Reset training subject: 10523596193300
Reset training subject: 10537357418209
Adding measurement 77d9aae1 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=7.203805927187204;dx=-1.9630920169353164E-6
New Minimum: 7.203805927187204 > 7.203793376684189
WOLFE (weak): th(2.154434690031884)=7.203793376684189; dx=-2.020133129888061E-6 evalInputDelta=1.2550503015518188E-5
New Minimum: 7.203793376684189 > 7.203780807554722
WOLFE (weak): th(4.308869380063768)=7.203780807554722; dx=-2.110322613515612E-6 evalInputDelta=2.5119632482528687E-5
New Minimum: 7.203780807554722 > 7.203730136156082
WOLFE (weak): th(12.926608140191302)=7.203730136156082; dx=-1.950084237425529E-6 evalInputDelta=7.579103112220764E-5
New Minimum: 7.203730136156082 > 7.203502506017685
END: th(51.70643256076521)=7.203502506017685; dx=-1.5387473203624724E-6 evalInputDelta=3.0342116951942444E-4
Fitness changed from 7.203805927187204 to 7.203502506017685
Iteration 1 complete. Error: 7.203502506017685 Total: 108.4725; Orientation: 0.0108; Line Search: 67.5994
Adding measurement 2cfdb80e to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.203502506017685;dx=-1.8042264291524046E-6
New Minimum: 7.203502506017685 > 7.202844347804785
WOLFE (weak): th(111.39813200670669)=7.202844347804785; dx=-1.8977407643275848E-6 evalInputDelta=6.581582129001617E-4
New Minimum: 7.202844347804785 > 7.202186942100525
WOLFE (weak): th(222.79626401341338)=7.202186942100525; dx=-1.888977695772994E-6 evalInputDelta=0.0013155639171600342
New Minimum: 7.202186942100525 > 7.199557118117809
WOLFE (weak): th(668.3887920402401)=7.199557118117809; dx=-1.909737317226561E-6 evalInputDelta=0.003945387899875641
New Minimum: 7.199557118117809 > 7.187761478126049
END: th(2673.5551681609604)=7.187761478126049; dx=-1.536181035282012E-6 evalInputDelta=0.015741027891635895
Fitness changed from 7.203502506017685 to 7.187761478126049
Iteration 2 complete. Error: 7.187761478126049 Total: 80.9684; Orientation: 0.0099; Line Search: 67.4165
Adding measurement 4324ed2c to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.187761478126049;dx=-1.4211997799524002E-6
New Minimum: 7.187761478126049 > 7.1542647406458855
WOLFE (weak): th(5760.0)=7.1542647406458855; dx=-1.4900899159742597E-6 evalInputDelta=0.033496737480163574
New Minimum: 7.1542647406458855 > 7.121221613138914
WOLFE (weak): th(11520.0)=7.121221613138914; dx=-1.3477725887694635E-6 evalInputDelta=0.06653986498713493
New Minimum: 7.121221613138914 > 6.993169639259577
WOLFE (weak): th(34560.0)=6.993169639259577; dx=-1.4370667515035663E-6 evalInputDelta=0.19459183886647224
New Minimum: 6.993169639259577 > 6.499386623501778
END: th(138240.0)=6.499386623501778; dx=-1.1098530924113995E-6 evalInputDelta=0.6883748546242714
Fitness changed from 7.187761478126049 to 6.499386623501778
Iteration 3 complete. Error: 6.499386623501778 Total: 81.2883; Orientation: 0.0102; Line Search: 67.6214
Adding measurement 4cd2f387 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.521e+03, gradient 1.194e-03, dot -0.790; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.499386623501778, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 4cd2f387 to history. Total: 3
th(0)=6.499386623501778;dx=-1.1117452875288513E-6
New Minimum: 6.499386623501778 > 5.766619063913822
END: th(297829.0515500076)=5.766619063913822; dx=-6.748510813922459E-7 evalInputDelta=0.7327675595879555
Fitness changed from 6.499386623501778 to 5.766619063913822
Iteration 4 complete. Error: 5.766619063913822 Total: 40.8743; Orientation: 0.3519; Line Search: 26.9647
Adding measurement 43891590 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.869e+02, gradient 8.576e-04, dot -0.594; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.766619063913822, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 43891590 to history. Total: 3
th(0)=5.766619063913822;dx=-4.79204756036511E-7
New Minimum: 5.766619063913822 > 5.12639632448554
