360700000001) = LineSearchPoint{point=PointSample{avg=0.15166493943291826}, derivative=-2.4472308807665816E-6}, evalInputDelta = -9.875459644481666E-9 New Minimum: 0.15166493943291826 > 0.1516648801801664 F(0.028247524900000005) = LineSearchPoint{point=PointSample{avg=0.1516648801801664}, derivative=-2.447230561995562E-6}, evalInputDelta = -6.912821148841175E-8 New Minimum: 0.1516648801801664 > 0.15166446541111828 F(0.19773267430000002) = LineSearchPoint{point=PointSample{avg=0.15166446541111828}, derivative=-2.4472283305943597E-6}, evalInputDelta = -4.838972596232782E-7 New Minimum: 0.15166446541111828 > 0.1516615620383695 F(1.3841287201) = LineSearchPoint{point=PointSample{avg=0.1516615620383695}, derivative=-2.4472127105867382E-6}, evalInputDelta = -3.3872700083981133E-6 New Minimum: 0.1516615620383695 > 0.15164123894803838 F(9.688901040700001) = LineSearchPoint{point=PointSample{avg=0.15164123894803838}, derivative=-2.4471033607724324E-6}, evalInputDelta = -2.3710360339518344E-5 New Minimum: 0.15164123894803838 > 0.15149900275316244 F(67.8223072849) = LineSearchPoint{point=PointSample{avg=0.15149900275316244}, derivative=-2.446337433819665E-6}, evalInputDelta = -1.659465552154571E-4 New Minimum: 0.15149900275316244 > 0.15050459951990994 F(474.7561509943) = LineSearchPoint{point=PointSample{avg=0.15050459951990994}, derivative=-2.4409525225936027E-6}, evalInputDelta = -0.0011603497884679626 New Minimum: 0.15050459951990994 > 0.14360629756017115 F(3323.2930569601003) = LineSearchPoint{point=PointSample{avg=0.14360629756017115}, derivative=-2.402114869693352E-6}, evalInputDelta = -0.008058651748206747 New Minimum: 0.14360629756017115 > 0.09880241019948262 F(23263.0513987207) = LineSearchPoint{point=PointSample{avg=0.09880241019948262}, derivative=-2.0766698646268314E-6}, evalInputDelta = -0.05286253910889528 New Minimum: 0.09880241019948262 > 0.018886721973098937 F(162841.3597910449) = LineSearchPoint{point=PointSample{avg=0.018886721973098937}, derivative=7.103264918173691E-7}, evalInputDelta = -0.13277822733527897 0.018886721973098937 <= 0.1516649493083779 New Minimum: 0.018886721973098937 > 0.001846774038679621 F(126208.4450952673) = LineSearchPoint{point=PointSample{avg=0.001846774038679621}, derivative=1.773668423368164E-7}, evalInputDelta = -0.1498181752696983 Right bracket at 126208.4450952673 New Minimum: 0.001846774038679621 > 0.0010073264613225821 F(117679.44549559332) = LineSearchPoint{point=PointSample{avg=0.0010073264613225821}, derivative=1.7364102878968844E-8}, evalInputDelta = -0.1506576228470553 Right bracket at 117679.44549559332 Converged to right Fitness changed from 0.1516649493083779 to 0.0010073264613225821 Iteration 1 complete. Error: 0.0010073264613225821 Total: 2.1417; Orientation: 0.0042; Line Search: 2.1053 F(0.0) = LineSearchPoint{point=PointSample{avg=0.0010073264613225821}, derivative=-1.687311773426089E-8} New Minimum: 0.0010073264613225821 > 1.8996433539681408E-5 F(117679.44549559332) = LineSearchPoint{point=PointSample{avg=1.8996433539681408E-5}, derivative=5.2654483633912244E-11}, evalInputDelta = -9.883300277829007E-4 1.8996433539681408E-5 <= 0.0010073264613225821 Converged to right Fitness changed from 0.0010073264613225821 to 1.8996433539681408E-5 Iteration 2 complete. Error: 1.8996433539681408E-5 Total: 0.1927; Orientation: 0.0027; Line Search: 0.1810 F(0.0) = LineSearchPoint{point=PointSample{avg=1.8996433539681408E-5}, derivative=-2.9734221051793237E-10} New Minimum: 1.8996433539681408E-5 > 6.746035706503798E-7 F(117679.44549559332) = LineSearchPoint{point=PointSample{avg=6.746035706503798E-7}, derivative=-1.3645677471440533E-11}, evalInputDelta = -1.832182996903103E-5 F(823756.1184691532) = LineSearchPoint{point=PointSample{avg=6.036530984676362E-4}, derivative=1.7335641582904188E-9}, evalInputDelta = 5.846566649279547E-4 F(63365.855266857936) = LineSearchPoint{point=PointSample{avg=4.981890674063197E-6}, derivative=-1.448787349382797E-10}, evalInputDelta = -1.4014542865618211E-5 F(443560.98686800554) = LineSearchPoint{point=PointSample{avg=1.2571139700264753E-4}, derivative=7.838070801276978E-10}, evalInputDelta = 1.0671496346296611E-4 F(34120.0759129235) = LineSearchPoint{point=PointSample{avg=1.0249591431838121E-5}, derivative=-2.1533326840965034E-10}, evalInputDelta = -8.746842107843287E-6 F(238840.53139046452) = LineSearchPoint{point=PointSample{avg=1.683940009709467E-5}, derivative=2.8087932806888806E-10}, evalInputDelta = -2.1570334425867395E-6 1.683940009709467E-5 <= 1.8996433539681408E-5 New Minimum: 6.746035706503798E-7 > 6.364460028844513E-7 F(122820.34968549518) = LineSearchPoint{point=PointSample{avg=6.364460028844513E-7}, derivative=-1.1982727921038093E-12}, evalInputDelta = -1.8359987536796957E-5 Left bracket at 122820.34968549518 Converged to left Fitness changed from 1.8996433539681408E-5 to 6.364460028844513E-7 Iteration 3 complete. Error: 6.364460028844513E-7 Total: 0.7453; Orientation: 0.0026; Line Search: 0.7342 Low gradient: 3.1685343027108105E-6 F(0.0) = LineSearchPoint{point=PointSample{avg=6.364460028844513E-7}, derivative=-1.0039609627455082E-11} New Minimum: 6.364460028844513E-7 > 2.5917942281108105E-8 F(122820.34968549518) = LineSearchPoint{point=PointSample{avg=2.5917942281108105E-8}, derivative=1.0022216357904617E-13}, evalInputDelta = -6.105280606033432E-7 2.5917942281108105E-8 <= 6.364460028844513E-7 Converged to right Fitness changed from 6.364460028844513E-7 to 2.5917942281108105E-8 Iteration 4 complete. Error: 2.5917942281108105E-8 Total: 0.1083; Orientation: 0.0030; Line Search: 0.0961 Low gradient: 6.412621056531971E-7 F(0.0) = LineSearchPoint{point=PointSample{avg=2.5917942281108105E-8}, derivative=-4.11217088146772E-13} New Minimum: 2.5917942281108105E-8 > 1.143599642481966E-9 F(122820.34968549518) = LineSearchPoint{point=PointSample{avg=1.143599642481966E-9}, derivative=7.81664733789875E-15}, evalInputDelta = -2.477434263862614E-8 1.143599642481966E-9 <= 2.5917942281108105E-8 New Minimum: 1.143599642481966E-9 > 1.1346468223686696E-9 F(120529.26121669088) = LineSearchPoint{point=PointSample{avg=1.1346468223686696E-9}, derivative=-1.2970012458189277E-18}, evalInputDelta = -2.4783295458739435E-8 Left bracket at 120529.26121669088 Converged to left Fitness changed from 2.5917942281108105E-8 to 1.1346468223686696E-9 Iteration 5 complete. Error: 1.1346468223686696E-9 Total: 0.1065; Orientation: 0.0034; Line Search: 0.0640 Low gradient: 1.318048473127395E-7 F(0.0) = LineSearchPoint{point=PointSample{avg=1.1346468223686696E-9}, derivative=-1.737251777513457E-14} New Minimum: 1.1346468223686696E-9 > 5.327015361491222E-11 F(120529.26121669088) = LineSearchPoint{point=PointSample{avg=5.327015361491222E-11}, derivative=-5.710363401491069E-16}, evalInputDelta = -1.0813766687537574E-9 F(843704.8285168362) = LineSearchPoint{point=PointSample{avg=3.609967190028104E-8}, derivative=1.0026920152292938E-13}, evalInputDelta = 3.4965025077912374E-8 F(64900.37142437201) = LineSearchPoint{point=PointSample{avg=3.0073085540159757E-10}, derivative=-8.325751905638674E-15}, evalInputDelta = -8.339159669670721E-10 F(454302.59997060406) = LineSearchPoint{point=PointSample{avg=7.628421803505773E-9}, derivative=4.596393761030453E-14}, evalInputDelta = 6.4937749811371035E-9 F(34946.35384389262) = LineSearchPoint{point=PointSample{avg=6.126570689060561E-10}, derivative=-1.2501236146493768E-14}, evalInputDelta = -5.219897534626135E-10 F(244624.47690724832) = LineSearchPoint{point=PointSample{avg=1.05582243185005E-9}, derivative=1.6729091193709542E-14}, evalInputDelta = -7.882439051861955E-11 1.05582243185005E-9 <= 1.1346468223686696E-9 New Minimum: 5.327015361491222E-11 > 5.2100595297262385E-11 F(124620.01652727927) = LineSearchPoint{point=PointSample{avg=5.2100595297262385E-11}, derivative=-7.689340414507557E-19}, evalInputDelta = -1.0825462270714073E-9 Left bracket at 124620.01652727927 Converged to left Fitness changed from 1.1346468223686696E-9 to 5.2100595297262385E-11 Iteration 6 complete. Error: 5.2100595297262385E-11 Total: 0.7153; Orientation: 0.0043; Line Search: 0.7004 Low gradient: 2.8648959650474982E-8 F(0.0) = LineSearchPoint{point=PointSample{avg=5.2100595297262385E-11}, derivative=-8.207628890545436E-16} New Minimum: 5.2100595297262385E-11 > 2.5220126114884506E-12 F(124620.01652727927) = LineSearchPoint{point=PointSample{avg=2.5220126114884506E-12}, derivative=2.508929661397949E-17}, evalInputDelta = -4.957858268577393E-11 2.5220126114884506E-12 <= 5.2100595297262385E-11 New Minimum: 2.5220126114884506E-12 > 2.4756426687572983E-12 F(120923.59224456517) = LineSearchPoint{point=PointSample{avg=2.4756426687572983E-12}, derivative=-2.1418211795171005E-22}, evalInputDelta = -4.9624952628505085E-11 Left bracket at 120923.59224456517 Converged to left Fitness changed from 5.2100595297262385E-11 to 2.4756426687572983E-12 Iteration 7 complete. Error: 2.4756426687572983E-12 Total: 0.3489; Orientation: 0.0031; Line Search: 0.3362 Low gradient: 6.141223209034259E-9 F(0.0) = LineSearchPoint{point=PointSample{avg=2.4756426687572983E-12}, derivative=-3.7714622503181045E-17} New Minimum: 2.4756426687572983E-12 > 1.2272079019282866E-13 F(120923.59224456517) = LineSearchPoint{point=PointSample{avg=1.2272079019282866E-13}, derivative=-1.2011934154520863E-18}, evalInputDelta = -2.35292187856447E-12 