Reset training subject: 3002951405562
Reset training subject: 3003430035373
Adding measurement 34a805c0 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-4.054976245866999;dx=-2.3813151188160735E-4
New Minimum: -4.054976245866999 > -4.054993265565109
WOLFE (weak): th(2.154434690031884)=-4.054993265565109; dx=-2.3810776387559645E-4 evalInputDelta=1.701969811040982E-5
New Minimum: -4.054993265565109 > -4.055010111522486
WOLFE (weak): th(4.308869380063768)=-4.055010111522486; dx=-2.3812017354731883E-4 evalInputDelta=3.386565548701981E-5
New Minimum: -4.055010111522486 > -4.055076973652876
WOLFE (weak): th(12.926608140191302)=-4.055076973652876; dx=-2.3796020273474282E-4 evalInputDelta=1.0072778587755238E-4
New Minimum: -4.055076973652876 > -4.055377926424528
WOLFE (weak): th(51.70643256076521)=-4.055377926424528; dx=-2.3814500565182785E-4 evalInputDelta=4.016805575295379E-4
New Minimum: -4.055377926424528 > -4.05702122434504
WOLFE (weak): th(258.53216280382605)=-4.05702122434504; dx=-2.3774144829651411E-4 evalInputDelta=0.002044978478041415
New Minimum: -4.05702122434504 > -4.067652632269336
WOLFE (weak): th(1551.1929768229563)=-4.067652632269336; dx=-2.3535835701873182E-4 evalInputDelta=0.012676386402337592
New Minimum: -4.067652632269336 > -4.14124561800471
END: th(10858.350837760694)=-4.14124561800471; dx=-2.072537926307146E-4 evalInputDelta=0.08626937213771146
Fitness changed from -4.054976245866999 to -4.14124561800471
Iteration 1 complete. Error: -4.14124561800471 Total: 6.2703; Orientation: 0.0163; Line Search: 4.8166
Iteration 1
Adding measurement 13e5ebca to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-4.14124561800471;dx=-2.3183918852419855E-4
New Minimum: -4.14124561800471 > -4.313439496653318
END: th(23393.607721408407)=-4.313439496653318; dx=-1.8280024342994937E-4 evalInputDelta=0.17219387864860813
Fitness changed from -4.14124561800471 to -4.313439496653318
Iteration 2 complete. Error: -4.313439496653318 Total: 1.5362; Orientation: 0.0161; Line Search: 1.0178
Iteration 2
Adding measurement 7d7e4afe to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-4.313439496653318;dx=-2.446127923011159E-4
New Minimum: -4.313439496653318 > -4.754069815996515
END: th(50400.00000000001)=-4.754069815996515; dx=-1.3781607993003324E-4 evalInputDelta=0.44063031934319685
Fitness changed from -4.313439496653318 to -4.754069815996515
Iteration 3 complete. Error: -4.754069815996515 Total: 1.5458; Orientation: 0.0164; Line Search: 1.0301
Iteration 3
Adding measurement 48a7449e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.808e+04, gradient 1.630e-02, dot -0.489; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.754069815996515, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 48a7449e to history. Total: 3
th(0)=-4.754069815996515;dx=-2.6560855431150357E-4
New Minimum: -4.754069815996515 > -5.745269286460255
END: th(108583.50837760697)=-5.745269286460255; dx=-8.606131870706921E-5 evalInputDelta=0.9911994704637399
Fitness changed from -4.754069815996515 to -5.745269286460255
Iteration 4 complete. Error: -5.745269286460255 Total: 1.9522; Orientation: 0.4285; Line Search: 1.0266
Iteration 4
Adding measurement 29c374af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.354e+04, gradient 1.633e-02, dot -0.268; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.745269286460255, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 29c374af to history. Total: 3
th(0)=-5.745269286460255;dx=-2.666630200219054E-4
New Minimum: -5.745269286460255 > -6.291334816421232
END: th(233936.07721408413)=-6.291334816421232; dx=-3.350958279109908E-5 evalInputDelta=0.5460655299609769
Fitness changed from -5.745269286460255 to -6.291334816421232
Iteration 5 complete. Error: -6.291334816421232 Total: 2.1073; Orientation: 0.4272; Line Search: 1.1837
Iteration 5
Adding measurement 713d497b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.902e+03, gradient 1.410e-02, dot -0.138; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.291334816421232, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 713d497b to history. Total: 3
