Reset training subject: 12252461453548
Reset training subject: 12252632928062
Constructing line search parameters: GD
F(0.0) = LineSearchPoint{point=PointSample{avg=140.2819486262868}, derivative=-93.35190322086805}
New Minimum: 140.2819486262868 > 140.28194861695164
F(1.0E-10) = LineSearchPoint{point=PointSample{avg=140.28194861695164}, derivative=-93.35190321465349}, evalInputDelta = -9.335167305835057E-9
New Minimum: 140.28194861695164 > 140.28194856094046
F(7.000000000000001E-10) = LineSearchPoint{point=PointSample{avg=140.28194856094046}, derivative=-93.35190317736527}, evalInputDelta = -6.534634167110198E-8
New Minimum: 140.28194856094046 > 140.28194816886253
F(4.900000000000001E-9) = LineSearchPoint{point=PointSample{avg=140.28194816886253}, derivative=-93.35190291634765}, evalInputDelta = -4.5742427801087615E-7
New Minimum: 140.28194816886253 > 140.28194542431658
F(3.430000000000001E-8) = LineSearchPoint{point=PointSample{avg=140.28194542431658}, derivative=-93.35190108922433}, evalInputDelta = -3.2019702302932274E-6
New Minimum: 140.28194542431658 > 140.28192621249664
F(2.4010000000000004E-7) = LineSearchPoint{point=PointSample{avg=140.28192621249664}, derivative=-93.35188829936217}, evalInputDelta = -2.241379016254541E-5
New Minimum: 140.28192621249664 > 140.28179172983084
F(1.6807000000000003E-6) = LineSearchPoint{point=PointSample{avg=140.28179172983084}, derivative=-93.35179877032658}, evalInputDelta = -1.5689645596239643E-4
New Minimum: 140.28179172983084 > 140.28085035478162
F(1.1764900000000001E-5) = LineSearchPoint{point=PointSample{avg=140.28085035478162}, derivative=-93.35117206707949}, evalInputDelta = -0.0010982715051852665
New Minimum: 140.28085035478162 > 140.2742609063912
F(8.235430000000001E-5) = LineSearchPoint{point=PointSample{avg=140.2742609063912}, derivative=-93.34678514443281}, evalInputDelta = -0.007687719895614009
New Minimum: 140.2742609063912 > 140.22814343842438
F(5.764801000000001E-4) = LineSearchPoint{point=PointSample{avg=140.22814343842438}, derivative=-93.31607668997596}, evalInputDelta = -0.053805187862423054
New Minimum: 140.22814343842438 > 139.9057460299199
F(0.004035360700000001) = LineSearchPoint{point=PointSample{avg=139.9057460299199}, derivative=-93.10111770816087}, evalInputDelta = -0.3762025963669089
New Minimum: 139.9057460299199 > 137.6697825745626
F(0.028247524900000005) = LineSearchPoint{point=PointSample{avg=137.6697825745626}, derivative=-91.59641460527617}, evalInputDelta = -2.6121660517242162
New Minimum: 137.6697825745626 > 123.03810873107062
F(0.19773267430000002) = LineSearchPoint{point=PointSample{avg=123.03810873107062}, derivative=-81.06397159723132}, evalInputDelta = -17.243839895216183
New Minimum: 123.03810873107062 > 70.58904880147733
F(1.3841287201) = LineSearchPoint{point=PointSample{avg=70.58904880147733}, derivative=-7.360324314990135}, evalInputDelta = -69.69289982480947
F(9.688901040700001) = LineSearchPoint{point=PointSample{avg=2148.407483712688}, derivative=507.41704228120295}, evalInputDelta = 2008.1255350864014
F(0.7453000800538463) = LineSearchPoint{point=PointSample{avg=87.96523413946574}, derivative=-47.041803818435206}, evalInputDelta = -52.31671448682107