F(846465.1457119562) = LineSearchPoint{point=PointSample{avg=7.872818051028108E-11}, derivative=2.1788302903636348E-16}, evalInputDelta = 7.625253784152379E-11 F(65112.703516304326) = LineSearchPoint{point=PointSample{avg=6.60033604705525E-13}, derivative=-1.805356688846471E-17}, evalInputDelta = -1.8156090640517733E-12 F(455788.9246141303) = LineSearchPoint{point=PointSample{avg=1.6650402626783822E-11}, derivative=9.991382451049514E-17}, evalInputDelta = 1.4174759958026524E-11 F(35060.686508779254) = LineSearchPoint{point=PointSample{avg=1.338930835042905E-12}, derivative=-2.71279065079143E-17}, evalInputDelta = -1.1367118337143933E-12 F(245424.8055614548) = LineSearchPoint{point=PointSample{avg=2.3134112735862424E-12}, derivative=3.639269614166062E-17}, evalInputDelta = -1.622313951710559E-13 2.3134112735862424E-12 <= 2.4756426687572983E-12 New Minimum: 1.2272079019282866E-13 > 1.2033158609376805E-13 F(124901.34664062841) = LineSearchPoint{point=PointSample{avg=1.2033158609376805E-13}, derivative=-8.941877325907343E-23}, evalInputDelta = -2.35531108266353E-12 Left bracket at 124901.34664062841 Converged to left Fitness changed from 2.4756426687572983E-12 to 1.2033158609376805E-13 Iteration 8 complete. Error: 1.2033158609376805E-13 Total: 0.4774; Orientation: 0.0029; Line Search: 0.4657 Low gradient: 1.3742708990258996E-9 F(0.0) = LineSearchPoint{point=PointSample{avg=1.2033158609376805E-13}, derivative=-1.888620503909454E-18} New Minimum: 1.2033158609376805E-13 > 6.065883961644605E-15 F(124901.34664062841) = LineSearchPoint{point=PointSample{avg=6.065883961644605E-15}, derivative=5.892552959045169E-20}, evalInputDelta = -1.1426570213212345E-13 6.065883961644605E-15 <= 1.2033158609376805E-13 New Minimum: 6.065883961644605E-15 > 5.9545426885785936E-15 F(121122.29450488336) = LineSearchPoint{point=PointSample{avg=5.9545426885785936E-15}, derivative=-2.6802629596258383E-26}, evalInputDelta = -1.1437704340518945E-13 Left bracket at 121122.29450488336 Converged to left Fitness changed from 1.2033158609376805E-13 to 5.9545426885785936E-15 Iteration 9 complete. Error: 5.9545426885785936E-15 Total: 0.1651; Orientation: 0.0026; Line Search: 0.1535 Low gradient: 3.007532513202152E-10 F(0.0) = LineSearchPoint{point=PointSample{avg=5.9545426885785936E-15}, derivative=-9.045251817968052E-20} New Minimum: 5.9545426885785936E-15 > 3.041246325484554E-16 F(121122.29450488336) = LineSearchPoint{point=PointSample{avg=3.041246325484554E-16}, derivative=-2.8485186053081093E-21}, evalInputDelta = -5.650418056030138E-15 F(847856.0615341836) = LineSearchPoint{point=PointSample{avg=1.8922848721483547E-13}, derivative=5.227759542298026E-19}, evalInputDelta = 1.8327394452625687E-13 F(65219.69704109104) = LineSearchPoint{point=PointSample{avg=1.5935084282625633E-15}, derivative=-4.328113660679904E-20}, evalInputDelta = -4.36103426031603E-15 F(456537.8792876373) = LineSearchPoint{point=PointSample{avg=4.003388986289186E-14}, derivative=2.39747290667332E-19}, evalInputDelta = 3.4079347174313265E-14 F(35118.298406741334) = LineSearchPoint{point=PointSample{avg=3.224006089079297E-15}, derivative=-6.50525443027334E-20}, evalInputDelta = -2.7305365994992964E-15 F(245828.08884718933) = LineSearchPoint{point=PointSample{avg=5.572870637825501E-15}, derivative=8.73473389280941E-20}, evalInputDelta = -3.8167205075309254E-16 5.572870637825501E-15 <= 5.9545426885785936E-15 New Minimum: 3.041246325484554E-16 > 2.9851533830500753E-16 F(125060.67236065408) = LineSearchPoint{point=PointSample{avg=2.9851533830500753E-16}, derivative=-1.1652999889921725E-26}, evalInputDelta = -5.656027350273586E-15 Left bracket at 125060.67236065408 Converged to left Fitness changed from 5.9545426885785936E-15 to 2.9851533830500753E-16 Iteration 10 complete. Error: 2.9851533830500753E-16 Total: 0.5474; Orientation: 0.0030; Line Search: 0.5335 Zero gradient: 6.837265946224962E-11 F(0.0) = LineSearchPoint{point=PointSample{avg=2.9851533830500753E-16}, derivative=-4.674820561940752E-21} New Minimum: 2.9851533830500753E-16 > 1.5410813215273676E-17 F(125060.67236065408) = LineSearchPoint{point=PointSample{avg=1.5410813215273676E-17}, derivative=1.4734574219495062E-22}, evalInputDelta = -2.8310452508973384E-16 1.5410813215273676E-17 <= 2.9851533830500753E-16 New Minimum: 1.5410813215273676E-17 > 1.512928380808811E-17 F(121239.32808794075) = LineSearchPoint{point=PointSample{avg=1.512928380808811E-17}, derivative=-3.505062046829819E-30}, evalInputDelta = -2.833860544969194E-16 Left bracket at 121239.32808794075 Converged to left Fitness changed from 2.9851533830500753E-16 to 1.512928380808811E-17 Iteration 11 complete. Error: 1.512928380808811E-17 