Reset training subject: 12637056607152
Reset training subject: 12637243808947
Constructing line search parameters: GD
F(0.0) = LineSearchPoint{point=PointSample{avg=169.04666909854672}, derivative=-0.031125607009495855}
New Minimum: 169.04666909854672 > 169.0466690985436
F(1.0E-10) = LineSearchPoint{point=PointSample{avg=169.0466690985436}, derivative=-0.03112560700949548}, evalInputDelta = -3.126388037344441E-12
New Minimum: 169.0466690985436 > 169.0466690985249
F(7.000000000000001E-10) = LineSearchPoint{point=PointSample{avg=169.0466690985249}, derivative=-0.031125607009493267}, evalInputDelta = -2.1827872842550278E-11
New Minimum: 169.0466690985249 > 169.0466690983942
F(4.900000000000001E-9) = LineSearchPoint{point=PointSample{avg=169.0466690983942}, derivative=-0.03112560700947774}, evalInputDelta = -1.525108928035479E-10
New Minimum: 169.0466690983942 > 169.04666909747908
F(3.430000000000001E-8) = LineSearchPoint{point=PointSample{avg=169.04666909747908}, derivative=-0.031125607009369057}, evalInputDelta = -1.0676330930436961E-9
New Minimum: 169.04666909747908 > 169.04666909107345
F(2.4010000000000004E-7) = LineSearchPoint{point=PointSample{avg=169.04666909107345}, derivative=-0.03112560700860828}, evalInputDelta = -7.47326112104929E-9
New Minimum: 169.04666909107345 > 169.0466690462339
F(1.6807000000000003E-6) = LineSearchPoint{point=PointSample{avg=169.0466690462339}, derivative=-0.031125607003282804}, evalInputDelta = -5.2312827847345034E-8
New Minimum: 169.0466690462339 > 169.04666873235706
F(1.1764900000000001E-5) = LineSearchPoint{point=PointSample{avg=169.04666873235706}, derivative=-0.031125606966004537}, evalInputDelta = -3.661896528228681E-7
New Minimum: 169.04666873235706 > 169.04666653521912
F(8.235430000000001E-5) = LineSearchPoint{point=PointSample{avg=169.04666653521912}, derivative=-0.031125606705056628}, evalInputDelta = -2.563327598181786E-6
New Minimum: 169.04666653521912 > 169.04665115525427
F(5.764801000000001E-4) = LineSearchPoint{point=PointSample{avg=169.04665115525427}, derivative=-0.031125604878421243}, evalInputDelta = -1.7943292448308057E-5
New Minimum: 169.04665115525427 > 169.0465434955255
F(0.004035360700000001) = LineSearchPoint{point=PointSample{avg=169.0465434955255}, derivative=-0.031125592091973603}, evalInputDelta = -1.256030212175574E-4
New Minimum: 169.0465434955255 > 169.0457898786625
F(0.028247524900000005) = LineSearchPoint{point=PointSample{avg=169.0457898786625}, derivative=-0.031125502586840128}, evalInputDelta = -8.792198842115795E-4
New Minimum: 169.0457898786625 > 169.0405146213007
F(0.19773267430000002) = LineSearchPoint{point=PointSample{avg=169.0405146213007}, derivative=-0.03112487605090577}, evalInputDelta = -0.006154477246013812
New Minimum: 169.0405146213007 > 169.00359079304704
F(1.3841287201) = LineSearchPoint{point=PointSample{avg=169.00359079304704}, derivative=-0.031120490299365276}, evalInputDelta = -0.04307830549967662
New Minimum: 169.00359079304704 > 168.74526968594336
F(9.688901040700001) = LineSearchPoint{point=PointSample{avg=168.74526968594336}, derivative=-0.031089790038581783}, evalInputDelta = -0.30139941260335945
New Minimum: 168.74526968594336 > 166.94416077914536
F(67.8223072849) = LineSearchPoint{point=PointSample{avg=166.94416077914536}, derivative=-0.03087488821309734}, evalInputDelta = -2.102508319401352
New Minimum: 166.94416077914536 > 154.68620173501756
F(474.7561509943) = LineSearchPoint{point=PointSample{avg=154.68620173501756}, derivative=-0.02937057543470628}, evalInputDelta = -14.360467363529153
New Minimum: 154.68620173501756 > 86.02085029557433
