Reset training subject: 99429553122100
Reset training subject: 99466015883700
Adding measurement 30e8d678 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.2914271205663681;dx=-3.3499198823680185E-7
New Minimum: 0.2914271205663681 > 0.2914268672466278
WOLFE (weak): th(2.154434690031884)=0.2914268672466278; dx=-3.1336616475929877E-7 evalInputDelta=2.5331974029541016E-7
New Minimum: 0.2914268672466278 > 0.2914258763194084
WOLFE (weak): th(4.308869380063768)=0.2914258763194084; dx=-3.133668019474303E-7 evalInputDelta=1.2442469596862793E-6
New Minimum: 0.2914258763194084 > 0.2914228215813637
WOLFE (weak): th(12.926608140191302)=0.2914228215813637; dx=-3.1336693190183523E-7 evalInputDelta=4.298985004425049E-6
New Minimum: 0.2914228215813637 > 0.2914108410477638
WOLFE (weak): th(51.70643256076521)=0.2914108410477638; dx=-3.133654963752891E-7 evalInputDelta=1.6279518604278564E-5
New Minimum: 0.2914108410477638 > 0.29134611785411835
WOLFE (weak): th(258.53216280382605)=0.29134611785411835; dx=-3.133603563191802E-7 evalInputDelta=8.100271224975586E-5
New Minimum: 0.29134611785411835 > 0.2909408509731293
WOLFE (weak): th(1551.1929768229563)=0.2909408509731293; dx=-3.1332391762150097E-7 evalInputDelta=4.8626959323883057E-4
New Minimum: 0.2909408509731293 > 0.288024865090847
WOLFE (weak): th(10858.350837760694)=0.288024865090847; dx=-3.132205971681919E-7 evalInputDelta=0.0034022554755210876
New Minimum: 0.288024865090847 > 0.26424380391836166
WOLFE (weak): th(86866.80670208555)=0.26424380391836166; dx=-3.1245019790012523E-7 evalInputDelta=0.02718331664800644
New Minimum: 0.26424380391836166 > 0.05430099368095398
END: th(781801.26031877)=0.05430099368095398; dx=-2.880927853833056E-7 evalInputDelta=0.23712612688541412
Fitness changed from 0.2914271205663681 to 0.05430099368095398
Iteration 1 complete. Error: 0.05430099368095398 Total: 437.2525; Orientation: 0.0463; Line Search: 334.7635
Adding measurement 55fe87e1 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.05430099368095398;dx=-2.9855852790624616E-7
New Minimum: 0.05430099368095398 > -0.408350333571434
END: th(1684339.7559414052)=-0.408350333571434; dx=-2.4841797514434417E-7 evalInputDelta=0.462651327252388
Fitness changed from 0.05430099368095398 to -0.408350333571434
Iteration 2 complete. Error: -0.408350333571434 Total: 103.5140; Orientation: 0.0458; Line Search: 69.3718
Adding measurement 41937604 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.408350333571434;dx=-2.705544912995658E-7
New Minimum: -0.408350333571434 > -1.2121514827013016
END: th(3628800.0)=-1.2121514827013016; dx=-1.7866590292403042E-7 evalInputDelta=0.8038011491298676
Fitness changed from -0.408350333571434 to -1.2121514827013016
Iteration 3 complete. Error: -1.2121514827013016 Total: 105.0391; Orientation: 0.0459; Line Search: 68.2821
Adding measurement 6ac75317 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.172e+04, gradient 4.453e-04, dot -0.770; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2121514827013016, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 6ac75317 to history. Total: 3
th(0)=-1.2121514827013016;dx=-1.9830872258567903E-7
New Minimum: -1.2121514827013016 > -2.2086005359888077
END: th(7818012.6031877)=-2.2086005359888077; dx=-7.323257362502008E-8 evalInputDelta=0.9964490532875061
Fitness changed from -1.2121514827013016 to -2.2086005359888077
Iteration 4 complete. Error: -2.2086005359888077 Total: 103.8476; Orientation: 0.7387; Line Search: 68.4589
Adding measurement 68b2ad76 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.000e+04, gradient 3.231e-04, dot -0.468; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2086005359888077, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 68b2ad76 to history. Total: 3
th(0)=-2.2086005359888077;dx=-1.0439862564299622E-7
New Minimum: -2.2086005359888077 > -2.906465407460928
END: th(1.684339755941405E7)=-2.906465407460928; dx=-8.820907379738727E-9 evalInputDelta=0.6978648714721203
