Reset training subject: 552050877006600
Reset training subject: 552053373844500
Adding measurement 7fbe92c6 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=8.173566233366728;dx=-1.0626397329721316E-6
New Minimum: 8.173566233366728 > 8.173540571704507
WOLFE (weak): th(2.154434690031884)=8.173540571704507; dx=-9.813179490522808E-7 evalInputDelta=2.5661662220954895E-5
New Minimum: 8.173540571704507 > 8.17351495102048
END: th(4.308869380063768)=8.17351495102048; dx=-9.022866508798509E-7 evalInputDelta=5.128234624862671E-5
Fitness changed from 8.173566233366728 to 8.17351495102048
Iteration 1 complete. Error: 8.17351495102048 Total: 14.4658; Orientation: 0.0019; Line Search: 7.1264
Adding measurement 4140e149 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.17351495102048;dx=-7.736695046462866E-7
New Minimum: 8.17351495102048 > 8.173422100022435
WOLFE (weak): th(9.283177667225559)=8.173422100022435; dx=-9.321111379945019E-7 evalInputDelta=9.285099804401398E-5
New Minimum: 8.173422100022435 > 8.173329088836908
WOLFE (weak): th(18.566355334451117)=8.173329088836908; dx=-8.126304304230545E-7 evalInputDelta=1.8586218357086182E-4
New Minimum: 8.173329088836908 > 8.172955196350813
WOLFE (weak): th(55.69906600335335)=8.172955196350813; dx=-8.47813463209989E-7 evalInputDelta=5.597546696662903E-4
New Minimum: 8.172955196350813 > 8.171269878745079
WOLFE (weak): th(222.7962640134134)=8.171269878745079; dx=-7.82661885173535E-7 evalInputDelta=0.0022450722754001617
New Minimum: 8.171269878745079 > 8.162247052416205
WOLFE (weak): th(1113.981320067067)=8.162247052416205; dx=-8.172966930944007E-7 evalInputDelta=0.011267898604273796
New Minimum: 8.162247052416205 > 8.106579447165132
END: th(6683.8879204024015)=8.106579447165132; dx=-6.643135147869455E-7 evalInputDelta=0.06693550385534763
Fitness changed from 8.17351495102048 to 8.106579447165132
Iteration 2 complete. Error: 8.106579447165132 Total: 18.8211; Orientation: 0.0015; Line Search: 16.3770
Adding measurement 6724cba to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=8.106579447165132;dx=-8.693695977966421E-7
New Minimum: 8.106579447165132 > 7.915625613182783
WOLFE (weak): th(14400.0)=7.915625613182783; dx=-7.87253559365747E-7 evalInputDelta=0.19095383398234844
New Minimum: 7.915625613182783 > 7.781858127564192
END: th(28800.0)=7.781858127564192; dx=-6.78836219335662E-7 evalInputDelta=0.32472131960093975
Fitness changed from 8.106579447165132 to 7.781858127564192
Iteration 3 complete. Error: 7.781858127564192 Total: 9.2956; Orientation: 0.0016; Line Search: 6.9880
Adding measurement 54392ee5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.415e+02, gradient 1.120e-03, dot -0.504; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.781858127564192, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 54392ee5 to history. Total: 3
th(0)=7.781858127564192;dx=-7.905942891824818E-7
New Minimum: 7.781858127564192 > 7.290080834180117
END: th(62047.719072918255)=7.290080834180117; dx=-3.9491919781831714E-7 evalInputDelta=0.49177729338407516
Fitness changed from 7.781858127564192 to 7.290080834180117
Iteration 4 complete. Error: 7.290080834180117 Total: 8.1882; Orientation: 0.0218; Line Search: 4.6609
Adding measurement 3773524e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.842e+02, gradient 1.170e-03, dot -0.257; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.290080834180117, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 3773524e to history. Total: 3
th(0)=7.290080834180117;dx=-9.10538236836801E-7
New Minimum: 7.290080834180117 > 7.097278755158186
END: th(133677.75840804804)=7.097278755158186; dx=-1.2936104700548483E-7 evalInputDelta=0.1928020790219307
Fitness changed from 7.290080834180117 to 7.097278755158186
Iteration 5 complete. Error: 7.097278755158186 Total: 6.9947; Orientation: 0.0234; Line Search: 4.6300
Adding measurement 5b2b27b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.177e+02, gradient 1.042e-03, dot -0.337; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.097278755158186, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 5b2b27b to history. Total: 3
