Reset training subject: 12457279985551
Reset training subject: 12457316471620
Adding measurement de4dba9 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD
Non-optimal measurement 0.9153342337458942 < 0.9153342337458942. Total: 1
th(0)=0.9153342337458942;dx=-2.4441563933507746
Non-optimal measurement 3.2228557450827635 < 0.9153342337458942. Total: 1
Armijo: th(2.154434690031884)=3.2228557450827635; dx=4.586271007612906 evalInputDelta=-2.3075215113368692
Adding measurement 2741cccd to history. Total: 1
New Minimum: 0.9153342337458942 > 0.17577091285943436
WOLF (strong): th(1.077217345015942)=0.17577091285943436; dx=1.071056450014562 evalInputDelta=0.7395633208864598
Non-optimal measurement 0.24807443958449465 < 0.17577091285943436. Total: 2
END: th(0.3590724483386473)=0.24807443958449465; dx=-1.2724185810808701 evalInputDelta=0.6672597941613996
Fitness changed from 0.9153342337458942 to 0.17577091285943436
Iteration 1 complete. Error: 0.17577091285943436 Total: 0.2555; Orientation: 0.0007; Line Search: 0.1457
Non-optimal measurement 0.17577091285943436 < 0.17577091285943436. Total: 2
LBFGS Accumulation History: 2 points
Non-optimal measurement 0.17577091285943436 < 0.17577091285943436. Total: 2
th(0)=0.17577091285943436;dx=-0.4693494070157871
Adding measurement 3f65e07 to history. Total: 2
New Minimum: 0.17577091285943436 > 1.8965017536418457E-4
WOLF (strong): th(0.7735981389354633)=1.8965017536418457E-4; dx=0.015415608481841293 evalInputDelta=0.17558126268407018
Non-optimal measurement 0.041103592265850704 < 1.8965017536418457E-4. Total: 3
END: th(0.3867990694677316)=0.041103592265850704; dx=-0.22696700422293026 evalInputDelta=0.13466732059358366
Fitness changed from 0.17577091285943436 to 1.8965017536418457E-4
Iteration 2 complete. Error: 1.8965017536418457E-4 Total: 0.1489; Orientation: 0.0005; Line Search: 0.1120
Non-optimal measurement 1.8965017536418457E-4 < 1.8965017536418457E-4. Total: 3
LBFGS Accumulation History: 3 points
Non-optimal measurement 1.8965017536418457E-4 < 1.8965017536418457E-4. Total: 3
th(0)=1.8965017536418457E-4;dx=-5.064170494568283E-4
Adding measurement 7635f38b to history. Total: 3
New Minimum: 1.8965017536418457E-4 > 2.40511220341685E-6
WOLF (strong): th(0.8333333333333335)=2.40511220341685E-6; dx=5.7029041477240187E-5 evalInputDelta=1.872450631607677E-4
Non-optimal measurement 3.7335537350805705E-5 < 2.40511220341685E-6. Total: 4
END: th(0.41666666666666674)=3.7335537350805705E-5; dx=-2.2469462201483672E-4 evalInputDelta=1.5231463801337886E-4
Fitness changed from 1.8965017536418457E-4 to 2.40511220341685E-6
Iteration 3 complete. Error: 2.40511220341685E-6 Total: 0.1476; Orientation: 0.0006; Line Search: 0.1105
Non-optimal measurement 2.40511220341685E-6 < 2.40511220341685E-6. Total: 4
Rejected: LBFGS Orientation magnitude: 1.898e-03, gradient 2.534e-03, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.40511220341685E-6, 1.8965017536418457E-4, 0.17577091285943436, 0.9153342337458942
LBFGS Accumulation History: 3 points
Removed measurement 7635f38b to history. Total: 3
Adding measurement 38686932 to history. Total: 3
th(0)=2.40511220341685E-6;dx=-6.4223210961172545E-6
Adding measurement 265aaa to history. Total: 4
New Minimum: 2.40511220341685E-6 > 9.48081682148249E-8
