Reset training subject: 13247966035618
Reset training subject: 13248258196391
Constructing line search parameters: GD
F(0.0) = LineSearchPoint{point=PointSample{avg=215.06479967941746}, derivative=-229.46205432129358}
New Minimum: 215.06479967941746 > 215.06479967941704
F(1.0E-10) = LineSearchPoint{point=PointSample{avg=215.06479967941704}, derivative=-229.46205098181093}, evalInputDelta = -4.263256414560601E-13
New Minimum: 215.06479967941704 > 215.06479961657288
F(7.000000000000001E-10) = LineSearchPoint{point=PointSample{avg=215.06479961657288}, derivative=-229.4620561549077}, evalInputDelta = -6.284457754190953E-8
New Minimum: 215.06479961657288 > 215.06479872279704
F(4.900000000000001E-9) = LineSearchPoint{point=PointSample{avg=215.06479872279704}, derivative=-229.46205392573273}, evalInputDelta = -9.566204255406774E-7
New Minimum: 215.06479872279704 > 215.06479149788672
F(3.430000000000001E-8) = LineSearchPoint{point=PointSample{avg=215.06479149788672}, derivative=-229.4620532539873}, evalInputDelta = -8.181530745332566E-6
New Minimum: 215.06479149788672 > 215.06474425847676
F(2.4010000000000004E-7) = LineSearchPoint{point=PointSample{avg=215.06474425847676}, derivative=-229.4620230451539}, evalInputDelta = -5.5420940697104015E-5
New Minimum: 215.06474425847676 > 215.06441487227454
F(1.6807000000000003E-6) = LineSearchPoint{point=PointSample{avg=215.06441487227454}, derivative=-229.4618450935141}, evalInputDelta = -3.8480714292177254E-4
New Minimum: 215.06441487227454 > 215.06209859041866
F(1.1764900000000001E-5) = LineSearchPoint{point=PointSample{avg=215.06209859041866}, derivative=-229.46062176092562}, evalInputDelta = -0.0027010889988048348
New Minimum: 215.06209859041866 > 215.04590257574364
F(8.235430000000001E-5) = LineSearchPoint{point=PointSample{avg=215.04590257574364}, derivative=-229.45200184230836}, evalInputDelta = -0.018897103673822357
New Minimum: 215.04590257574364 > 214.93253991216747
F(5.764801000000001E-4) = LineSearchPoint{point=PointSample{avg=214.93253991216747}, derivative=-229.39148904361284}, evalInputDelta = -0.132259767249991
New Minimum: 214.93253991216747 > 214.13983386471102
F(0.004035360700000001) = LineSearchPoint{point=PointSample{avg=214.13983386471102}, derivative=-228.968036584419}, evalInputDelta = -0.9249658147064395
New Minimum: 214.13983386471102 > 208.63190502087738
F(0.028247524900000005) = LineSearchPoint{point=PointSample{avg=208.63190502087738}, derivative=-226.00394760870245}, evalInputDelta = -6.432894658540079
New Minimum: 208.63190502087738 > 172.0858795620341
F(0.19773267430000002) = LineSearchPoint{point=PointSample{avg=172.0858795620341}, derivative=-205.2553493320004}, evalInputDelta = -42.97892011738335
New Minimum: 172.0858795620341 > 14.727942108425749
F(1.3841287201) = LineSearchPoint{point=PointSample{avg=14.727942108425749}, derivative=-60.01513998270259}, evalInputDelta = -200.33685757099173
F(9.688901040700001) = LineSearchPoint{point=PointSample{avg=3737.9704074090414}, derivative=956.6664548353681}, evalInputDelta = 3522.905607729624
F(0.7453000800538463) = LineSearchPoint{point=PointSample{avg=78.04753518316751}, derivative=-138.22141613887345}, evalInputDelta = -137.01726449624994
F(5.217100560376924) = LineSearchPoint{point=PointSample{avg=683.9789627222535}, derivative=409.22253097563174}, evalInputDelta = 468.9141630428361
F(0.40131542772130185) = LineSearchPoint{point=PointSample{avg=132.8363612412943}, derivative=-180.33249151481718}, evalInputDelta = -82.22843843812316
F(2.809207994049113) = LineSearchPoint{point=PointSample{avg=53.51138775395107}, derivative=114.44501435321085}, evalInputDelta = -161.55341192546638
