Reset training subject: 3893301677575
Reset training subject: 3893318463670
Constructing line search parameters: GD
F(0.0) = LineSearchPoint{point=PointSample{avg=3703.9375980032173}, derivative=-79.00208198552897}
New Minimum: 3703.9375980032173 > 3703.937597995314
F(1.0E-10) = LineSearchPoint{point=PointSample{avg=3703.937597995314}, derivative=-79.00208198496914}, evalInputDelta = -7.903508958406746E-9
New Minimum: 3703.937597995314 > 3703.937597947913
F(7.000000000000001E-10) = LineSearchPoint{point=PointSample{avg=3703.937597947913}, derivative=-79.00208198161012}, evalInputDelta = -5.5304099078057334E-8
New Minimum: 3703.937597947913 > 3703.9375976161054
F(4.900000000000001E-9) = LineSearchPoint{point=PointSample{avg=3703.9375976161054}, derivative=-79.00208195809702}, evalInputDelta = -3.8711186789441854E-7
New Minimum: 3703.9375976161054 > 3703.937595293445
F(3.430000000000001E-8) = LineSearchPoint{point=PointSample{avg=3703.937595293445}, derivative=-79.00208179350528}, evalInputDelta = -2.7097721613245085E-6
New Minimum: 3703.937595293445 > 3703.937579034814
F(2.4010000000000004E-7) = LineSearchPoint{point=PointSample{avg=3703.937579034814}, derivative=-79.00208064136318}, evalInputDelta = -1.8968403310282156E-5
New Minimum: 3703.937579034814 > 3703.9374652244187
F(1.6807000000000003E-6) = LineSearchPoint{point=PointSample{avg=3703.9374652244187}, derivative=-79.00207257636845}, evalInputDelta = -1.3277879861561814E-4
New Minimum: 3703.9374652244187 > 3703.936668552008
F(1.1764900000000001E-5) = LineSearchPoint{point=PointSample{avg=3703.936668552008}, derivative=-79.00201612140528}, evalInputDelta = -9.29451209231047E-4
New Minimum: 3703.936668552008 > 3703.9310918610295
F(8.235430000000001E-5) = LineSearchPoint{point=PointSample{avg=3703.9310918610295}, derivative=-79.00162093666309}, evalInputDelta = -0.0065061421878453984
New Minimum: 3703.9310918610295 > 3703.8920558053433
F(5.764801000000001E-4) = LineSearchPoint{point=PointSample{avg=3703.8920558053433}, derivative=-78.9988546434678}, evalInputDelta = -0.045542197874056
New Minimum: 3703.8920558053433 > 3703.6188416885634
F(0.004035360700000001) = LineSearchPoint{point=PointSample{avg=3703.6188416885634}, derivative=-78.97949059110071}, evalInputDelta = -0.3187563146539105
New Minimum: 3703.6188416885634 > 3701.7082182535933
F(0.028247524900000005) = LineSearchPoint{point=PointSample{avg=3701.7082182535933}, derivative=-78.84394222453112}, evalInputDelta = -2.2293797496240586
New Minimum: 3701.7082182535933 > 3688.42574794944
F(0.19773267430000002) = LineSearchPoint{point=PointSample{avg=3688.42574794944}, derivative=-77.895103658544}, evalInputDelta = -15.51185005377738
New Minimum: 3688.42574794944 > 3599.9512491115247
F(1.3841287201) = LineSearchPoint{point=PointSample{avg=3599.9512491115247}, derivative=-71.25323369663417}, evalInputDelta = -103.98634889169261
New Minimum: 3599.9512491115247 > 3201.2666285129135
F(9.688901040700001) = LineSearchPoint{point=PointSample{avg=3201.2666285129135}, derivative=-24.76014396326534}, evalInputDelta = -502.67096949030383
F(67.8223072849) = LineSearchPoint{point=PointSample{avg=11221.680976394404}, derivative=300.69148417031647}, evalInputDelta = 7517.7433783911865
