Reset training subject: 602029406550300
Reset training subject: 602034622556300
Adding measurement 4fcea81e to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.145978212356567;dx=-2.1622174768958094E-6
New Minimum: 4.145978212356567 > 4.145972728729248
END: th(2.154434690031884)=4.145972728729248; dx=-1.871210486904777E-6 evalInputDelta=5.4836273193359375E-6
Fitness changed from 4.145978212356567 to 4.145972728729248
Iteration 1 complete. Error: 4.145972728729248 Total: 22.5344; Orientation: 0.0037; Line Search: 8.7238
Adding measurement 2a2ca748 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=4.145972728729248;dx=-1.878144909230842E-6
New Minimum: 4.145972728729248 > 4.145962007343769
WOLFE (weak): th(4.641588833612779)=4.145962007343769; dx=-1.8627135271013052E-6 evalInputDelta=1.0721385478973389E-5
New Minimum: 4.145962007343769 > 4.145951420068741
WOLFE (weak): th(9.283177667225559)=4.145951420068741; dx=-1.8755938606281046E-6 evalInputDelta=2.130866050720215E-5
New Minimum: 4.145951420068741 > 4.145907916128635
WOLFE (weak): th(27.849533001676676)=4.145907916128635; dx=-1.8716013414658792E-6 evalInputDelta=6.481260061264038E-5
New Minimum: 4.145907916128635 > 4.145713463425636
WOLFE (weak): th(111.3981320067067)=4.145713463425636; dx=-1.8147626132987165E-6 evalInputDelta=2.5926530361175537E-4
New Minimum: 4.145713463425636 > 4.144677259027958
WOLFE (weak): th(556.9906600335335)=4.144677259027958; dx=-1.8815823845641713E-6 evalInputDelta=0.0012954697012901306
New Minimum: 4.144677259027958 > 4.1382091119885445
WOLFE (weak): th(3341.9439602012008)=4.1382091119885445; dx=-1.8682743334401197E-6 evalInputDelta=0.007763616740703583
New Minimum: 4.1382091119885445 > 4.0920529291033745
WOLFE (weak): th(23393.607721408407)=4.0920529291033745; dx=-1.8445127448578866E-6 evalInputDelta=0.053919799625873566
New Minimum: 4.0920529291033745 > 3.7442844957113266
END: th(187148.86177126726)=3.7442844957113266; dx=-1.5582538342058578E-6 evalInputDelta=0.40168823301792145
Fitness changed from 4.145972728729248 to 3.7442844957113266
Iteration 2 complete. Error: 3.7442844957113266 Total: 43.4246; Orientation: 0.0031; Line Search: 39.0107
Adding measurement 741ee89a to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=3.7442844957113266;dx=-1.437848775469588E-6
New Minimum: 3.7442844957113266 > 3.1320269256830215
END: th(403200.00000000006)=3.1320269256830215; dx=-9.669008251095357E-7 evalInputDelta=0.612257570028305
Fitness changed from 3.7442844957113266 to 3.1320269256830215
Iteration 3 complete. Error: 3.1320269256830215 Total: 12.9988; Orientation: 0.0041; Line Search: 8.6567
Adding measurement 37c1924b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.546e+03, gradient 9.824e-04, dot -0.829; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.1320269256830215, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 37c1924b to history. Total: 3
th(0)=3.1320269256830215;dx=-9.06876815630197E-7
New Minimum: 3.1320269256830215 > 2.420975774526596
END: th(868668.0670208557)=2.420975774526596; dx=-4.6552957315186464E-7 evalInputDelta=0.7110511511564255
Fitness changed from 3.1320269256830215 to 2.420975774526596
Iteration 4 complete. Error: 2.420975774526596 Total: 13.3776; Orientation: 0.0598; Line Search: 8.9752
Adding measurement 300efc3a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.003e+03, gradient 8.096e-04, dot -0.615; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.420975774526596, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 300efc3a to history. Total: 3
th(0)=2.420975774526596;dx=-6.283941238178192E-7
New Minimum: 2.420975774526596 > 1.8053548261523247
END: th(1871488.617712673)=1.8053548261523247; dx=-1.4683638858990893E-7 evalInputDelta=0.6156209483742714
Fitness changed from 2.420975774526596 to 1.8053548261523247
Iteration 5 complete. Error: 1.8053548261523247 Total: 13.0484; Orientation: 0.0603; Line Search: 8.6608