53.51138775395107 <= 215.06479967941746
New Minimum: 14.727942108425749 > 0.01720666910409742
F(1.874362861498513) = LineSearchPoint{point=PointSample{avg=0.01720666910409742}, derivative=-3.5408099343624266E-6}, evalInputDelta = -215.04759301031336
Left bracket at 1.874362861498513
Converged to left
Fitness changed from 215.06479967941746 to 0.01720666910409742
Iteration 1 complete. Error: 0.01720666910409742 Total: 7.8752; Orientation: 0.0008; Line Search: 7.0047
F(0.0) = LineSearchPoint{point=PointSample{avg=0.01720666910409742}, derivative=-0.018313048649028014}
New Minimum: 0.01720666910409742 > 2.7202216754968363E-6
F(1.874362861498513) = LineSearchPoint{point=PointSample{avg=2.7202216754968363E-6}, derivative=-4.4068705150897165E-5}, evalInputDelta = -0.017203948882421924
F(13.120540030489591) = LineSearchPoint{point=PointSample{avg=0.6158755901940518}, derivative=0.10956979048512795}, evalInputDelta = 0.5986689210899544
F(1.0092723100376608) = LineSearchPoint{point=PointSample{avg=0.0036879961069459016}, derivative=-0.008475906776411017}, evalInputDelta = -0.013518672997151517
F(7.064906170263626) = LineSearchPoint{point=PointSample{avg=0.13107141044831697}, derivative=0.050546948291315175}, evalInputDelta = 0.11386474134421955
F(0.5434543207895097) = LineSearchPoint{point=PointSample{avg=0.008693679467409773}, derivative=-0.01301612411243162}, evalInputDelta = -0.008512989636687646
F(3.804180245526568) = LineSearchPoint{point=PointSample{avg=0.018067107292583016}, derivative=0.018765412265193633}, evalInputDelta = 8.604381884855967E-4
F(0.2926292496558899) = LineSearchPoint{point=PointSample{avg=0.012265048276793113}, derivative=-0.015460855512854834}, evalInputDelta = -0.004941620827304306
F(2.048404747591229) = LineSearchPoint{point=PointSample{avg=1.426681420002624E-4}, derivative=0.0016522775670752927}, evalInputDelta = -0.017064000962097158
1.426681420002624E-4 <= 0.01720666910409742
New Minimum: 2.7202216754968363E-6 > 2.620497159093563E-6
F(1.8788841909971838) = LineSearchPoint{point=PointSample{avg=2.620497159093563E-6}, derivative=-2.788739287149376E-9}, evalInputDelta = -0.017204048606938326
Left bracket at 1.8788841909971838
Converged to left
Fitness changed from 0.01720666910409742 to 2.620497159093563E-6
Iteration 2 complete. Error: 2.620497159093563E-6 Total: 3.6798; Orientation: 0.0004; Line Search: 3.2773
F(0.0) = LineSearchPoint{point=PointSample{avg=2.620497159093563E-6}, derivative=-2.7928706832561195E-6}
New Minimum: 2.620497159093563E-6 > 5.135927824821215E-10
F(1.8788841909971838) = LineSearchPoint{point=PointSample{avg=5.135927824821215E-10}, derivative=3.919166431424559E-9}, evalInputDelta = -2.6199835663110807E-6
5.135927824821215E-10 <= 2.620497159093563E-6
Converged to right
Fitness changed from 2.620497159093563E-6 to 5.135927824821215E-10
Iteration 3 complete. Error: 5.135927824821215E-10 Total: 0.8874; Orientation: 0.0004; Line Search: 0.5897
F(0.0) = LineSearchPoint{point=PointSample{avg=5.135927824821215E-10}, derivative=-5.431845054571689E-10}
New Minimum: 5.135927824821215E-10 > 1.0842390478022503E-12
F(1.8788841909971838) = LineSearchPoint{point=PointSample{avg=1.0842390478022503E-12}, derivative=1.1342369034218835E-12}, evalInputDelta = -5.125085434343193E-10
1.0842390478022503E-12 <= 5.135927824821215E-10
Converged to right
Fitness changed from 5.135927824821215E-10 to 1.0842390478022503E-12
Iteration 4 complete. Error: 1.0842390478022503E-12 Total: 0.8811; Orientation: 0.0003; Line Search: 0.5884
Low gradient: 4.559311498703239E-7
F(0.0) = LineSearchPoint{point=PointSample{avg=1.0842390478022503E-12}, derivative=-2.0787321051908837E-13}