F(5.217100560376924) = LineSearchPoint{point=PointSample{avg=3367.9642347579997}, derivative=-49.79488458892547}, evalInputDelta = -335.97336324521757
F(36.51970392263847) = LineSearchPoint{point=PointSample{avg=4552.038659288749}, derivative=125.44829979069551}, evalInputDelta = 848.1010612855316
F(2.809207994049113) = LineSearchPoint{point=PointSample{avg=3504.0944580072537}, derivative=-63.27512954120401}, evalInputDelta = -199.8431399959636
F(19.66445595834379) = LineSearchPoint{point=PointSample{avg=3232.821509132696}, derivative=31.08658512474575}, evalInputDelta = -471.11608887052125
3232.821509132696 <= 3703.9375980032173
New Minimum: 3201.2666285129135 > 3146.5126530080315
F(14.111652021962819) = LineSearchPoint{point=PointSample{avg=3146.5126530080315}, derivative=3.6741443221188774E-15}, evalInputDelta = -557.4249449951858
Right bracket at 14.111652021962819
Converged to right
Fitness changed from 3703.9375980032173 to 3146.5126530080315
Iteration 1 complete. Error: 3146.5126530080315 Total: 1.3190; Orientation: 0.0035; Line Search: 1.2690
F(0.0) = LineSearchPoint{point=PointSample{avg=3146.5126530080315}, derivative=-1.196516881264909}
New Minimum: 3146.5126530080315 > 3137.143930138323
F(14.111652021962819) = LineSearchPoint{point=PointSample{avg=3137.143930138323}, derivative=-0.13128270664014433}, evalInputDelta = -9.368722869708563
F(98.78156415373974) = LineSearchPoint{point=PointSample{avg=3396.6080867984215}, derivative=6.260122341108445}, evalInputDelta = 250.09543379038996
F(7.59858185797998) = LineSearchPoint{point=PointSample{avg=3139.6000478303895}, derivative=-0.6229292487746511}, evalInputDelta = -6.912605177642035
F(53.19007300585986) = LineSearchPoint{point=PointSample{avg=3189.6519209067587}, derivative=2.818596546166897}, evalInputDelta = 43.13926789872721
F(4.091544077373835) = LineSearchPoint{point=PointSample{avg=3142.248898124548}, derivative=-0.8876620022316932}, evalInputDelta = -4.263754883483671
F(28.640808541616845) = LineSearchPoint{point=PointSample{avg=3143.203929196281}, derivative=0.9654672719676017}, evalInputDelta = -3.3087238117504967
3143.203929196281 <= 3146.5126530080315
New Minimum: 3137.143930138323 > 3137.0297691247515
F(15.850815031129079) = LineSearchPoint{point=PointSample{avg=3137.0297691247515}, derivative=-6.461844948013606E-17}, evalInputDelta = -9.48288388328001
Left bracket at 15.850815031129079
Converged to left
Fitness changed from 3146.5126530080315 to 3137.0297691247515
Iteration 2 complete. Error: 3137.0297691247515 Total: 0.8006; Orientation: 0.0029; Line Search: 0.6254
F(0.0) = LineSearchPoint{point=PointSample{avg=3137.0297691247515}, derivative=-0.042617668892396314}
New Minimum: 3137.0297691247515 > 3136.7163442437623
F(15.850815031129079) = LineSearchPoint{point=PointSample{avg=3136.7163442437623}, derivative=0.003070821568609318}, evalInputDelta = -0.3134248809892597
3136.7163442437623 <= 3137.0297691247515
New Minimum: 3136.7163442437623 > 3136.714708467279
F(14.785447710246125) = LineSearchPoint{point=PointSample{avg=3136.714708467279}, derivative=-1.3417001884508117E-18}, evalInputDelta = -0.3150606574727135
