Reset training subject: 5310865942512
Reset training subject: 5324237356559
Adding measurement a3572df to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.2540125101804733;dx=-1.64980402520453E-6
New Minimum: 0.2540125101804733 > 0.25400876998901367
WOLFE (weak): th(2.154434690031884)=0.25400876998901367; dx=-1.578007076626924E-6 evalInputDelta=3.7401914596557617E-6
New Minimum: 0.25400876998901367 > 0.2540053278207779
WOLFE (weak): th(4.308869380063768)=0.2540053278207779; dx=-1.5772823994257542E-6 evalInputDelta=7.18235969543457E-6
New Minimum: 0.2540053278207779 > 0.25399060547351837
WOLFE (weak): th(12.926608140191302)=0.25399060547351837; dx=-1.5682407582933084E-6 evalInputDelta=2.1904706954956055E-5
New Minimum: 0.25399060547351837 > 0.2539254277944565
WOLFE (weak): th(51.70643256076521)=0.2539254277944565; dx=-1.5813944460386643E-6 evalInputDelta=8.70823860168457E-5
New Minimum: 0.2539254277944565 > 0.2535768747329712
WOLFE (weak): th(258.53216280382605)=0.2535768747329712; dx=-1.5773065269029097E-6 evalInputDelta=4.3563544750213623E-4
New Minimum: 0.2535768747329712 > 0.2513984739780426
WOLFE (weak): th(1551.1929768229563)=0.2513984739780426; dx=-1.576486259826123E-6 evalInputDelta=0.002614036202430725
New Minimum: 0.2513984739780426 > 0.235746368765831
WOLFE (weak): th(10858.350837760694)=0.235746368765831; dx=-1.5685843753218334E-6 evalInputDelta=0.018266141414642334
New Minimum: 0.235746368765831 > 0.11102163791656494
WOLFE (weak): th(86866.80670208555)=0.11102163791656494; dx=-1.495651386854971E-6 evalInputDelta=0.1429908722639084
New Minimum: 0.11102163791656494 > -0.7024288773536682
END: th(781801.26031877)=-0.7024288773536682; dx=-7.634346844940418E-7 evalInputDelta=0.9564413875341415
Fitness changed from 0.2540125101804733 to -0.7024288773536682
Iteration 1 complete. Error: -0.7024288773536682 Total: 172.4782; Orientation: 0.0097; Line Search: 132.5877
Adding measurement 76ed2529 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.7024288773536682;dx=-9.257147164359742E-7
New Minimum: -0.7024288773536682 > -1.7127883732318878
END: th(1684339.7559414052)=-1.7127883732318878; dx=-3.06312771040261E-7 evalInputDelta=1.0103594958782196
Fitness changed from -0.7024288773536682 to -1.7127883732318878
Iteration 2 complete. Error: -1.7127883732318878 Total: 39.7170; Orientation: 0.0091; Line Search: 26.4694
Adding measurement 17d25d26 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.7127883732318878;dx=-5.431342098861123E-7
New Minimum: -1.7127883732318878 > -2.3841392435133457
END: th(3628800.0)=-2.3841392435133457; dx=-5.338016073231318E-9 evalInputDelta=0.6713508702814579
Fitness changed from -1.7127883732318878 to -2.3841392435133457
Iteration 3 complete. Error: -2.3841392435133457 Total: 39.7380; Orientation: 0.0087; Line Search: 26.4900
Adding measurement 392de127 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.272e+03, gradient 8.310e-04, dot -0.468; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3841392435133457, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 392de127 to history. Total: 3
th(0)=-2.3841392435133457;dx=-6.87991460600856E-7
Armijo: th(7818012.6031877)=0.9901265650987625; dx=5.983325389555038E-7 evalInputDelta=-3.3742658086121082
Armijo: th(3909006.30159385)=-1.5618448555469513; dx=5.566109713321322E-7 evalInputDelta=-0.8222943879663944
New Minimum: -2.3841392435133457 > -2.6910714730620384
WOLF (strong): th(1303002.1005312833)=-2.6910714730620384; dx=1.4732844200908614E-7 evalInputDelta=0.3069322295486927
END: th(325750.5251328208)=-2.5795270316302776; dx=-4.3703276979391125E-7 evalInputDelta=0.19538778811693192
Fitness changed from -2.3841392435133457 to -2.6910714730620384
Iteration 4 complete. Error: -2.6910714730620384 Total: 79.5824; Orientation: 0.2321; Line Search: 66.1080
Adding measurement 60eb1302 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.202e+03, gradient 6.056e-04, dot -0.483; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6910714730620384, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 60eb1302 to history. Total: 3