New Minimum: 1.0842390478022503E-12 > 1.2787790413690188E-13
F(1.8788841909971838) = LineSearchPoint{point=PointSample{avg=1.2787790413690188E-13}, derivative=1.3302559419580554E-14}, evalInputDelta = -9.563611436653483E-13
1.2787790413690188E-13 <= 1.0842390478022503E-12
New Minimum: 1.2787790413690188E-13 > 4.01655055435987E-14
F(1.765879187781048) = LineSearchPoint{point=PointSample{avg=4.01655055435987E-14}, derivative=-2.0103122615815566E-15}, evalInputDelta = -1.0440735422586516E-12
Left bracket at 1.765879187781048
Converged to left
Fitness changed from 1.0842390478022503E-12 to 4.01655055435987E-14
Iteration 5 complete. Error: 4.01655055435987E-14 Total: 1.4719; Orientation: 0.0006; Line Search: 1.1762
Low gradient: 4.618678166674104E-8
F(0.0) = LineSearchPoint{point=PointSample{avg=4.01655055435987E-14}, derivative=-2.133218463975584E-15}
New Minimum: 4.01655055435987E-14 > 2.996483966011728E-14
F(1.765879187781048) = LineSearchPoint{point=PointSample{avg=2.996483966011728E-14}, derivative=-4.718700338146504E-17}, evalInputDelta = -1.0200665883481423E-14
F(12.361154314467337) = LineSearchPoint{point=PointSample{avg=2.453379645296945E-13}, derivative=1.2623490353503865E-14}, evalInputDelta = 2.051724589860958E-13
New Minimum: 2.996483966011728E-14 > 7.247125263308439E-15
F(0.9508580241897951) = LineSearchPoint{point=PointSample{avg=7.247125263308439E-15}, derivative=-7.690733703379628E-17}, evalInputDelta = -3.291838028029026E-14
F(6.656006169328566) = LineSearchPoint{point=PointSample{avg=1.3856881533225865E-13}, derivative=6.2941322585863525E-15}, evalInputDelta = 9.840330978865995E-14
F(0.5120004745637359) = LineSearchPoint{point=PointSample{avg=1.2019609127242822E-14}, derivative=-1.6583382980621218E-16}, evalInputDelta = -2.8145896416355878E-14
F(3.584003321946151) = LineSearchPoint{point=PointSample{avg=6.896613959758158E-14}, derivative=2.12878946010978E-15}, evalInputDelta = 2.8800634053982876E-14
F(0.275692563226627) = LineSearchPoint{point=PointSample{avg=1.3283006024413444E-14}, derivative=-1.801681999616908E-16}, evalInputDelta = -2.6882499519185258E-14
F(1.929847942586389) = LineSearchPoint{point=PointSample{avg=4.274515393723029E-14}, derivative=9.550836004103164E-16}, evalInputDelta = 2.5796483936315893E-15
F(0.14844984173741455) = LineSearchPoint{point=PointSample{avg=1.3756524243126185E-14}, derivative=-1.85443206855562E-16}, evalInputDelta = -2.6408981300472517E-14
New Minimum: 7.247125263308439E-15 > 7.097573165140051E-15
F(1.0391488921619019) = LineSearchPoint{point=PointSample{avg=7.097573165140051E-15}, derivative=-7.441018725154952E-17}, evalInputDelta = -3.306793237845865E-14
F(7.274042245133313) = LineSearchPoint{point=PointSample{avg=1.397143550935521E-13}, derivative=6.3050750675347485E-15}, evalInputDelta = 9.954884954995341E-14
F(0.559541711164101) = LineSearchPoint{point=PointSample{avg=1.1926358957252475E-14}, derivative=-1.6390114744481827E-16}, evalInputDelta = -2.8239146586346225E-14
F(3.916791978148707) = LineSearchPoint{point=PointSample{avg=8.309054437740555E-14}, derivative=3.1442515747924537E-15}, evalInputDelta = 4.292503883380685E-14
F(0.3012916906268236) = LineSearchPoint{point=PointSample{avg=1.2702777255222528E-14}, derivative=-1.755422863950482E-16}, evalInputDelta = -2.7462728288376174E-14
F(2.109041834387765) = LineSearchPoint{point=PointSample{avg=5.4218730840301423E-14}, derivative=1.957565013917524E-15}, evalInputDelta = 1.4053225296702723E-14
F(0.16223398726059732) = LineSearchPoint{point=PointSample{avg=1.372802673815901E-14}, derivative=-1.8488532836935054E-16}, evalInputDelta = -2.643747880543969E-14