F(5.217100560376924) = LineSearchPoint{point=PointSample{avg=498.32916589651575}, derivative=230.47878334316684}, evalInputDelta = 358.04721727022894
F(0.40131542772130185) = LineSearchPoint{point=PointSample{avg=107.82259298457802}, derivative=-68.41368302661468}, evalInputDelta = -32.45935564170878
F(2.809207994049113) = LineSearchPoint{point=PointSample{avg=123.15065427996232}, derivative=81.11702940446428}, evalInputDelta = -17.13129434632448
123.15065427996232 <= 140.2819486262868
New Minimum: 70.58904880147733 > 70.15290768476362
F(1.5031037838176389) = LineSearchPoint{point=PointSample{avg=70.15290768476362}, derivative=0.028616402239335027}, evalInputDelta = -70.12904094152319
Right bracket at 1.5031037838176389
Converged to right
Fitness changed from 140.2819486262868 to 70.15290768476362
Iteration 1 complete. Error: 70.15290768476362 Total: 5.9894; Orientation: 0.0962; Line Search: 5.3802
F(0.0) = LineSearchPoint{point=PointSample{avg=70.15290768476362}, derivative=-0.004405679484984759}
New Minimum: 70.15290768476362 > 70.14960038564922
F(1.5031037838176389) = LineSearchPoint{point=PointSample{avg=70.14960038564922}, derivative=5.053033261679993E-6}, evalInputDelta = -0.0033072991143967556
70.14960038564922 <= 70.15290768476362
Converged to right
Fitness changed from 70.15290768476362 to 70.14960038564922
Iteration 2 complete. Error: 70.14960038564922 Total: 0.7610; Orientation: 0.0954; Line Search: 0.4953
F(0.0) = LineSearchPoint{point=PointSample{avg=70.14960038564922}, derivative=-7.553855516981576E-7}
New Minimum: 70.14960038564922 > 70.14959956545579
F(1.5031037838176389) = LineSearchPoint{point=PointSample{avg=70.14959956545579}, derivative=-3.3594750882265566E-7}, evalInputDelta = -8.20193434947214E-7
F(10.521726486723471) = LineSearchPoint{point=PointSample{avg=70.14960788393233}, derivative=2.180680750642179E-6}, evalInputDelta = 7.498283110862758E-6
F(0.8093635759018055) = LineSearchPoint{point=PointSample{avg=70.14959986566555}, derivative=-5.295342978548454E-7}, evalInputDelta = -5.19983672120361E-7
F(5.6655450313126385) = LineSearchPoint{point=PointSample{avg=70.14960058447492}, derivative=8.255732258370512E-7}, evalInputDelta = 1.9882570256868348E-7
F(0.43581115625481837) = LineSearchPoint{point=PointSample{avg=70.14960008294375}, derivative=-6.337733380939329E-7}, evalInputDelta = -3.0270547313193674E-7
New Minimum: 70.14959956545579 > 70.14959937971007
F(3.050678093783729) = LineSearchPoint{point=PointSample{avg=70.14959937971007}, derivative=9.589994371345713E-8}, evalInputDelta = -1.0059391541972218E-6
70.14959937971007 <= 70.14960038564922
New Minimum: 70.14959937971007 > 70.14959936323118
F(2.707009772100088) = LineSearchPoint{point=PointSample{avg=70.14959936323118}, derivative=-2.154166250523256E-17}, evalInputDelta = -1.0224180471141153E-6
Left bracket at 2.707009772100088
Converged to left
Fitness changed from 70.14960038564922 to 70.14959936323118
Iteration 3 complete. Error: 70.14959936323118 Total: 2.5041; Orientation: 0.0960; Line Search: 2.2383
F(0.0) = LineSearchPoint{point=PointSample{avg=70.14959936323118}, derivative=-6.079216870756877E-7}
New Minimum: 70.14959936323118 > 70.14959837989997
F(2.707009772100088) = LineSearchPoint{point=PointSample{avg=70.14959837989997}, derivative=-1.1858563555600598E-7}, evalInputDelta = -9.8333120490679E-7