th(0)=-2.6910714730620384;dx=-3.6520371233884085E-7
New Minimum: -2.6910714730620384 > -2.839685630053282
END: th(701808.2316422522)=-2.839685630053282; dx=-5.909686145148787E-8 evalInputDelta=0.14861415699124336
Fitness changed from -2.6910714730620384 to -2.839685630053282
Iteration 5 complete. Error: -2.839685630053282 Total: 40.4164; Orientation: 0.2307; Line Search: 26.9465
Adding measurement 14b126ba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.900e+03, gradient 3.000e-04, dot -0.622; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.839685630053282, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 14b126ba to history. Total: 3
th(0)=-2.839685630053282;dx=-8.986694411030406E-8
New Minimum: -2.839685630053282 > -2.959239237010479
END: th(1512000.0)=-2.959239237010479; dx=-6.018414335301035E-8 evalInputDelta=0.11955360695719719
Fitness changed from -2.839685630053282 to -2.959239237010479
Iteration 6 complete. Error: -2.959239237010479 Total: 39.9272; Orientation: 0.2315; Line Search: 26.4268
Adding measurement b7335c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.594e+03, gradient 2.621e-04, dot -0.613; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.959239237010479, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement b7335c7 to history. Total: 3
th(0)=-2.959239237010479;dx=-6.857076422248904E-8
New Minimum: -2.959239237010479 > -3.1031893342733383
END: th(3257505.2513282085)=-3.1031893342733383; dx=-1.9955764048745927E-8 evalInputDelta=0.14395009726285934
Fitness changed from -2.959239237010479 to -3.1031893342733383
Iteration 7 complete. Error: -3.1031893342733383 Total: 39.9163; Orientation: 0.2386; Line Search: 26.4053
Adding measurement 2a5eb2d0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.900e+03, gradient 3.588e-04, dot -0.501; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1031893342733383, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 2a5eb2d0 to history. Total: 3
th(0)=-3.1031893342733383;dx=-1.282018847343854E-7
Armijo: th(7018082.316422523)=-2.1424743980169296; dx=2.415868679180984E-7 evalInputDelta=-0.9607149362564087
Armijo: th(3509041.1582112615)=-2.9215483218431473; dx=1.6278248010757427E-7 evalInputDelta=-0.18164101243019104
New Minimum: -3.1031893342733383 > -3.1722782254219055
WOLF (strong): th(1169680.3860704205)=-3.1722782254219055; dx=1.2298711502430854E-8 evalInputDelta=0.0690888911485672
END: th(292420.0965176051)=-3.137259963899851; dx=-9.03070690528504E-8 evalInputDelta=0.03407062962651253
Fitness changed from -3.1031893342733383 to -3.1722782254219055
Iteration 8 complete. Error: -3.1722782254219055 Total: 80.0035; Orientation: 0.2358; Line Search: 66.5312
Adding measurement 275ecd70 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.256e+03, gradient 2.575e-04, dot -0.531; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1722782254219055, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 275ecd70 to history. Total: 3
th(0)=-3.1722782254219055;dx=-6.591843794642662E-8
New Minimum: -3.1722782254219055 > -3.206276446580887
END: th(630000.0000000001)=-3.206276446580887; dx=-3.716364266037718E-8 evalInputDelta=0.03399822115898132
Fitness changed from -3.1722782254219055 to -3.206276446580887
Iteration 9 complete. Error: -3.206276446580887 Total: 40.0855; Orientation: 0.3498; Line Search: 26.4564
Adding measurement 10ed5ebf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.444e+03, gradient 1.844e-04, dot -0.677; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.206276446580887, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 10ed5ebf to history. Total: 3
th(0)=-3.206276446580887;dx=-3.3901246675631767E-8
New Minimum: -3.206276446580887 > -3.252215038985014
END: th(1357293.854720087)=-3.252215038985014; dx=-3.009541562741549E-8 evalInputDelta=0.04593859240412712