F(3323.2930569601003) = LineSearchPoint{point=PointSample{avg=86.02085029557433}, derivative=-0.018840385985968815}, evalInputDelta = -83.02581880297238
F(23263.0513987207) = LineSearchPoint{point=PointSample{avg=445.2411218226008}, derivative=0.05487094015519338}, evalInputDelta = 276.1944527240541
F(1789.4654922092848) = LineSearchPoint{point=PointSample{avg=119.26723303100027}, derivative=-0.02451048799682745}, evalInputDelta = -49.77943606754644
New Minimum: 86.02085029557433 > 69.17868782630259
F(12526.258445464993) = LineSearchPoint{point=PointSample{avg=69.17868782630259}, derivative=0.015180226079182967}, evalInputDelta = -99.86798127224412
69.17868782630259 <= 169.04666909854672
New Minimum: 69.17868782630259 > 38.01045715218005
F(8419.833348560232) = LineSearchPoint{point=PointSample{avg=38.01045715218005}, derivative=1.6263032587282567E-19}, evalInputDelta = -131.03621194636668
Right bracket at 8419.833348560232
Converged to right
Fitness changed from 169.04666909854672 to 38.01045715218005
Iteration 1 complete. Error: 38.01045715218005 Total: 7.4917; Orientation: 0.1303; Line Search: 6.7237
F(0.0) = LineSearchPoint{point=PointSample{avg=38.01045715218005}, derivative=-0.005350022028722618}
New Minimum: 38.01045715218005 > 16.041777518117136
F(8419.833348560232) = LineSearchPoint{point=PointSample{avg=16.041777518117136}, derivative=1.3170505625676777E-4}, evalInputDelta = -21.968679634062916
16.041777518117136 <= 38.01045715218005
New Minimum: 16.041777518117136 > 16.028455777095914
F(8217.536771650493) = LineSearchPoint{point=PointSample{avg=16.028455777095914}, derivative=4.472333961502706E-19}, evalInputDelta = -21.98200137508414
Right bracket at 8217.536771650493
Converged to right
Fitness changed from 38.01045715218005 to 16.028455777095914
Iteration 2 complete. Error: 16.028455777095914 Total: 1.4251; Orientation: 0.1333; Line Search: 1.0991
F(0.0) = LineSearchPoint{point=PointSample{avg=16.028455777095914}, derivative=-0.0016993554281217705}
New Minimum: 16.028455777095914 > 8.67940425251031
F(8217.536771650493) = LineSearchPoint{point=PointSample{avg=8.67940425251031}, derivative=-8.927095197279572E-5}, evalInputDelta = -7.3490515245856045
F(57522.757401553456) = LineSearchPoint{point=PointSample{avg=242.43459125757096}, derivative=0.009571235904921052}, evalInputDelta = 226.40613548047503
F(4424.827492427189) = LineSearchPoint{point=PointSample{avg=10.427194328043463}, derivative=-8.323868640415531E-4}, evalInputDelta = -5.601261449052451
F(30973.792446990323) = LineSearchPoint{point=PointSample{avg=57.379538719386375}, derivative=0.004369424520439749}, evalInputDelta = 41.35108294229046
F(2382.5994189992557) = LineSearchPoint{point=PointSample{avg=12.535706043667329}, derivative=-0.0012325262013093458}, evalInputDelta = -3.4927497334285853
F(16678.19593299479) = LineSearchPoint{point=PointSample{avg=14.936815579174073}, derivative=0.001568449159565202}, evalInputDelta = -1.0916401979218406
14.936815579174073 <= 16.028455777095914
New Minimum: 8.67940425251031 > 8.659067419158724
F(8673.157170048036) = LineSearchPoint{point=PointSample{avg=8.659067419158724}, derivative=8.131516293641283E-20}, evalInputDelta = -7.36938835793719
Right bracket at 8673.157170048036
Converged to right
Fitness changed from 16.028455777095914 to 8.659067419158724
Iteration 3 complete. Error: 8.659067419158724 Total: 2.8023; Orientation: 0.1254; Line Search: 2.4891
F(0.0) = LineSearchPoint{point=PointSample{avg=8.659067419158724}, derivative=-7.609779782731403E-4}
New Minimum: 8.659067419158724 > 5.388093857353098