F(18.94906840470062) = LineSearchPoint{point=PointSample{avg=70.14962029729963}, derivative=2.817430674497857E-6}, evalInputDelta = 2.0934068459155242E-5
F(1.4576206465154322) = LineSearchPoint{point=PointSample{avg=70.14959866914522}, derivative=-3.4443304395413417E-7}, evalInputDelta = -6.940859549331435E-7
F(10.203344525608026) = LineSearchPoint{point=PointSample{avg=70.14960257002568}, derivative=1.2364988150138693E-6}, evalInputDelta = 3.2067945028302347E-6
F(0.784872655816002) = LineSearchPoint{point=PointSample{avg=70.14959894176835}, derivative=-4.6604318693447854E-7}, evalInputDelta = -4.2146282908106514E-7
F(5.494108590712013) = LineSearchPoint{point=PointSample{avg=70.14959875147902}, derivative=3.8522781397647485E-7}, evalInputDelta = -6.117521564874551E-7
70.14959875147902 <= 70.14959936323118
New Minimum: 70.14959837989997 > 70.1495983410029
F(3.363026170686514) = LineSearchPoint{point=PointSample{avg=70.1495983410029}, derivative=-1.8412431630499557E-17}, evalInputDelta = -1.0222282753602485E-6
Left bracket at 3.363026170686514
Converged to left
Fitness changed from 70.14959936323118 to 70.1495983410029
Iteration 4 complete. Error: 70.1495983410029 Total: 2.4847; Orientation: 0.0970; Line Search: 2.2169
F(0.0) = LineSearchPoint{point=PointSample{avg=70.1495983410029}, derivative=-7.558955282765796E-7}
New Minimum: 70.1495983410029 > 70.14959737929834
F(3.363026170686514) = LineSearchPoint{point=PointSample{avg=70.14959737929834}, derivative=1.8396744416730713E-7}, evalInputDelta = -9.61704557767007E-7
70.14959737929834 <= 70.1495983410029
New Minimum: 70.14959737929834 > 70.14959731874785
F(2.7047522015777865) = LineSearchPoint{point=PointSample{avg=70.14959731874785}, derivative=-5.984348652844716E-17}, evalInputDelta = -1.022255048610532E-6
Left bracket at 2.7047522015777865
Converged to left
Fitness changed from 70.1495983410029 to 70.14959731874785
Iteration 5 complete. Error: 70.14959731874785 Total: 1.2690; Orientation: 0.0984; Line Search: 1.0013
F(0.0) = LineSearchPoint{point=PointSample{avg=70.14959731874785}, derivative=-6.084558781217458E-7}
New Minimum: 70.14959731874785 > 70.14959633549476
F(2.7047522015777865) = LineSearchPoint{point=PointSample{avg=70.14959633549476}, derivative=-1.1860007342455114E-7}, evalInputDelta = -9.832530878384205E-7
F(18.933265411044506) = LineSearchPoint{point=PointSample{avg=70.14961825968612}, derivative=2.820534757620918E-6}, evalInputDelta = 2.0940938270541665E-5
F(1.4564050316188082) = LineSearchPoint{point=PointSample{avg=70.14959662466654}, derivative=-3.4468736791586674E-7}, evalInputDelta = -6.940813079836516E-7
F(10.194835221331658) = LineSearchPoint{point=PointSample{avg=70.14960052740818}, derivative=1.2379236941155573E-6}, evalInputDelta = 3.208660331210922E-6
F(0.7842180939485891) = LineSearchPoint{point=PointSample{avg=70.14959689727668}, derivative=-4.6642668032308357E-7}, evalInputDelta = -4.2147117085278296E-7
F(5.489526657640123) = LineSearchPoint{point=PointSample{avg=70.14959670746885}, derivative=3.857485066943149E-7}, evalInputDelta = -6.112790060797124E-7
70.14959670746885 <= 70.14959731874785
New Minimum: 70.14959633549476 > 70.14959629666191