Adding measurement 429e021 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.068e+02, gradient 6.720e-04, dot -0.420; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8053548261523247, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 429e021 to history. Total: 3
th(0)=1.8053548261523247;dx=-4.2838011220866626E-7
New Minimum: 1.8053548261523247 > 1.369357869029045
WOLF (strong): th(4032000.0000000014)=1.369357869029045; dx=3.21654581739442E-8 evalInputDelta=0.43599695712327957
New Minimum: 1.369357869029045 > 1.332832507789135
END: th(2016000.0000000007)=1.332832507789135; dx=-4.933712928972753E-8 evalInputDelta=0.4725223183631897
Fitness changed from 1.8053548261523247 to 1.332832507789135
Iteration 6 complete. Error: 1.332832507789135 Total: 17.4067; Orientation: 0.0600; Line Search: 13.0484
Adding measurement 6a1da71 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.497e+02, gradient 5.861e-04, dot -0.366; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.332832507789135, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 6a1da71 to history. Total: 3
th(0)=1.332832507789135;dx=-3.230246076727771E-7
New Minimum: 1.332832507789135 > 1.1430049389600754
WOLF (strong): th(4343340.335104279)=1.1430049389600754; dx=5.4665197841146485E-8 evalInputDelta=0.1898275688290596
New Minimum: 1.1430049389600754 > 0.9947131425142288
WOLF (strong): th(2171670.1675521396)=0.9947131425142288; dx=1.3786447040019708E-8 evalInputDelta=0.33811936527490616
END: th(723890.0558507132)=1.1058465465903282; dx=-1.9656069808602022E-7 evalInputDelta=0.22698596119880676
Fitness changed from 1.332832507789135 to 0.9947131425142288
Iteration 7 complete. Error: 0.9947131425142288 Total: 21.7651; Orientation: 0.0602; Line Search: 17.4001
Adding measurement 5f45a21a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.289e+02, gradient 5.368e-04, dot -0.347; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9947131425142288, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 5f45a21a to history. Total: 3
th(0)=0.9947131425142288;dx=-2.7175767921398963E-7
New Minimum: 0.9947131425142288 > 0.7361589968204498
END: th(1559573.8480938943)=0.7361589968204498; dx=-1.562533456734184E-8 evalInputDelta=0.258554145693779
Fitness changed from 0.9947131425142288 to 0.7361589968204498
Iteration 8 complete. Error: 0.7361589968204498 Total: 13.7050; Orientation: 0.0597; Line Search: 9.3652
Adding measurement 2340c75a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.317e+02, gradient 4.277e-04, dot -0.451; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7361589968204498, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 2340c75a to history. Total: 3
th(0)=0.7361589968204498;dx=-1.7262048650897557E-7
New Minimum: 0.7361589968204498 > 0.6173642575740814
WOLF (strong): th(3360000.0000000014)=0.6173642575740814; dx=1.9552207137379058E-8 evalInputDelta=0.11879473924636841
New Minimum: 0.6173642575740814 > 0.5790347456932068
END: th(1680000.0000000007)=0.5790347456932068; dx=-8.453066907238803E-9 evalInputDelta=0.15712425112724304
Fitness changed from 0.7361589968204498 to 0.5790347456932068
Iteration 9 complete. Error: 0.5790347456932068 Total: 17.3500; Orientation: 0.0586; Line Search: 12.9637
Adding measurement 78e0c8b7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.451e+02, gradient 4.178e-04, dot -0.422; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5790347456932068, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 78e0c8b7 to history. Total: 3
th(0)=0.5790347456932068;dx=-1.6359511980743086E-7
New Minimum: 0.5790347456932068 > 0.5598748624324799
WOLF (strong): th(3619450.279253566)=0.5598748624324799; dx=3.363736533501182E-8 evalInputDelta=0.01915988326072693
New Minimum: 0.5598748624324799 > 0.46369272470474243
WOLF (strong): th(1809725.139626783)=0.46369272470474243; dx=1.703214028173443E-8 evalInputDelta=0.11534202098846436
END: th(603241.7132089277)=0.4862823486328125; dx=-9.127752763291055E-8 evalInputDelta=0.09275239706039429
Fitness changed from 0.5790347456932068 to 0.46369272470474243
Iteration 10 complete. Error: 0.46369272470474243 Total: 21.4644; Orientation: 0.0567; Line Search: 17.1445
