Reset training subject: 4115702002104
Reset training subject: 4128222010934
Adding measurement 77b20132 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=7.556528154760599;dx=-2.190303312791552E-5
New Minimum: 7.556528154760599 > 7.556505490094423
WOLFE (weak): th(2.154434690031884)=7.556505490094423; dx=-2.1147609938156615E-5 evalInputDelta=2.2664666175842285E-5
New Minimum: 7.556505490094423 > 7.556482696905732
WOLFE (weak): th(4.308869380063768)=7.556482696905732; dx=-2.1145500597287122E-5 evalInputDelta=4.5457854866981506E-5
New Minimum: 7.556482696905732 > 7.556391753256321
WOLFE (weak): th(12.926608140191302)=7.556391753256321; dx=-2.1144017699615803E-5 evalInputDelta=1.3640150427818298E-4
New Minimum: 7.556391753256321 > 7.555981803685427
WOLFE (weak): th(51.70643256076521)=7.555981803685427; dx=-2.1137521993874795E-5 evalInputDelta=5.463510751724243E-4
New Minimum: 7.555981803685427 > 7.553797906264663
WOLFE (weak): th(258.53216280382605)=7.553797906264663; dx=-2.1099951161350463E-5 evalInputDelta=0.0027302484959363937
New Minimum: 7.553797906264663 > 7.540227511897683
WOLFE (weak): th(1551.1929768229563)=7.540227511897683; dx=-2.0893417921992902E-5 evalInputDelta=0.016300642862915993
New Minimum: 7.540227511897683 > 7.446854647248983
END: th(10858.350837760694)=7.446854647248983; dx=-1.924924813605682E-5 evalInputDelta=0.10967350751161575
Fitness changed from 7.556528154760599 to 7.446854647248983
Iteration 1 complete. Error: 7.446854647248983 Total: 134.6561; Orientation: 0.0066; Line Search: 97.5225
Adding measurement 55b6d2d2 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.446854647248983;dx=-1.7808641537328594E-5
New Minimum: 7.446854647248983 > 7.254830179736018
END: th(23393.607721408407)=7.254830179736018; dx=-1.5022698733758532E-5 evalInputDelta=0.1920244675129652
Fitness changed from 7.446854647248983 to 7.254830179736018
Iteration 2 complete. Error: 7.254830179736018 Total: 36.7216; Orientation: 0.0061; Line Search: 24.4258
Adding measurement 56984b8f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.254830179736018;dx=-1.3790374776119491E-5
New Minimum: 7.254830179736018 > 6.9476589020341635
END: th(50400.00000000001)=6.9476589020341635; dx=-1.0475982543718404E-5 evalInputDelta=0.3071712777018547
Fitness changed from 7.254830179736018 to 6.9476589020341635
Iteration 3 complete. Error: 6.9476589020341635 Total: 37.5356; Orientation: 0.0064; Line Search: 25.3125
Adding measurement 723b029d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.618e+02, gradient 3.129e-03, dot -0.933; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.9476589020341635, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 723b029d to history. Total: 3
th(0)=6.9476589020341635;dx=-9.789616297753086E-6
New Minimum: 6.9476589020341635 > 6.513300145044923
END: th(108583.50837760697)=6.513300145044923; dx=-6.20787119663048E-6 evalInputDelta=0.43435875698924065
Fitness changed from 6.9476589020341635 to 6.513300145044923
Iteration 4 complete. Error: 6.513300145044923 Total: 36.9232; Orientation: 0.2607; Line Search: 24.3497
Adding measurement 77477fb5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.402e+02, gradient 2.608e-03, dot -0.799; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.513300145044923, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 77477fb5 to history. Total: 3
th(0)=6.513300145044923;dx=-6.802344084823917E-6
New Minimum: 6.513300145044923 > 6.04745439440012
END: th(233936.07721408413)=6.04745439440012; dx=-2.1483802948070114E-6 evalInputDelta=0.46584575064480305
Fitness changed from 6.513300145044923 to 6.04745439440012
Iteration 5 complete. Error: 6.04745439440012 Total: 36.6270; Orientation: 0.1883; Line Search: 24.2580
Adding measurement 1be7ae6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.274e+02, gradient 3.233e-03, dot -0.486; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.04745439440012, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 1be7ae6 to history. Total: 3