th(0)=-6.291334816421232;dx=-1.987867869301982E-4
New Minimum: -6.291334816421232 > -6.859837542532646
END: th(504000.0000000002)=-6.859837542532646; dx=-1.0878158903285522E-5 evalInputDelta=0.5685027261114142
Fitness changed from -6.291334816421232 to -6.859837542532646
Iteration 6 complete. Error: -6.859837542532646 Total: 2.0431; Orientation: 0.4905; Line Search: 1.0602
Adding measurement 7a19be69 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.107e+03, gradient 1.082e-02, dot -0.089; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.859837542532646, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 7a19be69 to history. Total: 3
th(0)=-6.859837542532646;dx=-1.1701040053209231E-4
Armijo: th(1085835.0837760698)=-6.463562724726249; dx=-4.263895505258188E-6 evalInputDelta=-0.39627481780639684
New Minimum: -6.859837542532646 > -7.176210482003285
END: th(542917.5418880349)=-7.176210482003285; dx=-1.5416595425649808E-5 evalInputDelta=0.3163729394706385
Fitness changed from -6.859837542532646 to -7.176210482003285
Iteration 7 complete. Error: -7.176210482003285 Total: 2.4590; Orientation: 0.4595; Line Search: 1.5450
Adding measurement 3b0205a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.490e+03, gradient 9.366e-03, dot -0.111; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.176210482003285, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 3b0205a0 to history. Total: 3
th(0)=-7.176210482003285;dx=-8.765552978499415E-5
Armijo: th(1169680.3860704207)=-7.050421623011091; dx=-5.024629565930644E-6 evalInputDelta=-0.12578885899219383
New Minimum: -7.176210482003285 > -7.697584788489391
END: th(584840.1930352104)=-7.697584788489391; dx=-1.5623957586804707E-5 evalInputDelta=0.5213743064861065
Fitness changed from -7.176210482003285 to -7.697584788489391
Iteration 8 complete. Error: -7.697584788489391 Total: 2.4423; Orientation: 0.4391; Line Search: 1.5509
Adding measurement 6a94b563 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.365e+03, gradient 8.622e-03, dot -0.122; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.697584788489391, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 6a94b563 to history. Total: 3
th(0)=-7.697584788489391;dx=-7.423543529325855E-5
Armijo: th(1260000.0000000005)=-7.108210336283961; dx=-4.968025007401469E-6 evalInputDelta=-0.5893744522054298
Armijo: th(630000.0000000002)=-7.6220756007683015; dx=-1.5211123600030558E-5 evalInputDelta=-0.07550918772108961
New Minimum: -7.697584788489391 > -8.092094760376373
END: th(210000.0000000001)=-8.092094760376373; dx=-4.107184421817346E-5 evalInputDelta=0.3945099718869818
Fitness changed from -7.697584788489391 to -8.092094760376373
Iteration 9 complete. Error: -8.092094760376373 Total: 2.9721; Orientation: 0.4217; Line Search: 2.0801
Adding measurement 29a1a7c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.350e+04, gradient 8.522e-03, dot -0.168; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.092094760376373, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 29a1a7c0 to history. Total: 3
th(0)=-8.092094760376373;dx=-7.255993606621158E-5
New Minimum: -8.092094760376373 > -8.243912297191834
END: th(452431.2849066958)=-8.243912297191834; dx=-2.2173203445362735E-5 evalInputDelta=0.15181753681546084
Fitness changed from -8.092094760376373 to -8.243912297191834
Iteration 10 complete. Error: -8.243912297191834 Total: 1.9527; Orientation: 0.4214; Line Search: 1.0587
Iteration 10
Adding measurement 725ae516 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.622e+04, gradient 8.246e-03, dot -0.174; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.243912297191834, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 725ae516 to history. Total: 3
th(0)=-8.243912297191834;dx=-6.792783433048618E-5
Armijo: th(974733.6550586841)=-8.13594166379108; dx=-9.525007064904129E-6 evalInputDelta=-0.10797063340075397
New Minimum: -8.243912297191834 > -8.616680700174493
END: th(487366.82752934203)=-8.616680700174493; dx=-2.1593451947323158E-5 evalInputDelta=0.37276840298265945
