Reset training subject: 1605426985919 Reset training subject: 1612627794945 Adding measurement 486ae828 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=25.351940024644136;dx=-4.3880294275686944E-4 New Minimum: 25.351940024644136 > 25.349777437746525 WOLFE (weak): th(2.154434690031884)=25.349777437746525; dx=-4.580662284472964E-4 evalInputDelta=0.002162586897611618 New Minimum: 25.349777437746525 > 25.347608290612698 WOLFE (weak): th(4.308869380063768)=25.347608290612698; dx=-4.7311449891483106E-4 evalInputDelta=0.0043317340314388275 New Minimum: 25.347608290612698 > 25.338905407115817 WOLFE (weak): th(12.926608140191302)=25.338905407115817; dx=-4.71142344401557E-4 evalInputDelta=0.013034617528319359 New Minimum: 25.338905407115817 > 25.32250590622425 WOLFE (weak): th(51.70643256076521)=25.32250590622425; dx=-4.4426745686820595E-4 evalInputDelta=0.029434118419885635 New Minimum: 25.32250590622425 > 25.117691470310092 END: th(258.53216280382605)=25.117691470310092; dx=-3.7060650531516503E-4 evalInputDelta=0.23424855433404446 Fitness changed from 25.351940024644136 to 25.117691470310092 Iteration 1 complete. Error: 25.117691470310092 Total: 64.8707; Orientation: 0.0440; Line Search: 42.5945 Iteration 1 ![Iteration 1](etc/b3934d1f-0344-4907-978c-2a9862fd9278.jpg) Adding measurement 67a043a6 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=25.117691470310092;dx=-3.4283697718429616E-4 New Minimum: 25.117691470310092 > 24.77485477179289 WOLFE (weak): th(556.9906600335335)=24.77485477179289; dx=-3.396448222679104E-4 evalInputDelta=0.34283669851720333 New Minimum: 24.77485477179289 > 24.392319597303867 END: th(1113.981320067067)=24.392319597303867; dx=-2.857680807909096E-4 evalInputDelta=0.7253718730062246 Fitness changed from 25.117691470310092 to 24.392319597303867 Iteration 2 complete. Error: 24.392319597303867 Total: 28.8525; Orientation: 0.0072; Line Search: 21.8367 Iteration 2 ![Iteration 2](etc/0a9d0c1a-2102-450c-947d-c4274e59b6ca.jpg) Adding measurement 13703a9e to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=24.392319597303867;dx=-2.917765370331291E-4 New Minimum: 24.392319597303867 > 22.933674406260252 END: th(2400.0)=22.933674406260252; dx=-2.255834101200653E-4 evalInputDelta=1.4586451910436153 Fitness changed from 24.392319597303867 to 22.933674406260252 Iteration 3 complete. Error: 22.933674406260252 Total: 20.8851; Orientation: 0.0056; Line Search: 13.9631 Iteration 3 ![Iteration 3](etc/f05e4f4a-dcbb-4ae0-85a2-5c7b040e31a5.jpg) Adding measurement 74cfc384 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.520e+02, gradient 1.495e-02, dot -0.904; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 22.933674406260252, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement 74cfc384 to history. Total: 3 th(0)=22.933674406260252;dx=-2.1197802825439073E-4 New Minimum: 22.933674406260252 > 20.776553329080343 END: th(5170.6432560765215)=20.776553329080343; dx=-1.0362128577325962E-4 evalInputDelta=2.1571210771799088 Fitness changed from 22.933674406260252 to 20.776553329080343 Iteration 4 complete. Error: 20.776553329080343 Total: 21.3690; Orientation: 0.2146; Line Search: 14.0899 Iteration 4 ![Iteration 4](etc/b61e8c12-14cb-44c3-8874-b69c095f9c2c.jpg) Adding measurement 35e809a3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.081e+02, gradient 9.218e-03, dot -0.750; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 20.776553329080343, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement 35e809a3 to history. Total: 3 th(0)=20.776553329080343;dx=-7.722934248005682E-5 New Minimum: 20.776553329080343 > 18.686001274734735 END: th(11139.813200670671)=18.686001274734735; dx=-4.049163816140429E-5 evalInputDelta=2.0905520543456078 Fitness changed from 20.776553329080343 to 18.686001274734735 Iteration 5 complete. Error: 18.686001274734735 Total: 22.4466; Orientation: 0.0887; Line Search: 15.2773 Iteration 5 ![Iteration 5](etc/ffe88eb5-7408-4f5d-bc73-74d6d2934a30.jpg) Adding