Left bracket at 14.785447710246125
Converged to left
Fitness changed from 3137.0297691247515 to 3136.714708467279
Iteration 3 complete. Error: 3136.714708467279 Total: 0.5738; Orientation: 0.0741; Line Search: 0.4899
F(0.0) = LineSearchPoint{point=PointSample{avg=3136.714708467279}, derivative=-0.0017020374904757347}
New Minimum: 3136.714708467279 > 3136.701136500569
F(14.785447710246125) = LineSearchPoint{point=PointSample{avg=3136.701136500569}, derivative=-1.338171930720978E-4}, evalInputDelta = -0.013571966709605476
F(103.49813397172286) = LineSearchPoint{point=PointSample{avg=3137.1066283236046}, derivative=0.009275504591349723}, evalInputDelta = 0.3919198563257851
F(7.961394920901759) = LineSearchPoint{point=PointSample{avg=3136.7045192803353}, derivative=-8.57611176489161E-4}, evalInputDelta = -0.010189186943534878
F(55.72976444631231) = LineSearchPoint{point=PointSample{avg=3136.78456319736}, derivative=0.004208946707430281}, evalInputDelta = 0.06985473008126064
F(4.286904957408639) = LineSearchPoint{point=PointSample{avg=3136.7083866030775}, derivative=-0.001247346398329118}, evalInputDelta = -0.006321864201254357
F(30.008334701860477) = LineSearchPoint{point=PointSample{avg=3136.711388985272}, derivative=0.0014808001545505815}, evalInputDelta = -0.0033194820066455577
3136.711388985272 <= 3136.714708467279
New Minimum: 3136.701136500569 > 3136.70105208526
F(16.0470989681562) = LineSearchPoint{point=PointSample{avg=3136.70105208526}, derivative=-1.861354901591325E-19}, evalInputDelta = -0.013656382018780278
Left bracket at 16.0470989681562
Converged to left
Fitness changed from 3136.714708467279 to 3136.70105208526
Iteration 4 complete. Error: 3136.70105208526 Total: 0.4786; Orientation: 0.0767; Line Search: 0.3919
F(0.0) = LineSearchPoint{point=PointSample{avg=3136.70105208526}, derivative=-8.538854989219893E-5}
New Minimum: 3136.70105208526 > 3136.7004202694075
F(16.0470989681562) = LineSearchPoint{point=PointSample{avg=3136.7004202694075}, derivative=6.643369090702462E-6}, evalInputDelta = -6.318158525573381E-4
3136.7004202694075 <= 3136.70105208526
New Minimum: 3136.7004202694075 > 3136.700416421667
F(14.888731279438346) = LineSearchPoint{point=PointSample{avg=3136.700416421667}, derivative=6.988021814847978E-21}, evalInputDelta = -6.356635931297205E-4
Right bracket at 14.888731279438346
Converged to right
Fitness changed from 3136.70105208526 to 3136.700416421667
Iteration 5 complete. Error: 3136.700416421667 Total: 0.3150; Orientation: 0.0162; Line Search: 0.2893
F(0.0) = LineSearchPoint{point=PointSample{avg=3136.700416421667}, derivative=-3.87482525487868E-6}
New Minimum: 3136.700416421667 > 3136.70038537478
F(14.888731279438346) = LineSearchPoint{point=PointSample{avg=3136.70038537478}, derivative=-2.956968134610767E-7}, evalInputDelta = -3.104688676103251E-5
F(104.22111895606842) = LineSearchPoint{point=PointSample{avg=3136.7013181557413}, derivative=2.1179073835044546E-5}, evalInputDelta = 9.0173407443217E-4
F(8.017009150466802) = LineSearchPoint{point=PointSample{avg=3136.700393082444}, derivative=-1.947602247961509E-6}, evalInputDelta = -2.3339222934737336E-5