th(0)=6.04745439440012;dx=-1.0449939450928164E-5
Armijo: th(504000.0000000002)=6.2069257609546185; dx=1.1559204494614074E-6 evalInputDelta=-0.15947136655449867
New Minimum: 6.04745439440012 > 6.0087303183972836
WOLF (strong): th(252000.0000000001)=6.0087303183972836; dx=2.3191681792607486E-6 evalInputDelta=0.03872407600283623
New Minimum: 6.0087303183972836 > 5.817648991942406
END: th(84000.00000000003)=5.817648991942406; dx=-6.035436996512129E-7 evalInputDelta=0.22980540245771408
Fitness changed from 6.04745439440012 to 5.817648991942406
Iteration 6 complete. Error: 5.817648991942406 Total: 61.1403; Orientation: 0.1615; Line Search: 48.7715
Adding measurement 51621beb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.836e+02, gradient 2.440e-03, dot -0.577; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.817648991942406, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 51621beb to history. Total: 3
th(0)=5.817648991942406;dx=-5.954742703414641E-6
New Minimum: 5.817648991942406 > 5.659497966989875
WOLF (strong): th(180972.5139626783)=5.659497966989875; dx=1.2477831142310832E-6 evalInputDelta=0.15815102495253086
New Minimum: 5.659497966989875 > 5.651517463847995
END: th(90486.25698133915)=5.651517463847995; dx=-1.2373499906375675E-6 evalInputDelta=0.1661315280944109
Fitness changed from 5.817648991942406 to 5.651517463847995
Iteration 7 complete. Error: 5.651517463847995 Total: 49.9093; Orientation: 0.1580; Line Search: 37.4784
Adding measurement 3989642b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.144e+03, gradient 2.269e-03, dot -0.621; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.651517463847995, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 3989642b to history. Total: 3
th(0)=5.651517463847995;dx=-5.149209384360721E-6
New Minimum: 5.651517463847995 > 5.565195742994547
WOLF (strong): th(194946.7310117368)=5.565195742994547; dx=1.2770228372175824E-6 evalInputDelta=0.08632172085344791
New Minimum: 5.565195742994547 > 5.529486831277609
END: th(97473.3655058684)=5.529486831277609; dx=-1.7661357570941226E-7 evalInputDelta=0.12203063257038593
Fitness changed from 5.651517463847995 to 5.529486831277609
Iteration 8 complete. Error: 5.529486831277609 Total: 49.1455; Orientation: 0.2509; Line Search: 36.7170
Adding measurement 691d3b3a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.203e+03, gradient 2.504e-03, dot -0.532; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.529486831277609, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 691d3b3a to history. Total: 3
th(0)=5.529486831277609;dx=-6.2709952581544E-6
Armijo: th(210000.0000000001)=5.56815355271101; dx=2.7202657765549374E-6 evalInputDelta=-0.03866672143340111
New Minimum: 5.529486831277609 > 5.434356011450291
WOLF (strong): th(105000.00000000004)=5.434356011450291; dx=1.7937312123685686E-6 evalInputDelta=0.09513081982731819
END: th(35000.000000000015)=5.441110175102949; dx=-3.379869824975456E-6 evalInputDelta=0.08837665617465973
Fitness changed from 5.529486831277609 to 5.434356011450291
Iteration 9 complete. Error: 5.434356011450291 Total: 61.5299; Orientation: 0.4199; Line Search: 48.8448
Adding measurement 197b31e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.189e+03, gradient 2.799e-03, dot -0.458; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.434356011450291, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 197b31e8 to history. Total: 3
th(0)=5.434356011450291;dx=-7.835204171652631E-6
New Minimum: 5.434356011450291 > 5.289180163294077
WOLF (strong): th(75405.21415111597)=5.289180163294077; dx=1.0905803020060272E-6 evalInputDelta=0.14517584815621376
END: th(37702.607075557986)=5.31678718701005; dx=-4.296413456285185E-6 evalInputDelta=0.11756882444024086
Fitness changed from 5.434356011450291 to 5.289180163294077
Iteration 10 complete. Error: 5.289180163294077 Total: 49.9943; Orientation: 0.1603; Line Search: 37.5479
