Reset training subject: 23857728214308
Reset training subject: 23878219320065
Adding measurement 542cc76e to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=5.55102401226759;dx=-3.9560349862641036E-7
New Minimum: 5.55102401226759 > 5.551022134721279
WOLFE (weak): th(2.154434690031884)=5.551022134721279; dx=-3.8024768710785187E-7 evalInputDelta=1.8775463104248047E-6
New Minimum: 5.551022134721279 > 5.551018983125687
WOLFE (weak): th(4.308869380063768)=5.551018983125687; dx=-4.090470347525611E-7 evalInputDelta=5.029141902923584E-6
New Minimum: 5.551018983125687 > 5.551007859408855
WOLFE (weak): th(12.926608140191302)=5.551007859408855; dx=-4.2191547053946786E-7 evalInputDelta=1.615285873413086E-5
New Minimum: 5.551007859408855 > 5.550959154963493
WOLFE (weak): th(51.70643256076521)=5.550959154963493; dx=-4.2274150227739925E-7 evalInputDelta=6.485730409622192E-5
New Minimum: 5.550959154963493 > 5.550699785351753
WOLFE (weak): th(258.53216280382605)=5.550699785351753; dx=-4.1869075119991235E-7 evalInputDelta=3.2422691583633423E-4
New Minimum: 5.550699785351753 > 5.549078986048698
WOLFE (weak): th(1551.1929768229563)=5.549078986048698; dx=-4.4265051494660254E-7 evalInputDelta=0.0019450262188911438
New Minimum: 5.549078986048698 > 5.5374138578772545
WOLFE (weak): th(10858.350837760694)=5.5374138578772545; dx=-4.389102384475615E-7 evalInputDelta=0.013610154390335083
New Minimum: 5.5374138578772545 > 5.443416051566601
WOLFE (weak): th(86866.80670208555)=5.443416051566601; dx=-4.289648142882631E-7 evalInputDelta=0.10760796070098877
New Minimum: 5.443416051566601 > 4.832231607288122
END: th(781801.26031877)=4.832231607288122; dx=-2.0921049593082878E-7 evalInputDelta=0.7187924049794674
Fitness changed from 5.55102401226759 to 4.832231607288122
Iteration 1 complete. Error: 4.832231607288122 Total: 312.7260; Orientation: 0.0362; Line Search: 242.6011
Adding measurement 3e9f639c to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=4.832231607288122;dx=-2.895850105754982E-7
New Minimum: 4.832231607288122 > 4.363978028297424
END: th(1684339.7559414052)=4.363978028297424; dx=-3.143776892802962E-8 evalInputDelta=0.46825357899069786
Fitness changed from 4.832231607288122 to 4.363978028297424
Iteration 2 complete. Error: 4.363978028297424 Total: 72.7376; Orientation: 0.0360; Line Search: 48.2687
Adding measurement 4a8a0231 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.363978028297424;dx=-2.409954570822608E-7
Armijo: th(3628800.0)=4.833333745598793; dx=4.3640042986859365E-8 evalInputDelta=-0.4693557173013687
New Minimum: 4.363978028297424 > 4.175297636538744
WOLF (strong): th(1814400.0)=4.175297636538744; dx=8.868900160781985E-9 evalInputDelta=0.18868039175868034
New Minimum: 4.175297636538744 > 4.099779233336449
END: th(604800.0)=4.099779233336449; dx=-1.362039641856216E-7 evalInputDelta=0.26419879496097565
Fitness changed from 4.363978028297424 to 4.099779233336449
Iteration 3 complete. Error: 4.099779233336449 Total: 121.3020; Orientation: 0.0359; Line Search: 96.1532
Adding measurement 1ae5f31e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.659e+03, gradient 4.245e-04, dot -0.626; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.099779233336449, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 1ae5f31e to history. Total: 3
th(0)=4.099779233336449;dx=-1.0908757448984665E-7
New Minimum: 4.099779233336449 > 3.8792104572057724
END: th(1303002.1005312833)=3.8792104572057724; dx=-6.424206059181178E-8 evalInputDelta=0.22056877613067627
Fitness changed from 4.099779233336449 to 3.8792104572057724
Iteration 4 complete. Error: 3.8792104572057724 Total: 73.8310; Orientation: 0.8888; Line Search: 48.0504
Adding measurement 1c1d39d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.511e+03, gradient 3.979e-04, dot -0.604; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8792104572057724, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 1c1d39d5 to history. Total: 3
th(0)=3.8792104572057724;dx=-1.175593721536802E-7