WOLF (strong): th(0.8976811208466184)=9.48081682148249E-8; dx=1.2751056050961297E-6 evalInputDelta=2.310304035202025E-6
Non-optimal measurement 3.8619953914748265E-7 < 9.48081682148249E-8. Total: 5
END: th(0.4488405604233092)=3.8619953914748265E-7; dx=-2.5735339011392353E-6 evalInputDelta=2.018912664269367E-6
Fitness changed from 2.40511220341685E-6 to 9.48081682148249E-8
Iteration 4 complete. Error: 9.48081682148249E-8 Total: 0.1557; Orientation: 0.0064; Line Search: 0.1125
Non-optimal measurement 9.48081682148249E-8 < 9.48081682148249E-8. Total: 5
Rejected: LBFGS Orientation magnitude: 3.769e-04, gradient 5.032e-04, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.48081682148249E-8, 2.40511220341685E-6, 1.8965017536418457E-4, 0.17577091285943436, 0.9153342337458942
Rejected: LBFGS Orientation magnitude: 3.769e-04, gradient 5.032e-04, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.48081682148249E-8, 2.40511220341685E-6, 1.8965017536418457E-4, 0.17577091285943436
LBFGS Accumulation History: 3 points
Removed measurement 265aaa to history. Total: 4
Removed measurement 38686932 to history. Total: 3
Adding measurement 310c133a to history. Total: 3
th(0)=9.48081682148249E-8;dx=-2.5316498540993774E-7
Adding measurement 17ba4164 to history. Total: 4
New Minimum: 9.48081682148249E-8 > 8.031867964989193E-9
WOLF (strong): th(0.9669976736693292)=8.031867964989193E-9; dx=7.368661810155605E-8 evalInputDelta=8.677630024983571E-8
Non-optimal measurement 1.1912499937883845E-8 < 8.031867964989193E-9. Total: 5
END: th(0.4834988368346646)=1.1912499937883845E-8; dx=-8.973909407028267E-8 evalInputDelta=8.289566827694107E-8
Fitness changed from 9.48081682148249E-8 to 8.031867964989193E-9
Iteration 5 complete. Error: 8.031867964989193E-9 Total: 0.1623; Orientation: 0.0121; Line Search: 0.1131
Non-optimal measurement 8.031867964989193E-9 < 8.031867964989193E-9. Total: 5
Rejected: LBFGS Orientation magnitude: 1.097e-04, gradient 1.464e-04, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.031867964989193E-9, 9.48081682148249E-8, 1.8965017536418457E-4, 0.17577091285943436, 0.9153342337458942
Rejected: LBFGS Orientation magnitude: 1.097e-04, gradient 1.464e-04, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.031867964989193E-9, 9.48081682148249E-8, 1.8965017536418457E-4, 0.17577091285943436
LBFGS Accumulation History: 3 points
Removed measurement 17ba4164 to history. Total: 4
Removed measurement 310c133a to history. Total: 3
Adding measurement 79eebeab to history. Total: 3
th(0)=8.031867964989193E-9;dx=-2.1447426685032632E-8
Adding measurement 47492f4f to history. Total: 4
New Minimum: 8.031867964989193E-9 > 1.2267237989004582E-9
WOLF (strong): th(1.041666666666667)=1.2267237989004582E-9; dx=8.381846984867154E-9 evalInputDelta=6.805144166088735E-9
Adding measurement 3c38837f to history. Total: 5
New Minimum: 1.2267237989004582E-9 > 7.451719636206965E-10
END: th(0.5208333333333335)=7.451719636206965E-10; dx=-6.532729221041792E-9 evalInputDelta=7.286696001368497E-9
Fitness changed from 8.031867964989193E-9 to 7.451719636206965E-10
Iteration 6 complete. Error: 7.451719636206965E-10 Total: 0.1612; Orientation: 0.0121; Line Search: 0.1117
Non-optimal measurement 7.451719636206965E-10 < 7.451719636206965E-10. Total: 6
