Reset training subject: 7883188278200
Reset training subject: 7892184556200
Adding measurement 37fb16c8 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=7.406820669770241;dx=-1.38281599753111E-5
New Minimum: 7.406820669770241 > 7.406806351616979
WOLFE (weak): th(2.154434690031884)=7.406806351616979; dx=-1.3287618627622775E-5 evalInputDelta=1.4318153262138367E-5
New Minimum: 7.406806351616979 > 7.406792035326362
WOLFE (weak): th(4.308869380063768)=7.406792035326362; dx=-1.3287586809497637E-5 evalInputDelta=2.8634443879127502E-5
New Minimum: 7.406792035326362 > 7.406734911724925
WOLFE (weak): th(12.926608140191302)=7.406734911724925; dx=-1.3287200551987667E-5 evalInputDelta=8.575804531574249E-5
New Minimum: 7.406734911724925 > 7.406477265059948
WOLFE (weak): th(51.70643256076521)=7.406477265059948; dx=-1.3285936786327559E-5 evalInputDelta=3.4340471029281616E-4
New Minimum: 7.406477265059948 > 7.405104134231806
WOLFE (weak): th(258.53216280382605)=7.405104134231806; dx=-1.3270042499576188E-5 evalInputDelta=0.0017165355384349823
New Minimum: 7.405104134231806 > 7.396543368697166
WOLFE (weak): th(1551.1929768229563)=7.396543368697166; dx=-1.3217977342332289E-5 evalInputDelta=0.01027730107307434
New Minimum: 7.396543368697166 > 7.336044047027826
WOLFE (weak): th(10858.350837760694)=7.336044047027826; dx=-1.2743431751902496E-5 evalInputDelta=0.07077662274241447
New Minimum: 7.336044047027826 > 6.945493435487151
END: th(86866.80670208555)=6.945493435487151; dx=-7.836783531027062E-6 evalInputDelta=0.46132723428308964
Fitness changed from 7.406820669770241 to 6.945493435487151
Iteration 1 complete. Error: 6.945493435487151 Total: 106.0999; Orientation: 0.0036; Line Search: 79.7472
Adding measurement 767a28da to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.945493435487151;dx=-7.719802413785982E-6
New Minimum: 6.945493435487151 > 6.4082177970558405
END: th(187148.86177126726)=6.4082177970558405; dx=-4.0164266984903654E-6 evalInputDelta=0.5372756384313107
Fitness changed from 6.945493435487151 to 6.4082177970558405
Iteration 2 complete. Error: 6.4082177970558405 Total: 25.8803; Orientation: 0.0036; Line Search: 17.2194
Adding measurement 484bd570 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.4082177970558405;dx=-6.0168409186475035E-6
New Minimum: 6.4082177970558405 > 5.945148032158613
END: th(403200.00000000006)=5.945148032158613; dx=-5.968316313186456E-7 evalInputDelta=0.4630697648972273
Fitness changed from 6.4082177970558405 to 5.945148032158613
Iteration 3 complete. Error: 5.945148032158613 Total: 26.6307; Orientation: 0.0035; Line Search: 17.7124
Adding measurement 25b8c3aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.470e+03, gradient 2.746e-03, dot -0.473; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.945148032158613, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 25b8c3aa to history. Total: 3
th(0)=5.945148032158613;dx=-7.542637820904192E-6
Armijo: th(868668.0670208557)=6.273439342156053; dx=2.323020840074486E-6 evalInputDelta=-0.3282913099974394
New Minimum: 5.945148032158613 > 5.7339382246136665
WOLF (strong): th(434334.03351042786)=5.7339382246136665; dx=2.20540314792847E-6 evalInputDelta=0.21120980754494667
New Minimum: 5.7339382246136665 > 5.608355371281505
END: th(144778.01117014262)=5.608355371281505; dx=-1.628260266286161E-6 evalInputDelta=0.3367926608771086
Fitness changed from 5.945148032158613 to 5.608355371281505
Iteration 4 complete. Error: 5.608355371281505 Total: 44.1741; Orientation: 0.0565; Line Search: 34.8810
Adding measurement 13b67534 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.787e+03, gradient 1.912e-03, dot -0.603; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.608355371281505, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 13b67534 to history. Total: 3
th(0)=5.608355371281505;dx=-3.655409536623279E-6
New Minimum: 5.608355371281505 > 5.345805294811726
END: th(311914.76961877884)=5.345805294811726; dx=-1.4555566627641365E-7 evalInputDelta=0.262550076469779
Fitness changed from 5.608355371281505 to 5.345805294811726