END: th(641653.2403586305)=5.12639632448554; dx=-2.67997988455966E-7 evalInputDelta=0.6402227394282818
Fitness changed from 5.766619063913822 to 5.12639632448554
Iteration 5 complete. Error: 5.12639632448554 Total: 40.9672; Orientation: 0.2597; Line Search: 26.9719
Adding measurement 3b7073c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.944e+02, gradient 7.616e-04, dot -0.325; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.12639632448554, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 3b7073c5 to history. Total: 3
th(0)=5.12639632448554;dx=-3.354197500266308E-7
New Minimum: 5.12639632448554 > 4.899771615862846
END: th(1382400.0)=4.899771615862846; dx=-1.225503064381755E-8 evalInputDelta=0.22662470862269402
Fitness changed from 5.12639632448554 to 4.899771615862846
Iteration 6 complete. Error: 4.899771615862846 Total: 41.0175; Orientation: 0.2734; Line Search: 27.0101
Adding measurement e81ca2b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.544e+02, gradient 8.884e-04, dot -0.095; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.899771615862846, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement e81ca2b to history. Total: 3
th(0)=4.899771615862846;dx=-4.050211141017873E-7
Armijo: th(2978290.515500076)=7.416683852672577; dx=2.11556156093523E-7 evalInputDelta=-2.5169122368097305
Armijo: th(1489145.257750038)=5.268558040261269; dx=1.287714432296674E-7 evalInputDelta=-0.36878642439842224
New Minimum: 4.899771615862846 > 4.380949031561613
END: th(496381.75258334604)=4.380949031561613; dx=-1.5423459749312225E-7 evalInputDelta=0.5188225843012333
Fitness changed from 4.899771615862846 to 4.380949031561613
Iteration 7 complete. Error: 4.380949031561613 Total: 68.0288; Orientation: 0.2502; Line Search: 54.1402
Adding measurement 40f6c02e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.578e+02, gradient 7.356e-04, dot -0.277; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.380949031561613, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 40f6c02e to history. Total: 3
th(0)=4.380949031561613;dx=-3.8839422052733593E-7
New Minimum: 4.380949031561613 > 4.340661320835352
END: th(1069422.0672643844)=4.340661320835352; dx=-3.1732787655888837E-9 evalInputDelta=0.04028771072626114
Fitness changed from 4.380949031561613 to 4.340661320835352
Iteration 8 complete. Error: 4.340661320835352 Total: 41.0581; Orientation: 0.2418; Line Search: 27.0956
Adding measurement 551cf24f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.019e+02, gradient 8.976e-04, dot -0.188; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.340661320835352, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 551cf24f to history. Total: 3
th(0)=4.340661320835352;dx=-5.669788793250733E-7
Armijo: th(2304000.0000000005)=6.463988691568375; dx=2.433034635300679E-7 evalInputDelta=-2.1233273707330227
Armijo: th(1152000.0000000002)=4.662388525903225; dx=2.061076976718329E-7 evalInputDelta=-0.321727205067873
New Minimum: 4.340661320835352 > 3.9283439591526985
END: th(384000.00000000006)=3.9283439591526985; dx=-2.0597799464974643E-7 evalInputDelta=0.4123173616826534
Fitness changed from 4.340661320835352 to 3.9283439591526985
Iteration 9 complete. Error: 3.9283439591526985 Total: 68.0162; Orientation: 0.3037; Line Search: 54.1265
Adding measurement 2443f3f5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.625e+02, gradient 6.888e-04, dot -0.374; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9283439591526985, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 2443f3f5 to history. Total: 3
th(0)=3.9283439591526985;dx=-3.5800857626720224E-7
Armijo: th(827302.9209722435)=3.940993294119835; dx=-7.729680914267174E-11 evalInputDelta=-0.012649334967136383
New Minimum: 3.9283439591526985 > 3.793646551668644
END: th(413651.46048612177)=3.793646551668644; dx=-6.86120278911428E-8 evalInputDelta=0.13469740748405457
Fitness changed from 3.9283439591526985 to 3.793646551668644
Iteration 10 complete. Error: 3.793646551668644 Total: 54.5386; Orientation: 0.2427; Line Search: 40.5604