New Minimum: 3.8792104572057724 > 3.876478835940361
END: th(2807232.9265690087)=3.876478835940361; dx=-1.849041338344965E-8 evalInputDelta=0.002731621265411377
Fitness changed from 3.8792104572057724 to 3.876478835940361
Iteration 5 complete. Error: 3.876478835940361 Total: 73.7251; Orientation: 0.8302; Line Search: 48.0739
Adding measurement 7c4e3770 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.594e+03, gradient 4.914e-04, dot -0.388; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.876478835940361, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 7c4e3770 to history. Total: 3
th(0)=3.876478835940361;dx=-1.9229916369180794E-7
Armijo: th(6048000.0)=5.541878636926413; dx=6.009339797019554E-8 evalInputDelta=-1.6653998009860516
Armijo: th(3024000.0)=4.248794876039028; dx=6.067568714909066E-8 evalInputDelta=-0.37231604009866714
New Minimum: 3.876478835940361 > 3.604575626552105
END: th(1008000.0)=3.604575626552105; dx=-5.149477148578915E-8 evalInputDelta=0.2719032093882561
Fitness changed from 3.876478835940361 to 3.604575626552105
Iteration 6 complete. Error: 3.604575626552105 Total: 122.0040; Orientation: 0.8389; Line Search: 96.6675
Adding measurement 2e32096 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.231e+03, gradient 3.590e-04, dot -0.498; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.604575626552105, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 2e32096 to history. Total: 3
th(0)=3.604575626552105;dx=-9.473719599632183E-8
New Minimum: 3.604575626552105 > 3.5735002234578133
END: th(2171670.1675521387)=3.5735002234578133; dx=-2.9069434475328397E-9 evalInputDelta=0.031075403094291687
Fitness changed from 3.604575626552105 to 3.5735002234578133
Iteration 7 complete. Error: 3.5735002234578133 Total: 74.2162; Orientation: 0.8272; Line Search: 48.9250
Adding measurement 66362b32 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.482e+03, gradient 4.287e-04, dot -0.435; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5735002234578133, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 66362b32 to history. Total: 3
th(0)=3.5735002234578133;dx=-1.5774456780297236E-7
Armijo: th(4678721.544281681)=4.589297331869602; dx=3.7048249722458996E-8 evalInputDelta=-1.015797108411789
Armijo: th(2339360.7721408405)=3.75449987873435; dx=3.867971149766033E-8 evalInputDelta=-0.18099965527653694
New Minimum: 3.5735002234578133 > 3.411902569234371
END: th(779786.9240469468)=3.411902569234371; dx=-5.8632498066654384E-8 evalInputDelta=0.16159765422344208
Fitness changed from 3.5735002234578133 to 3.411902569234371
Iteration 8 complete. Error: 3.411902569234371 Total: 122.1041; Orientation: 0.9385; Line Search: 96.7475
Adding measurement 1d75524d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.072e+03, gradient 3.152e-04, dot -0.520; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.411902569234371, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 1d75524d to history. Total: 3
th(0)=3.411902569234371;dx=-6.507821289665108E-8
New Minimum: 3.411902569234371 > 3.340704072266817
END: th(1680000.0)=3.340704072266817; dx=-3.481213457039934E-8 evalInputDelta=0.07119849696755409
Fitness changed from 3.411902569234371 to 3.340704072266817
Iteration 9 complete. Error: 3.340704072266817 Total: 73.7049; Orientation: 0.8318; Line Search: 48.4806
Adding measurement 2bfe9465 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.685e+03, gradient 3.283e-04, dot -0.526; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.340704072266817, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 2bfe9465 to history. Total: 3
th(0)=3.340704072266817;dx=-7.563031362861022E-8
Armijo: th(3619450.279253565)=3.569253735244274; dx=-6.236959760678105E-9 evalInputDelta=-0.22854966297745705
New Minimum: 3.340704072266817 > 3.3372412212193012
END: th(1809725.1396267824)=3.3372412212193012; dx=-1.642727343277881E-8 evalInputDelta=0.003462851047515869
