Reset training subject: 184585112310900
Reset training subject: 184592456297200
Adding measurement 92fa950 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.033950500190258;dx=-1.406979247726994E-6
New Minimum: 10.033950500190258 > 10.033945871051401
WOLFE (weak): th(2.154434690031884)=10.033945871051401; dx=-1.410331326030947E-6 evalInputDelta=4.629138857126236E-6
New Minimum: 10.033945871051401 > 10.033941362518817
WOLFE (weak): th(4.308869380063768)=10.033941362518817; dx=-1.3919270595328373E-6 evalInputDelta=9.137671440839767E-6
New Minimum: 10.033941362518817 > 10.033922934439033
WOLFE (weak): th(12.926608140191302)=10.033922934439033; dx=-1.404422866849178E-6 evalInputDelta=2.756575122475624E-5
New Minimum: 10.033922934439033 > 10.033840487711132
WOLFE (weak): th(51.70643256076521)=10.033840487711132; dx=-1.4311889966242652E-6 evalInputDelta=1.100124791264534E-4
New Minimum: 10.033840487711132 > 10.033400098327547
WOLFE (weak): th(258.53216280382605)=10.033400098327547; dx=-1.4020896439271522E-6 evalInputDelta=5.504018627107143E-4
New Minimum: 10.033400098327547 > 10.030627569649369
WOLFE (weak): th(1551.1929768229563)=10.030627569649369; dx=-1.4398201299056928E-6 evalInputDelta=0.0033229305408895016
New Minimum: 10.030627569649369 > 10.009661230724305
WOLFE (weak): th(10858.350837760694)=10.009661230724305; dx=-1.5443418242153334E-6 evalInputDelta=0.02428926946595311
New Minimum: 10.009661230724305 > 9.809033625293523
WOLFE (weak): th(86866.80670208555)=9.809033625293523; dx=-1.6460342878482946E-6 evalInputDelta=0.22491687489673495
New Minimum: 9.809033625293523 > 8.904072442092001
END: th(781801.26031877)=8.904072442092001; dx=-4.896640322548768E-7 evalInputDelta=1.1298780580982566
Fitness changed from 10.033950500190258 to 8.904072442092001
Iteration 1 complete. Error: 8.904072442092001 Total: 92.3117; Orientation: 0.0226; Line Search: 70.6367
Adding measurement 37aa752a to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.904072442092001;dx=-3.659991179134533E-6
New Minimum: 8.904072442092001 > 6.8451511934399605
END: th(1684339.7559414052)=6.8451511934399605; dx=-6.53500569195585E-7 evalInputDelta=2.058921248652041
Fitness changed from 8.904072442092001 to 6.8451511934399605
Iteration 2 complete. Error: 6.8451511934399605 Total: 21.1750; Orientation: 0.0025; Line Search: 14.0461
Adding measurement 2523c97a to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.8451511934399605;dx=-2.1383480162776087E-6
New Minimum: 6.8451511934399605 > 3.6709213592112064
END: th(3628800.0)=3.6709213592112064; dx=-6.534580294230109E-8 evalInputDelta=3.174229834228754
Fitness changed from 6.8451511934399605 to 3.6709213592112064
Iteration 3 complete. Error: 3.6709213592112064 Total: 21.0496; Orientation: 0.0026; Line Search: 13.9882
Adding measurement 7ba73d86 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.286e+03, gradient 1.147e-03, dot -0.190; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6709213592112064, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 7ba73d86 to history. Total: 3
th(0)=3.6709213592112064;dx=-1.2581112016449194E-6
New Minimum: 3.6709213592112064 > 3.475191928446293
WOLF (strong): th(7818012.6031877)=3.475191928446293; dx=1.443749542369025E-7 evalInputDelta=0.19572943076491356
New Minimum: 3.475191928446293 > 2.5014403238892555
WOLF (strong): th(3909006.30159385)=2.5014403238892555; dx=7.015081619448183E-8 evalInputDelta=1.169481035321951
END: th(1303002.1005312833)=2.59916253387928; dx=-3.8251437872145375E-7 evalInputDelta=1.0717588253319263
Fitness changed from 3.6709213592112064 to 2.5014403238892555
Iteration 4 complete. Error: 2.5014403238892555 Total: 36.6930; Orientation: 0.0769; Line Search: 29.4976
Adding measurement 3c012884 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.643e+02, gradient 6.441e-04, dot -0.345; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5014403238892555, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 3c012884 to history. Total: 3
th(0)=2.5014403238892555;dx=-3.922188280275522E-7
New Minimum: 2.5014403238892555 > 1.752836711704731