F(56.11906405326761) = LineSearchPoint{point=PointSample{avg=3136.700577508934}, derivative=9.615735793541516E-6}, evalInputDelta = 1.6108726731545175E-4
F(4.316851081020586) = LineSearchPoint{point=PointSample{avg=3136.7004019345}, derivative=-2.837089789615588E-6}, evalInputDelta = -1.4487166936305584E-5
F(30.217957567144097) = LineSearchPoint{point=PointSample{avg=3136.7004090862224}, derivative=3.3893230019629644E-6}, evalInputDelta = -7.335444479394937E-6
3136.7004090862224 <= 3136.700416421667
New Minimum: 3136.70038537478 > 3136.7003851929185
F(16.11879342106533) = LineSearchPoint{point=PointSample{avg=3136.7003851929185}, derivative=6.11700062982964E-22}, evalInputDelta = -3.1228748412104324E-5
Right bracket at 16.11879342106533
Converged to right
Fitness changed from 3136.700416421667 to 3136.7003851929185
Iteration 6 complete. Error: 3136.7003851929185 Total: 1.0081; Orientation: 0.0026; Line Search: 0.8807
F(0.0) = LineSearchPoint{point=PointSample{avg=3136.7003851929185}, derivative=-2.1126585941506052E-7}
New Minimum: 3136.7003851929185 > 3136.7003836258446
F(16.11879342106533) = LineSearchPoint{point=PointSample{avg=3136.7003836258446}, derivative=1.6826063772804454E-8}, evalInputDelta = -1.5670739230699837E-6
3136.7003836258446 <= 3136.7003851929185
New Minimum: 3136.7003836258446 > 3136.700383615843
F(14.929729633742522) = LineSearchPoint{point=PointSample{avg=3136.700383615843}, derivative=1.442396193139342E-23}, evalInputDelta = -1.5770756363053806E-6
Right bracket at 14.929729633742522
Converged to right
Fitness changed from 3136.7003851929185 to 3136.700383615843
Iteration 7 complete. Error: 3136.700383615843 Total: 0.1766; Orientation: 0.0027; Line Search: 0.1639
F(0.0) = LineSearchPoint{point=PointSample{avg=3136.700383615843}, derivative=-1.0103103521064498E-8}
New Minimum: 3136.700383615843 > 3136.700383534713
F(14.929729633742522) = LineSearchPoint{point=PointSample{avg=3136.700383534713}, derivative=-7.649209630385581E-10}, evalInputDelta = -8.112965588225052E-8
F(104.50810743619765) = LineSearchPoint{point=PointSample{avg=3136.70038597569}, derivative=5.526417438511708E-8}, evalInputDelta = 2.3598472580488306E-6
F(8.039085187399818) = LineSearchPoint{point=PointSample{avg=3136.700383554836}, derivative=-5.074851374435146E-9}, evalInputDelta = -6.10066308581736E-8
F(56.27359631179873) = LineSearchPoint{point=PointSample{avg=3136.7003840376537}, derivative=2.5094661505340963E-8}, evalInputDelta = 4.218109097564593E-7
F(4.3287381778306715) = LineSearchPoint{point=PointSample{avg=3136.700383577963}, derivative=-7.395583134417924E-9}, evalInputDelta = -3.7879999581491575E-8
F(30.3011672448147) = LineSearchPoint{point=PointSample{avg=3136.7003835968476}, derivative=8.84953918546152E-9}, evalInputDelta = -1.8995251593878493E-8
3136.7003835968476 <= 3136.700383615843
New Minimum: 3136.700383534713 > 3136.700383534244
F(16.15267243855333) = LineSearchPoint{point=PointSample{avg=3136.700383534244}, derivative=-1.7933017186208217E-25}, evalInputDelta = -8.159895514836535E-8
Left bracket at 16.15267243855333
Converged to left
Fitness changed from 3136.700383615843 to 3136.700383534244