F(3.359605745015012) = LineSearchPoint{point=PointSample{avg=70.14959629666191}, derivative=-6.328908420897964E-17}, evalInputDelta = -1.022085939439421E-6
Left bracket at 3.359605745015012
Converged to left
Fitness changed from 70.14959731874785 to 70.14959629666191
Iteration 6 complete. Error: 70.14959629666191 Total: 2.7297; Orientation: 0.0972; Line Search: 2.4613
F(0.0) = LineSearchPoint{point=PointSample{avg=70.14959629666191}, derivative=-7.564072447878329E-7}
New Minimum: 70.14959629666191 > 70.14959533494246
F(3.359605745015012) = LineSearchPoint{point=PointSample{avg=70.14959533494246}, derivative=1.8388800097482236E-7}, evalInputDelta = -9.617194507427484E-7
70.14959533494246 <= 70.14959629666191
New Minimum: 70.14959533494246 > 70.14959527453357
F(2.7025874443287625) = LineSearchPoint{point=PointSample{avg=70.14959527453357}, derivative=-7.840835761967289E-17}, evalInputDelta = -1.0221283446298912E-6
Left bracket at 2.7025874443287625
Converged to left
Fitness changed from 70.14959629666191 to 70.14959527453357
Iteration 7 complete. Error: 70.14959527453357 Total: 1.2979; Orientation: 0.1024; Line Search: 1.0193
F(0.0) = LineSearchPoint{point=PointSample{avg=70.14959527453357}, derivative=-6.089870700248322E-7}
New Minimum: 70.14959527453357 > 70.14959429132169
F(2.7025874443287625) = LineSearchPoint{point=PointSample{avg=70.14959429132169}, derivative=-1.1862074260256487E-7}, evalInputDelta = -9.832118763597464E-7
F(18.918112110301337) = LineSearchPoint{point=PointSample{avg=70.14961622246598}, derivative=2.8235772266911866E-6}, evalInputDelta = 2.094793241269599E-5
F(1.4552393931001029) = LineSearchPoint{point=PointSample{avg=70.14959458043478}, derivative=-3.449436629782049E-7}, evalInputDelta = -6.940987873349513E-7
F(10.18667575170072) = LineSearchPoint{point=PointSample{avg=70.14959848501576}, derivative=1.2393167806473653E-6}, evalInputDelta = 3.21048219120712E-6
F(0.7835904424385169) = LineSearchPoint{point=PointSample{avg=70.14959485304148}, derivative=-4.6680985085348604E-7}, evalInputDelta = -4.2149208923092374E-7
F(5.485133097069618) = LineSearchPoint{point=PointSample{avg=70.14959466367182}, derivative=3.8625346455824593E-7}, evalInputDelta = -6.108617469635647E-7
70.14959466367182 <= 70.14959527453357
New Minimum: 70.14959429132169 > 70.14959425254682
F(3.3563495631535907) = LineSearchPoint{point=PointSample{avg=70.14959425254682}, derivative=-1.0736941993792228E-16}, evalInputDelta = -1.021986747673509E-6
Left bracket at 3.3563495631535907
Converged to left
Fitness changed from 70.14959527453357 to 70.14959425254682
Iteration 8 complete. Error: 70.14959425254682 Total: 2.4852; Orientation: 0.0958; Line Search: 2.2203
F(0.0) = LineSearchPoint{point=PointSample{avg=70.14959425254682}, derivative=-7.569219352170707E-7}
New Minimum: 70.14959425254682 > 70.14959329077156
F(3.3563495631535907) = LineSearchPoint{point=PointSample{avg=70.14959329077156}, derivative=1.8381401645432395E-7}, evalInputDelta = -9.61775256769215E-7
70.14959329077156 <= 70.14959425254682
New Minimum: 70.14959329077156 > 70.14959323049803
F(2.7005395106815233) = LineSearchPoint{point=PointSample{avg=70.14959323049803}, derivative=-9.67156512855945E-17}, evalInputDelta = -1.0220487922651955E-6