Fitness changed from 3.340704072266817 to 3.3372412212193012
Iteration 10 complete. Error: 3.3372412212193012 Total: 100.5311; Orientation: 1.6347; Line Search: 74.1164
Adding measurement 34448499 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.349e+03, gradient 3.675e-04, dot -0.485; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3372412212193012, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 34448499 to history. Total: 3
th(0)=3.3372412212193012;dx=-1.0466782879200294E-7
Armijo: th(3898934.6202347344)=3.924241367727518; dx=2.1310188242616425E-8 evalInputDelta=-0.5870001465082169
Armijo: th(1949467.3101173672)=3.3878375589847565; dx=1.7482836067464046E-8 evalInputDelta=-0.050596337765455246
New Minimum: 3.3372412212193012 > 3.24780997633934
END: th(649822.4367057891)=3.24780997633934; dx=-5.2352869110545205E-8 evalInputDelta=0.08943124487996101
Fitness changed from 3.3372412212193012 to 3.24780997633934
Iteration 11 complete. Error: 3.24780997633934 Total: 121.9612; Orientation: 0.8522; Line Search: 96.6229
Adding measurement 59dbeff9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.166e+03, gradient 2.910e-04, dot -0.578; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.24780997633934, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 59dbeff9 to history. Total: 3
th(0)=3.24780997633934;dx=-5.5702458168036115E-8
New Minimum: 3.24780997633934 > 3.209991667419672
END: th(1400000.0)=3.209991667419672; dx=-3.8395886014504584E-8 evalInputDelta=0.0378183089196682
Fitness changed from 3.24780997633934 to 3.209991667419672
Iteration 12 complete. Error: 3.209991667419672 Total: 73.3732; Orientation: 0.8486; Line Search: 48.0931
Adding measurement 6d1eb4c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.280e+03, gradient 2.931e-04, dot -0.577; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.209991667419672, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 6d1eb4c8 to history. Total: 3
th(0)=3.209991667419672;dx=-6.720449615044083E-8
Armijo: th(3016208.5660446375)=3.283363163471222; dx=-1.607590720727874E-8 evalInputDelta=-0.07337149605154991
New Minimum: 3.209991667419672 > 3.189016804099083
END: th(1508104.2830223187)=3.189016804099083; dx=-3.2580630775286325E-8 evalInputDelta=0.020974863320589066
Fitness changed from 3.209991667419672 to 3.189016804099083
Iteration 13 complete. Error: 3.189016804099083 Total: 98.0037; Orientation: 1.1131; Line Search: 72.4775
Adding measurement 1ebfd816 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.188e+03, gradient 3.142e-04, dot -0.510; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.189016804099083, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 1ebfd816 to history. Total: 3
th(0)=3.189016804099083;dx=-7.706139305054447E-8
Armijo: th(3249112.183528946)=3.4258020631968975; dx=8.369368265607592E-10 evalInputDelta=-0.23678525909781456
Armijo: th(1624556.091764473)=3.1918860487639904; dx=-1.140139065774763E-8 evalInputDelta=-0.0028692446649074554
New Minimum: 3.189016804099083 > 3.14856718480587
END: th(541518.6972548243)=3.14856718480587; dx=-4.9134366912716646E-8 evalInputDelta=0.04044961929321289
Fitness changed from 3.189016804099083 to 3.14856718480587
Iteration 14 complete. Error: 3.14856718480587 Total: 121.9273; Orientation: 0.8673; Line Search: 96.3353
Adding measurement 233fbec5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.343e+03, gradient 2.709e-04, dot -0.606; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.14856718480587, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 233fbec5 to history. Total: 3
th(0)=3.14856718480587;dx=-4.861478521656944E-8
New Minimum: 3.14856718480587 > 3.122852101922035
END: th(1166666.666666667)=3.122852101922035; dx=-4.21549729309406E-8 evalInputDelta=0.02571508288383484
Fitness changed from 3.14856718480587 to 3.122852101922035
Iteration 15 complete. Error: 3.122852101922035 Total: 73.6552; Orientation: 0.8350; Line Search: 48.1064
