Reset training subject: 391393220358800
Reset training subject: 391431397903900
Adding measurement 1762cb54 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.29851458221673965;dx=-8.91568121698107E-7
New Minimum: 0.29851458221673965 > 0.29851360991597176
WOLFE (weak): th(2.154434690031884)=0.29851360991597176; dx=-8.879615034508115E-7 evalInputDelta=9.723007678985596E-7
New Minimum: 0.29851360991597176 > 0.2985123507678509
WOLFE (weak): th(4.308869380063768)=0.2985123507678509; dx=-8.889187425563736E-7 evalInputDelta=2.2314488887786865E-6
New Minimum: 0.2985123507678509 > 0.2985076904296875
WOLFE (weak): th(12.926608140191302)=0.2985076904296875; dx=-8.861502174941091E-7 evalInputDelta=6.891787052154541E-6
New Minimum: 0.2985076904296875 > 0.29848722741007805
WOLFE (weak): th(51.70643256076521)=0.29848722741007805; dx=-8.892879172934788E-7 evalInputDelta=2.7354806661605835E-5
New Minimum: 0.29848722741007805 > 0.2983776442706585
WOLFE (weak): th(258.53216280382605)=0.2983776442706585; dx=-8.893049664019939E-7 evalInputDelta=1.369379460811615E-4
New Minimum: 0.2983776442706585 > 0.2976926863193512
WOLFE (weak): th(1551.1929768229563)=0.2976926863193512; dx=-8.884939668400737E-7 evalInputDelta=8.218958973884583E-4
New Minimum: 0.2976926863193512 > 0.292764063924551
WOLFE (weak): th(10858.350837760694)=0.292764063924551; dx=-8.875595416819447E-7 evalInputDelta=0.005750518292188644
New Minimum: 0.292764063924551 > 0.2527414560317993
WOLFE (weak): th(86866.80670208555)=0.2527414560317993; dx=-8.794730308552167E-7 evalInputDelta=0.04577312618494034
New Minimum: 0.2527414560317993 > -0.09207271039485931
END: th(781801.26031877)=-0.09207271039485931; dx=-7.835338802122193E-7 evalInputDelta=0.39058729261159897
Fitness changed from 0.29851458221673965 to -0.09207271039485931
Iteration 1 complete. Error: -0.09207271039485931 Total: 501.1669; Orientation: 0.0205; Line Search: 386.2956
Adding measurement 2dab65ba to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.09207271039485931;dx=-7.410105017802882E-7
New Minimum: -0.09207271039485931 > -0.7495847940444946
END: th(1684339.7559414052)=-0.7495847940444946; dx=-5.711516572510324E-7 evalInputDelta=0.6575120836496353
Fitness changed from -0.09207271039485931 to -0.7495847940444946
Iteration 2 complete. Error: -0.7495847940444946 Total: 116.7856; Orientation: 0.0204; Line Search: 78.0872
Adding measurement 3c949eaa to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.7495847940444946;dx=-5.314575726764046E-7
New Minimum: -0.7495847940444946 > -1.6322107315063477
END: th(3628800.0)=-1.6322107315063477; dx=-3.0290736244255297E-7 evalInputDelta=0.882625937461853
Fitness changed from -0.7495847940444946 to -1.6322107315063477
Iteration 3 complete. Error: -1.6322107315063477 Total: 117.4686; Orientation: 0.0210; Line Search: 79.1121
Adding measurement 35c0dd04 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.740e+03, gradient 5.297e-04, dot -0.821; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6322107315063477, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 35c0dd04 to history. Total: 3
th(0)=-1.6322107315063477;dx=-2.8056351370880554E-7
New Minimum: -1.6322107315063477 > -2.418911311775446
END: th(7818012.6031877)=-2.418911311775446; dx=-1.0198542932318417E-7 evalInputDelta=0.7867005802690983
Fitness changed from -1.6322107315063477 to -2.418911311775446
Iteration 4 complete. Error: -2.418911311775446 Total: 118.5169; Orientation: 0.3536; Line Search: 79.1585
Adding measurement 4fd1e51d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.494e+03, gradient 3.517e-04, dot -0.615; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.418911311775446, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 4fd1e51d to history. Total: 3
th(0)=-2.418911311775446;dx=-1.2352802259579844E-7
New Minimum: -2.418911311775446 > -2.9078016113489866
END: th(1.684339755941405E7)=-2.9078016113489866; dx=-9.938737893211183E-9 evalInputDelta=0.4888902995735407
Fitness changed from -2.418911311775446 to -2.9078016113489866