Left bracket at 2.7005395106815233
Converged to left
Fitness changed from 70.14959425254682 to 70.14959323049803
Iteration 9 complete. Error: 70.14959323049803 Total: 1.2770; Orientation: 0.0965; Line Search: 1.0113
F(0.0) = LineSearchPoint{point=PointSample{avg=70.14959323049803}, derivative=-6.095148703474027E-7}
New Minimum: 70.14959323049803 > 70.14959224728172
F(2.7005395106815233) = LineSearchPoint{point=PointSample{avg=70.14959224728172}, derivative=-1.1864800600916292E-7}, evalInputDelta = -9.832163101464175E-7
F(18.903776574770664) = LineSearchPoint{point=PointSample{avg=70.14961418569649}, derivative=2.8265531866262606E-6}, evalInputDelta = 2.0955198465344438E-5
F(1.4541366595977434) = LineSearchPoint{point=PointSample{avg=70.14959253635367}, derivative=-3.4520194343398014E-7}, evalInputDelta = -6.94144361546023E-7
F(10.178956617184204) = LineSearchPoint{point=PointSample{avg=70.14959644277697}, derivative=1.2406756199284968E-6}, evalInputDelta = 3.2122789406230368E-6
F(0.7829966628603233) = LineSearchPoint{point=PointSample{avg=70.14959280896888}, derivative=-4.671925250972043E-7}, evalInputDelta = -4.21529151140021E-7
F(5.480976640022263) = LineSearchPoint{point=PointSample{avg=70.14959261999034}, derivative=3.8674154694409464E-7}, evalInputDelta = -6.105076835183354E-7
70.14959261999034 <= 70.14959323049803
New Minimum: 70.14959224728172 > 70.14959220855795
F(3.353290084898733) = LineSearchPoint{point=PointSample{avg=70.14959220855795}, derivative=-1.504324955669921E-16}, evalInputDelta = -1.0219400792266242E-6
Left bracket at 3.353290084898733
Converged to left
Fitness changed from 70.14959323049803 to 70.14959220855795
Iteration 10 complete. Error: 70.14959220855795 Total: 2.5594; Orientation: 0.0978; Line Search: 2.2200
F(0.0) = LineSearchPoint{point=PointSample{avg=70.14959220855795}, derivative=-7.574406635666491E-7}
New Minimum: 70.14959220855795 > 70.14959124667993
F(3.353290084898733) = LineSearchPoint{point=PointSample{avg=70.14959124667993}, derivative=1.8374857183530677E-7}, evalInputDelta = -9.618780154596607E-7
70.14959124667993 <= 70.14959220855795
New Minimum: 70.14959124667993 > 70.1495911865332
F(2.6986265582950835) = LineSearchPoint{point=PointSample{avg=70.1495911865332}, derivative=-1.1445209768462593E-16}, evalInputDelta = -1.0220247474990174E-6
Left bracket at 2.6986265582950835
Converged to left
Fitness changed from 70.14959220855795 to 70.1495911865332
Iteration 11 complete. Error: 70.1495911865332 Total: 1.2830; Orientation: 0.0981; Line Search: 1.0146
F(0.0) = LineSearchPoint{point=PointSample{avg=70.1495911865332}, derivative=-6.100390467631346E-7}
New Minimum: 70.1495911865332 > 70.14959020326027
F(2.6986265582950835) = LineSearchPoint{point=PointSample{avg=70.14959020326027}, derivative=-1.1868194993488064E-7}, evalInputDelta = -9.832729261916029E-7
F(18.890385908065586) = LineSearchPoint{point=PointSample{avg=70.14961214939835}, derivative=2.8294606394098985E-6}, evalInputDelta = 2.0962865150409016E-5
F(1.4531066083127373) = LineSearchPoint{point=PointSample{avg=70.14959049231064}, derivative=-3.454621485193169E-7}, evalInputDelta = -6.942225638795207E-7
F(10.171746258189161) = LineSearchPoint{point=PointSample{avg=70.14959440060258}, derivative=1.2419992433374872E-6}, evalInputDelta = 3.2140693804194598E-6