Fitness changed from -2.2086005359888077 to -2.906465407460928
Iteration 5 complete. Error: -2.906465407460928 Total: 103.8892; Orientation: 0.7380; Line Search: 68.5213
Adding measurement 17a411f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.049e+04, gradient 3.643e-04, dot -0.333; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.906465407460928, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 17a411f6 to history. Total: 3
th(0)=-2.906465407460928;dx=-1.3273252799430557E-7
Armijo: th(3.6288E7)=-1.4808424934744835; dx=7.060346235443122E-8 evalInputDelta=-1.4256229139864445
Armijo: th(1.8144E7)=-2.6950666308403015; dx=5.865174764759452E-8 evalInputDelta=-0.21139877662062645
New Minimum: -2.906465407460928 > -3.1736537143588066
WOLF (strong): th(6048000.0)=-3.1736537143588066; dx=1.0536428554419053E-8 evalInputDelta=0.26718830689787865
END: th(1512000.0)=-3.067779064178467; dx=-7.99326588425373E-8 evalInputDelta=0.16131365671753883
Fitness changed from -2.906465407460928 to -3.1736537143588066
Iteration 6 complete. Error: -3.1736537143588066 Total: 203.1289; Orientation: 0.7295; Line Search: 167.5575
Adding measurement 2a3cd138 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.270e+03, gradient 2.326e-04, dot -0.217; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1736537143588066, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 2a3cd138 to history. Total: 3
th(0)=-3.1736537143588066;dx=-5.4084939245919924E-8
New Minimum: -3.1736537143588066 > -3.278234299272299
END: th(3257505.2513282085)=-3.278234299272299; dx=-1.1947870844248238E-8 evalInputDelta=0.1045805849134922
Fitness changed from -3.1736537143588066 to -3.278234299272299
Iteration 7 complete. Error: -3.278234299272299 Total: 103.2763; Orientation: 0.7303; Line Search: 68.0690
Adding measurement 285fb4b8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.195e+03, gradient 1.419e-04, dot -0.494; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.278234299272299, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 285fb4b8 to history. Total: 3
th(0)=-3.278234299272299;dx=-2.013824989308209E-8
New Minimum: -3.278234299272299 > -3.3860936760902405
END: th(7018082.316422523)=-3.3860936760902405; dx=-1.1456217334146368E-8 evalInputDelta=0.10785937681794167
Fitness changed from -3.278234299272299 to -3.3860936760902405
Iteration 8 complete. Error: -3.3860936760902405 Total: 104.9184; Orientation: 0.7708; Line Search: 70.1274
Adding measurement 60ded4b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.504e+03, gradient 1.314e-04, dot -0.411; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3860936760902405, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 60ded4b to history. Total: 3
th(0)=-3.3860936760902405;dx=-1.7275672991431885E-8
New Minimum: -3.3860936760902405 > -3.46743293851614
WOLF (strong): th(1.5120000000000004E7)=-3.46743293851614; dx=3.2825060177106913E-9 evalInputDelta=0.0813392624258995
END: th(7560000.000000002)=-3.46562173217535; dx=-4.5288436855053995E-9 evalInputDelta=0.07952805608510971
Fitness changed from -3.3860936760902405 to -3.46743293851614
Iteration 9 complete. Error: -3.46743293851614 Total: 131.0339; Orientation: 0.7200; Line Search: 97.8971
Adding measurement bab225d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.111e+03, gradient 2.402e-04, dot -0.289; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.46743293851614, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement bab225d to history. Total: 3
th(0)=-3.46743293851614;dx=-5.7687011551652944E-8
Armijo: th(1.6287526256641045E7)=-3.2826461978256702; dx=3.7387936431106454E-8 evalInputDelta=-0.18478674069046974
New Minimum: -3.46743293851614 > -3.539391927421093
WOLF (strong): th(8143763.128320523)=-3.539391927421093; dx=2.2415714521774292E-8 evalInputDelta=0.071958988904953
New Minimum: -3.539391927421093 > -3.571149602532387
END: th(2714587.709440174)=-3.571149602532387; dx=-1.9386760710794037E-8 evalInputDelta=0.1037166640162468