Total: 0.3311; Orientation: 0.0032; Line Search: 0.3183 Zero gradient: 1.514606265788329E-11 F(0.0) = LineSearchPoint{point=PointSample{avg=1.512928380808811E-17}, derivative=-2.294032140365267E-22} New Minimum: 1.512928380808811E-17 > 7.873043760082511E-19 F(121239.32808794075) = LineSearchPoint{point=PointSample{avg=7.873043760082511E-19}, derivative=-7.186342015827763E-24}, evalInputDelta = -1.4341979432079858E-17 F(848675.2966155852) = LineSearchPoint{point=PointSample{avg=4.805053545048851E-16}, derivative=1.3261149563141505E-21}, evalInputDelta = 4.65376070696797E-16 F(65282.71512427578) = LineSearchPoint{point=PointSample{avg=4.058928557845918E-18}, derivative=-1.0974797566350483E-22}, evalInputDelta = -1.1070355250242193E-17 F(456979.0058699305) = LineSearchPoint{point=PointSample{avg=1.0167659542438839E-16}, derivative=6.081834739692727E-22}, evalInputDelta = 8.654731161630028E-17 F(35152.23122076388) = LineSearchPoint{point=PointSample{avg=8.197673608974776E-18}, derivative=-1.6497347039668624E-22}, evalInputDelta = -6.931610199113334E-18 F(246065.61854534718) = LineSearchPoint{point=PointSample{avg=1.4169846992913333E-17}, derivative=2.21604996987209E-22}, evalInputDelta = -9.594368151747773E-19 1.4169846992913333E-17 <= 1.512928380808811E-17 New Minimum: 7.873043760082511E-19 > 7.732162801988894E-19 F(125160.12431360777) = LineSearchPoint{point=PointSample{avg=7.732162801988894E-19}, derivative=-1.6188310651664982E-30}, evalInputDelta = -1.4356067527889222E-17 Left bracket at 125160.12431360777 Converged to left Fitness changed from 1.512928380808811E-17 to 7.732162801988894E-19 Iteration 12 complete. Error: 7.732162801988894E-19 Total: 0.7783; Orientation: 0.0029; Line Search: 0.6371 Zero gradient: 3.4772077595034863E-12 F(0.0) = LineSearchPoint{point=PointSample{avg=7.732162801988894E-19}, derivative=-1.2090973802751256E-23} New Minimum: 7.732162801988894E-19 > 4.0542161173270274E-20 F(125160.12431360777) = LineSearchPoint{point=PointSample{avg=4.0542161173270274E-20}, derivative=3.831855086543154E-25}, evalInputDelta = -7.326741190256191E-19 4.0542161173270274E-20 <= 7.732162801988894E-19 New Minimum: 4.0542161173270274E-20 > 3.980554225624805E-20 F(121315.41264197664) = LineSearchPoint{point=PointSample{avg=3.980554225624805E-20}, derivative=2.5976270559701697E-33}, evalInputDelta = -7.334107379426414E-19 Right bracket at 121315.41264197664 Converged to right Fitness changed from 7.732162801988894E-19 to 3.980554225624805E-20 Iteration 13 complete. Error: 3.980554225624805E-20 Total: 0.3665; Orientation: 0.0028; Line Search: 0.3548 Zero gradient: 7.76411861903352E-13 F(0.0) = LineSearchPoint{point=PointSample{avg=3.980554225624805E-20}, derivative=-6.028153793042298E-25} New Minimum: 3.980554225624805E-20 > 2.0979347787315514E-21 F(121315.41264197664) = LineSearchPoint{point=PointSample{avg=2.0979347787315514E-21}, derivative=-1.883040694982932E-26}, evalInputDelta = -3.77076074775165E-20 F(849207.8884938365) = LineSearchPoint{point=PointSample{avg=1.2636262330166423E-18}, derivative=3.4850794492300515E-24}, evalInputDelta = 1.2238206907603943E-18 F(65323.68373029512) = LineSearchPoint{point=PointSample{avg=1.0698049922556755E-20}, derivative=-2.8836193161907145E-25}, evalInputDelta = -2.91074923336913E-20 F(457265.78611206583) = LineSearchPoint{point=PointSample{avg=2.6741950433400945E-19}, derivative=1.5983587559993164E-24}, evalInputDelta = 2.276139620777614E-19 F(35174.29123938968) = LineSearchPoint{point=PointSample{avg=2.1579813168523007E-20}, derivative=-4.334942916445529E-25}, evalInputDelta = -1.8225729087725044E-20 F(246220.03867572773) = LineSearchPoint{point=PointSample{avg=3.7296172392145245E-20}, derivative=5.824322302804968E-25}, evalInputDelta = -2.5093698641028064E-21 3.7296172392145245E-20 <= 3.980554225624805E-20 New Minimum: 2.0979347787315514E-21 > 2.0611046574044856E-21 F(125227.18865352907) = LineSearchPoint{point=PointSample{avg=2.0611046574044856E-21}, derivative=1.928418528939274E-35}, evalInputDelta = -3.7744437598843566E-20 Right bracket at 125227.18865352907 Converged to right Fitness changed from 3.980554225624805E-20 to 2.0611046574044856E-21 Iteration 14 complete. Error: 2.0611046574044856E-21 Total: 0.8568; Orientation: 0.0028; Line Search: 0.8167 Zero gradient: 1.7943434239107832E-13 F(0.0) = LineSearchPoint{point=PointSample{avg=2.0611046574044856E-21}, derivative=-3.219668322931873E-26} New Minimum: 2.0611046574044856E-21 > 1.0925143956636517E-22 F(125227.18865352907) = LineSearchPoint{point=PointSample{avg=1.0925143956636517E-22}, derivative=1.0236888638827944E-27}, evalInputDelta = -1.9518532178381203E-21 