F(8673.157170048036) = LineSearchPoint{point=PointSample{avg=5.388093857353098}, derivative=6.702805421059023E-6}, evalInputDelta = -3.2709735618056257
5.388093857353098 <= 8.659067419158724
Converged to right
Fitness changed from 8.659067419158724 to 5.388093857353098
Iteration 4 complete. Error: 5.388093857353098 Total: 0.9337; Orientation: 0.1378; Line Search: 0.6030
F(0.0) = LineSearchPoint{point=PointSample{avg=5.388093857353098}, derivative=-3.9246660396052347E-4}
New Minimum: 5.388093857353098 > 3.6484311945770838
F(8673.157170048036) = LineSearchPoint{point=PointSample{avg=3.6484311945770838}, derivative=-8.693579965067443E-6}, evalInputDelta = -1.7396626627760146
F(60712.100190336256) = LineSearchPoint{point=PointSample{avg=63.10945406740236}, derivative=0.0022939445640076696}, evalInputDelta = 57.72136021004926
F(4670.161553102789) = LineSearchPoint{point=PointSample{avg=4.037748880062573}, derivative=-1.8581959103989334E-4}, evalInputDelta = -1.3503449772905256
F(32691.130871719524) = LineSearchPoint{point=PointSample{avg=16.20225264723414}, derivative=0.001054062486483888}, evalInputDelta = 10.814158789881041
F(2514.7023747476555) = LineSearchPoint{point=PointSample{avg=4.54106446939835}, derivative=-2.8119513546479957E-4}, evalInputDelta = -0.8470293879547484
F(17602.91662323359) = LineSearchPoint{point=PointSample{avg=5.334995289094836}, derivative=3.864336755095442E-4}, evalInputDelta = -0.05309856825826209
5.334995289094836 <= 5.388093857353098
New Minimum: 3.6484311945770838 > 3.647577170562389
F(8869.629513576547) = LineSearchPoint{point=PointSample{avg=3.647577170562389}, derivative=6.776263578034403E-21}, evalInputDelta = -1.7405166867907091
Right bracket at 8869.629513576547
Converged to right
Fitness changed from 5.388093857353098 to 3.647577170562389
Iteration 5 complete. Error: 3.647577170562389 Total: 3.0080; Orientation: 0.1385; Line Search: 2.6659
F(0.0) = LineSearchPoint{point=PointSample{avg=3.647577170562389}, derivative=-2.3148221753419186E-4}
New Minimum: 3.647577170562389 > 2.605142309960333
F(8869.629513576547) = LineSearchPoint{point=PointSample{avg=2.605142309960333}, derivative=-3.574919634034636E-6}, evalInputDelta = -1.0424348606020564
F(62087.40659503583) = LineSearchPoint{point=PointSample{avg=38.80105235845705}, derivative=0.001363868867766909}, evalInputDelta = 35.15347518789466
F(4775.954353464294) = LineSearchPoint{point=PointSample{avg=2.835079587563003}, derivative=-1.0876290328026107E-4}, evalInputDelta = -0.8124975829993861
F(33431.68047425006) = LineSearchPoint{point=PointSample{avg=10.268232796036179}, derivative=6.275529822433239E-4}, evalInputDelta = 6.620655625473789
F(2571.6677287884663) = LineSearchPoint{point=PointSample{avg=3.137249248909055}, derivative=-1.6540258678207528E-4}, evalInputDelta = -0.5103279216533343
F(18001.674101519264) = LineSearchPoint{point=PointSample{avg=3.643913651634046}, derivative=2.310751977306243E-4}, evalInputDelta = -0.003663518928343379
3.643913651634046 <= 3.647577170562389
New Minimum: 2.605142309960333 > 2.6048936248300913
F(9008.757189552016) = LineSearchPoint{point=PointSample{avg=2.6048936248300913}, derivative=-1.7787691892340307E-20}, evalInputDelta = -1.0426835457322978
Left bracket at 9008.757189552016
Converged to left
Fitness changed from 3.647577170562389 to 2.6048936248300913
Iteration 6 complete. Error: 2.6048936248300913 Total: 2.7716; Orientation: 0.1269; Line Search: 2.4582
F(0.0) = LineSearchPoint{point=PointSample{avg=2.6048936248300913}, derivative=-1.494122365841466E-4}
New Minimum: 2.6048936248300913 > 1.929138337983983
F(9008.757189552016) = LineSearchPoint{point=PointSample{avg=1.929138337983983}, derivative=-6.09630500876329E-7}, evalInputDelta = -0.6757552868461083