th(0)=7.097278755158186;dx=-7.502198619909048E-7
New Minimum: 7.097278755158186 > 6.7612104415893555
END: th(288000.00000000006)=6.7612104415893555; dx=-2.9441586210266943E-8 evalInputDelta=0.3360683135688305
Fitness changed from 7.097278755158186 to 6.7612104415893555
Iteration 6 complete. Error: 6.7612104415893555 Total: 7.1267; Orientation: 0.0239; Line Search: 4.7469
Adding measurement 774de03d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.763e+02, gradient 1.022e-03, dot -0.107; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.7612104415893555, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 774de03d to history. Total: 3
th(0)=6.7612104415893555;dx=-7.17648537483551E-7
New Minimum: 6.7612104415893555 > 6.597776640206575
WOLF (strong): th(620477.1907291827)=6.597776640206575; dx=2.456871506604764E-8 evalInputDelta=0.16343380138278008
New Minimum: 6.597776640206575 > 6.084719501435757
END: th(310238.59536459134)=6.084719501435757; dx=-6.544281865968742E-8 evalInputDelta=0.6764909401535988
Fitness changed from 6.7612104415893555 to 6.084719501435757
Iteration 7 complete. Error: 6.084719501435757 Total: 9.3873; Orientation: 0.0224; Line Search: 6.9874
Adding measurement 78740cc5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.686e+02, gradient 6.538e-04, dot -0.223; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.084719501435757, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 78740cc5 to history. Total: 3
th(0)=6.084719501435757;dx=-2.714054329716055E-7
Armijo: th(668388.7920402404)=6.680110849440098; dx=-1.3185566739700852E-8 evalInputDelta=-0.5953913480043411
New Minimum: 6.084719501435757 > 5.845697730779648
END: th(334194.3960201202)=5.845697730779648; dx=-1.1067669380506316E-7 evalInputDelta=0.23902177065610886
Fitness changed from 6.084719501435757 to 5.845697730779648
Iteration 8 complete. Error: 5.845697730779648 Total: 9.2154; Orientation: 0.0238; Line Search: 6.8979
Adding measurement 40c1bcb6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.950e+02, gradient 5.987e-04, dot -0.219; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.845697730779648, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 40c1bcb6 to history. Total: 3
th(0)=5.845697730779648;dx=-1.6491473187892424E-7
Armijo: th(720000.0000000002)=6.392729971557856; dx=1.1474588151014324E-8 evalInputDelta=-0.5470322407782078
New Minimum: 5.845697730779648 > 5.754971168935299
END: th(360000.0000000001)=5.754971168935299; dx=-4.9915566708045914E-8 evalInputDelta=0.09072656184434891
Fitness changed from 5.845697730779648 to 5.754971168935299
Iteration 9 complete. Error: 5.754971168935299 Total: 9.3049; Orientation: 0.0222; Line Search: 6.9759
Adding measurement 596c31bb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.883e+02, gradient 6.173e-04, dot -0.187; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.754971168935299, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 596c31bb to history. Total: 3
th(0)=5.754971168935299;dx=-1.7397518598719163E-7
Armijo: th(775596.4884114785)=6.31797482073307; dx=2.2346163719100333E-8 evalInputDelta=-0.5630036517977715
New Minimum: 5.754971168935299 > 5.600446727126837
END: th(387798.24420573923)=5.600446727126837; dx=-2.9623503035613942E-8 evalInputDelta=0.15452444180846214
Fitness changed from 5.754971168935299 to 5.600446727126837
Iteration 10 complete. Error: 5.600446727126837 Total: 9.3549; Orientation: 0.0226; Line Search: 6.9947
Adding measurement 4ff17275 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.335e+02, gradient 5.513e-04, dot -0.241; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.600446727126837, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 4ff17275 to history. Total: 3
th(0)=5.600446727126837;dx=-1.3766325530422181E-7
Armijo: th(835485.9900503006)=6.633302621543407; dx=3.511233889363797E-8 evalInputDelta=-1.0328558944165707
Armijo: th(417742.9950251503)=5.772879414260387; dx=-5.2042710419158944E-8 evalInputDelta=-0.17243268713355064
New Minimum: 5.600446727126837 > 5.569866351783276
END: th(139247.66500838342)=5.569866351783276; dx=-9.437629024089365E-8 evalInputDelta=0.030580375343561172