Iteration 5 complete. Error: 5.345805294811726 Total: 26.7544; Orientation: 0.0572; Line Search: 18.0554
Adding measurement 731eb846 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.037e+03, gradient 2.347e-03, dot -0.474; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.345805294811726, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 731eb846 to history. Total: 3
th(0)=5.345805294811726;dx=-5.5088114341117095E-6
Armijo: th(672000.0000000002)=5.536879254505038; dx=1.8053190146086479E-6 evalInputDelta=-0.19107395969331264
New Minimum: 5.345805294811726 > 5.225032512098551
WOLF (strong): th(336000.0000000001)=5.225032512098551; dx=1.7558215582915753E-6 evalInputDelta=0.12077278271317482
New Minimum: 5.225032512098551 > 5.1444078125059605
END: th(112000.00000000004)=5.1444078125059605; dx=-1.5848451727584208E-6 evalInputDelta=0.20139748230576515
Fitness changed from 5.345805294811726 to 5.1444078125059605
Iteration 6 complete. Error: 5.1444078125059605 Total: 43.8657; Orientation: 0.0573; Line Search: 34.9883
Adding measurement 74555686 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.228e+03, gradient 1.481e-03, dot -0.673; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.1444078125059605, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 74555686 to history. Total: 3
th(0)=5.1444078125059605;dx=-2.1943138216599373E-6
New Minimum: 5.1444078125059605 > 4.965595968067646
END: th(241296.68528357107)=4.965595968067646; dx=-8.420134421853372E-7 evalInputDelta=0.17881184443831444
Fitness changed from 5.1444078125059605 to 4.965595968067646
Iteration 7 complete. Error: 4.965595968067646 Total: 26.7624; Orientation: 0.0566; Line Search: 17.3978
Adding measurement 676f449f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.605e+03, gradient 1.698e-03, dot -0.587; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.965595968067646, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 676f449f to history. Total: 3
th(0)=4.965595968067646;dx=-2.8845276738516277E-6
New Minimum: 4.965595968067646 > 4.9574659168720245
WOLF (strong): th(519857.9493646315)=4.9574659168720245; dx=7.912330613743275E-7 evalInputDelta=0.00813005119562149
New Minimum: 4.9574659168720245 > 4.866218972951174
WOLF (strong): th(259928.97468231575)=4.866218972951174; dx=4.88191649034099E-7 evalInputDelta=0.09937699511647224
END: th(86642.99156077192)=4.875337962061167; dx=-1.1798619122591612E-6 evalInputDelta=0.09025800600647926
Fitness changed from 4.965595968067646 to 4.866218972951174
Iteration 8 complete. Error: 4.866218972951174 Total: 44.1744; Orientation: 0.0572; Line Search: 35.4132
Adding measurement 492f049b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.410e+03, gradient 2.048e-03, dot -0.455; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.866218972951174, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 492f049b to history. Total: 3
th(0)=4.866218972951174;dx=-4.192715689860327E-6
New Minimum: 4.866218972951174 > 4.686996256932616
WOLF (strong): th(186666.66666666677)=4.686996256932616; dx=8.346463552022856E-7 evalInputDelta=0.17922271601855755
END: th(93333.33333333339)=4.715565048158169; dx=-2.1033901796266406E-6 evalInputDelta=0.150653924793005
Fitness changed from 4.866218972951174 to 4.686996256932616
Iteration 9 complete. Error: 4.686996256932616 Total: 35.3664; Orientation: 0.0566; Line Search: 26.4024
Adding measurement 784c3ca5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.835e+03, gradient 1.767e-03, dot -0.515; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.686996256932616, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 784c3ca5 to history. Total: 3
th(0)=4.686996256932616;dx=-3.1229717213261727E-6
New Minimum: 4.686996256932616 > 4.600503629073501
WOLF (strong): th(201080.5710696426)=4.600503629073501; dx=9.76396715585717E-7 evalInputDelta=0.0864926278591156
New Minimum: 4.600503629073501 > 4.588535413146019
END: th(100540.2855348213)=4.588535413146019; dx=-6.693644593332569E-7 evalInputDelta=0.09846084378659725
Fitness changed from 4.686996256932616 to 4.588535413146019