Adding measurement 360f483e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.295e+03, gradient 2.110e-03, dot -0.564; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.289180163294077, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 360f483e to history. Total: 3
th(0)=5.289180163294077;dx=-4.453623649472362E-6
New Minimum: 5.289180163294077 > 5.206867726519704
WOLF (strong): th(81227.80458822368)=5.206867726519704; dx=1.2492010193142176E-7 evalInputDelta=0.08231243677437305
END: th(40613.90229411184)=5.222748801112175; dx=-1.8492905756936529E-6 evalInputDelta=0.06643136218190193
Fitness changed from 5.289180163294077 to 5.206867726519704
Iteration 11 complete. Error: 5.206867726519704 Total: 48.8207; Orientation: 0.2531; Line Search: 36.3853
Adding measurement 72baefa4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.305e+03, gradient 2.092e-03, dot -0.552; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.206867726519704, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 72baefa4 to history. Total: 3
th(0)=5.206867726519704;dx=-4.377800240476522E-6
New Minimum: 5.206867726519704 > 5.125168897211552
WOLF (strong): th(87500.00000000006)=5.125168897211552; dx=6.288675953717624E-7 evalInputDelta=0.0816988293081522
END: th(43750.00000000003)=5.133759703487158; dx=-1.9036063729191592E-6 evalInputDelta=0.07310802303254604
Fitness changed from 5.206867726519704 to 5.125168897211552
Iteration 12 complete. Error: 5.125168897211552 Total: 48.8728; Orientation: 0.1533; Line Search: 36.4515
Adding measurement 145ba062 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.347e+03, gradient 2.177e-03, dot -0.508; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.125168897211552, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 145ba062 to history. Total: 3
th(0)=5.125168897211552;dx=-4.739363629204839E-6
New Minimum: 5.125168897211552 > 5.0563707035034895
WOLF (strong): th(94256.51768889498)=5.0563707035034895; dx=1.3638433642342984E-6 evalInputDelta=0.06879819370806217
New Minimum: 5.0563707035034895 > 5.049256183207035
END: th(47128.25884444749)=5.049256183207035; dx=-1.1943670552474524E-6 evalInputDelta=0.0759127140045166
Fitness changed from 5.125168897211552 to 5.049256183207035
Iteration 13 complete. Error: 5.049256183207035 Total: 49.1640; Orientation: 0.1540; Line Search: 36.7630
Adding measurement d8732cc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.350e+03, gradient 1.448e-03, dot -0.722; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.049256183207035, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement d8732cc to history. Total: 3
th(0)=5.049256183207035;dx=-2.0971605770245767E-6
New Minimum: 5.049256183207035 > 4.9693563263863325
END: th(101534.75573527961)=4.9693563263863325; dx=-1.1732835258143198E-6 evalInputDelta=0.07989985682070255
Fitness changed from 5.049256183207035 to 4.9693563263863325
Iteration 14 complete. Error: 4.9693563263863325 Total: 37.7783; Orientation: 0.2215; Line Search: 25.1711
Adding measurement 711588e5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.402e+03, gradient 1.716e-03, dot -0.598; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.9693563263863325, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 711588e5 to history. Total: 3
th(0)=4.9693563263863325;dx=-2.9434248436044402E-6
New Minimum: 4.9693563263863325 > 4.934627369046211
WOLF (strong): th(218750.00000000017)=4.934627369046211; dx=3.32195538123606E-7 evalInputDelta=0.03472895734012127
New Minimum: 4.934627369046211 > 4.918569702655077
WOLF (strong): th(109375.00000000009)=4.918569702655077; dx=1.6312324571827921E-7 evalInputDelta=0.05078662373125553
END: th(36458.333333333365)=4.927871549502015; dx=-1.2415875670659263E-6 evalInputDelta=0.0414847768843174
Fitness changed from 4.9693563263863325 to 4.918569702655077
Iteration 15 complete. Error: 4.918569702655077 Total: 61.1535; Orientation: 0.3702; Line Search: 48.5854