1.0925143956636517E-22 <= 2.0611046574044856E-21 New Minimum: 1.0925143956636517E-22 > 1.0727629083028318E-22 F(121368.30115761801) = LineSearchPoint{point=PointSample{avg=1.0727629083028318E-22}, derivative=4.941411113798152E-34}, evalInputDelta = -1.9538283665742024E-21 Right bracket at 121368.30115761801 Converged to right Fitness changed from 2.0611046574044856E-21 to 1.0727629083028318E-22 Iteration 15 complete. Error: 1.0727629083028318E-22 Total: 0.2093; Orientation: 0.0031; Line Search: 0.1956 Zero gradient: 4.02881388522657E-14 F(0.0) = LineSearchPoint{point=PointSample{avg=1.0727629083028318E-22}, derivative=-1.623134132179441E-27} New Minimum: 1.0727629083028318E-22 > 5.706047765275798E-24 F(121368.30115761801) = LineSearchPoint{point=PointSample{avg=5.706047765275798E-24}, derivative=-5.061821307239615E-29}, evalInputDelta = -1.0157024306500738E-22 F(849578.108103326) = LineSearchPoint{point=PointSample{avg=3.4042096527572396E-21}, derivative=9.384476678722876E-27}, evalInputDelta = 3.2969333619269565E-21 F(65352.16216179431) = LineSearchPoint{point=PointSample{avg=2.8869085357262465E-23}, derivative=-7.763947563331174E-28}, evalInputDelta = -7.840720547302071E-23 F(457465.13513256016) = LineSearchPoint{point=PointSample{avg=7.204869926168449E-22}, derivative=4.3040409375280336E-27}, evalInputDelta = 6.132107017865618E-22 F(35189.625779427704) = LineSearchPoint{point=PointSample{avg=5.818092694545732E-23}, derivative=-1.167197566461346E-27}, evalInputDelta = -4.909536388482586E-23 F(246327.38045599393) = LineSearchPoint{point=PointSample{avg=1.0053770838647616E-22}, derivative=1.5684217062427632E-27}, evalInputDelta = -6.738582443807024E-24 1.0053770838647616E-22 <= 1.0727629083028318E-22 New Minimum: 5.706047765275798E-24 > 5.6071694042777566E-24 F(125275.06932359772) = LineSearchPoint{point=PointSample{avg=5.6071694042777566E-24}, derivative=1.086575699922674E-34}, evalInputDelta = -1.0166912142600542E-22 Right bracket at 125275.06932359772 Converged to right Fitness changed from 1.0727629083028318E-22 to 5.6071694042777566E-24 Iteration 16 complete. Error: 5.6071694042777566E-24 Total: 0.7594; Orientation: 0.0036; Line Search: 0.7454 Zero gradient: 9.35538046192166E-15 F(0.0) = LineSearchPoint{point=PointSample{avg=5.6071694042777566E-24}, derivative=-8.752314358730554E-29} New Minimum: 5.6071694042777566E-24 > 2.9960416705005035E-25 F(125275.06932359772) = LineSearchPoint{point=PointSample{avg=2.9960416705005035E-25}, derivative=2.7885355907694302E-30}, evalInputDelta = -5.307565237227706E-24 2.9960416705005035E-25 <= 5.6071694042777566E-24 New Minimum: 2.9960416705005035E-25 > 2.9421126853195184E-25 F(121406.97615309927) = LineSearchPoint{point=PointSample{avg=2.9421126853195184E-25}, derivative=3.5291496415560936E-37}, evalInputDelta = -5.3129581357458044E-24 Right bracket at 121406.97615309927 Converged to right Fitness changed from 5.6071694042777566E-24 to 2.9421126853195184E-25 Iteration 17 complete. Error: 2.9421126853195184E-25 Total: 0.3149; Orientation: 0.0031; Line Search: 0.3019 Zero gradient: 2.1091526158119732E-15 F(0.0) = LineSearchPoint{point=PointSample{avg=2.9421126853195184E-25}, derivative=-4.44852475678649E-30} New Minimum: 2.9421126853195184E-25 > 1.5757689438806032E-26 F(121406.97615309927) = LineSearchPoint{point=PointSample{avg=1.5757689438806032E-26}, derivative=-1.3858403925610095E-31}, evalInputDelta = -2.784535790931458E-25 F(849848.833071695) = LineSearchPoint{point=PointSample{avg=9.333426609110457E-24}, derivative=2.5721047398808394E-29}, evalInputDelta = 9.039215340578505E-24 F(65372.987159361146) = LineSearchPoint{point=PointSample{avg=7.925437273737875E-26}, derivative=-2.127783097702284E-30}, evalInputDelta = -2.1495689579457306E-25 F(457610.91011552804) = LineSearchPoint{point=PointSample{avg=1.9754981370963994E-24}, derivative=1.179663004521025E-29}, evalInputDelta = 1.6812868685644476E-24 F(35200.839239656) = LineSearchPoint{point=PointSample{avg=1.5961343875074606E-25}, derivative=-3.198897023710324E-30}, evalInputDelta = -1.3459782978120577E-25 F(246405.87467759202) = LineSearchPoint{point=PointSample{avg=2.757732170889581E-25}, derivative=4.298869240165017E-30}, evalInputDelta = -1.8438051442993748E-26 2.757732170889581E-25 <= 2.9421126853195184E-25 New Minimum: 1.5757689438806032E-26 > 1.5487110206493718E-26 F(125310.76502360661) = LineSearchPoint{point=PointSample{avg=1.5487110206493718E-26}, derivative=-3.614454049451035E-37}, evalInputDelta = -2.787241583254581E-25 Left bracket at 125310.76502360661 Converged to left Fitness changed from 2.9421126853195184E-25 to 1.5487110206493718E-26 Iteration 18 complete. Error: 