Fitness changed from -8.243912297191834 to -8.616680700174493
Iteration 11 complete. Error: -8.616680700174493 Total: 2.5348; Orientation: 0.4488; Line Search: 1.5864
Adding measurement 2c5e8588 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.017e+04, gradient 7.881e-03, dot -0.183; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.616680700174493, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 2c5e8588 to history. Total: 3
th(0)=-8.616680700174493;dx=-6.204533628701491E-5
Armijo: th(1050000.0000000005)=-8.513636171104377; dx=-8.476107491000111E-6 evalInputDelta=-0.1030445290701163
New Minimum: -8.616680700174493 > -8.770644130798487
END: th(525000.0000000002)=-8.770644130798487; dx=-2.0330516548198868E-5 evalInputDelta=0.1539634306239943
Fitness changed from -8.616680700174493 to -8.770644130798487
Iteration 12 complete. Error: -8.770644130798487 Total: 2.4762; Orientation: 0.4271; Line Search: 1.5919
Adding measurement 63a28cd0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.536e+04, gradient 7.529e-03, dot -0.192; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.770644130798487, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 63a28cd0 to history. Total: 3
th(0)=-8.770644130798487;dx=-5.66330729142993E-5
Armijo: th(1131078.2122667395)=-8.606893187538704; dx=-7.625684180016942E-6 evalInputDelta=-0.16375094325978345
New Minimum: -8.770644130798487 > -9.130204024982755
END: th(565539.1061333697)=-9.130204024982755; dx=-1.8766214734108454E-5 evalInputDelta=0.35955989418426704
Fitness changed from -8.770644130798487 to -9.130204024982755
Iteration 13 complete. Error: -9.130204024982755 Total: 2.5008; Orientation: 0.4282; Line Search: 1.6260
Adding measurement 38b5e4a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.960e+04, gradient 7.102e-03, dot -0.198; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.130204024982755, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 38b5e4a1 to history. Total: 3
th(0)=-9.130204024982755;dx=-5.0377067619647595E-5
New Minimum: -9.130204024982755 > -9.250719671501068
END: th(1218417.068823355)=-9.250719671501068; dx=-8.365708439837262E-6 evalInputDelta=0.1205156465183137
Fitness changed from -9.130204024982755 to -9.250719671501068
Iteration 14 complete. Error: -9.250719671501068 Total: 2.6900; Orientation: 0.4517; Line Search: 1.0966
Adding measurement 61747442 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.608e+04, gradient 6.676e-03, dot -0.160; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.250719671501068, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 61747442 to history. Total: 3
th(0)=-9.250719671501068;dx=-4.451480148297796E-5
Armijo: th(2625000.0000000014)=-8.029692853557908; dx=-2.21504730322669E-6 evalInputDelta=-1.2210268179431605
New Minimum: -9.250719671501068 > -9.269180959890267
END: th(1312500.0000000007)=-9.269180959890267; dx=-7.565414728948035E-6 evalInputDelta=0.018461288389199026
Fitness changed from -9.250719671501068 to -9.269180959890267
Iteration 15 complete. Error: -9.269180959890267 Total: 2.6365; Orientation: 0.4695; Line Search: 1.6792
Iteration 15
Adding measurement 4942d9f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.987e+04, gradient 6.147e-03, dot -0.155; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.269180959890267, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 4942d9f6 to history. Total: 3
th(0)=-9.269180959890267;dx=-3.763376584229433E-5
Armijo: th(2827695.530666849)=-8.327759744516975; dx=-2.020513779161231E-6 evalInputDelta=-0.9414212153732926
New Minimum: -9.269180959890267 > -9.452318955683733
END: th(1413847.7653334246)=-9.452318955683733; dx=-7.119225422128185E-6 evalInputDelta=0.1831379957934658
Fitness changed from -9.269180959890267 to -9.452318955683733
Iteration 16 complete. Error: -9.452318955683733 Total: 2.6172; Orientation: 0.4542; Line Search: 1.6484
Adding measurement 34921438 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.670e+04, gradient 5.661e-03, dot -0.159; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.452318955683733, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 34921438 to history. Total: 3