Adding measurement 535c0bff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.986e+02, gradient 6.533e-04, dot -0.378; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.793646551668644, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 535c0bff to history. Total: 3
th(0)=3.793646551668644;dx=-2.339708026459557E-7
Armijo: th(891185.0560536538)=3.922005519270897; dx=-3.170755367469776E-8 evalInputDelta=-0.12835896760225296
New Minimum: 3.793646551668644 > 3.7473340407013893
END: th(445592.5280268269)=3.7473340407013893; dx=-9.380203518796017E-8 evalInputDelta=0.04631251096725464
Fitness changed from 3.793646551668644 to 3.7473340407013893
Iteration 11 complete. Error: 3.7473340407013893 Total: 54.5499; Orientation: 0.2444; Line Search: 40.6582
Adding measurement 43edd26d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.510e+03, gradient 6.779e-04, dot -0.430; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7473340407013893, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 43edd26d to history. Total: 3
th(0)=3.7473340407013893;dx=-3.008262755110466E-7
Armijo: th(960000.0000000003)=3.9936250671744347; dx=-1.753502423228934E-8 evalInputDelta=-0.24629102647304535
New Minimum: 3.7473340407013893 > 3.724940702319145
END: th(480000.0000000002)=3.724940702319145; dx=-7.70643076929093E-8 evalInputDelta=0.02239333838224411
Fitness changed from 3.7473340407013893 to 3.724940702319145
Iteration 12 complete. Error: 3.724940702319145 Total: 54.4477; Orientation: 0.3038; Line Search: 40.4983
Adding measurement 51279a1c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.009e+03, gradient 7.660e-04, dot -0.275; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.724940702319145, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 51279a1c to history. Total: 3
th(0)=3.724940702319145;dx=-3.197465386168677E-7
Armijo: th(1034128.6512153046)=4.097063951194286; dx=5.040752387690461E-8 evalInputDelta=-0.37212324887514114
New Minimum: 3.724940702319145 > 3.7092060074210167
WOLF (strong): th(517064.3256076523)=3.7092060074210167; dx=3.117832508455304E-8 evalInputDelta=0.01573469489812851
New Minimum: 3.7092060074210167 > 3.5918661057949066
END: th(172354.77520255078)=3.5918661057949066; dx=-1.4707821773401682E-7 evalInputDelta=0.1330745965242386
Fitness changed from 3.724940702319145 to 3.5918661057949066
Iteration 13 complete. Error: 3.5918661057949066 Total: 68.1830; Orientation: 0.2442; Line Search: 54.2589
Adding measurement 56ffbe45 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.687e+03, gradient 5.963e-04, dot -0.470; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5918661057949066, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 56ffbe45 to history. Total: 3
th(0)=3.5918661057949066;dx=-2.464346597746925E-7
New Minimum: 3.5918661057949066 > 3.5751731395721436
END: th(371327.1066890225)=3.5751731395721436; dx=-1.258133126741929E-7 evalInputDelta=0.01669296622276306
Fitness changed from 3.5918661057949066 to 3.5751731395721436
Iteration 14 complete. Error: 3.5751731395721436 Total: 40.9727; Orientation: 0.2816; Line Search: 27.0888
Adding measurement 5c72f44c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.099e+03, gradient 6.357e-04, dot -0.472; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5751731395721436, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 5c72f44c to history. Total: 3
th(0)=3.5751731395721436;dx=-2.504794903362144E-7
Armijo: th(800000.0000000005)=3.704612284898758; dx=-5.250025550392702E-8 evalInputDelta=-0.12943914532661438
New Minimum: 3.5751731395721436 > 3.5632092729210854
END: th(400000.00000000023)=3.5632092729210854; dx=-1.3225264653044573E-7 evalInputDelta=0.011963866651058197
Fitness changed from 3.5751731395721436 to 3.5632092729210854
Iteration 15 complete. Error: 3.5632092729210854 Total: 54.4850; Orientation: 0.2944; Line Search: 40.6152