Iteration 5 complete. Error: -2.9078016113489866 Total: 116.1044; Orientation: 0.3783; Line Search: 77.1277
Adding measurement 5a054721 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.434e+03, gradient 4.016e-04, dot -0.406; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9078016113489866, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 5a054721 to history. Total: 3
th(0)=-2.9078016113489866;dx=-1.6116848830596919E-7
Armijo: th(3.6288E7)=-1.473329808562994; dx=9.070019866895237E-8 evalInputDelta=-1.4344718027859926
Armijo: th(1.8144E7)=-2.496514305472374; dx=8.635448103976452E-8 evalInputDelta=-0.41128730587661266
New Minimum: -2.9078016113489866 > -3.0443898178637028
WOLF (strong): th(6048000.0)=-3.0443898178637028; dx=4.2508286015844146E-8 evalInputDelta=0.13658820651471615
END: th(1512000.0)=-3.021279439330101; dx=-9.600389608410633E-8 evalInputDelta=0.11347782798111439
Fitness changed from -2.9078016113489866 to -3.0443898178637028
Iteration 6 complete. Error: -3.0443898178637028 Total: 234.8332; Orientation: 0.3512; Line Search: 194.5389
Adding measurement 510a68a2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.345e+03, gradient 3.816e-04, dot -0.467; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0443898178637028, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 510a68a2 to history. Total: 3
th(0)=-3.0443898178637028;dx=-1.4560107008701717E-7
New Minimum: -3.0443898178637028 > -3.185184856876731
END: th(3257505.2513282085)=-3.185184856876731; dx=-3.6754293960964964E-9 evalInputDelta=0.14079503901302814
Fitness changed from -3.0443898178637028 to -3.185184856876731
Iteration 7 complete. Error: -3.185184856876731 Total: 116.4875; Orientation: 0.3441; Line Search: 76.2709
Adding measurement 3b574807 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.710e+03, gradient 1.978e-04, dot -0.535; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.185184856876731, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 3b574807 to history. Total: 3
th(0)=-3.185184856876731;dx=-3.903096182813745E-8
New Minimum: -3.185184856876731 > -3.276375912129879
END: th(7018082.316422523)=-3.276375912129879; dx=-1.1788808482751148E-8 evalInputDelta=0.09119105525314808
Fitness changed from -3.185184856876731 to -3.276375912129879
Iteration 8 complete. Error: -3.276375912129879 Total: 116.8209; Orientation: 0.3645; Line Search: 78.1116
Adding measurement 6f6603c4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.144e+03, gradient 2.056e-04, dot -0.464; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.276375912129879, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 6f6603c4 to history. Total: 3
th(0)=-3.276375912129879;dx=-4.224631836049545E-8
Armijo: th(1.5120000000000004E7)=-3.2216807305812836; dx=4.025755335646235E-8 evalInputDelta=-0.05469518154859543
New Minimum: -3.276375912129879 > -3.342110224068165
WOLF (strong): th(7560000.000000002)=-3.342110224068165; dx=9.88709440239579E-9 evalInputDelta=0.06573431193828583
END: th(2520000.0000000005)=-3.32482897862792; dx=-2.278187230192396E-8 evalInputDelta=0.04845306649804115
Fitness changed from -3.276375912129879 to -3.342110224068165
Iteration 9 complete. Error: -3.342110224068165 Total: 195.5641; Orientation: 0.3400; Line Search: 156.4340
Adding measurement 4cfae562 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.063e+03, gradient 2.527e-04, dot -0.454; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.342110224068165, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 4cfae562 to history. Total: 3
th(0)=-3.342110224068165;dx=-6.36838776243112E-8
New Minimum: -3.342110224068165 > -3.4034769386053085
WOLF (strong): th(5429175.418880348)=-3.4034769386053085; dx=1.5040221637368773E-8 evalInputDelta=0.06136671453714371
New Minimum: -3.4034769386053085 > -3.4055690485984087
END: th(2714587.709440174)=-3.4055690485984087; dx=-2.054366736929999E-8 evalInputDelta=0.06345882453024387
Fitness changed from -3.342110224068165 to -3.4055690485984087