Rejected: LBFGS Orientation magnitude: 3.341e-05, gradient 4.461e-05, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.451719636206965E-10, 1.2267237989004582E-9, 8.031867964989193E-9, 1.8965017536418457E-4, 0.17577091285943436, 0.9153342337458942
Rejected: LBFGS Orientation magnitude: 3.341e-05, gradient 4.461e-05, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.451719636206965E-10, 1.2267237989004582E-9, 8.031867964989193E-9, 1.8965017536418457E-4, 0.17577091285943436
Rejected: LBFGS Orientation magnitude: 3.341e-05, gradient 4.461e-05, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.451719636206965E-10, 1.2267237989004582E-9, 8.031867964989193E-9, 1.8965017536418457E-4
LBFGS Accumulation History: 3 points
Removed measurement 3c38837f to history. Total: 5
Removed measurement 47492f4f to history. Total: 4
Removed measurement 79eebeab to history. Total: 3
Adding measurement 470b3cc9 to history. Total: 3
th(0)=7.451719636206965E-10;dx=-1.9898236301769156E-9
Adding measurement 5f890df7 to history. Total: 4
New Minimum: 7.451719636206965E-10 > 1.848838904248273E-10
WOLF (strong): th(1.122101401058273)=1.848838904248273E-10; dx=9.911386137940117E-10 evalInputDelta=5.602880731958692E-10
Adding measurement 298fd05c to history. Total: 5
New Minimum: 1.848838904248273E-10 > 4.722757620569172E-11
END: th(0.5610507005291365)=4.722757620569172E-11; dx=-5.009320856652219E-10 evalInputDelta=6.979443874150047E-10
Fitness changed from 7.451719636206965E-10 to 4.722757620569172E-11
Iteration 7 complete. Error: 4.722757620569172E-11 Total: 0.1691; Orientation: 0.0207; Line Search: 0.1113
Non-optimal measurement 4.722757620569172E-11 < 4.722757620569172E-11. Total: 6
Rejected: LBFGS Orientation magnitude: 8.411e-06, gradient 1.123e-05, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.722757620569172E-11, 1.848838904248273E-10, 7.451719636206965E-10, 1.8965017536418457E-4, 0.17577091285943436, 0.9153342337458942
Rejected: LBFGS Orientation magnitude: 8.411e-06, gradient 1.123e-05, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.722757620569172E-11, 1.848838904248273E-10, 7.451719636206965E-10, 1.8965017536418457E-4, 0.17577091285943436
Rejected: LBFGS Orientation magnitude: 8.411e-06, gradient 1.123e-05, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.722757620569172E-11, 1.848838904248273E-10, 7.451719636206965E-10, 1.8965017536418457E-4
LBFGS Accumulation History: 3 points
Removed measurement 298fd05c to history. Total: 5
Removed measurement 5f890df7 to history. Total: 4
Removed measurement 470b3cc9 to history. Total: 3
Adding measurement 2b81ece7 to history. Total: 3
th(0)=4.722757620569172E-11;dx=-1.2610906425459523E-10
Adding measurement 4b9d449b to history. Total: 4
New Minimum: 4.722757620569172E-11 > 1.7884989179534926E-11
WOLF (strong): th(1.2087470920866614)=1.7884989179534926E-11; dx=7.760326173798611E-11 evalInputDelta=2.9342587026156795E-11
Adding measurement 6f9a3e65 to history. Total: 5
New Minimum: 1.7884989179534926E-11 > 1.6907670528612767E-12
END: th(0.6043735460433307)=1.6907670528612767E-12; dx=-2.3852996385819945E-11 evalInputDelta=4.5536809152830444E-11
Fitness changed from 4.722757620569172E-11 to 1.6907670528612767E-12
Iteration 8 complete. Error: 1.6907670528612767E-12 Total: 0.1755; Orientation: 0.0222; Line Search: 0.1172