F(1.1356379108241812) = LineSearchPoint{point=PointSample{avg=3.0731533317793796E-14}, derivative=-6.306038284254415E-17}, evalInputDelta = -9.433972225804904E-15
F(7.949465375769268) = LineSearchPoint{point=PointSample{avg=1.5796612264441975E-13}, derivative=7.384425384596946E-15}, evalInputDelta = 1.1780061710082104E-13
F(0.611497336597636) = LineSearchPoint{point=PointSample{avg=8.692150031527003E-15}, derivative=-9.120903121828863E-17}, evalInputDelta = -3.14733555120717E-14
F(4.2804813561834525) = LineSearchPoint{point=PointSample{avg=9.892160848396693E-14}, derivative=4.194598715279965E-15}, evalInputDelta = 5.875610294036823E-14
F(0.32926779662949635) = LineSearchPoint{point=PointSample{avg=1.244374932729023E-14}, derivative=-1.73309221641972E-16}, evalInputDelta = -2.772175621630847E-14
F(2.3048745764064744) = LineSearchPoint{point=PointSample{avg=5.830440979908324E-14}, derivative=2.0281141792404364E-15}, evalInputDelta = 1.813890425548454E-14
F(0.17729804433895957) = LineSearchPoint{point=PointSample{avg=1.3704716154606909E-14}, derivative=-1.8441170244187856E-16}, evalInputDelta = -2.646078938899179E-14
F(1.241086310372717) = LineSearchPoint{point=PointSample{avg=3.028909713165915E-14}, derivative=-5.746906962484294E-17}, evalInputDelta = -9.87640841193955E-15
F(8.687604172609019) = LineSearchPoint{point=PointSample{avg=1.7076874319689029E-13}, derivative=8.384882234912885E-15}, evalInputDelta = 1.3060323765329157E-13
F(0.6682772440468476) = LineSearchPoint{point=PointSample{avg=8.59804093289263E-15}, derivative=-8.94640545061407E-17}, evalInputDelta = -3.1567464610706073E-14
F(4.677940708327934) = LineSearchPoint{point=PointSample{avg=1.0193137913726224E-13}, derivative=4.259405753080191E-15}, evalInputDelta = 6.176587359366354E-14
F(0.3598415929483026) = LineSearchPoint{point=PointSample{avg=1.2390002089405224E-14}, derivative=-1.722989782891157E-16}, evalInputDelta = -2.7775503454193477E-14
F(2.518891150638118) = LineSearchPoint{point=PointSample{avg=6.651913436307061E-14}, derivative=2.0948426394453596E-15}, evalInputDelta = 2.6353628819471914E-14
F(0.19376085774139368) = LineSearchPoint{point=PointSample{avg=1.3676926583837855E-14}, derivative=-1.8389921134012276E-16}, evalInputDelta = -2.6488578959760845E-14
F(1.3563260041897558) = LineSearchPoint{point=PointSample{avg=3.073200834087175E-14}, derivative=-5.542201911915433E-17}, evalInputDelta = -9.433497202726952E-15
F(9.494282029328291) = LineSearchPoint{point=PointSample{avg=1.8954216847950435E-13}, derivative=9.449422390475483E-15}, evalInputDelta = 1.4937666293590566E-13
F(0.730329386871407) = LineSearchPoint{point=PointSample{avg=7.870213607110955E-15}, derivative=-8.402351153442732E-17}, evalInputDelta = -3.229529193648775E-14
F(5.112305708099849) = LineSearchPoint{point=PointSample{avg=1.0761254477881845E-13}, derivative=4.267636427639334E-15}, evalInputDelta = 6.744703923521974E-14
F(0.3932542852384499) = LineSearchPoint{point=PointSample{avg=1.2324591105780266E-14}, derivative=-1.7127068361635848E-16}, evalInputDelta = -2.7840914437818434E-14
F(2.7527799966691493) = LineSearchPoint{point=PointSample{avg=6.661075549333034E-14}, derivative=2.100131310977601E-15}, evalInputDelta = 2.6445249949731638E-14
F(0.21175230743608842) = LineSearchPoint{point=PointSample{avg=1.3649726234927949E-14}, derivative=-1.8335486268912689E-16}, evalInputDelta = -2.6515779308670752E-14
F(1.482266152052619) = LineSearchPoint{point=PointSample{avg=3.031482637107009E-14}, derivative=-5.1369682245845267E-17}, evalInputDelta = -9.850679172528608E-15