END: th(2807232.9265690087)=1.752836711704731; dx=-1.0142038240090457E-7 evalInputDelta=0.7486036121845245
Fitness changed from 2.5014403238892555 to 1.752836711704731
Iteration 5 complete. Error: 1.752836711704731 Total: 21.0222; Orientation: 0.0318; Line Search: 14.0438
Adding measurement 694330ff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.312e+03, gradient 3.928e-04, dot -0.175; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.752836711704731, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 694330ff to history. Total: 3
th(0)=1.752836711704731;dx=-1.4531910730932666E-7
New Minimum: 1.752836711704731 > 1.4098334237933159
WOLF (strong): th(6048000.0)=1.4098334237933159; dx=6.550179016925116E-9 evalInputDelta=0.3430032879114151
END: th(3024000.0)=1.442182656377554; dx=-5.158325433280732E-8 evalInputDelta=0.31065405532717705
Fitness changed from 1.752836711704731 to 1.4098334237933159
Iteration 6 complete. Error: 1.4098334237933159 Total: 27.9178; Orientation: 0.0286; Line Search: 20.8432
Adding measurement 67ee5b18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.194e+03, gradient 4.176e-04, dot -0.163; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4098334237933159, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 67ee5b18 to history. Total: 3
th(0)=1.4098334237933159;dx=-1.643343238107847E-7
New Minimum: 1.4098334237933159 > 1.3220089115202427
WOLF (strong): th(6515010.502656417)=1.3220089115202427; dx=4.6687221292398984E-8 evalInputDelta=0.0878245122730732
New Minimum: 1.3220089115202427 > 1.1637913398444653
WOLF (strong): th(3257505.2513282085)=1.1637913398444653; dx=2.464664579440706E-9 evalInputDelta=0.24604208394885063
END: th(1085835.0837760696)=1.2540076039731503; dx=-1.0698664523574638E-7 evalInputDelta=0.15582581982016563
Fitness changed from 1.4098334237933159 to 1.1637913398444653
Iteration 7 complete. Error: 1.1637913398444653 Total: 35.4715; Orientation: 0.0282; Line Search: 28.4251
Adding measurement 465f49f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.468e+02, gradient 2.936e-04, dot -0.173; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1637913398444653, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 465f49f2 to history. Total: 3
th(0)=1.1637913398444653;dx=-8.212940087555877E-8
New Minimum: 1.1637913398444653 > 1.0310371778905392
END: th(2339360.772140841)=1.0310371778905392; dx=-2.0958264275821833E-8 evalInputDelta=0.1327541619539261
Fitness changed from 1.1637913398444653 to 1.0310371778905392
Iteration 8 complete. Error: 1.0310371778905392 Total: 21.5958; Orientation: 0.0274; Line Search: 14.5672
Adding measurement 3096c963 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.936e+02, gradient 2.369e-04, dot -0.195; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0310371778905392, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 3096c963 to history. Total: 3
th(0)=1.0310371778905392;dx=-5.125553292205868E-8
New Minimum: 1.0310371778905392 > 0.9562372155487537
WOLF (strong): th(5040000.000000001)=0.9562372155487537; dx=4.187388604998933E-9 evalInputDelta=0.07479996234178543
END: th(2520000.0000000005)=0.9575305767357349; dx=-1.4831242066323987E-8 evalInputDelta=0.07350660115480423
Fitness changed from 1.0310371778905392 to 0.9562372155487537
Iteration 9 complete. Error: 0.9562372155487537 Total: 28.2844; Orientation: 0.0278; Line Search: 21.2244
Adding measurement 4fc428a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.995e+02, gradient 2.884e-04, dot -0.168; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9562372155487537, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 4fc428a6 to history. Total: 3
th(0)=0.9562372155487537;dx=-7.684668580735525E-8
New Minimum: 0.9562372155487537 > 0.9384942762553692
WOLF (strong): th(5429175.418880348)=0.9384942762553692; dx=3.008522796028722E-8 evalInputDelta=0.017742939293384552
New Minimum: 0.9384942762553692 > 0.8631685189902782
WOLF (strong): th(2714587.709440174)=0.8631685189902782; dx=1.1248958868902721E-8 evalInputDelta=0.0930686965584755
END: th(904862.5698133913)=0.8937054239213467; dx=-5.239902581292027E-8 evalInputDelta=0.06253179162740707