Iteration 10 complete. Error: -3.4055690485984087 Total: 155.4533; Orientation: 0.3482; Line Search: 115.9197
Adding measurement 2f584bf9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.641e+03, gradient 1.298e-04, dot -0.671; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4055690485984087, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 2f584bf9 to history. Total: 3
th(0)=-3.4055690485984087;dx=-1.6838553053487562E-8
New Minimum: -3.4055690485984087 > -3.4545102771371603
END: th(5848401.930352103)=-3.4545102771371603; dx=-1.4075351399926482E-8 evalInputDelta=0.0489412285387516
Fitness changed from -3.4055690485984087 to -3.4545102771371603
Iteration 11 complete. Error: -3.4545102771371603 Total: 116.1596; Orientation: 0.3471; Line Search: 77.3500
Adding measurement 3826649b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.449e+03, gradient 1.215e-04, dot -0.657; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4545102771371603, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 3826649b to history. Total: 3
th(0)=-3.4545102771371603;dx=-1.472053780608823E-8
New Minimum: -3.4545102771371603 > -3.5402753576636314
END: th(1.2600000000000004E7)=-3.5402753576636314; dx=-9.911532847640865E-9 evalInputDelta=0.08576508052647114
Fitness changed from -3.4545102771371603 to -3.5402753576636314
Iteration 12 complete. Error: -3.5402753576636314 Total: 117.3849; Orientation: 0.3447; Line Search: 77.8458
Adding measurement 497a653 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.613e+03, gradient 1.298e-04, dot -0.609; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5402753576636314, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 497a653 to history. Total: 3
th(0)=-3.5402753576636314;dx=-1.678968875099584E-8
Armijo: th(2.7145877094401743E7)=-3.4409522023051977; dx=1.8070408044107312E-8 evalInputDelta=-0.09932315535843372
New Minimum: -3.5402753576636314 > -3.5599804390221834
WOLF (strong): th(1.3572938547200872E7)=-3.5599804390221834; dx=5.973054763840516E-9 evalInputDelta=0.01970508135855198
New Minimum: -3.5599804390221834 > -3.5681989025324583
END: th(4524312.849066957)=-3.5681989025324583; dx=-7.3707921596959905E-9 evalInputDelta=0.027923544868826866
Fitness changed from -3.5402753576636314 to -3.5681989025324583
Iteration 13 complete. Error: -3.5681989025324583 Total: 197.9334; Orientation: 0.3397; Line Search: 158.0425
Adding measurement 328a6b93 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.279e+03, gradient 1.093e-04, dot -0.630; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5681989025324583, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 328a6b93 to history. Total: 3
th(0)=-3.5681989025324583;dx=-1.184414833902897E-8
New Minimum: -3.5681989025324583 > -3.6154719423502684
END: th(9747336.550586838)=-3.6154719423502684; dx=-5.63469059242687E-9 evalInputDelta=0.04727303981781006
Fitness changed from -3.5681989025324583 to -3.6154719423502684
Iteration 14 complete. Error: -3.6154719423502684 Total: 115.6453; Orientation: 0.3586; Line Search: 76.4190
Adding measurement 6885579d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.571e+03, gradient 1.291e-04, dot -0.569; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6154719423502684, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 6885579d to history. Total: 3
th(0)=-3.6154719423502684;dx=-1.6639232638708816E-8
Armijo: th(2.1000000000000007E7)=-3.5235903076827526; dx=2.1171930600137888E-8 evalInputDelta=-0.09188163466751575
New Minimum: -3.6154719423502684 > -3.627370685338974
WOLF (strong): th(1.0500000000000004E7)=-3.627370685338974; dx=7.1817325199394006E-9 evalInputDelta=0.011898742988705635
New Minimum: -3.627370685338974 > -3.636668946594
END: th(3500000.0000000014)=-3.636668946594; dx=-6.907914662661576E-9 evalInputDelta=0.0211970042437315
Fitness changed from -3.6154719423502684 to -3.636668946594
Iteration 15 complete. Error: -3.636668946594 Total: 193.9405; Orientation: 0.3405; Line Search: 155.1368