Fitness changed from -3.46743293851614 to -3.571149602532387
Iteration 10 complete. Error: -3.571149602532387 Total: 167.7966; Orientation: 0.8316; Line Search: 134.0798
Adding measurement 5d3d6f74 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.720e+03, gradient 1.055e-04, dot -0.494; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.571149602532387, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 5d3d6f74 to history. Total: 3
th(0)=-3.571149602532387;dx=-1.1135005952954475E-8
New Minimum: -3.571149602532387 > -3.617865614593029
END: th(5848401.930352103)=-3.617865614593029; dx=-4.9946782775031915E-9 evalInputDelta=0.04671601206064224
Fitness changed from -3.571149602532387 to -3.617865614593029
Iteration 11 complete. Error: -3.617865614593029 Total: 99.3625; Orientation: 0.8294; Line Search: 66.1084
Adding measurement 1dcdb17a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.447e+03, gradient 8.945e-05, dot -0.451; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.617865614593029, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 1dcdb17a to history. Total: 3
th(0)=-3.617865614593029;dx=-8.002094099693298E-9
New Minimum: -3.617865614593029 > -3.683750469237566
END: th(1.2600000000000004E7)=-3.683750469237566; dx=-2.677461453707664E-9 evalInputDelta=0.06588485464453697
Fitness changed from -3.617865614593029 to -3.683750469237566
Iteration 12 complete. Error: -3.683750469237566 Total: 100.1249; Orientation: 0.7261; Line Search: 64.6133
Adding measurement b851d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.326e+03, gradient 1.149e-04, dot -0.411; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.683750469237566, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement b851d5 to history. Total: 3
th(0)=-3.683750469237566;dx=-1.3209110758024513E-8
Armijo: th(2.7145877094401743E7)=-3.440303798764944; dx=2.1397024963905624E-8 evalInputDelta=-0.24344667047262192
Armijo: th(1.3572938547200872E7)=-3.6767647340893745; dx=1.1583651958655865E-8 evalInputDelta=-0.006985735148191452
New Minimum: -3.683750469237566 > -3.7205043099820614
END: th(4524312.849066957)=-3.7205043099820614; dx=-3.226793749178264E-9 evalInputDelta=0.03675384074449539
Fitness changed from -3.683750469237566 to -3.7205043099820614
Iteration 13 complete. Error: -3.7205043099820614 Total: 170.0577; Orientation: 0.7241; Line Search: 134.2357
Adding measurement 1d38e92d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.125e+03, gradient 7.305e-05, dot -0.490; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7205043099820614, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 1d38e92d to history. Total: 3
th(0)=-3.7205043099820614;dx=-5.3357997085769725E-9
New Minimum: -3.7205043099820614 > -3.7648628428578377
END: th(9747336.550586838)=-3.7648628428578377; dx=-3.779034441699021E-9 evalInputDelta=0.04435853287577629
Fitness changed from -3.7205043099820614 to -3.7648628428578377
Iteration 14 complete. Error: -3.7648628428578377 Total: 100.4690; Orientation: 0.7183; Line Search: 65.3696
Adding measurement 4eb2bc6e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.477e+03, gradient 7.348e-05, dot -0.516; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7648628428578377, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 4eb2bc6e to history. Total: 3
th(0)=-3.7648628428578377;dx=-5.3988228651575486E-9
New Minimum: -3.7648628428578377 > -3.8040703050792217
WOLF (strong): th(2.1000000000000007E7)=-3.8040703050792217; dx=1.2280670643719345E-9 evalInputDelta=0.03920746222138405
END: th(1.0500000000000004E7)=-3.8019580505788326; dx=-1.7599069241128143E-9 evalInputDelta=0.03709520772099495
Fitness changed from -3.7648628428578377 to -3.8040703050792217
Iteration 15 complete. Error: -3.8040703050792217 Total: 131.2858; Orientation: 0.7240; Line Search: 97.3001