1.5487110206493718E-26 Total: 0.5977; Orientation: 0.0032; Line Search: 0.5846 Zero gradient: 4.915271079528809E-16 F(0.0) = LineSearchPoint{point=PointSample{avg=1.5487110206493718E-26}, derivative=-2.41598897852523E-31} New Minimum: 1.5487110206493718E-26 > 8.326305370028376E-28 F(125310.76502360661) = LineSearchPoint{point=PointSample{avg=8.326305370028376E-28}, derivative=7.708199269082201E-33}, evalInputDelta = -1.465447966949088E-26 8.326305370028376E-28 <= 1.5487110206493718E-26 New Minimum: 8.326305370028376E-28 > 8.176829836339607E-28 F(121436.34524769487) = LineSearchPoint{point=PointSample{avg=8.176829836339607E-28}, derivative=2.3584824396776035E-37}, evalInputDelta = -1.4669427222859756E-26 Right bracket at 121436.34524769487 Converged to right Fitness changed from 1.5487110206493718E-26 to 8.176829836339607E-28 Iteration 19 complete. Error: 8.176829836339607E-28 Total: 0.2604; Orientation: 0.0048; Line Search: 0.2448 Zero gradient: 1.111622130518775E-16 F(0.0) = LineSearchPoint{point=PointSample{avg=8.176829836339607E-28}, derivative=-1.235703761059101E-32} New Minimum: 8.176829836339607E-28 > 4.4030934561109225E-29 F(121436.34524769487) = LineSearchPoint{point=PointSample{avg=4.4030934561109225E-29}, derivative=-3.8461855876839225E-34}, evalInputDelta = -7.736520490728515E-28 F(850054.4167338641) = LineSearchPoint{point=PointSample{avg=2.5934124868491814E-26}, derivative=7.145026428306815E-32}, evalInputDelta = 2.5116441884857852E-26 F(65388.80128722032) = LineSearchPoint{point=PointSample{avg=2.204477765400713E-28}, derivative=-5.910380675531831E-33}, evalInputDelta = -5.972352070938894E-28 F(457721.6090105422) = LineSearchPoint{point=PointSample{avg=5.489278185169625E-27}, derivative=3.2769511333209473E-32}, evalInputDelta = 4.671595201535664E-27 F(35209.35453927248) = LineSearchPoint{point=PointSample{avg=4.437041584733473E-28}, derivative=-8.885548675093316E-33}, evalInputDelta = -3.7397882516061346E-28 F(246465.48177490733) = LineSearchPoint{point=PointSample{avg=7.665641614495725E-28}, derivative=1.1942125225325014E-32}, evalInputDelta = -5.111882218438821E-29 7.665641614495725E-28 <= 8.176829836339607E-28 New Minimum: 4.4030934561109225E-29 > 4.3289235458587823E-29 F(125336.96113609959) = LineSearchPoint{point=PointSample{avg=4.3289235458587823E-29}, derivative=-1.3780952212461497E-37}, evalInputDelta = -7.743937481753729E-28 Left bracket at 125336.96113609959 Converged to left Fitness changed from 8.176829836339607E-28 to 4.3289235458587823E-29 Iteration 20 complete. Error: 4.3289235458587823E-29 Total: 0.4651; Orientation: 0.0043; Line Search: 0.4516 Zero gradient: 2.5980697465365937E-17 F(0.0) = LineSearchPoint{point=PointSample{avg=4.3289235458587823E-29}, derivative=-6.749966407868721E-34} New Minimum: 4.3289235458587823E-29 > 2.3436569386431155E-30 F(125336.96113609959) = LineSearchPoint{point=PointSample{avg=2.3436569386431155E-30}, derivative=2.162621145119582E-35}, evalInputDelta = -4.0945578519944705E-29 2.3436569386431155E-30 <= 4.3289235458587823E-29 New Minimum: 2.3436569386431155E-30 > 2.3020546331730553E-30 F(121445.9552417749) = LineSearchPoint{point=PointSample{avg=2.3020546331730553E-30}, derivative=1.9247240620070542E-38}, evalInputDelta = -4.0987180825414765E-29 Right bracket at 121445.9552417749 Converged to right Fitness changed from 4.3289235458587823E-29 to 2.3020546331730553E-30 Iteration 21 complete. Error: 2.3020546331730553E-30 Total: 0.2609; Orientation: 0.0029; Line Search: 0.2276 Zero gradient: 5.8984579249075804E-18 F(0.0) = LineSearchPoint{point=PointSample{avg=2.3020546331730553E-30}, derivative=-3.4791805891905035E-35} New Minimum: 2.3020546331730553E-30 > 1.2961329799427258E-31 F(121445.9552417749) = LineSearchPoint{point=PointSample{avg=1.2961329799427258E-31}, derivative=-1.0166773007180635E-36}, evalInputDelta = -2.1724413351787827E-30 F(850121.6866924242) = LineSearchPoint{point=PointSample{avg=7.310611381859878E-29}, derivative=2.013149729722963E-34}, evalInputDelta = 7.080405918542572E-29 F(65393.97589941725) = LineSearchPoint{point=PointSample{avg=6.220168237667678E-31}, derivative=-1.655750893342595E-35}, evalInputDelta = -1.6800378094062875E-30 F(457757.83129592077) = LineSearchPoint{point=PointSample{avg=1.5487222728380645E-29}, derivative=9.235587098541943E-35}, evalInputDelta = 1.318516809520759E-29 F(35212.140868916984) = LineSearchPoint{point=PointSample{avg=1.2481549527252497E-30}, derivative=-2.4943752997140005E-35}, evalInputDelta = -1.0538996804478056E-30 F(246484.98608241888) = LineSearchPoint{point=PointSample{avg=2.1745273792350262E-30}, derivative=3.3712214827179064E-35}, evalInputDelta = -1.2752725393802905E-31 2.1745273792350262E-30 <= 2.3020546331730553E-30 New Minimum: 1.2961329799427258E-31 > 1.2829540724448772E-31 F(125184.73661881562) = LineSearchPoint{point=PointSample{avg=1.2829540724448772E-31}, derivative=2.493615123447572E-38}, evalInputDelta = -2.1737592259285676E-30 Right bracket at 125184.73661881562 Converged to right Fitness changed from 2.3020546331730553E-30 to 1.2829540724448772E-31 Iteration 22 complete. Error: 1.2829540724448772E-31 Total: 0.8330; Orientation: 0.0904; Line Search: 0.7334 Zero gradient: 1.4185237897370687E-18 F(0.0) = LineSearchPoint{point=PointSample{avg=1.2829540724448772E-31}, derivative=-2.0122097420500152E-36} New Minimum: 1.2829540724448772E-31 > 1.105588558667248E-32 F(125184.73661881562) = LineSearchPoint{point=PointSample{avg=1.105588558667248E-32}, derivative=1.237783075190478E-37}, evalInputDelta = -1.1723952165781524E-31 1.105588558667248E-32 <= 1.2829540724448772E-31 New Minimum: 1.105588558667248E-32 > 1.0283787975687415E-32 F(117930.41006534033) = LineSearchPoint{point=PointSample{avg=1.0283787975687415E-32}, derivative=-5.764328759695533E-39}, evalInputDelta = -1.180116192688003E-31 Left bracket at 117930.41006534033 Converged to left Fitness changed from 1.2829540724448772E-31 to 1.0283787975687415E-32 Iteration 23 complete. Error: 1.0283787975687415E-32 Total: 0.3477; Orientation: 0.0155; Line Search: 0.3225 Zero gradient: 4.0354288607107017E-19 F(0.0) = LineSearchPoint{point=PointSample{avg=1.0283787975687415E-32}, derivative=-1.6284686089856873E-37} New Minimum: 1.0283787975687415E-32 > 3.163578748969139E-33 F(117930.41006534033) = LineSearchPoint{point=PointSample{avg=3.163578748969139E-33}, derivative=3.633356037957163E-38}, evalInputDelta = -7.120209226718276E-33 3.163578748969139E-33 <= 1.0283787975687415E-32 New Minimum: 3.163578748969139E-33 > 2.3261535942704585E-33 F(96418.09651965683) = LineSearchPoint{point=PointSample{avg=2.3261535942704585E-33}, derivative=-6.274264916059461E-40}, evalInputDelta = -7.957634381416956E-33 Left bracket at 96418.09651965683 Converged to left Fitness changed from 1.0283787975687415E-32 to 2.3261535942704585E-33 Iteration 24 complete. Error: 2.3261535942704585E-33 Total: 0.1687; Orientation: 0.0030; Line Search: 0.1559 Zero gradient: 1.953673527031824E-19 F(0.0) = LineSearchPoint{point=PointSample{avg=2.3261535942704585E-33}, derivative=-3.8168402502249666E-38} New Minimum: 2.3261535942704585E-33 > 1.4608717888561612E-33 F(96418.09651965683) = LineSearchPoint{point=PointSample{avg=1.4608717888561612E-33}, derivative=2.041509471273566E-38}, evalInputDelta = -8.652818054142973E-34 1.4608717888561612E-33 <= 2.3261535942704585E-33 New Minimum: 1.4608717888561612E-33 > 6.969093059561876E-34 F(62818.453854981955) = LineSearchPoint{point=PointSample{avg=6.969093059561876E-34}, derivative=-1.0474719500951061E-39}, evalInputDelta = -1.629244288314271E-33 Left bracket at 62818.453854981955 F(64458.270927066646) = LineSearchPoint{point=PointSample{avg=7.072631053372134E-34}, derivative=-6.484844916150213E-40}, evalInputDelta = -1.6188904889332453E-33 7.072631053372134E-34 > 6.969093059561876E-34 Fitness changed from 2.3261535942704585E-33 to 6.969093059561876E-34 Iteration 25 complete. Error: 6.969093059561876E-34 Total: 0.3961; Orientation: 0.0028; Line Search: 0.3800 Zero gradient: 1.050106489360228E-19 F(0.0) = LineSearchPoint{point=PointSample{avg=6.969093059561876E-34}, derivative=-1.1027236389964627E-38} New Minimum: 6.969093059561876E-34 > 4.089750755505183E-34 F(62818.453854981955) = LineSearchPoint{point=PointSample{avg=4.089750755505183E-34}, derivative=3.674337107761646E-39}, evalInputDelta = -2.879342304056693E-34 4.089750755505183E-34 <= 6.969093059561876E-34 New Minimum: 4.089750755505183E-34 > 3.187491095158651E-34 F(47118.3537203079) = LineSearchPoint{point=PointSample{avg=3.187491095158651E-34}, derivative=-2.5645801306667676E-40}, evalInputDelta = -3.781601964403225E-34 Left bracket at 47118.3537203079 New Minimum: 3.187491095158651E-34 > 2.7092441713684124E-34 F(48142.67993465354) = LineSearchPoint{point=PointSample{avg=2.7092441713684124E-34}, derivative=5.493675880681974E-40}, evalInputDelta = -4.259848888193464E-34 Right bracket at 48142.67993465354 Converged to left Fitness changed from 6.969093059561876E-34 to 2.7092441713684124E-34 Iteration 26 complete. Error: 2.7092441713684124E-34 Total: 0.5069; Orientation: 0.0029; Line Search: 0.4076 Zero gradient: 6.591732921538607E-20 F(0.0) = LineSearchPoint{point=PointSample{avg=2.7092441713684124E-34}, derivative=-4.34509429088959E-39} New Minimum: 2.7092441713684124E-34 > 1.8809402208863501E-34 