Non-optimal measurement 1.6907670528612767E-12 < 1.6907670528612767E-12. Total: 6
Rejected: LBFGS Orientation magnitude: 1.591e-06, gradient 2.124e-06, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6907670528612767E-12, 1.7884989179534926E-11, 4.722757620569172E-11, 1.8965017536418457E-4, 0.17577091285943436, 0.9153342337458942
Rejected: LBFGS Orientation magnitude: 1.591e-06, gradient 2.124e-06, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6907670528612767E-12, 1.7884989179534926E-11, 4.722757620569172E-11, 1.8965017536418457E-4, 0.17577091285943436
Rejected: LBFGS Orientation magnitude: 1.591e-06, gradient 2.124e-06, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6907670528612767E-12, 1.7884989179534926E-11, 4.722757620569172E-11, 1.8965017536418457E-4
LBFGS Accumulation History: 3 points
Removed measurement 6f9a3e65 to history. Total: 5
Removed measurement 4b9d449b to history. Total: 4
Removed measurement 2b81ece7 to history. Total: 3
Adding measurement 380ff9df to history. Total: 3
th(0)=1.6907670528612767E-12;dx=-4.513075759094734E-12
Adding measurement 4cb1402e to history. Total: 4
New Minimum: 1.6907670528612767E-12 > 9.1375376042068E-13
WOLF (strong): th(1.3020833333333337)=9.1375376042068E-13; dx=3.3171723552593834E-12 evalInputDelta=7.770132924405967E-13
Adding measurement 26bff119 to history. Total: 5
New Minimum: 9.1375376042068E-13 > 3.684091300078942E-14
END: th(0.6510416666666669)=3.684091300078942E-14; dx=-6.578888988641293E-13 evalInputDelta=1.6539261398604873E-12
Fitness changed from 1.6907670528612767E-12 to 3.684091300078942E-14
Iteration 9 complete. Error: 3.684091300078942E-14 Total: 0.1783; Orientation: 0.0252; Line Search: 0.1165
Non-optimal measurement 3.684091300078942E-14 < 3.684091300078942E-14. Total: 6
Rejected: LBFGS Orientation magnitude: 2.328e-07, gradient 3.108e-07, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.684091300078942E-14, 9.1375376042068E-13, 1.6907670528612767E-12, 1.8965017536418457E-4, 0.17577091285943436, 0.9153342337458942
Rejected: LBFGS Orientation magnitude: 2.328e-07, gradient 3.108e-07, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.684091300078942E-14, 9.1375376042068E-13, 1.6907670528612767E-12, 1.8965017536418457E-4, 0.17577091285943436
Rejected: LBFGS Orientation magnitude: 2.328e-07, gradient 3.108e-07, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.684091300078942E-14, 9.1375376042068E-13, 1.6907670528612767E-12, 1.8965017536418457E-4
LBFGS Accumulation History: 3 points
Removed measurement 26bff119 to history. Total: 5
Removed measurement 4cb1402e to history. Total: 4
Removed measurement 380ff9df to history. Total: 3
Adding measurement 4d156210 to history. Total: 3
th(0)=3.684091300078942E-14;dx=-9.659331868531366E-14
Adding measurement 5a2805aa to history. Total: 4
New Minimum: 3.684091300078942E-14 > 3.401904140394287E-14
WOLF (strong): th(1.4026267513228414)=3.401904140394287E-14; dx=9.260695216404916E-14 evalInputDelta=2.821871596846549E-15
Adding measurement 70a2ed92 to history. Total: 5
New Minimum: 3.401904140394287E-14 > 1.702869631582857E-16
END: th(0.7013133756614207)=1.702869631582857E-16; dx=-3.963785094340455E-15 evalInputDelta=3.6670626037631137E-14