Adding measurement 480af31b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.000e+03, gradient 6.410e-04, dot -0.437; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5632092729210854, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 480af31b to history. Total: 3
th(0)=3.5632092729210854;dx=-2.1183459377128348E-7
Armijo: th(861773.876012754)=3.7597854658961296; dx=-7.305781769613153E-8 evalInputDelta=-0.19657619297504425
New Minimum: 3.5632092729210854 > 3.5581779181957245
END: th(430886.938006377)=3.5581779181957245; dx=-8.971078593343977E-8 evalInputDelta=0.00503135472536087
Fitness changed from 3.5632092729210854 to 3.5581779181957245
Iteration 16 complete. Error: 3.5581779181957245 Total: 54.6156; Orientation: 0.2422; Line Search: 40.7542
Adding measurement 3b0c4f0c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.509e+03, gradient 7.254e-04, dot -0.308; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5581779181957245, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 3b0c4f0c to history. Total: 3
th(0)=3.5581779181957245;dx=-2.3480657552780816E-7
Armijo: th(928317.7667225564)=3.811463363468647; dx=3.7702480603766914E-8 evalInputDelta=-0.2532854452729225
New Minimum: 3.5581779181957245 > 3.542459025979042
END: th(464158.8833612782)=3.542459025979042; dx=-3.6536091233877976E-9 evalInputDelta=0.015718892216682434
Fitness changed from 3.5581779181957245 to 3.542459025979042
Iteration 17 complete. Error: 3.542459025979042 Total: 54.6517; Orientation: 0.3505; Line Search: 40.6171
Adding measurement 7965b515 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.195e+03, gradient 7.005e-04, dot -0.380; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.542459025979042, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 7965b515 to history. Total: 3
th(0)=3.542459025979042;dx=-3.568687191074065E-7
Armijo: th(1000000.0000000007)=3.954999417066574; dx=1.6449646063883858E-8 evalInputDelta=-0.41254039108753204
New Minimum: 3.542459025979042 > 3.5417985543608665
WOLF (strong): th(500000.00000000035)=3.5417985543608665; dx=3.8786553947941724E-8 evalInputDelta=6.604716181755066E-4
New Minimum: 3.5417985543608665 > 3.428019914776087
END: th(166666.66666666677)=3.428019914776087; dx=-2.2891781246646093E-7 evalInputDelta=0.11443911120295525
Fitness changed from 3.542459025979042 to 3.428019914776087
Iteration 18 complete. Error: 3.428019914776087 Total: 68.2002; Orientation: 0.2478; Line Search: 54.2835
Adding measurement 246f7e70 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.938e+03, gradient 6.092e-04, dot -0.399; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.428019914776087, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 246f7e70 to history. Total: 3
th(0)=3.428019914776087;dx=-1.4707756722834047E-7
New Minimum: 3.428019914776087 > 3.427855670452118
END: th(359072.44833864755)=3.427855670452118; dx=-1.2552940953315093E-7 evalInputDelta=1.6424432396888733E-4
Fitness changed from 3.428019914776087 to 3.427855670452118
Iteration 19 complete. Error: 3.427855670452118 Total: 41.1367; Orientation: 0.2874; Line Search: 27.2289
Adding measurement 9822a34 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.660e+03, gradient 6.565e-04, dot -0.425; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.427855670452118, 7.187761478126049, 7.203502506017685, 7.203805927187204
LBFGS Accumulation History: 3 points
Removed measurement 9822a34 to history. Total: 3
th(0)=3.427855670452118;dx=-2.2264328262582464E-7
Armijo: th(773598.1389354637)=3.5910870879888535; dx=-3.866460746043463E-8 evalInputDelta=-0.16323141753673553
New Minimum: 3.427855670452118 > 3.414437983185053
END: th(386799.06946773187)=3.414437983185053; dx=-2.4797490786717115E-8 evalInputDelta=0.013417687267065048
Fitness changed from 3.427855670452118 to 3.414437983185053
Iteration 20 complete. Error: 3.414437983185053 Total: 54.4485; Orientation: 0.2416; Line Search: 40.5735
Final threshold in iteration 21: 3.414437983185053 (> -Infinity) after 1170.921s (< 5400.000s)