measurement f245cfb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.248e+01, gradient 6.523e-03, dot -0.600; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 18.686001274734735, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement f245cfb to history. Total: 3 th(0)=18.686001274734735;dx=-4.0804296354390366E-5 New Minimum: 18.686001274734735 > 16.74777600169182 END: th(24000.000000000004)=16.74777600169182; dx=-1.7685217285921285E-5 evalInputDelta=1.9382252730429173 Fitness changed from 18.686001274734735 to 16.74777600169182 Iteration 6 complete. Error: 16.74777600169182 Total: 21.3658; Orientation: 0.0740; Line Search: 14.2512 Adding measurement ac7717a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.326e+01, gradient 4.267e-03, dot -0.628; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 16.74777600169182, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement ac7717a to history. Total: 3 th(0)=16.74777600169182;dx=-1.7595236493081188E-5 New Minimum: 16.74777600169182 > 14.362303853034973 END: th(51706.43256076522)=14.362303853034973; dx=-8.94982651100424E-6 evalInputDelta=2.385472148656845 Fitness changed from 16.74777600169182 to 14.362303853034973 Iteration 7 complete. Error: 14.362303853034973 Total: 21.2248; Orientation: 0.0832; Line Search: 14.1622 Adding measurement 1f8618f8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.679e+01, gradient 3.408e-03, dot -0.569; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 14.362303853034973, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement 1f8618f8 to history. Total: 3 th(0)=14.362303853034973;dx=-1.1475751196371492E-5 New Minimum: 14.362303853034973 > 11.999324850738049 END: th(111398.13200670673)=11.999324850738049; dx=-2.762516847428505E-6 evalInputDelta=2.3629790022969246 Fitness changed from 14.362303853034973 to 11.999324850738049 Iteration 8 complete. Error: 11.999324850738049 Total: 21.6954; Orientation: 0.0794; Line Search: 14.0609 Adding measurement 2b5565d7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.551e+01, gradient 3.174e-03, dot -0.359; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.999324850738049, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement 2b5565d7 to history. Total: 3 th(0)=11.999324850738049;dx=-9.767041313787404E-6 New Minimum: 11.999324850738049 > 10.75013716518879 WOLF (strong): th(240000.0000000001)=10.75013716518879; dx=1.3304096693060453E-6 evalInputDelta=1.2491876855492592 New Minimum: 10.75013716518879 > 10.591140523552895 WOLF (strong): th(120000.00000000004)=10.591140523552895; dx=3.0247805043871655E-7 evalInputDelta=1.408184327185154 END: th(40000.000000000015)=11.084148347377777; dx=-4.2981291308832E-6 evalInputDelta=0.9151765033602715 Fitness changed from 11.999324850738049 to 10.591140523552895 Iteration 9 complete. Error: 10.591140523552895 Total: 35.2239; Orientation: 0.1339; Line Search: 28.1165 Adding measurement 293f839e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.382e+02, gradient 3.406e-03, dot -0.295; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.591140523552895, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement 293f839e to history. Total: 3 th(0)=10.591140523552895;dx=-1.150591691541067E-5 New Minimum: 10.591140523552895 > 9.583279743790627 WOLF (strong): th(86177.38760127539)=9.583279743790627; dx=7.433718490359193E-7 evalInputDelta=1.007860779762268 END: th(43088.693800637695)=9.708538800477982; dx=-2.562493293002927E-6 evalInputDelta=0.882601723074913 Fitness changed from 10.591140523552895 to 9.583279743790627 Iteration 10 complete. Error: 9.583279743790627 Total: 30.4170; Orientation: 0.1885; Line Search: 23.2153 Iteration 10 ![Iteration 10](etc/41284c94-e496-4b12-aca8-e8ee17257314.jpg) Adding measurement 24ae44f9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.071e+02, gradient 2.854e-03, dot -0.257; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.583279743790627, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement 24ae44f9 to history. Total: 3 th(0)=9.583279743790627;dx=-8.038984271815307E-6 New Minimum: 9.583279743790627 > 8.895775377750397 WOLF (strong): th(92831.77667225563)=8.895775377750397; dx=1.192912071627758E-6 evalInputDelta=0.6875043660402298 END: th(46415.88833612781)=8.90543868392706; dx=-1.6882104300975502E-6 evalInputDelta=0.6778410598635674 Fitness changed from 9.583279743790627 to 8.895775377750397 Iteration 11 complete. Error: 8.895775377750397 Total: 28.2993; Orientation: 0.0820; Line Search: 21.3061 Adding measurement 5148e39f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.733e+02, gradient 2.955e-03, dot -0.317; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.895775377750397, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement 5148e39f to history. Total: 3 th(0)=8.895775377750397;dx=-8.621228657354884E-6 New Minimum: 8.895775377750397 > 8.392799489200115 WOLF (strong): th(100000.00000000006)=8.392799489200115; dx=2.0839348138584743E-6 evalInputDelta=0.5029758885502815 New Minimum: 8.392799489200115 > 8.23945277929306 END: th(50000.00000000003)=8.23945277929306; dx=-6.008073141646136E-7 evalInputDelta=0.6563225984573364 Fitness changed from 8.895775377750397 to 8.23945277929306 Iteration 12 complete. Error: 8.23945277929306 Total: 28.0841; Orientation: 0.1815; Line Search: 20.8876 Adding measurement 527fd4e8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.637e+02, gradient 1.948e-03, dot -0.437; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.23945277929306, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement 527fd4e8 to history. Total: 3 th(0)=8.23945277929306;dx=-3.7652053896414012E-6 New Minimum: 8.23945277929306 > 7.690873548388481 WOLF (strong): th(107721.73450159426)=7.690873548388481; dx=1.40741091675756E-7 evalInputDelta=0.5485792309045792 END: th(53860.86725079713)=7.806770756840706; dx=-1.2576225774253453E-6 evalInputDelta=0.43268202245235443 Fitness changed from 8.23945277929306 to 7.690873548388481 Iteration 13 complete. Error: 7.690873548388481 Total: 28.8798; Orientation: 0.0791; Line Search: 21.9205 Adding measurement 7cfbbfa to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.540e+02, gradient 2.304e-03, dot -0.319; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.690873548388481, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement 7cfbbfa to history. Total: 3 th(0)=7.690873548388481;dx=-5.237757307327127E-6 New Minimum: 7.690873548388481 > 7.451432332396507 WOLF (strong): th(116039.72084031955)=7.451432332396507; dx=1.8418414694356774E-6 evalInputDelta=0.23944121599197388 New Minimum: 7.451432332396507 > 7.28471052646637 END: th(58019.86042015978)=7.28471052646637; dx=-1.3044928067262493E-7 evalInputDelta=0.4061630219221115 Fitness changed from 7.690873548388481 to 7.28471052646637 Iteration 14 complete. Error: 7.28471052646637 Total: 27.9795; Orientation: 0.0777; Line Search: 20.8632 Adding measurement 446d194f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.705e+02, gradient 1.595e-03, dot -0.473; [577cfa74-3a3d-433e-99e0-2464ccb80908 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.28471052646637, 24.392319597303867, 25.117691470310092, 25.351940024644136 LBFGS Accumulation History: 3 points Removed measurement 446d194f to history. Total: 3 th(0)=7.28471052646637;dx=-2.455617881383992E-6 New Minimum: 7.28471052646637 > 6.882365018129349 WOLF (strong): th(125000.00000000009)=6.882365018129349; dx=1.3323047119987886E-8 evalInputDelta=0.4023455083370209 END: th(62500.000000000044)=6.97064133733511; dx=-6.78948154761952E-7 evalInputDelta=0.3140691891312599 Fitness changed from 7.28471052646637 to 6.882365018129349 Iteration 15 complete. Error: 6.882365018129349 Total: 28.3924; Orientation: 0.1120; Line Search: 21.1134 Iteration 15 ![Iteration 15](etc/015f0a44-fef2-400c-9ae4-d0f51075fb6e.jpg) Final threshold in iteration 16: 6.882365018129349 (> -Infinity) after 429.988s (< 3600.000s)