th(0)=-9.452318955683733;dx=-3.190186520191112E-5
New Minimum: -9.452318955683733 > -9.544795683717378
END: th(3046042.672058388)=-9.544795683717378; dx=-2.0882809748260157E-6 evalInputDelta=0.09247672803364537
Fitness changed from -9.452318955683733 to -9.544795683717378
Iteration 17 complete. Error: -9.544795683717378 Total: 2.0683; Orientation: 0.4702; Line Search: 1.1291
Adding measurement 7ff01056 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.999e+04, gradient 4.629e-03, dot -0.102; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.544795683717378, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 7ff01056 to history. Total: 3
th(0)=-9.544795683717378;dx=-2.1355613672580384E-5
Armijo: th(6562500.000000005)=-7.759662896467746; dx=-5.448709957605475E-7 evalInputDelta=-1.7851327872496325
Armijo: th(3281250.0000000023)=-8.942374637953796; dx=-2.43134683988678E-6 evalInputDelta=-0.6024210457635828
New Minimum: -9.544795683717378 > -9.85437311647331
END: th(1093750.0000000007)=-9.85437311647331; dx=-8.63145448690842E-6 evalInputDelta=0.3095774327559315
Fitness changed from -9.544795683717378 to -9.85437311647331
Iteration 18 complete. Error: -9.85437311647331 Total: 3.0377; Orientation: 0.4283; Line Search: 2.1373
Adding measurement 2abcfb9c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.352e+04, gradient 4.420e-03, dot -0.151; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.85437311647331, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 2abcfb9c to history. Total: 3
th(0)=-9.85437311647331;dx=-1.9485590126276066E-5
New Minimum: -9.85437311647331 > -10.191810048864093
END: th(2356412.9422223745)=-10.191810048864093; dx=-4.185569206153003E-6 evalInputDelta=0.33743693239078354
Fitness changed from -9.85437311647331 to -10.191810048864093
Iteration 19 complete. Error: -10.191810048864093 Total: 1.9943; Orientation: 0.4186; Line Search: 1.0448
Adding measurement 50c84f64 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.565e+04, gradient 4.342e-03, dot -0.149; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.191810048864093, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 50c84f64 to history. Total: 3
th(0)=-10.191810048864093;dx=-1.8784054990945728E-5
Armijo: th(5076737.786763981)=-9.222154079546298; dx=-1.2705640885235654E-6 evalInputDelta=-0.9696559693177953
New Minimum: -10.191810048864093 > -10.26909825190908
END: th(2538368.8933819905)=-10.26909825190908; dx=-3.775416997914405E-6 evalInputDelta=0.0772882030449864
Fitness changed from -10.191810048864093 to -10.26909825190908
Iteration 20 complete. Error: -10.26909825190908 Total: 2.5105; Orientation: 0.4338; Line Search: 1.5938
Iteration 20
Adding measurement 18368d1a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.549e+04, gradient 4.355e-03, dot -0.148; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.26909825190908, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 18368d1a to history. Total: 3
th(0)=-10.26909825190908;dx=-1.8922494433646782E-5
Armijo: th(5468750.000000005)=-9.567991011920084; dx=-1.2189726696917406E-6 evalInputDelta=-0.7011072399889962
New Minimum: -10.26909825190908 > -10.46746209550553
END: th(2734375.0000000023)=-10.46746209550553; dx=-3.8371687800441864E-6 evalInputDelta=0.1983638435964501
Fitness changed from -10.26909825190908 to -10.46746209550553
Iteration 21 complete. Error: -10.46746209550553 Total: 2.4719; Orientation: 0.4193; Line Search: 1.5636
Adding measurement 72f7d7bf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.093e+05, gradient 4.320e-03, dot -0.149; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.46746209550553, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 72f7d7bf to history. Total: 3
th(0)=-10.46746209550553;dx=-1.8601078977607227E-5
Armijo: th(5891032.355555938)=-9.482269294224876; dx=-9.901608922137524E-7 evalInputDelta=-0.9851928012806539
New Minimum: -10.46746209550553 > -10.584311336467676
END: th(2945516.177777969)=-10.584311336467676; dx=-3.2707147064967946E-6 evalInputDelta=0.11684924096214644