Fitness changed from 3.684091300078942E-14 to 1.702869631582857E-16
Iteration 10 complete. Error: 1.702869631582857E-16 Total: 0.1698; Orientation: 0.0194; Line Search: 0.1134
Non-optimal measurement 1.702869631582857E-16 < 1.702869631582857E-16. Total: 6
Rejected: LBFGS Orientation magnitude: 1.491e-08, gradient 1.994e-08, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.702869631582857E-16, 3.401904140394287E-14, 3.684091300078942E-14, 1.8965017536418457E-4, 0.17577091285943436, 0.9153342337458942
Rejected: LBFGS Orientation magnitude: 1.491e-08, gradient 1.994e-08, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.702869631582857E-16, 3.401904140394287E-14, 3.684091300078942E-14, 1.8965017536418457E-4, 0.17577091285943436
Rejected: LBFGS Orientation magnitude: 1.491e-08, gradient 1.994e-08, dot -1.000; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.702869631582857E-16, 3.401904140394287E-14, 3.684091300078942E-14, 1.8965017536418457E-4
LBFGS Accumulation History: 3 points
Removed measurement 70a2ed92 to history. Total: 5
Removed measurement 5a2805aa to history. Total: 4
Removed measurement 4d156210 to history. Total: 3
Adding measurement 6cec9d2d to history. Total: 3
th(0)=1.702869631582857E-16;dx=-3.9762564393877526E-16
Adding measurement 1eabd506 to history. Total: 4
New Minimum: 1.702869631582857E-16 > 1.6944693840175674E-16
WOLF (strong): th(1.510933865108327)=1.6944693840175674E-16; dx=3.9731803174739596E-16 evalInputDelta=8.400247565289534E-19
Adding measurement 2120e9d4 to history. Total: 5
New Minimum: 1.6944693840175674E-16 > 0.0
END: th(0.7554669325541635)=0.0; dx=0.0 evalInputDelta=1.702869631582857E-16
Fitness changed from 1.702869631582857E-16 to 0.0
Iteration 11 complete. Error: 0.0 Total: 0.1670; Orientation: 0.0195; Line Search: 0.1113
Non-optimal measurement 0.0 < 0.0. Total: 6
Rejected: LBFGS Orientation magnitude: 0.000e+00, gradient 0.000e+00, dot NaN; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 0.000e+00]
Orientation rejected. Popping history element from 0.0, 1.6944693840175674E-16, 1.702869631582857E-16, 1.8965017536418457E-4, 0.17577091285943436, 0.9153342337458942
Rejected: LBFGS Orientation magnitude: 0.000e+00, gradient 0.000e+00, dot NaN; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 0.000e+00]
Orientation rejected. Popping history element from 0.0, 1.6944693840175674E-16, 1.702869631582857E-16, 1.8965017536418457E-4, 0.17577091285943436
Rejected: LBFGS Orientation magnitude: 0.000e+00, gradient 0.000e+00, dot NaN; [3ed969f5-7f15-4f23-bfb4-706668ecfb99 = 0.000e+00]
Orientation rejected. Popping history element from 0.0, 1.6944693840175674E-16, 1.702869631582857E-16, 1.8965017536418457E-4
LBFGS Accumulation History: 3 points
Removed measurement 2120e9d4 to history. Total: 5
Removed measurement 1eabd506 to history. Total: 4
Removed measurement 6cec9d2d to history. Total: 3
Adding measurement 7febec7a to history. Total: 3
th(0)=0.0;dx=0.0 (ERROR: Starting derivative negative)
Non-optimal measurement 0.0 < 0.0. Total: 4
Fitness changed from 0.0 to 0.0
Static Iteration Total: 0.1309; Orientation: 0.0187; Line Search: 0.0760
Iteration 12 failed. Error: 0.0
Previous Error: 0.0 -> 0.0
Optimization terminated 12
Final threshold in iteration 12: 0.0 (> 0.0) after 2.023s (< 30.000s)