Adding measurement 6bb61b9c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.681e+03, gradient 2.711e-04, dot -0.594; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.122852101922035, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 6bb61b9c to history. Total: 3
th(0)=3.122852101922035;dx=-5.2385492198243244E-8
Armijo: th(2513507.1383705316)=3.1257716342806816; dx=-2.9229436169293017E-8 evalInputDelta=-0.002919532358646393
New Minimum: 3.122852101922035 > 3.0986038707196712
END: th(1256753.5691852658)=3.0986038707196712; dx=-3.2402677418442556E-8 evalInputDelta=0.024248231202363968
Fitness changed from 3.122852101922035 to 3.0986038707196712
Iteration 16 complete. Error: 3.0986038707196712 Total: 97.5201; Orientation: 0.8396; Line Search: 72.2557
Adding measurement 4cef1b96 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.237e+04, gradient 2.789e-04, dot -0.602; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0986038707196712, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 4cef1b96 to history. Total: 3
th(0)=3.0986038707196712;dx=-5.788943410281223E-8
Armijo: th(2707593.486274122)=3.1731536984443665; dx=-2.5037928311904434E-8 evalInputDelta=-0.0745498277246952
New Minimum: 3.0986038707196712 > 3.089257761836052
END: th(1353796.743137061)=3.089257761836052; dx=-3.27290087114727E-8 evalInputDelta=0.009346108883619308
Fitness changed from 3.0986038707196712 to 3.089257761836052
Iteration 17 complete. Error: 3.089257761836052 Total: 97.6567; Orientation: 0.8278; Line Search: 72.3869
Adding measurement 57707db3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.065e+04, gradient 2.999e-04, dot -0.520; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.089257761836052, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 57707db3 to history. Total: 3
th(0)=3.089257761836052;dx=-6.496945935714546E-8
Armijo: th(2916666.6666666674)=3.2446151450276375; dx=-2.4206898399768377E-9 evalInputDelta=-0.15535738319158554
New Minimum: 3.089257761836052 > 3.0776582695543766
END: th(1458333.3333333337)=3.0776582695543766; dx=-1.687669704263412E-8 evalInputDelta=0.011599492281675339
Fitness changed from 3.089257761836052 to 3.0776582695543766
Iteration 18 complete. Error: 3.0776582695543766 Total: 97.9056; Orientation: 0.8727; Line Search: 72.5452
Adding measurement 2484a6de to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.425e+04, gradient 3.230e-04, dot -0.510; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0776582695543766, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 2484a6de to history. Total: 3
th(0)=3.0776582695543766;dx=-5.827503977962787E-8
Armijo: th(3141883.9229631647)=3.4243901148438454; dx=5.273014076970783E-9 evalInputDelta=-0.34673184528946877
Armijo: th(1570941.9614815824)=3.1005997359752655; dx=-3.5621621994881736E-9 evalInputDelta=-0.0229414664208889
New Minimum: 3.0776582695543766 > 3.0273874700069427
END: th(523647.3204938608)=3.0273874700069427; dx=-5.243496173253969E-8 evalInputDelta=0.05027079954743385
Fitness changed from 3.0776582695543766 to 3.0273874700069427
Iteration 19 complete. Error: 3.0273874700069427 Total: 122.1392; Orientation: 0.9317; Line Search: 96.6999
Adding measurement 56720136 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.219e+04, gradient 2.613e-04, dot -0.589; [5fd331d4-a9e5-4e44-8238-89ca78182ead = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0273874700069427, 4.363978028297424, 4.832231607288122, 5.55102401226759
LBFGS Accumulation History: 3 points
Removed measurement 56720136 to history. Total: 3
th(0)=3.0273874700069427;dx=-4.806913193030615E-8
New Minimum: 3.0273874700069427 > 3.008628472685814
END: th(1128163.9526142175)=3.008628472685814; dx=-3.8571202106824374E-8 evalInputDelta=0.018758997321128845
Fitness changed from 3.0273874700069427 to 3.008628472685814
Iteration 20 complete. Error: 3.008628472685814 Total: 73.4405; Orientation: 0.8698; Line Search: 48.1426
Final threshold in iteration 21: 3.008628472685814 (> -Infinity) after 2124.465s (< 5400.000s)