Adding measurement 6c2ce220 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.290e+03, gradient 9.362e-05, dot -0.679; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.636668946594, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 6c2ce220 to history. Total: 3
th(0)=-3.636668946594;dx=-8.752025979283E-9
New Minimum: -3.636668946594 > -3.669289205223322
END: th(7540521.415111597)=-3.669289205223322; dx=-7.297175088884561E-9 evalInputDelta=0.03262025862932205
Fitness changed from -3.636668946594 to -3.669289205223322
Iteration 16 complete. Error: -3.669289205223322 Total: 117.1127; Orientation: 0.3383; Line Search: 77.5317
Adding measurement 2e579284 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.365e+03, gradient 9.146e-05, dot -0.686; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.669289205223322, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 2e579284 to history. Total: 3
th(0)=-3.669289205223322;dx=-8.36455854654493E-9
New Minimum: -3.669289205223322 > -3.718564921990037
END: th(1.6245560917644735E7)=-3.718564921990037; dx=-4.421263625129537E-9 evalInputDelta=0.04927571676671505
Fitness changed from -3.669289205223322 to -3.718564921990037
Iteration 17 complete. Error: -3.718564921990037 Total: 115.4976; Orientation: 0.3539; Line Search: 76.4760
Adding measurement 258f237d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.964e+03, gradient 1.207e-04, dot -0.460; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.718564921990037, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 258f237d to history. Total: 3
th(0)=-3.718564921990037;dx=-1.4512150062301797E-8
Armijo: th(3.500000000000002E7)=-3.329083424061537; dx=3.710099300002719E-8 evalInputDelta=-0.3894814979285002
Armijo: th(1.750000000000001E7)=-3.6632108874619007; dx=2.2567925447637226E-8 evalInputDelta=-0.05535403452813625
New Minimum: -3.718564921990037 > -3.744662117213011
END: th(5833333.333333337)=-3.744662117213011; dx=-9.684456405123812E-10 evalInputDelta=0.026097195222973824
Fitness changed from -3.718564921990037 to -3.744662117213011
Iteration 18 complete. Error: -3.744662117213011 Total: 196.6471; Orientation: 0.3432; Line Search: 156.5985
Adding measurement 173934c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.383e+03, gradient 1.057e-04, dot -0.561; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.744662117213011, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 173934c5 to history. Total: 3
th(0)=-3.744662117213011;dx=-1.115194634592206E-8
New Minimum: -3.744662117213011 > -3.746210318058729
WOLF (strong): th(1.2567535691852663E7)=-3.746210318058729; dx=6.412386472763842E-9 evalInputDelta=0.0015482008457183838
New Minimum: -3.746210318058729 > -3.761648366227746
END: th(6283767.845926331)=-3.761648366227746; dx=-8.986424298930497E-10 evalInputDelta=0.016986249014735222
Fitness changed from -3.744662117213011 to -3.761648366227746
Iteration 19 complete. Error: -3.761648366227746 Total: 155.1281; Orientation: 0.3400; Line Search: 116.1564
Adding measurement 3d70e1aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.976e+03, gradient 1.015e-04, dot -0.504; [7591362a-a0d4-45df-97d2-32464a39563a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.761648366227746, -0.7495847940444946, -0.09207271039485931, 0.29851458221673965
LBFGS Accumulation History: 3 points
Removed measurement 3d70e1aa to history. Total: 3
th(0)=-3.761648366227746;dx=-1.0289303151613236E-8
New Minimum: -3.761648366227746 > -3.764426276087761
WOLF (strong): th(1.3537967431370614E7)=-3.764426276087761; dx=8.458801085648938E-9 evalInputDelta=0.0027779098600149155
New Minimum: -3.764426276087761 > -3.7819725405424833
END: th(6768983.715685307)=-3.7819725405424833; dx=-3.8628142772490176E-10 evalInputDelta=0.02032417431473732
Fitness changed from -3.761648366227746 to -3.7819725405424833
Iteration 20 complete. Error: -3.7819725405424833 Total: 156.9217; Orientation: 0.3488; Line Search: 116.9221
Final threshold in iteration 21: -3.7819725405424833 (> -Infinity) after 3271.573s (< 5400.000s)