F(0.7824420198607047) = LineSearchPoint{point=PointSample{avg=70.1495907649481}, derivative=-4.675745631073965E-7}, evalInputDelta = -4.2158509927503474E-7
F(5.477094139024933) = LineSearchPoint{point=PointSample{avg=70.14959057631177}, derivative=3.8721233951591014E-7}, evalInputDelta = -6.102214342718071E-7
70.14959057631177 <= 70.1495911865332
New Minimum: 70.14959020326027 > 70.14959016458042
F(3.350450381492672) = LineSearchPoint{point=PointSample{avg=70.14959016458042}, derivative=-1.9151054948417148E-16}, evalInputDelta = -1.0219527837307396E-6
Left bracket at 3.350450381492672
Converged to left
Fitness changed from 70.1495911865332 to 70.14959016458042
Iteration 12 complete. Error: 70.14959016458042 Total: 2.4956; Orientation: 0.0972; Line Search: 2.2275
F(0.0) = LineSearchPoint{point=PointSample{avg=70.14959016458042}, derivative=-7.579642782350597E-7}
New Minimum: 70.14959016458042 > 70.14958920254874
F(3.350450381492672) = LineSearchPoint{point=PointSample{avg=70.14958920254874}, derivative=1.836942166033171E-7}, evalInputDelta = -9.620316774316962E-7
70.14958920254874 <= 70.14959016458042
New Minimum: 70.14958920254874 > 70.14958914251841
F(2.696860612515739) = LineSearchPoint{point=PointSample{avg=70.14958914251841}, derivative=-1.3119968605729716E-16}, evalInputDelta = -1.0220620083600807E-6
Left bracket at 2.696860612515739
Converged to left
Fitness changed from 70.14959016458042 to 70.14958914251841
Iteration 13 complete. Error: 70.14958914251841 Total: 1.2682; Orientation: 0.0979; Line Search: 1.0008
F(0.0) = LineSearchPoint{point=PointSample{avg=70.14958914251841}, derivative=-6.105595159508397E-7}
New Minimum: 70.14958914251841 > 70.14958815913253
F(2.696860612515739) = LineSearchPoint{point=PointSample{avg=70.14958815913253}, derivative=-1.1872242978109984E-7}, evalInputDelta = -9.833858740648793E-7
F(18.878024287610174) = LineSearchPoint{point=PointSample{avg=70.1496101135547}, derivative=2.8323000972901272E-6}, evalInputDelta = 2.0971036292394274E-5
F(1.4521557144315518) = LineSearchPoint{point=PointSample{avg=70.14958844818202}, derivative=-3.4572416191769747E-7}, evalInputDelta = -6.943363928257895E-7
F(10.165090001020863) = LineSearchPoint{point=PointSample{avg=70.14959235838921}, derivative=1.2432879651613514E-6}, evalInputDelta = 3.2158708052065776E-6
F(0.7819300000785279) = LineSearchPoint{point=PointSample{avg=70.14958872085664}, derivative=-4.6795586379596596E-7}, evalInputDelta = -4.2166176683622325E-7
F(5.473510000549695) = LineSearchPoint{point=PointSample{avg=70.1495885325136}, derivative=3.8766604996278274E-7}, evalInputDelta = -6.100048040025285E-7
70.1495885325136 <= 70.14958914251841
New Minimum: 70.14958815913253 > 70.14958812048935
F(3.3478441452549217) = LineSearchPoint{point=PointSample{avg=70.14958812048935}, derivative=-2.305645917041071E-16}, evalInputDelta = -1.022029053387996E-6
Left bracket at 3.3478441452549217
Converged to left
Fitness changed from 70.14958914251841 to 70.14958812048935
Iteration 14 complete. Error: 70.14958812048935 Total: 2.4910; Orientation: 0.0969; Line Search: 2.2257
Final threshold in iteration 14: 70.14958812048935 (> 0.0) after 30.895s (< 30.000s)