F(63061.30032686411) = LineSearchPoint{point=PointSample{avg=26.025664111818827}, derivative=8.922060059987453E-4}, evalInputDelta = 23.420770486988737
F(4850.869255912624) = LineSearchPoint{point=PointSample{avg=2.0744510887477996}, derivative=-6.928775638546263E-5}, evalInputDelta = -0.5304425360822917
F(33956.08479138837) = LineSearchPoint{point=PointSample{avg=7.053936802731343}, derivative=4.114591248066414E-4}, evalInputDelta = 4.449043177901252
F(2612.00652241449) = LineSearchPoint{point=PointSample{avg=2.270974028889465}, derivative=-1.0626828570793216E-4}, evalInputDelta = -0.3339195959406265
F(18284.04565690143) = LineSearchPoint{point=PointSample{avg=2.633994356165159}, derivative=1.5259541954935467E-4}, evalInputDelta = 0.029100731335067742
F(1406.4650505308794) = LineSearchPoint{point=PointSample{avg=2.4110875826199347}, derivative=-1.2618087842003115E-4}, evalInputDelta = -0.19380604221015663
F(9845.255353716155) = LineSearchPoint{point=PointSample{avg=1.9344072893770616}, derivative=1.3207270564661754E-5}, evalInputDelta = -0.6704863354530297
1.9344072893770616 <= 2.6048936248300913
New Minimum: 1.929138337983983 > 1.9291270878492566
F(9045.665233720722) = LineSearchPoint{point=PointSample{avg=1.9291270878492566}, derivative=-8.470329472543003E-21}, evalInputDelta = -0.6757665369808348
Left bracket at 9045.665233720722
Converged to left
Fitness changed from 2.6048936248300913 to 1.9291270878492566
Iteration 7 complete. Error: 1.9291270878492566 Total: 3.2014; Orientation: 0.1276; Line Search: 2.8882
F(0.0) = LineSearchPoint{point=PointSample{avg=1.9291270878492566}, derivative=-1.0122548624147043E-4}
New Minimum: 1.9291270878492566 > 1.467098395109252
F(9045.665233720722) = LineSearchPoint{point=PointSample{avg=1.467098395109252}, derivative=-9.292322457092867E-7}, evalInputDelta = -0.4620286927400046
F(63319.65663604505) = LineSearchPoint{point=PointSample{avg=17.7470993333487}, derivative=6.008482917288576E-4}, evalInputDelta = 15.817972245499444
F(4870.742818157311) = LineSearchPoint{point=PointSample{avg=1.5676076551035765}, derivative=-4.7219811012983675E-5}, evalInputDelta = -0.3615194327456801
F(34095.19972710118) = LineSearchPoint{point=PointSample{avg=4.92249390856615}, derivative=2.7681424035793696E-4}, evalInputDelta = 2.993366820716893
F(2622.707671315475) = LineSearchPoint{point=PointSample{avg=1.7017763705132}, derivative=-7.214550727228526E-5}, evalInputDelta = -0.2273507173360565
F(18358.953699208327) = LineSearchPoint{point=PointSample{avg=1.9393060289045305}, derivative=1.0233436654282585E-4}, evalInputDelta = 0.010178941055273949
F(1412.2272076314098) = LineSearchPoint{point=PointSample{avg=1.797230346784234}, derivative=-8.556703602729382E-5}, evalInputDelta = -0.13189674106502247
F(9885.590453419869) = LineSearchPoint{point=PointSample{avg=1.470228978251944}, derivative=8.383665257766034E-6}, evalInputDelta = -0.4588981095973126
1.470228978251944 <= 1.9291270878492566
New Minimum: 1.467098395109252 > 1.4670594570459465
F(9129.472190453322) = LineSearchPoint{point=PointSample{avg=1.4670594570459465}, derivative=-4.446922973085077E-21}, evalInputDelta = -0.46206763080331004
Left bracket at 9129.472190453322
Converged to left
Fitness changed from 1.9291270878492566 to 1.4670594570459465
Iteration 8 complete. Error: 1.4670594570459465 Total: 3.5211; Orientation: 0.1248; Line Search: 3.2119
F(0.0) = LineSearchPoint{point=PointSample{avg=1.4670594570459465}, derivative=-7.187993628698266E-5}
New Minimum: 1.4670594570459465 > 1.138936764924845