Adding measurement 8bc8201 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.219e+02, gradient 1.700e-04, dot -0.218; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8040703050792217, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 8bc8201 to history. Total: 3
th(0)=-3.8040703050792217;dx=-2.8896370756783097E-8
Armijo: th(2.262156424533479E7)=-3.246481664478779; dx=4.636087851476922E-8 evalInputDelta=-0.5575886406004429
Armijo: th(1.1310782122667395E7)=-3.7179891113191843; dx=3.2573175915605124E-8 evalInputDelta=-0.08608119376003742
New Minimum: -3.8040703050792217 > -3.857212606817484
END: th(3770260.7075557983)=-3.857212606817484; dx=-5.571074432557172E-10 evalInputDelta=0.053142301738262177
Fitness changed from -3.8040703050792217 to -3.857212606817484
Iteration 16 complete. Error: -3.857212606817484 Total: 165.9803; Orientation: 0.7155; Line Search: 132.8153
Adding measurement 2376603d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.758e+03, gradient 6.065e-05, dot -0.496; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.857212606817484, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 2376603d to history. Total: 3
th(0)=-3.857212606817484;dx=-3.6789294455505273E-9
New Minimum: -3.857212606817484 > -3.88229276239872
END: th(8122780.458822368)=-3.88229276239872; dx=-2.566774753347295E-9 evalInputDelta=0.025080155581235886
Fitness changed from -3.857212606817484 to -3.88229276239872
Iteration 17 complete. Error: -3.88229276239872 Total: 99.9231; Orientation: 0.7237; Line Search: 67.2940
Adding measurement ce238af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.331e+03, gradient 5.760e-05, dot -0.459; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.88229276239872, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement ce238af to history. Total: 3
th(0)=-3.88229276239872;dx=-3.3182074136418025E-9
New Minimum: -3.88229276239872 > -3.9174667838960886
END: th(1.750000000000001E7)=-3.9174667838960886; dx=-7.921844782175046E-10 evalInputDelta=0.03517402149736881
Fitness changed from -3.88229276239872 to -3.9174667838960886
Iteration 18 complete. Error: -3.9174667838960886 Total: 100.5967; Orientation: 0.8199; Line Search: 66.3892
Adding measurement 1d941e02 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.042e+03, gradient 9.268e-05, dot -0.345; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9174667838960886, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 1d941e02 to history. Total: 3
th(0)=-3.9174667838960886;dx=-8.58885028980541E-9
Armijo: th(3.770260707555799E7)=-3.4878621511161327; dx=2.1419532970810625E-8 evalInputDelta=-0.42960463277995586
Armijo: th(1.8851303537778996E7)=-3.835433319211006; dx=1.3864567629241169E-8 evalInputDelta=-0.08203346468508244
New Minimum: -3.9174667838960886 > -3.939296118915081
WOLF (strong): th(6283767.845926332)=-3.939296118915081; dx=1.2746574996723178E-9 evalInputDelta=0.021829335018992424
END: th(1570941.961481583)=-3.9288764111697674; dx=-5.943839588661839E-9 evalInputDelta=0.01140962727367878
Fitness changed from -3.9174667838960886 to -3.939296118915081
Iteration 19 complete. Error: -3.939296118915081 Total: 202.7462; Orientation: 0.7600; Line Search: 167.1792
Adding measurement 42e1d3a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.834e+03, gradient 6.638e-05, dot -0.334; [b51197db-3200-4269-827b-eca290d63b02 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.939296118915081, -0.408350333571434, 0.05430099368095398, 0.2914271205663681
LBFGS Accumulation History: 3 points
Removed measurement 42e1d3a9 to history. Total: 3
th(0)=-3.939296118915081;dx=-4.4067701968799745E-9
New Minimum: -3.939296118915081 > -3.9507638700306416
END: th(3384491.857842654)=-3.9507638700306416; dx=-2.3849501079887016E-9 evalInputDelta=0.011467751115560532
Fitness changed from -3.939296118915081 to -3.9507638700306416
Iteration 20 complete. Error: -3.9507638700306416 Total: 97.5367; Orientation: 0.7204; Line Search: 64.4817
Final threshold in iteration 21: -3.9507638700306416 (> -Infinity) after 2831.780s (< 5400.000s)