Adding measurement 1c6391e9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.232e+02, gradient 4.291e-04, dot -0.372; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.46369272470474243, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 1c6391e9 to history. Total: 3
th(0)=0.46369272470474243;dx=-1.7502955430544E-7
New Minimum: 0.46369272470474243 > 0.3264347165822983
END: th(1299644.8734115786)=0.3264347165822983; dx=-4.696805659404457E-9 evalInputDelta=0.13725800812244415
Fitness changed from 0.46369272470474243 to 0.3264347165822983
Iteration 11 complete. Error: 0.3264347165822983 Total: 12.9672; Orientation: 0.0562; Line Search: 8.5388
Adding measurement 5b250ef7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.001e+03, gradient 3.520e-04, dot -0.455; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3264347165822983, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 5b250ef7 to history. Total: 3
th(0)=0.3264347165822983;dx=-1.1494022096208092E-7
New Minimum: 0.3264347165822983 > 0.27586719393730164
WOLF (strong): th(2800000.0000000014)=0.27586719393730164; dx=2.63205598639882E-8 evalInputDelta=0.05056752264499664
New Minimum: 0.27586719393730164 > 0.23734165728092194
END: th(1400000.0000000007)=0.23734165728092194; dx=-4.808168521769193E-9 evalInputDelta=0.08909305930137634
Fitness changed from 0.3264347165822983 to 0.23734165728092194
Iteration 12 complete. Error: 0.23734165728092194 Total: 17.3316; Orientation: 0.0572; Line Search: 13.0373
Adding measurement 4f801913 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.018e+03, gradient 3.564e-04, dot -0.432; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.23734165728092194, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 4f801913 to history. Total: 3
th(0)=0.23734165728092194;dx=-1.1663735719315035E-7
Armijo: th(3016208.566044639)=0.2516576647758484; dx=3.200615872457474E-8 evalInputDelta=-0.014316007494926453
New Minimum: 0.23734165728092194 > 0.17787674069404602
WOLF (strong): th(1508104.2830223194)=0.17787674069404602; dx=1.8284847823015866E-8 evalInputDelta=0.059464916586875916
END: th(502701.4276741065)=0.18616297841072083; dx=-6.218000926144521E-8 evalInputDelta=0.05117867887020111
Fitness changed from 0.23734165728092194 to 0.17787674069404602
Iteration 13 complete. Error: 0.17787674069404602 Total: 21.7309; Orientation: 0.0567; Line Search: 17.3542
Adding measurement 106826e5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.017e+03, gradient 3.816e-04, dot -0.375; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.17787674069404602, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 106826e5 to history. Total: 3
th(0)=0.17787674069404602;dx=-1.397404493189648E-7
New Minimum: 0.17787674069404602 > 0.0893353521823883
END: th(1083037.3945096491)=0.0893353521823883; dx=-1.0021018712802468E-9 evalInputDelta=0.08854138851165771
Fitness changed from 0.17787674069404602 to 0.0893353521823883
Iteration 14 complete. Error: 0.0893353521823883 Total: 13.0106; Orientation: 0.0561; Line Search: 8.6267
Adding measurement 639f55f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.018e+03, gradient 3.089e-04, dot -0.453; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.0893353521823883, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 639f55f2 to history. Total: 3
th(0)=0.0893353521823883;dx=-8.498777298921075E-8
New Minimum: 0.0893353521823883 > 0.05615547299385071
WOLF (strong): th(2333333.333333335)=0.05615547299385071; dx=1.9013486601120243E-8 evalInputDelta=0.0331798791885376
New Minimum: 0.05615547299385071 > 0.03572149574756622
WOLF (strong): th(1166666.6666666674)=0.03572149574756622; dx=3.4473487609687314E-11 evalInputDelta=0.05361385643482208
END: th(388888.88888888917)=0.05728332698345184; dx=-5.448016912378398E-8 evalInputDelta=0.03205202519893646
Fitness changed from 0.0893353521823883 to 0.03572149574756622
Iteration 15 complete. Error: 0.03572149574756622 Total: 22.0804; Orientation: 0.0566; Line Search: 17.4756