Fitness changed from -3.206276446580887 to -3.252215038985014
Iteration 10 complete. Error: -3.252215038985014 Total: 39.9287; Orientation: 0.2363; Line Search: 26.4516
Adding measurement 5e8fb86d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.471e+03, gradient 1.732e-04, dot -0.697; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.252215038985014, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 5e8fb86d to history. Total: 3
th(0)=-3.252215038985014;dx=-2.9788387474998947E-8
New Minimum: -3.252215038985014 > -3.3354689180850983
END: th(2924200.9651760515)=-3.3354689180850983; dx=-2.4077913782999008E-8 evalInputDelta=0.0832538791000843
Fitness changed from -3.252215038985014 to -3.3354689180850983
Iteration 11 complete. Error: -3.3354689180850983 Total: 39.9453; Orientation: 0.2387; Line Search: 26.4572
Adding measurement 5b5c68a4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.344e+03, gradient 1.646e-04, dot -0.660; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3354689180850983, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 5b5c68a4 to history. Total: 3
th(0)=-3.3354689180850983;dx=-2.6938877003875756E-8
New Minimum: -3.3354689180850983 > -3.431246444582939
END: th(6300000.000000002)=-3.431246444582939; dx=-4.630823946633229E-9 evalInputDelta=0.09577752649784088
Fitness changed from -3.3354689180850983 to -3.431246444582939
Iteration 12 complete. Error: -3.431246444582939 Total: 40.0867; Orientation: 0.3164; Line Search: 26.5108
Adding measurement 47e1f153 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.792e+03, gradient 3.405e-04, dot -0.417; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.431246444582939, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 47e1f153 to history. Total: 3
th(0)=-3.431246444582939;dx=-1.157075878908951E-7
Armijo: th(1.3572938547200872E7)=0.05620969831943512; dx=3.272868094854424E-7 evalInputDelta=-3.4874561429023743
Armijo: th(6786469.273600436)=-2.2940731793642044; dx=2.91698222365563E-7 evalInputDelta=-1.1371732652187347
Armijo: th(2262156.4245334785)=-3.3970735780894756; dx=1.2100596318595313E-7 evalInputDelta=-0.034172866493463516
New Minimum: -3.431246444582939 > -3.479420017451048
END: th(565539.1061333696)=-3.479420017451048; dx=-4.532192546891545E-8 evalInputDelta=0.04817357286810875
Fitness changed from -3.431246444582939 to -3.479420017451048
Iteration 13 complete. Error: -3.479420017451048 Total: 79.6950; Orientation: 0.2443; Line Search: 66.1227
Adding measurement 11472ba7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.425e+03, gradient 1.630e-04, dot -0.594; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.479420017451048, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 11472ba7 to history. Total: 3
th(0)=-3.479420017451048;dx=-2.650360896071788E-8
New Minimum: -3.479420017451048 > -3.5036994367837906
END: th(1218417.0688233548)=-3.5036994367837906; dx=-1.1276463875897656E-8 evalInputDelta=0.02427941933274269
Fitness changed from -3.479420017451048 to -3.5036994367837906
Iteration 14 complete. Error: -3.5036994367837906 Total: 39.9369; Orientation: 0.2416; Line Search: 26.4397
Adding measurement 37e58629 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.212e+03, gradient 1.383e-04, dot -0.619; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5036994367837906, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 37e58629 to history. Total: 3
th(0)=-3.5036994367837906;dx=-1.904041939592967E-8
New Minimum: -3.5036994367837906 > -3.5391899906098843
END: th(2625000.000000001)=-3.5391899906098843; dx=-7.069583200752989E-9 evalInputDelta=0.035490553826093674
Fitness changed from -3.5036994367837906 to -3.5391899906098843
Iteration 15 complete. Error: -3.5391899906098843 Total: 39.9109; Orientation: 0.2327; Line Search: 26.4349