Iteration 8 complete. Error: 3136.700383534244 Total: 0.3340; Orientation: 0.0028; Line Search: 0.3216
F(0.0) = LineSearchPoint{point=PointSample{avg=3136.700383534244}, derivative=-5.730846212929875E-10}
New Minimum: 3136.700383534244 > 3136.7003835299865
F(16.15267243855333) = LineSearchPoint{point=PointSample{avg=3136.7003835299865}, derivative=4.604861146680526E-11}, evalInputDelta = -4.257344698999077E-9
3136.7003835299865 <= 3136.700383534244
New Minimum: 3136.7003835299865 > 3136.700383529958
F(14.9513023651719) = LineSearchPoint{point=PointSample{avg=3136.700383529958}, derivative=7.310531780864161E-26}, evalInputDelta = -4.285993782104924E-9
Right bracket at 14.9513023651719
Converged to right
Fitness changed from 3136.700383534244 to 3136.700383529958
Iteration 9 complete. Error: 3136.700383529958 Total: 0.0891; Orientation: 0.0034; Line Search: 0.0759
Low gradient: 5.310573929179225E-6
F(0.0) = LineSearchPoint{point=PointSample{avg=3136.700383529958}, derivative=-2.820219545727807E-11}
New Minimum: 3136.700383529958 > 3136.7003835297314
F(14.9513023651719) = LineSearchPoint{point=PointSample{avg=3136.7003835297314}, derivative=-2.128807792835843E-12}, evalInputDelta = -2.2646418074145913E-10
F(104.6591165562033) = LineSearchPoint{point=PointSample{avg=3136.7003835365585}, derivative=1.5431151819381753E-10}, evalInputDelta = 6.600657798117027E-9
F(8.0507012735541) = LineSearchPoint{point=PointSample{avg=3136.7003835297864}, derivative=-1.4162679022578408E-11}, evalInputDelta = -1.7143975128419697E-10
F(56.354908914878706) = LineSearchPoint{point=PointSample{avg=3136.700383531138}, derivative=7.007441958561957E-11}, evalInputDelta = 1.1800693755503744E-9
F(4.334992993452208) = LineSearchPoint{point=PointSample{avg=3136.7003835298515}, derivative=-2.0642455838593638E-11}, evalInputDelta = -1.064108801074326E-10
F(30.34495095416546) = LineSearchPoint{point=PointSample{avg=3136.700383529907}, derivative=2.471598187351297E-11}, evalInputDelta = -5.093170329928398E-11
3136.700383529907 <= 3136.700383529958
New Minimum: 3136.7003835297314 > 3136.700383529731
F(16.17202785729616) = LineSearchPoint{point=PointSample{avg=3136.700383529731}, derivative=-1.8175355256292112E-27}, evalInputDelta = -2.269189280923456E-10
Left bracket at 16.17202785729616
Converged to left
Fitness changed from 3136.700383529958 to 3136.700383529731
Iteration 10 complete. Error: 3136.700383529731 Total: 0.2498; Orientation: 0.0030; Line Search: 0.2378
Low gradient: 1.2794910659615705E-6
F(0.0) = LineSearchPoint{point=PointSample{avg=3136.700383529731}, derivative=-1.6370973878754756E-12}
New Minimum: 3136.700383529731 > 3136.7003835297173
F(16.17202785729616) = LineSearchPoint{point=PointSample{avg=3136.7003835297173}, derivative=1.3211337972474672E-13}, evalInputDelta = -1.3642420526593924E-11
3136.7003835297173 <= 3136.700383529731
New Minimum: 3136.7003835297173 > 3136.700383529717
F(14.964403928956534) = LineSearchPoint{point=PointSample{avg=3136.700383529717}, derivative=1.165541987464045E-28}, evalInputDelta = -1.4097167877480388E-11
Right bracket at 14.964403928956534
Converged to right
Fitness changed from 3136.700383529731 to 3136.700383529717