Adding measurement 4f6d24b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.044e+03, gradient 3.150e-04, dot -0.430; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.03572149574756622, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 4f6d24b to history. Total: 3
th(0)=0.03572149574756622;dx=-9.261395860954814E-8
New Minimum: 0.03572149574756622 > -0.012610852718353271
END: th(837835.7127901777)=-0.012610852718353271; dx=-1.0904544971696372E-8 evalInputDelta=0.048332348465919495
Fitness changed from 0.03572149574756622 to -0.012610852718353271
Iteration 16 complete. Error: -0.012610852718353271 Total: 13.9440; Orientation: 0.0571; Line Search: 9.5038
Adding measurement 4702c86d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.078e+03, gradient 2.662e-04, dot -0.514; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.012610852718353271, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 4702c86d to history. Total: 3
th(0)=-0.012610852718353271;dx=-6.444464904728993E-8
New Minimum: -0.012610852718353271 > -0.05454006791114807
END: th(1805062.3241827488)=-0.05454006791114807; dx=-1.0437481795247157E-9 evalInputDelta=0.0419292151927948
Fitness changed from -0.012610852718353271 to -0.05454006791114807
Iteration 17 complete. Error: -0.05454006791114807 Total: 13.3070; Orientation: 0.0585; Line Search: 8.7732
Adding measurement 4b338995 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.045e+03, gradient 3.273e-04, dot -0.381; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.05454006791114807, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 4b338995 to history. Total: 3
th(0)=-0.05454006791114807;dx=-1.0063675173992849E-7
Armijo: th(3888888.8888888923)=0.003716573119163513; dx=2.7266813236445666E-8 evalInputDelta=-0.058256641030311584
New Minimum: -0.05454006791114807 > -0.08946941792964935
WOLF (strong): th(1944444.4444444461)=-0.08946941792964935; dx=3.56936192602158E-8 evalInputDelta=0.03492935001850128
New Minimum: -0.08946941792964935 > -0.10880975425243378
END: th(648148.1481481487)=-0.10880975425243378; dx=-4.603191770394235E-8 evalInputDelta=0.054269686341285706
Fitness changed from -0.05454006791114807 to -0.10880975425243378
Iteration 18 complete. Error: -0.10880975425243378 Total: 21.7225; Orientation: 0.0607; Line Search: 17.3392
Adding measurement 46465860 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.107e+03, gradient 2.464e-04, dot -0.524; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.10880975425243378, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 46465860 to history. Total: 3
th(0)=-0.10880975425243378;dx=-5.5330344659190186E-8
New Minimum: -0.10880975425243378 > -0.15198874473571777
END: th(1396392.8546502963)=-0.15198874473571777; dx=-8.200123508054423E-9 evalInputDelta=0.043178990483284
Fitness changed from -0.10880975425243378 to -0.15198874473571777
Iteration 19 complete. Error: -0.15198874473571777 Total: 12.9811; Orientation: 0.0596; Line Search: 8.6569
Adding measurement 6463063a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.088e+03, gradient 2.798e-04, dot -0.440; [d0af4864-beb5-46a2-a4d1-0dd119e2e961 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.15198874473571777, 3.7442844957113266, 4.145972728729248, 4.145978212356567
LBFGS Accumulation History: 3 points
Removed measurement 6463063a to history. Total: 3
th(0)=-0.15198874473571777;dx=-7.177404063125202E-8
Armijo: th(3008437.2069712486)=-0.14178964495658875; dx=1.7028256305753285E-8 evalInputDelta=-0.010199099779129028
New Minimum: -0.15198874473571777 > -0.1823677271604538
WOLF (strong): th(1504218.6034856243)=-0.1823677271604538; dx=1.6283633547816372E-8 evalInputDelta=0.030378982424736023
END: th(501406.20116187475)=-0.18204466998577118; dx=-3.5168187504653724E-8 evalInputDelta=0.030055925250053406
Fitness changed from -0.15198874473571777 to -0.1823677271604538
Iteration 20 complete. Error: -0.1823677271604538 Total: 21.6955; Orientation: 0.0606; Line Search: 17.1066
Final threshold in iteration 21: -0.1823677271604538 (> -Infinity) after 367.846s (< 5400.000s)