Fitness changed from 0.9562372155487537 to 0.8631685189902782
Iteration 10 complete. Error: 0.8631685189902782 Total: 35.2458; Orientation: 0.0290; Line Search: 28.1613
Adding measurement 1f08f410 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.205e+02, gradient 2.276e-04, dot -0.175; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8631685189902782, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 1f08f410 to history. Total: 3
th(0)=0.8631685189902782;dx=-4.8975598780572134E-8
New Minimum: 0.8631685189902782 > 0.8095727637410164
END: th(1949467.3101173674)=0.8095727637410164; dx=-2.8499882091103417E-9 evalInputDelta=0.053595755249261856
Fitness changed from 0.8631685189902782 to 0.8095727637410164
Iteration 11 complete. Error: 0.8095727637410164 Total: 21.4341; Orientation: 0.0285; Line Search: 14.1369
Adding measurement 27e8d673 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.188e+02, gradient 1.824e-04, dot -0.186; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8095727637410164, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 27e8d673 to history. Total: 3
th(0)=0.8095727637410164;dx=-2.9007780520037704E-8
New Minimum: 0.8095727637410164 > 0.7829459048807621
WOLF (strong): th(4200000.000000001)=0.7829459048807621; dx=4.440481698862633E-9 evalInputDelta=0.026626858860254288
New Minimum: 0.7829459048807621 > 0.7778569534420967
END: th(2100000.0000000005)=0.7778569534420967; dx=-3.9660188288127504E-9 evalInputDelta=0.03171581029891968
Fitness changed from 0.8095727637410164 to 0.7778569534420967
Iteration 12 complete. Error: 0.7778569534420967 Total: 28.1709; Orientation: 0.0282; Line Search: 21.0889
Adding measurement 1d277932 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.437e+02, gradient 1.842e-04, dot -0.186; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7778569534420967, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 1d277932 to history. Total: 3
th(0)=0.7778569534420967;dx=-2.98573421787831E-8
New Minimum: 0.7778569534420967 > 0.7652869336307049
WOLF (strong): th(4524312.849066957)=0.7652869336307049; dx=7.743902587555639E-9 evalInputDelta=0.01257001981139183
New Minimum: 0.7652869336307049 > 0.7496824637055397
WOLF (strong): th(2262156.4245334785)=0.7496824637055397; dx=5.944546721478279E-10 evalInputDelta=0.028174489736557007
END: th(754052.1415111595)=0.7604199461638927; dx=-1.760811008187951E-8 evalInputDelta=0.017437007278203964
Fitness changed from 0.7778569534420967 to 0.7496824637055397
Iteration 13 complete. Error: 0.7496824637055397 Total: 35.9880; Orientation: 0.0266; Line Search: 28.1669
Adding measurement a88c4f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.592e+02, gradient 1.877e-04, dot -0.180; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7496824637055397, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement a88c4f2 to history. Total: 3
th(0)=0.7496824637055397;dx=-2.8440716990142593E-8
New Minimum: 0.7496824637055397 > 0.724277175962925
END: th(1624556.0917644731)=0.724277175962925; dx=-4.541484082543281E-9 evalInputDelta=0.025405287742614746
Fitness changed from 0.7496824637055397 to 0.724277175962925
Iteration 14 complete. Error: 0.724277175962925 Total: 21.1166; Orientation: 0.0270; Line Search: 14.1226
Adding measurement 65afa71d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.784e+02, gradient 1.497e-04, dot -0.185; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.724277175962925, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 65afa71d to history. Total: 3
th(0)=0.724277175962925;dx=-1.7403175906293834E-8
New Minimum: 0.724277175962925 > 0.7083469592034817
WOLF (strong): th(3500000.0000000014)=0.7083469592034817; dx=8.362170846039992E-10 evalInputDelta=0.015930216759443283
New Minimum: 0.7083469592034817 > 0.7079410180449486
END: th(1750000.0000000007)=0.7079410180449486; dx=-5.731214895485734E-9 evalInputDelta=0.01633615791797638
Fitness changed from 0.724277175962925 to 0.7079410180449486
Iteration 15 complete. Error: 0.7079410180449486 Total: 28.1291; Orientation: 0.0278; Line Search: 21.0605