Adding measurement 2550261e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.500e+03, gradient 1.772e-04, dot -0.544; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5391899906098843, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 2550261e to history. Total: 3
th(0)=-3.5391899906098843;dx=-3.1353397860744585E-8
Armijo: th(5655391.061333697)=-3.373278696089983; dx=7.57992378669277E-8 evalInputDelta=-0.16591129451990128
Armijo: th(2827695.5306668486)=-3.537385206669569; dx=3.0194108506574526E-8 evalInputDelta=-0.0018047839403152466
New Minimum: -3.5391899906098843 > -3.5594718530774117
END: th(942565.1768889496)=-3.5594718530774117; dx=-9.415160709554926E-9 evalInputDelta=0.02028186246752739
Fitness changed from -3.5391899906098843 to -3.5594718530774117
Iteration 16 complete. Error: -3.5594718530774117 Total: 66.8078; Orientation: 0.2379; Line Search: 53.3269
Adding measurement 31478f6d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.248e+03, gradient 1.202e-04, dot -0.666; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5594718530774117, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 31478f6d to history. Total: 3
th(0)=-3.5594718530774117;dx=-1.4361306174950872E-8
New Minimum: -3.5594718530774117 > -3.586370028555393
END: th(2030695.114705592)=-3.586370028555393; dx=-1.0816682987617866E-8 evalInputDelta=0.026898175477981567
Fitness changed from -3.5594718530774117 to -3.586370028555393
Iteration 17 complete. Error: -3.586370028555393 Total: 39.9096; Orientation: 0.2322; Line Search: 26.4298
Adding measurement 88127fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.367e+03, gradient 1.224e-04, dot -0.666; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.586370028555393, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 88127fe to history. Total: 3
th(0)=-3.586370028555393;dx=-1.4937076091323305E-8
New Minimum: -3.586370028555393 > -3.6174880415201187
WOLF (strong): th(4375000.000000003)=-3.6174880415201187; dx=5.812431492494182E-10 evalInputDelta=0.031118012964725494
END: th(2187500.0000000014)=-3.61088340729475; dx=-6.595898963156174E-9 evalInputDelta=0.024513378739356995
Fitness changed from -3.586370028555393 to -3.6174880415201187
Iteration 18 complete. Error: -3.6174880415201187 Total: 53.1351; Orientation: 0.2331; Line Search: 39.6611
Adding measurement 4cccb33c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.695e+02, gradient 2.626e-04, dot -0.398; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6174880415201187, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 4cccb33c to history. Total: 3
th(0)=-3.6174880415201187;dx=-6.880229993844414E-8
Armijo: th(4712825.884444749)=-3.292129073292017; dx=1.4283647232536747E-7 evalInputDelta=-0.32535896822810173
Armijo: th(2356412.9422223745)=-3.5821978617459536; dx=7.923398094721967E-8 evalInputDelta=-0.035290179774165154
New Minimum: -3.6174880415201187 > -3.6479187346994877
END: th(785470.9807407915)=-3.6479187346994877; dx=-7.3368058495593914E-9 evalInputDelta=0.030430693179368973
Fitness changed from -3.6174880415201187 to -3.6479187346994877
Iteration 19 complete. Error: -3.6479187346994877 Total: 66.8150; Orientation: 0.2478; Line Search: 53.3151
Adding measurement 7e997bcd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.296e+03, gradient 1.051e-04, dot -0.687; [c21b3d39-8991-41f3-8ce7-34109cf95027 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6479187346994877, -1.7127883732318878, -0.7024288773536682, 0.2540125101804733
LBFGS Accumulation History: 3 points
Removed measurement 7e997bcd to history. Total: 3
th(0)=-3.6479187346994877;dx=-1.1028261801864566E-8
New Minimum: -3.6479187346994877 > -3.6661744229495525
END: th(1692245.928921327)=-3.6661744229495525; dx=-9.470838089619934E-9 evalInputDelta=0.01825568825006485
Fitness changed from -3.6479187346994877 to -3.6661744229495525
Iteration 20 complete. Error: -3.6661744229495525 Total: 39.9161; Orientation: 0.2348; Line Search: 26.4347
Final threshold in iteration 21: -3.6661744229495525 (> -Infinity) after 1117.952s (< 5400.000s)