Iteration 10 complete. Error: 4.588535413146019 Total: 35.1997; Orientation: 0.0568; Line Search: 26.2620
Adding measurement 63865777 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.739e+03, gradient 1.242e-03, dot -0.668; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.588535413146019, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 63865777 to history. Total: 3
th(0)=4.588535413146019;dx=-1.542912080531471E-6
New Minimum: 4.588535413146019 > 4.4885580483824015
END: th(216607.47890192983)=4.4885580483824015; dx=-4.0893357596286713E-7 evalInputDelta=0.09997736476361752
Fitness changed from 4.588535413146019 to 4.4885580483824015
Iteration 11 complete. Error: 4.4885580483824015 Total: 26.6833; Orientation: 0.0575; Line Search: 17.7244
Adding measurement 4177e745 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.067e+03, gradient 1.609e-03, dot -0.532; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.4885580483824015, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 4177e745 to history. Total: 3
th(0)=4.4885580483824015;dx=-2.5887639810957556E-6
Armijo: th(466666.66666666704)=4.566097788512707; dx=8.864374194621928E-7 evalInputDelta=-0.07753974013030529
New Minimum: 4.4885580483824015 > 4.453488256782293
WOLF (strong): th(233333.33333333352)=4.453488256782293; dx=9.83379141975739E-7 evalInputDelta=0.03506979160010815
New Minimum: 4.453488256782293 > 4.4193941708654165
END: th(77777.77777777784)=4.4193941708654165; dx=-7.499867409695351E-7 evalInputDelta=0.06916387751698494
Fitness changed from 4.4885580483824015 to 4.4193941708654165
Iteration 12 complete. Error: 4.4193941708654165 Total: 43.3004; Orientation: 0.0590; Line Search: 34.3434
Adding measurement 4a4d898a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.902e+03, gradient 1.085e-03, dot -0.721; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.4193941708654165, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 4a4d898a to history. Total: 3
th(0)=4.4193941708654165;dx=-1.1767194823261016E-6
New Minimum: 4.4193941708654165 > 4.3393301498144865
END: th(167567.14255803553)=4.3393301498144865; dx=-7.63575541789715E-7 evalInputDelta=0.08006402105093002
Fitness changed from 4.4193941708654165 to 4.3393301498144865
Iteration 13 complete. Error: 4.3393301498144865 Total: 26.7133; Orientation: 0.0562; Line Search: 17.4797
Adding measurement 6a4238a8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.115e+03, gradient 1.211e-03, dot -0.650; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.3393301498144865, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 6a4238a8 to history. Total: 3
th(0)=4.3393301498144865;dx=-1.4667139065928902E-6
New Minimum: 4.3393301498144865 > 4.291431972756982
WOLF (strong): th(361012.46483654977)=4.291431972756982; dx=2.5081272487947726E-7 evalInputDelta=0.047898177057504654
New Minimum: 4.291431972756982 > 4.279798831790686
END: th(180506.23241827489)=4.279798831790686; dx=-9.64047441784627E-8 evalInputDelta=0.05953131802380085
Fitness changed from 4.3393301498144865 to 4.279798831790686
Iteration 14 complete. Error: 4.279798831790686 Total: 35.5406; Orientation: 0.0568; Line Search: 26.7605
Adding measurement 696cf44a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.169e+03, gradient 1.571e-03, dot -0.501; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.279798831790686, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 696cf44a to history. Total: 3
th(0)=4.279798831790686;dx=-2.46813315668769E-6
Armijo: th(388888.8888888892)=4.374339539557695; dx=1.348618709344792E-6 evalInputDelta=-0.09454070776700974
New Minimum: 4.279798831790686 > 4.24510133266449
WOLF (strong): th(194444.4444444446)=4.24510133266449; dx=1.1574103213551296E-6 evalInputDelta=0.03469749912619591
New Minimum: 4.24510133266449 > 4.220659336075187
END: th(64814.81481481487)=4.220659336075187; dx=-1.023865387634085E-6 evalInputDelta=0.059139495715498924
Fitness changed from 4.279798831790686 to 4.220659336075187