F(10.375863064368334) = LineSearchPoint{point=PointSample{avg=2.071109948165547E-13}, derivative=1.0476700864705927E-14}, evalInputDelta = 1.66945489272956E-13
F(0.798143312643718) = LineSearchPoint{point=PointSample{avg=7.507891425959682E-15}, derivative=-8.173078759110577E-17}, evalInputDelta = -3.265761411763902E-14
F(5.587003188506026) = LineSearchPoint{point=PointSample{avg=1.0791480763789084E-13}, derivative=4.2755372191800956E-15}, evalInputDelta = 6.774930209429214E-14
F(0.42976947603892507) = LineSearchPoint{point=PointSample{avg=1.2190751477076796E-14}, derivative=-1.6897861138585877E-16}, evalInputDelta = -2.7974754066521903E-14
F(3.0083863322724755) = LineSearchPoint{point=PointSample{avg=6.677725949392943E-14}, derivative=2.1064368368296123E-15}, evalInputDelta = 2.661175395033073E-14
F(0.2314143332517289) = LineSearchPoint{point=PointSample{avg=1.3607821658499917E-14}, derivative=-1.8278590206218723E-16}, evalInputDelta = -2.6557683885098783E-14
F(1.6199003327621022) = LineSearchPoint{point=PointSample{avg=3.0039240858491034E-14}, derivative=-4.876505300417517E-17}, evalInputDelta = -1.0126264685107667E-14
F(11.339302329334716) = LineSearchPoint{point=PointSample{avg=2.2617088338194306E-13}, derivative=1.157756143842152E-14}, evalInputDelta = 1.8600537783834434E-13
F(0.8722540253334397) = LineSearchPoint{point=PointSample{avg=7.3526426170487E-15}, derivative=-7.88684516322944E-17}, evalInputDelta = -3.2812862926550004E-14
F(6.105778177334077) = LineSearchPoint{point=PointSample{avg=1.3482443240743768E-13}, derivative=6.228668650196159E-15}, evalInputDelta = 9.465892686383898E-14
F(0.4696752444103136) = LineSearchPoint{point=PointSample{avg=1.2102279664385391E-14}, derivative=-1.6732882907715877E-16}, evalInputDelta = -2.806322587921331E-14
F(3.287726710872195) = LineSearchPoint{point=PointSample{avg=6.736092870447633E-14}, derivative=2.115188381562842E-15}, evalInputDelta = 2.7195423160877627E-14
F(0.25290205468247656) = LineSearchPoint{point=PointSample{avg=1.3565886589797174E-14}, derivative=-1.8205659720279117E-16}, evalInputDelta = -2.6599618953801526E-14
F(1.770314382777336) = LineSearchPoint{point=PointSample{avg=2.996292514219037E-14}, derivative=-4.7216947696893625E-17}, evalInputDelta = -1.020258040140833E-14
F(12.392200679441352) = LineSearchPoint{point=PointSample{avg=2.4535332560756725E-13}, derivative=1.2624023064686947E-14}, evalInputDelta = 2.0518782006396854E-13
Loops = 52
F(1.7913423214853994) = LineSearchPoint{point=PointSample{avg=2.99495589926732E-14}, derivative=-4.7063546295897995E-17}, evalInputDelta = -1.0215946550925503E-14
Left bracket at 1.7913423214853994
F(1.8307165285619633) = LineSearchPoint{point=PointSample{avg=2.973186347017958E-14}, derivative=-4.4882039968810206E-17}, evalInputDelta = -1.043364207341912E-14
Left bracket at 1.8307165285619633
F(1.868132623313159) = LineSearchPoint{point=PointSample{avg=2.970123058083E-14}, derivative=-4.453397433433496E-17}, evalInputDelta = -1.04642749627687E-14
Left bracket at 1.868132623313159
F(1.9051280423858112) = LineSearchPoint{point=PointSample{avg=2.967810159256776E-14}, derivative=-4.430777313639586E-17}, evalInputDelta = -1.0487403951030943E-14
Left bracket at 1.9051280423858112
F(1.9418068157156216) = LineSearchPoint{point=PointSample{avg=4.2736437860521333E-14}, derivative=9.551614588695724E-16}, evalInputDelta = 2.570932316922633E-15
Right bracket at 1.9418068157156216
Converged to left
Fitness changed from 4.01655055435987E-14 to 7.097573165140051E-15
Iteration 6 complete. Error: 7.097573165140051E-15 Total: 19.5705; Orientation: 0.0005; Line Search: 19.2760
Final threshold in iteration 6: 7.097573165140051E-15 (> 0.0) after 34.366s (< 30.000s)