Adding measurement 176ae1d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.509e+02, gradient 1.477e-04, dot -0.183; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7079410180449486, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 176ae1d8 to history. Total: 3
th(0)=0.7079410180449486;dx=-1.7427864118431586E-8
New Minimum: 0.7079410180449486 > 0.705913782119751
WOLF (strong): th(3770260.7075557983)=0.705913782119751; dx=2.17953019194579E-9 evalInputDelta=0.0020272359251976013
New Minimum: 0.705913782119751 > 0.6961511895060539
END: th(1885130.3537778992)=0.6961511895060539; dx=-2.08221983286338E-9 evalInputDelta=0.011789828538894653
Fitness changed from 0.7079410180449486 to 0.6961511895060539
Iteration 16 complete. Error: 0.6961511895060539 Total: 28.0777; Orientation: 0.0268; Line Search: 20.9858
Adding measurement 3f8bac42 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.734e+02, gradient 1.624e-04, dot -0.202; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6961511895060539, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 3f8bac42 to history. Total: 3
th(0)=0.6961511895060539;dx=-2.2046531140671028E-8
Armijo: th(4061390.229411184)=0.6999418549239635; dx=6.8706552138043615E-9 evalInputDelta=-0.003790665417909622
New Minimum: 0.6961511895060539 > 0.6829668469727039
WOLF (strong): th(2030695.114705592)=0.6829668469727039; dx=1.893888366840242E-9 evalInputDelta=0.01318434253334999
END: th(676898.3715685307)=0.6861150115728378; dx=-1.0976525433392609E-8 evalInputDelta=0.010036177933216095
Fitness changed from 0.6961511895060539 to 0.6829668469727039
Iteration 17 complete. Error: 0.6829668469727039 Total: 36.4191; Orientation: 0.0264; Line Search: 29.3970
Adding measurement 505c099d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.520e+02, gradient 1.691e-04, dot -0.210; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6829668469727039, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 505c099d to history. Total: 3
th(0)=0.6829668469727039;dx=-2.3713540921325203E-8
New Minimum: 0.6829668469727039 > 0.6706644371151924
END: th(1458333.3333333344)=0.6706644371151924; dx=-5.931927609519227E-10 evalInputDelta=0.01230240985751152
Fitness changed from 0.6829668469727039 to 0.6706644371151924
Iteration 18 complete. Error: 0.6706644371151924 Total: 21.0398; Orientation: 0.0280; Line Search: 13.8744
Adding measurement 7e1582fa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.227e+02, gradient 1.419e-04, dot -0.183; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6706644371151924, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 7e1582fa to history. Total: 3
th(0)=0.6706644371151924;dx=-1.5073981002502132E-8
New Minimum: 0.6706644371151924 > 0.667785570025444
WOLF (strong): th(3141883.922963166)=0.667785570025444; dx=3.721331635200219E-9 evalInputDelta=0.0028788670897483826
New Minimum: 0.667785570025444 > 0.6611877679824829
END: th(1570941.961481583)=0.6611877679824829; dx=-2.373678878718779E-9 evalInputDelta=0.009476669132709503
Fitness changed from 0.6706644371151924 to 0.6611877679824829
Iteration 19 complete. Error: 0.6611877679824829 Total: 28.3440; Orientation: 0.0278; Line Search: 21.2976
Adding measurement 3f1c431f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.114e+02, gradient 1.368e-04, dot -0.181; [4ca43a1e-eb7e-457e-a1b0-726671988949 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6611877679824829, 6.8451511934399605, 8.904072442092001, 10.033950500190258
LBFGS Accumulation History: 3 points
Removed measurement 3f1c431f to history. Total: 3
th(0)=0.6611877679824829;dx=-1.5469079374100942E-8
Armijo: th(3384491.857842654)=0.6620887815952301; dx=4.726902620516459E-9 evalInputDelta=-9.010136127471924E-4
New Minimum: 0.6611877679824829 > 0.6528049558401108
END: th(1692245.928921327)=0.6528049558401108; dx=-5.7737967788624E-10 evalInputDelta=0.008382812142372131
Fitness changed from 0.6611877679824829 to 0.6528049558401108
Iteration 20 complete. Error: 0.6528049558401108 Total: 28.0660; Orientation: 0.0280; Line Search: 21.0498
Final threshold in iteration 21: 0.6528049558401108 (> -Infinity) after 617.553s (< 5400.000s)