F(9129.472190453322) = LineSearchPoint{point=PointSample{avg=1.138936764924845}, derivative=-2.1364716635821293E-9}, evalInputDelta = -0.32812269212110157
F(63906.30533317325) = LineSearchPoint{point=PointSample{avg=12.95053447722169}, derivative=4.312646624202509E-4}, evalInputDelta = 11.483475020175744
F(4915.869641013327) = LineSearchPoint{point=PointSample{avg=1.208837570371132}, derivative=-3.317650561719546E-5}, evalInputDelta = -0.2582218866748145
F(34411.08748709329) = LineSearchPoint{point=PointSample{avg=3.6549876668083336}, derivative=1.990440784015277E-4}, evalInputDelta = 2.1879282097623873
F(2647.0067297764067) = LineSearchPoint{point=PointSample{avg=1.3043750008098862}, derivative=-5.103962746478955E-5}, evalInputDelta = -0.16268445623606032
F(18529.047108434846) = LineSearchPoint{point=PointSample{avg=1.486721455155762}, derivative=7.400222546836907E-5}, evalInputDelta = 0.019661998109815393
F(1425.3113160334497) = LineSearchPoint{point=PointSample{avg=1.3726053818433208}, derivative=-6.065823153657099E-5}, evalInputDelta = -0.09445407520262572
F(9977.179212234147) = LineSearchPoint{point=PointSample{avg=1.1417638087124757}, derivative=6.671996965899033E-6}, evalInputDelta = -0.3252956483334708
1.1417638087124757 <= 1.4670594570459465
New Minimum: 1.138936764924845 > 1.138936764634967
F(9129.743551828997) = LineSearchPoint{point=PointSample{avg=1.138936764634967}, derivative=5.929230630780102E-21}, evalInputDelta = -0.32812269241097947
Right bracket at 9129.743551828997
Converged to right
Fitness changed from 1.4670594570459465 to 1.138936764634967
Iteration 9 complete. Error: 1.138936764634967 Total: 3.1786; Orientation: 0.1236; Line Search: 2.8688
F(0.0) = LineSearchPoint{point=PointSample{avg=1.138936764634967}, derivative=-5.2147002390876756E-5}
New Minimum: 1.138936764634967 > 0.8992835792503324
F(9129.743551828997) = LineSearchPoint{point=PointSample{avg=0.8992835792503324}, derivative=-3.524317989530249E-7}, evalInputDelta = -0.23965318538463465
F(63908.20486280297) = LineSearchPoint{point=PointSample{avg=9.39165855145124}, derivative=3.104149917525893E-4}, evalInputDelta = 8.252721786816274
F(4916.015758677152) = LineSearchPoint{point=PointSample{avg=0.9511336051408223}, derivative=-2.425761822599475E-5}, evalInputDelta = -0.18780315949414472
F(34412.11031074006) = LineSearchPoint{point=PointSample{avg=2.7035123413175337}, derivative=1.430786867632973E-4}, evalInputDelta = 1.5645755766825666
F(2647.0854085184665) = LineSearchPoint{point=PointSample{avg=1.0207753137053295}, derivative=-3.712964168670952E-5}, evalInputDelta = -0.11816145092963759
F(18529.597859629266) = LineSearchPoint{point=PointSample{avg=1.1466035724111574}, derivative=5.2974522538293896E-5}, evalInputDelta = 0.007666807776190332
F(1425.3536815099435) = LineSearchPoint{point=PointSample{avg=1.0703717409729512}, derivative=-4.406073124247901E-5}, evalInputDelta = -0.06856502366201589
F(9977.475770569605) = LineSearchPoint{point=PointSample{avg=0.9010233223730397}, derivative=4.4568956479074396E-6}, evalInputDelta = -0.23791344226192734
0.9010233223730397 <= 1.138936764634967
New Minimum: 0.8992835792503324 > 0.899272632265419
F(9191.866123889717) = LineSearchPoint{point=PointSample{avg=0.899272632265419}, derivative=-2.6469779601696886E-21}, evalInputDelta = -0.2396641323695481
Left bracket at 9191.866123889717
Converged to left
Fitness changed from 1.138936764634967 to 0.899272632265419
Iteration 10 complete. Error: 0.899272632265419 Total: 3.4321; Orientation: 0.1237; Line Search: 3.1248
Final threshold in iteration 10: 0.899272632265419 (> 0.0) after 31.766s (< 30.000s)