Iteration 11 complete. Error: 3136.700383529717 Total: 0.3154; Orientation: 0.0029; Line Search: 0.3025
Low gradient: 2.8639502281175844E-7
F(0.0) = LineSearchPoint{point=PointSample{avg=3136.700383529717}, derivative=-8.202210909134765E-14}
New Minimum: 3136.700383529717 > 3136.7003835297164
F(14.964403928956534) = LineSearchPoint{point=PointSample{avg=3136.7003835297164}, derivative=-6.182923415912745E-15}, evalInputDelta = -4.547473508864641E-13
F(104.75082750269574) = LineSearchPoint{point=PointSample{avg=3136.7003835297373}, derivative=4.4885219063669675E-13}, evalInputDelta = 2.0463630789890885E-11
F(8.057755961745826) = LineSearchPoint{point=PointSample{avg=3136.700383529717}, derivative=-4.11856244968827E-14}, evalInputDelta = 0.0
F(56.404291732220784) = LineSearchPoint{point=PointSample{avg=3136.700383529721}, derivative=2.0383328306990703E-13}, evalInputDelta = 4.092726157978177E-12
F(4.338791671709291) = LineSearchPoint{point=PointSample{avg=3136.700383529717}, derivative=-6.003323277125114E-14}, evalInputDelta = 0.0
F(30.37154170196504) = LineSearchPoint{point=PointSample{avg=3136.7003835297173}, derivative=7.190002514932795E-14}, evalInputDelta = 4.547473508864641E-13
F(2.336272438612695) = LineSearchPoint{point=PointSample{avg=3136.700383529717}, derivative=-7.018194491898799E-14}, evalInputDelta = 0.0
F(16.353907070288866) = LineSearchPoint{point=PointSample{avg=3136.7003835297164}, derivative=8.590401151699688E-16}, evalInputDelta = -4.547473508864641E-13
3136.7003835297164 <= 3136.700383529717
F(16.184403361090354) = LineSearchPoint{point=PointSample{avg=3136.7003835297164}, derivative=-8.689795909075208E-30}, evalInputDelta = -4.547473508864641E-13
Left bracket at 16.184403361090354
Converged to left
Fitness changed from 3136.700383529717 to 3136.7003835297164
Iteration 12 complete. Error: 3136.7003835297164 Total: 0.5475; Orientation: 0.0032; Line Search: 0.5067
Low gradient: 6.781165034210955E-8
F(0.0) = LineSearchPoint{point=PointSample{avg=3136.7003835297164}, derivative=-4.598419922120526E-15}
F(16.184403361090354) = LineSearchPoint{point=PointSample{avg=3136.7003835297164}, derivative=-3.3950408385497367E-16}, evalInputDelta = 0.0
F(113.29082352763248) = LineSearchPoint{point=PointSample{avg=3136.700383529718}, derivative=2.5213990945738346E-14}, evalInputDelta = 1.3642420526593924E-12
F(8.714678732894807) = LineSearchPoint{point=PointSample{avg=3136.7003835297164}, derivative=-2.305157547669844E-15}, evalInputDelta = 0.0
F(61.00275113026365) = LineSearchPoint{point=PointSample{avg=3136.7003835297164}, derivative=1.145441669903425E-14}, evalInputDelta = 0.0
3136.7003835297164 <= 3136.7003835297164
F(17.47456058525472) = LineSearchPoint{point=PointSample{avg=3136.7003835297164}, derivative=6.008901426488176E-31}, evalInputDelta = 0.0
Right bracket at 17.47456058525472
Converged to right
Fitness changed from 3136.7003835297164 to 3136.7003835297164
Static Iteration Total: 0.4668; Orientation: 0.0026; Line Search: 0.4555
Iteration 13 failed. Error: 3136.7003835297164
Previous Error: 0.0 -> 3136.7003835297164
Optimization terminated 13
Final threshold in iteration 13: 3136.7003835297164 (> 0.0) after 6.675s (< 30.000s)