Iteration 15 complete. Error: 4.220659336075187 Total: 44.2384; Orientation: 0.0604; Line Search: 35.2108
Adding measurement 1a82cf67 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.040e+03, gradient 9.901e-04, dot -0.733; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.220659336075187, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 1a82cf67 to history. Total: 3
th(0)=4.220659336075187;dx=-9.802028274422132E-7
New Minimum: 4.220659336075187 > 4.161724241450429
END: th(139639.28546502962)=4.161724241450429; dx=-7.203675696767081E-7 evalInputDelta=0.05893509462475777
Fitness changed from 4.220659336075187 to 4.161724241450429
Iteration 16 complete. Error: 4.161724241450429 Total: 26.4148; Orientation: 0.0566; Line Search: 17.8530
Adding measurement daef48b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.186e+03, gradient 1.031e-03, dot -0.704; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.161724241450429, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement daef48b to history. Total: 3
th(0)=4.161724241450429;dx=-1.0627526618530972E-6
New Minimum: 4.161724241450429 > 4.082703195512295
END: th(300843.72069712484)=4.082703195512295; dx=-2.1905663995269122E-7 evalInputDelta=0.0790210459381342
Fitness changed from 4.161724241450429 to 4.082703195512295
Iteration 17 complete. Error: 4.082703195512295 Total: 26.2958; Orientation: 0.0569; Line Search: 17.4314
Adding measurement 1fddb511 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.329e+03, gradient 1.561e-03, dot -0.470; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.082703195512295, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 1fddb511 to history. Total: 3
th(0)=4.082703195512295;dx=-2.4375988995064237E-6
Armijo: th(648148.1481481488)=4.347472287714481; dx=1.276397286082857E-6 evalInputDelta=-0.2647690922021866
Armijo: th(324074.0740740744)=4.124830067157745; dx=1.4330476342386338E-6 evalInputDelta=-0.04212687164545059
New Minimum: 4.082703195512295 > 4.007468268275261
END: th(108024.6913580248)=4.007468268275261; dx=-8.206612105071925E-8 evalInputDelta=0.07523492723703384
Fitness changed from 4.082703195512295 to 4.007468268275261
Iteration 18 complete. Error: 4.007468268275261 Total: 43.7000; Orientation: 0.0554; Line Search: 34.5677
Adding measurement 4205c37c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.306e+03, gradient 1.099e-03, dot -0.629; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.007468268275261, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 4205c37c to history. Total: 3
th(0)=4.007468268275261;dx=-1.2080416509517557E-6
New Minimum: 4.007468268275261 > 3.9643319956958294
WOLF (strong): th(232732.14244171607)=3.9643319956958294; dx=1.9295580268103047E-7 evalInputDelta=0.043136272579431534
END: th(116366.07122085804)=3.96496244892478; dx=-2.775382999421858E-7 evalInputDelta=0.04250581935048103
Fitness changed from 4.007468268275261 to 3.9643319956958294
Iteration 19 complete. Error: 3.9643319956958294 Total: 34.6459; Orientation: 0.0579; Line Search: 25.7458
Adding measurement 2a2979a2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.438e+03, gradient 1.618e-03, dot -0.439; [92c59389-ab51-4788-a462-32be2fa43489 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9643319956958294, 6.4082177970558405, 6.945493435487151, 7.406820669770241
LBFGS Accumulation History: 3 points
Removed measurement 2a2979a2 to history. Total: 3
th(0)=3.9643319956958294;dx=-2.6192201569059624E-6
Armijo: th(250703.1005809374)=3.9712791070342064; dx=1.6947749382959213E-6 evalInputDelta=-0.006947111338376999
New Minimum: 3.9643319956958294 > 3.890884231775999
WOLF (strong): th(125351.5502904687)=3.890884231775999; dx=5.122253975139338E-7 evalInputDelta=0.07344776391983032
END: th(41783.8500968229)=3.9176196977496147; dx=-1.80858487364835E-6 evalInputDelta=0.046712297946214676
Fitness changed from 3.9643319956958294 to 3.890884231775999
Iteration 20 complete. Error: 3.890884231775999 Total: 43.4959; Orientation: 0.0578; Line Search: 34.7566
Final threshold in iteration 21: 3.890884231775999 (> -Infinity) after 765.937s (< 5400.000s)