Fitness changed from 5.600446727126837 to 5.569866351783276
Iteration 11 complete. Error: 5.569866351783276 Total: 11.7686; Orientation: 0.0226; Line Search: 9.3915
Adding measurement 39d72393 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.882e+02, gradient 4.770e-04, dot -0.257; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.569866351783276, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 39d72393 to history. Total: 3
th(0)=5.569866351783276;dx=-1.2132132741609983E-7
New Minimum: 5.569866351783276 > 5.475356370210648
END: th(300000.0000000001)=5.475356370210648; dx=-2.1430348151167028E-8 evalInputDelta=0.09450998157262802
Fitness changed from 5.569866351783276 to 5.475356370210648
Iteration 12 complete. Error: 5.475356370210648 Total: 6.9981; Orientation: 0.0236; Line Search: 4.6575
Adding measurement 58b749b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.683e+02, gradient 4.836e-04, dot -0.255; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.475356370210648, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 58b749b to history. Total: 3
th(0)=5.475356370210648;dx=-7.696405629429959E-8
Armijo: th(646330.4070095654)=6.2484187334775925; dx=1.246631087398939E-8 evalInputDelta=-0.7730623632669449
Armijo: th(323165.2035047827)=5.620590880513191; dx=-1.1951242391940177E-8 evalInputDelta=-0.14523451030254364
New Minimum: 5.475356370210648 > 5.455777563154697
END: th(107721.73450159423)=5.455777563154697; dx=-5.238878183814221E-8 evalInputDelta=0.019578807055950165
Fitness changed from 5.475356370210648 to 5.455777563154697
Iteration 13 complete. Error: 5.455777563154697 Total: 13.1458; Orientation: 0.0304; Line Search: 10.7246
Adding measurement 3a5800c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.836e+02, gradient 4.426e-04, dot -0.263; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.455777563154697, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 3a5800c5 to history. Total: 3
th(0)=5.455777563154697;dx=-6.691819827846917E-8
Armijo: th(232079.44168063905)=5.561639115214348; dx=-5.54584223925735E-8 evalInputDelta=-0.10586155205965042
Armijo: th(116039.72084031953)=5.479837417602539; dx=-3.278706374425035E-8 evalInputDelta=-0.024059854447841644
Armijo: th(38679.906946773175)=5.4561314061284065; dx=-6.386971163369162E-8 evalInputDelta=-3.5384297370910645E-4
New Minimum: 5.455777563154697 > 5.454916343092918
WOLFE (weak): th(9669.976736693294)=5.454916343092918; dx=-6.08343265166394E-8 evalInputDelta=8.612200617790222E-4
New Minimum: 5.454916343092918 > 5.4549035131931305
END: th(24174.941841733234)=5.4549035131931305; dx=-5.2007796644467585E-8 evalInputDelta=8.74049961566925E-4
Fitness changed from 5.455777563154697 to 5.4549035131931305
Iteration 14 complete. Error: 5.4549035131931305 Total: 16.2461; Orientation: 0.0254; Line Search: 13.8463
Adding measurement 64abe992 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.666e+02, gradient 4.605e-04, dot -0.188; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.4549035131931305, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 64abe992 to history. Total: 3
th(0)=5.4549035131931305;dx=-9.671837199970751E-8
New Minimum: 5.4549035131931305 > 5.433968104422092
END: th(52083.33333333336)=5.433968104422092; dx=-7.901824258320118E-8 evalInputDelta=0.020935408771038055
Fitness changed from 5.4549035131931305 to 5.433968104422092
Iteration 15 complete. Error: 5.433968104422092 Total: 6.9360; Orientation: 0.0241; Line Search: 4.5965
Adding measurement 45173e4c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.243e+02, gradient 4.476e-04, dot -0.267; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.433968104422092, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 45173e4c to history. Total: 3
th(0)=5.433968104422092;dx=-7.907779400264138E-8
New Minimum: 5.433968104422092 > 5.4188539907336235
WOLFE (weak): th(112210.14010582733)=5.4188539907336235; dx=-7.592564720219115E-8 evalInputDelta=0.015114113688468933
Armijo: th(224420.28021165467)=5.459636837244034; dx=-6.351461914045252E-8 evalInputDelta=-0.025668732821941376