Adding measurement 1fdfe407 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.382e+03, gradient 2.071e-03, dot -0.481; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.918569702655077, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 1fdfe407 to history. Total: 3
th(0)=4.918569702655077;dx=-4.287100490398118E-6
New Minimum: 4.918569702655077 > 4.830134619027376
WOLF (strong): th(78547.09807407917)=4.830134619027376; dx=6.605345733403155E-7 evalInputDelta=0.0884350836277008
END: th(39273.549037039586)=4.849007952958345; dx=-2.5970239078213296E-6 evalInputDelta=0.06956174969673157
Fitness changed from 4.918569702655077 to 4.830134619027376
Iteration 16 complete. Error: 4.830134619027376 Total: 49.4654; Orientation: 0.2513; Line Search: 36.8438
Adding measurement 73acf8fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.415e+03, gradient 1.818e-03, dot -0.524; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.830134619027376, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 73acf8fc to history. Total: 3
th(0)=4.830134619027376;dx=-3.304809793863377E-6
New Minimum: 4.830134619027376 > 4.786746356636286
WOLF (strong): th(84612.29644606636)=4.786746356636286; dx=7.661323924838605E-7 evalInputDelta=0.04338826239109039
New Minimum: 4.786746356636286 > 4.785268796607852
END: th(42306.14822303318)=4.785268796607852; dx=-7.840528151536115E-7 evalInputDelta=0.04486582241952419
Fitness changed from 4.830134619027376 to 4.785268796607852
Iteration 17 complete. Error: 4.785268796607852 Total: 49.2586; Orientation: 0.2413; Line Search: 36.7371
Adding measurement 2b584706 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.414e+03, gradient 1.390e-03, dot -0.660; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.785268796607852, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 2b584706 to history. Total: 3
th(0)=4.785268796607852;dx=-1.932558623193443E-6
New Minimum: 4.785268796607852 > 4.735202915966511
END: th(91145.83333333343)=4.735202915966511; dx=-5.157609248173655E-7 evalInputDelta=0.05006588064134121
Fitness changed from 4.785268796607852 to 4.735202915966511
Iteration 18 complete. Error: 4.735202915966511 Total: 37.7267; Orientation: 0.1694; Line Search: 24.3573
Adding measurement 4b5fdd8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.481e+03, gradient 1.720e-03, dot -0.536; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.735202915966511, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 4b5fdd8 to history. Total: 3
th(0)=4.735202915966511;dx=-2.9568104374942605E-6
Armijo: th(196367.74518519794)=4.746541963890195; dx=1.0024517373787013E-6 evalInputDelta=-0.01133904792368412
New Minimum: 4.735202915966511 > 4.699484001845121
WOLF (strong): th(98183.87259259897)=4.699484001845121; dx=8.002620702563846E-7 evalInputDelta=0.03571891412138939
New Minimum: 4.699484001845121 > 4.696842713281512
END: th(32727.957530866322)=4.696842713281512; dx=-1.480165763057451E-6 evalInputDelta=0.03836020268499851
Fitness changed from 4.735202915966511 to 4.696842713281512
Iteration 19 complete. Error: 4.696842713281512 Total: 61.0845; Orientation: 0.1815; Line Search: 48.6596
Adding measurement 60d1fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.464e+03, gradient 1.210e-03, dot -0.729; [2d013d0b-585e-45c0-9861-0345523e459f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.696842713281512, 7.254830179736018, 7.446854647248983, 7.556528154760599
LBFGS Accumulation History: 3 points
Removed measurement 60d1fe to history. Total: 3
th(0)=4.696842713281512;dx=-1.4635392469695231E-6
New Minimum: 4.696842713281512 > 4.6524986531585455
END: th(70510.24703838864)=4.6524986531585455; dx=-1.0686919493795552E-6 evalInputDelta=0.044344060122966766
Fitness changed from 4.696842713281512 to 4.6524986531585455
Iteration 20 complete. Error: 4.6524986531585455 Total: 36.5816; Orientation: 0.1581; Line Search: 24.2751
Final threshold in iteration 21: 4.6524986531585455 (> -Infinity) after 1034.090s (< 5400.000s)