Fitness changed from -10.46746209550553 to -10.584311336467676
Iteration 22 complete. Error: -10.584311336467676 Total: 2.4951; Orientation: 0.4174; Line Search: 1.6057
Adding measurement 531a846c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.858e+04, gradient 3.993e-03, dot -0.136; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.584311336467676, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 531a846c to history. Total: 3
th(0)=-10.584311336467676;dx=-1.5891948278995035E-5
Armijo: th(6345922.233454977)=-9.788298580126227; dx=-9.9357441058612E-7 evalInputDelta=-0.7960127563414492
New Minimum: -10.584311336467676 > -10.674783734062702
END: th(3172961.1167274886)=-10.674783734062702; dx=-3.177240715407544E-6 evalInputDelta=0.09047239759502546
Fitness changed from -10.584311336467676 to -10.674783734062702
Iteration 23 complete. Error: -10.674783734062702 Total: 2.6073; Orientation: 0.5089; Line Search: 1.6134
Adding measurement 69e60dc7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.157e+05, gradient 3.957e-03, dot -0.134; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.674783734062702, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 69e60dc7 to history. Total: 3
th(0)=-10.674783734062702;dx=-1.5611803764454892E-5
Armijo: th(6835937.5000000065)=-10.185598759159905; dx=-8.116525837419067E-7 evalInputDelta=-0.48918497490279655
New Minimum: -10.674783734062702 > -11.145780212791742
END: th(3417968.7500000033)=-11.145780212791742; dx=-2.7896412537597826E-6 evalInputDelta=0.47099647872903994
Fitness changed from -10.674783734062702 to -11.145780212791742
Iteration 24 complete. Error: -11.145780212791742 Total: 2.4416; Orientation: 0.4164; Line Search: 1.5683
Adding measurement 54a698e9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.561e+05, gradient 3.682e-03, dot -0.140; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -11.145780212791742, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 54a698e9 to history. Total: 3
th(0)=-11.145780212791742;dx=-1.3498795462177385E-5
Armijo: th(7363790.444444923)=-10.070411471213143; dx=-7.887089250041823E-7 evalInputDelta=-1.0753687415785986
New Minimum: -11.145780212791742 > -11.390056317723054
END: th(3681895.2222224614)=-11.390056317723054; dx=-2.625896748012738E-6 evalInputDelta=0.2442761049313127
Fitness changed from -11.145780212791742 to -11.390056317723054
Iteration 25 complete. Error: -11.390056317723054 Total: 3.0193; Orientation: 0.4198; Line Search: 2.1273
Iteration 25
Adding measurement 15dc696f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.892e+05, gradient 3.484e-03, dot -0.139; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -11.390056317723054, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 15dc696f to history. Total: 3
th(0)=-11.390056317723054;dx=-1.2086964039802078E-5
Armijo: th(7932402.791818722)=-10.179227603497015; dx=-7.24281448138978E-7 evalInputDelta=-1.2108287142260394
Armijo: th(3966201.395909361)=-11.016501839562785; dx=-2.400260548365698E-6 evalInputDelta=-0.3735544781602691
New Minimum: -11.390056317723054 > -11.471607085332066
END: th(1322067.131969787)=-11.471607085332066; dx=-6.072184623646063E-6 evalInputDelta=0.08155076760901103
Fitness changed from -11.390056317723054 to -11.471607085332066
Iteration 26 complete. Error: -11.471607085332066 Total: 3.0036; Orientation: 0.4289; Line Search: 2.0818
Adding measurement 521865fb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.546e+06, gradient 3.420e-03, dot -0.167; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -11.471607085332066, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 521865fb to history. Total: 3
th(0)=-11.471607085332066;dx=-1.1650390685320563E-5
Armijo: th(2848307.29166667)=-11.353324840477633; dx=-3.6246103967412817E-6 evalInputDelta=-0.1182822448544325
Armijo: th(1424153.645833335)=-11.460345265689176; dx=-5.748123642846409E-6 evalInputDelta=-0.011261819642889748
New Minimum: -11.471607085332066 > -11.489188198942031
END: th(474717.88194444496)=-11.489188198942031; dx=-7.996862208549778E-6 evalInputDelta=0.017581113609965726