Armijo: th(168315.21015874099)=5.435063734650612; dx=-4.926719933423796E-8 evalInputDelta=-0.0010956302285194397
WOLFE (weak): th(140262.67513228417)=5.425166852772236; dx=-7.692428211420958E-8 evalInputDelta=0.008801251649856567
END: th(154288.94264551258)=5.429679088294506; dx=-6.0031082455771E-8 evalInputDelta=0.004289016127586365
Fitness changed from 5.433968104422092 to 5.4188539907336235
Iteration 16 complete. Error: 5.4188539907336235 Total: 16.2508; Orientation: 0.0226; Line Search: 13.9488
Adding measurement 6f0a922b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.113e+02, gradient 4.359e-04, dot -0.260; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.4188539907336235, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 6f0a922b to history. Total: 3
th(0)=5.4188539907336235;dx=-7.68225093807327E-8
Armijo: th(332405.450323832)=5.5969626903533936; dx=-2.9286964266005732E-8 evalInputDelta=-0.17810869961977005
Armijo: th(166202.725161916)=5.435659177601337; dx=-5.014354513699857E-8 evalInputDelta=-0.016805186867713928
New Minimum: 5.4188539907336235 > 5.404180288314819
END: th(55400.90838730533)=5.404180288314819; dx=-5.6590807260806125E-8 evalInputDelta=0.014673702418804169
Fitness changed from 5.4188539907336235 to 5.404180288314819
Iteration 17 complete. Error: 5.404180288314819 Total: 11.6593; Orientation: 0.0238; Line Search: 9.2844
Adding measurement 5c4dca0c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.543e+02, gradient 4.011e-04, dot -0.309; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.404180288314819, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 5c4dca0c to history. Total: 3
th(0)=5.404180288314819;dx=-7.609414493851896E-8
Armijo: th(119357.63888888895)=5.411331437528133; dx=-4.2395599197942976E-8 evalInputDelta=-0.007151149213314056
New Minimum: 5.404180288314819 > 5.402567006647587
WOLFE (weak): th(59678.819444444474)=5.402567006647587; dx=-8.57787092074346E-8 evalInputDelta=0.0016132816672325134
Armijo: th(89518.22916666672)=5.405702471733093; dx=-5.7818609769799405E-8 evalInputDelta=-0.0015221834182739258
END: th(74598.52430555559)=5.403625629842281; dx=-3.3213791639607355E-8 evalInputDelta=5.546584725379944E-4
Fitness changed from 5.404180288314819 to 5.402567006647587
Iteration 18 complete. Error: 5.402567006647587 Total: 14.0069; Orientation: 0.0225; Line Search: 11.6287
Adding measurement 3162d3ca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.427e+02, gradient 4.570e-04, dot -0.231; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.402567006647587, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 3162d3ca to history. Total: 3
th(0)=5.402567006647587;dx=-5.58535071111482E-8
New Minimum: 5.402567006647587 > 5.388074636459351
END: th(160717.6485890756)=5.388074636459351; dx=-1.3869365976653748E-8 evalInputDelta=0.014492370188236237
Fitness changed from 5.402567006647587 to 5.388074636459351
Iteration 19 complete. Error: 5.388074636459351 Total: 7.0472; Orientation: 0.0226; Line Search: 4.6555
Adding measurement 18b3f8b7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.673e+02, gradient 4.259e-04, dot -0.302; [48290157-35fc-48a7-a0e8-c50381a23da7 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.388074636459351, 8.106579447165132, 8.17351495102048, 8.173566233366728
LBFGS Accumulation History: 3 points
Removed measurement 18b3f8b7 to history. Total: 3
th(0)=5.388074636459351;dx=-7.253740362453218E-8
Armijo: th(346255.67742065835)=5.520533442497253; dx=-1.7155821284584016E-8 evalInputDelta=-0.13245880603790283
Armijo: th(173127.83871032918)=5.423765018582344; dx=-1.7833300263369276E-8 evalInputDelta=-0.03569038212299347
Armijo: th(57709.27957010973)=5.39224137365818; dx=-5.192165896998376E-8 evalInputDelta=-0.004166737198829651
New Minimum: 5.388074636459351 > 5.388042658567429
END: th(14427.319892527432)=5.388042658567429; dx=-5.511694104360328E-8 evalInputDelta=3.197789192199707E-5
Fitness changed from 5.388074636459351 to 5.388042658567429
Iteration 20 complete. Error: 5.388042658567429 Total: 15.1577; Orientation: 0.0231; Line Search: 12.7918
Final threshold in iteration 21: 5.388042658567429 (> -Infinity) after 221.371s (< 5400.000s)