F(47118.3537203079) = LineSearchPoint{point=PointSample{avg=1.8809402208863501E-34}, derivative=1.5169530470286845E-39}, evalInputDelta = -8.283039504820622E-35 1.8809402208863501E-34 <= 2.7092441713684124E-34 New Minimum: 1.8809402208863501E-34 > 7.296963373294359E-35 F(34925.287692905426) = LineSearchPoint{point=PointSample{avg=7.296963373294359E-35}, derivative=-6.278305004069282E-40}, evalInputDelta = -1.9795478340389762E-34 Left bracket at 34925.287692905426 F(38494.49576270419) = LineSearchPoint{point=PointSample{avg=7.666741922616708E-35}, derivative=-5.447155062697759E-40}, evalInputDelta = -1.9425699791067415E-34 7.666741922616708E-35 > 7.296963373294359E-35 Fitness changed from 2.7092441713684124E-34 to 7.296963373294359E-35 Iteration 27 complete. Error: 7.296963373294359E-35 Total: 0.4324; Orientation: 0.0034; Line Search: 0.4198 Zero gradient: 3.1314214572489524E-20 F(0.0) = LineSearchPoint{point=PointSample{avg=7.296963373294359E-35}, derivative=-9.805800342919152E-40} New Minimum: 7.296963373294359E-35 > 4.018260235969529E-35 F(34925.287692905426) = LineSearchPoint{point=PointSample{avg=4.018260235969529E-35}, derivative=-1.7703214903779093E-40}, evalInputDelta = -3.27870313732483E-35 F(244477.01385033797) = LineSearchPoint{point=PointSample{avg=1.2005476901332274E-34}, derivative=1.1196912879155198E-39}, evalInputDelta = 4.708513528037915E-35 F(18805.92414233369) = LineSearchPoint{point=PointSample{avg=4.3387349787155645E-35}, derivative=-5.57638417654403E-40}, evalInputDelta = -2.9582283945787945E-35 New Minimum: 4.018260235969529E-35 > 1.7009813268828066E-35 F(131641.46899633584) = LineSearchPoint{point=PointSample{avg=1.7009813268828066E-35}, derivative=2.3490510992595587E-40}, evalInputDelta = -5.595982046411552E-35 1.7009813268828066E-35 <= 7.296963373294359E-35 New Minimum: 1.7009813268828066E-35 > 1.553069907153867E-35 F(106200.38985809858) = LineSearchPoint{point=PointSample{avg=1.553069907153867E-35}, derivative=1.9825305117209657E-40}, evalInputDelta = -5.743893466140492E-35 Right bracket at 106200.38985809858 F(88339.887311424) = LineSearchPoint{point=PointSample{avg=1.7502851334591197E-35}, derivative=1.3689714350523504E-40}, evalInputDelta = -5.54667823983524E-35 1.7502851334591197E-35 > 1.553069907153867E-35 Fitness changed from 7.296963373294359E-35 to 1.553069907153867E-35 Iteration 28 complete. Error: 1.553069907153867E-35 Total: 0.5795; Orientation: 0.0029; Line Search: 0.5681 Zero gradient: 1.639695927080951E-20 F(0.0) = LineSearchPoint{point=PointSample{avg=1.553069907153867E-35}, derivative=-2.688602733285859E-40} New Minimum: 1.553069907153867E-35 > 1.3065508742723008E-35 F(106200.38985809858) = LineSearchPoint{point=PointSample{avg=1.3065508742723008E-35}, derivative=2.379830178065129E-40}, evalInputDelta = -2.465190328815663E-36 1.3065508742723008E-35 <= 1.553069907153867E-35 New Minimum: 1.3065508742723008E-35 > 1.1586394545433609E-35 F(56335.09675328811) = LineSearchPoint{point=PointSample{avg=1.1586394545433609E-35}, derivative=-2.0052547815153762E-40}, evalInputDelta = -3.9443045261050614E-36 Left bracket at 56335.09675328811 New Minimum: 1.1586394545433609E-35 > 1.7256332301709632E-36 F(79137.98845362419) = LineSearchPoint{point=PointSample{avg=1.7256332301709632E-36}, derivative=-1.6272012980580326E-41}, evalInputDelta = -1.3805065841367708E-35 Left bracket at 79137.98845362419 New Minimum: 1.7256332301709632E-36 > 7.395570986446987E-37 F(80869.94925524949) = LineSearchPoint{point=PointSample{avg=7.395570986446987E-37}, derivative=3.381922851520781E-42}, evalInputDelta = -1.4791141972893973E-35 Right bracket at 80869.94925524949 Converged to right Fitness changed from 1.553069907153867E-35 to 7.395570986446987E-37 Iteration 29 complete. Error: 7.395570986446987E-37 Total: 0.3790; Orientation: 0.0028; Line Search: 0.3678 Zero gradient: 3.29326756080692E-21 F(0.0) = LineSearchPoint{point=PointSample{avg=7.395570986446987E-37}, derivative=-1.0845611227063162E-41} New Minimum: 7.395570986446987E-37 > 0.0 F(80869.94925524949) = LineSearchPoint{point=PointSample{avg=0.0}, derivative=0.0}, evalInputDelta = -7.395570986446987E-37 0.0 <= 7.395570986446987E-37 Converged to right Fitness changed from 7.395570986446987E-37 to 0.0 Iteration 30 complete. Error: 0.0 Total: 0.1322; Orientation: 0.0337; Line Search: 0.0894 Zero gradient: 0.0 F(0.0) = LineSearchPoint{point=PointSample{avg=0.0}, derivative=0.0} Fitness changed from 0.0 to 0.0 Static Iteration Total: 0.0949; Orientation: 0.0684; Line Search: 0.0132 Iteration 31 failed. Error: 0.0 Previous Error: 0.0 -> 0.0 Optimization terminated 31 Final threshold in iteration 31: 0.0 (> 0.0) after 14.619s (< 30.000s)