Fitness changed from -11.471607085332066 to -11.489188198942031
Iteration 27 complete. Error: -11.489188198942031 Total: 2.9647; Orientation: 0.4198; Line Search: 2.0842
Adding measurement 87033c2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.198e+07, gradient 3.387e-03, dot -0.178; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -11.489188198942031, -4.313439496653318, -4.14124561800471, -4.054976245866999
LBFGS Accumulation History: 3 points
Removed measurement 87033c2 to history. Total: 3
th(0)=-11.489188198942031;dx=-1.1412728494754855E-5
New Minimum: -11.489188198942031 > -11.621564888456376
END: th(1022748.6728395727)=-11.621564888456376; dx=-6.462670800371912E-6 evalInputDelta=0.132376689514345
Fitness changed from -11.489188198942031 to -11.621564888456376
Iteration 28 complete. Error: -11.621564888456376 Total: 1.9305; Orientation: 0.4099; Line Search: 1.0494
Adding measurement d489ecb to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.378e+05, gradient 3.451e-03, dot 0.185; [329c4873-e1d4-4ec6-aa34-d2c2fa2092bd = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-11.621564888456376;dx=-88.12384162045467
Armijo: th(2203445.2199496455)=-7.910916191204353; dx=7.552050490661816E-7 evalInputDelta=-3.710648697252023
Armijo: th(1101722.6099748227)=-7.910916191204353; dx=1.514443229542779E-6 evalInputDelta=-3.710648697252023
Armijo: th(367240.86999160756)=-7.910647345846695; dx=4.541964935257463E-6 evalInputDelta=-3.710917542609681
Armijo: th(91810.21749790189)=-7.912052362541387; dx=1.8113059690878936E-5 evalInputDelta=-3.709512525914989
Armijo: th(18362.043499580377)=-7.914277945224142; dx=9.070139623246264E-5 evalInputDelta=-3.7072869432322344
Armijo: th(3060.340583263396)=-7.921160048619224; dx=5.408451572988372E-4 evalInputDelta=-3.7004048398371525
Armijo: th(437.1915118947709)=-7.9733351270258686; dx=0.00368902507173665 evalInputDelta=-3.6482297614305077
Armijo: th(54.64893898684636)=-8.154512088280981; dx=0.029091034907291573 evalInputDelta=-3.467052800175395
Armijo: th(6.0721043318718175)=-8.693907335625855; dx=0.2688723434681084 evalInputDelta=-2.927657552830521
Armijo: th(0.6072104331871817)=-10.300506521068511; dx=-1.2945392777439402 evalInputDelta=-1.3210583673878649
Armijo: th(0.05520094847156198)=-11.565386671810238; dx=-34.03120177558626 evalInputDelta=-0.056178216646138424
Armijo: th(0.004600079039296831)=-11.620305859109505; dx=-50.49227010268702 evalInputDelta=-0.0012590293468708325
Armijo: th(3.5385223379206393E-4)=-11.621336072317835; dx=-52.80695026283263 evalInputDelta=-2.2881613854153215E-4
Armijo: th(2.5275159556575994E-5)=-11.62154064967199; dx=-53.09603694344319 evalInputDelta=-2.4238784385843815E-5
Armijo: th(1.6850106371050663E-6)=-11.621563918905972; dx=-53.109055108755896 evalInputDelta=-9.695504044060499E-7
Armijo: th(1.0531316481906664E-7)=-11.621564888456376; dx=-53.01918588603194 evalInputDelta=0.0
Armijo: th(6.194892048180391E-9)=-11.621564403681184; dx=-53.122833996358246 evalInputDelta=-4.847751924330623E-7
Armijo: th(3.4416066934335504E-10)=-11.621564888456376; dx=-53.148804610314585 evalInputDelta=0.0
MIN ALPHA (1.811371943912395E-11): th(0.0)=-11.621564888456376
Fitness changed from -11.621564888456376 to -11.621564888456376
Static Iteration Total: 11.2416; Orientation: 0.4052; Line Search: 10.3824
Iteration 29 failed. Error: -11.621564888456376
Previous Error: 0.0 -> -11.621564888456376
Retrying iteration 29
Reset training subject: 3085474497905
Adding measurement 6b0ac6b4 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-11.621564888456376;dx=-1.1864828125797754E-5
END: th(2.1544346900318838E-10)=-11.621564888456376; dx=-9.634600669588189E-6 evalInputDelta=0.0
Fitness changed from -11.621564888456376 to -11.621564888456376
Static Iteration Total: 1.9569; Orientation: 0.0164; Line Search: 1.0344
Iteration 30 failed. Error: -11.621564888456376
Previous Error: 0.0 -> -11.621564888456376
Optimization terminated 30
Final threshold in iteration 30: -11.621564888456376 (> -Infinity) after 84.480s (< 3600.000s)