Reset training subject: 115807224231900
Reset training subject: 115837822354200
Adding measurement 5df4b4f9 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.0883025862276554;dx=-9.195046291202228E-6
New Minimum: 2.0883025862276554 > 2.0882936492562294
WOLFE (weak): th(2.154434690031884)=2.0882936492562294; dx=-8.294060788780834E-6 evalInputDelta=8.936971426010132E-6
New Minimum: 2.0882936492562294 > 2.088284842669964
WOLFE (weak): th(4.308869380063768)=2.088284842669964; dx=-8.294056404533156E-6 evalInputDelta=1.7743557691574097E-5
New Minimum: 2.088284842669964 > 2.088249120861292
WOLFE (weak): th(12.926608140191302)=2.088249120861292; dx=-8.293833803450665E-6 evalInputDelta=5.346536636352539E-5
New Minimum: 2.088249120861292 > 2.0880882665514946
WOLFE (weak): th(51.70643256076521)=2.0880882665514946; dx=-8.294266938737416E-6 evalInputDelta=2.1431967616081238E-4
New Minimum: 2.0880882665514946 > 2.0872305035591125
WOLFE (weak): th(258.53216280382605)=2.0872305035591125; dx=-8.294054355108505E-6 evalInputDelta=0.001072082668542862
New Minimum: 2.0872305035591125 > 2.0818721875548363
WOLFE (weak): th(1551.1929768229563)=2.0818721875548363; dx=-8.287351745714302E-6 evalInputDelta=0.006430398672819138
New Minimum: 2.0818721875548363 > 2.043387208133936
END: th(10858.350837760694)=2.043387208133936; dx=-8.249625343449735E-6 evalInputDelta=0.04491537809371948
Fitness changed from 2.0883025862276554 to 2.043387208133936
Iteration 1 complete. Error: 2.043387208133936 Total: 344.4740; Orientation: 0.0129; Line Search: 250.5081
Adding measurement 77bc6b8e to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.043387208133936;dx=-8.272022045570134E-6
New Minimum: 2.043387208133936 > 1.9470436535775661
WOLFE (weak): th(23393.607721408407)=1.9470436535775661; dx=-8.189558216964425E-6 evalInputDelta=0.09634355455636978
New Minimum: 1.9470436535775661 > 1.8521339446306229
WOLFE (weak): th(46787.215442816814)=1.8521339446306229; dx=-8.031614512825728E-6 evalInputDelta=0.19125326350331306
New Minimum: 1.8521339446306229 > 1.4980723522603512
END: th(140361.64632845044)=1.4980723522603512; dx=-7.014343884375548E-6 evalInputDelta=0.5453148558735847
Fitness changed from 2.043387208133936 to 1.4980723522603512
Iteration 2 complete. Error: 1.4980723522603512 Total: 149.1781; Orientation: 0.0129; Line Search: 119.6826
Adding measurement 5072d6bd to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.4980723522603512;dx=-7.152531902317338E-6
New Minimum: 1.4980723522603512 > 0.6409233920276165
END: th(302400.00000000006)=0.6409233920276165; dx=-4.018519005225292E-6 evalInputDelta=0.8571489602327347
Fitness changed from 1.4980723522603512 to 0.6409233920276165
Iteration 3 complete. Error: 0.6409233920276165 Total: 91.1021; Orientation: 0.0127; Line Search: 59.8312
Adding measurement 2b07e920 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.002e+03, gradient 1.939e-03, dot -0.724; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6409233920276165, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 2b07e920 to history. Total: 3
th(0)=0.6409233920276165;dx=-3.7616386870191997E-6
New Minimum: 0.6409233920276165 > -0.1740085817873478
END: th(651501.0502656418)=-0.1740085817873478; dx=-1.3985861598666576E-6 evalInputDelta=0.8149319738149643
Fitness changed from 0.6409233920276165 to -0.1740085817873478
Iteration 4 complete. Error: -0.1740085817873478 Total: 91.4523; Orientation: 0.2038; Line Search: 60.9702
Adding measurement 7144a6a2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.826e+03, gradient 1.244e-03, dot -0.472; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1740085817873478, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 7144a6a2 to history. Total: 3
th(0)=-0.1740085817873478;dx=-1.5469888540960677E-6
New Minimum: -0.1740085817873478 > -0.6969376057386398
END: th(1403616.4632845046)=-0.6969376057386398; dx=-2.5083757490922034E-7 evalInputDelta=0.522929023951292
Fitness changed from -0.1740085817873478 to -0.6969376057386398
Iteration 5 complete. Error: -0.6969376057386398 Total: 91.6592; Orientation: 0.2212; Line Search: 62.2871
Adding measurement 37c2dd31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.483e+03, gradient 1.190e-03, dot -0.307; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6969376057386398, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 37c2dd31 to history. Total: 3
th(0)=-0.6969376057386398;dx=-1.415695140031222E-6
Armijo: th(3024000.0000000005)=0.1536739021539688; dx=7.067994016339461E-7 evalInputDelta=-0.8506115078926086
Armijo: th(1512000.0000000002)=-0.5394950024783611; dx=1.0334755769171296E-6 evalInputDelta=-0.1574426032602787
New Minimum: -0.6969376057386398 > -0.8767460025846958
END: th(504000.00000000006)=-0.8767460025846958; dx=-6.259040839168301E-8 evalInputDelta=0.17980839684605598
Fitness changed from -0.6969376057386398 to -0.8767460025846958
Iteration 6 complete. Error: -0.8767460025846958 Total: 158.0806; Orientation: 0.2020; Line Search: 124.8833
Adding measurement 28838fad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.113e+03, gradient 8.177e-04, dot -0.330; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8767460025846958, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 28838fad to history. Total: 3
th(0)=-0.8767460025846958;dx=-6.687026191116393E-7
New Minimum: -0.8767460025846958 > -0.940502941608429
WOLF (strong): th(1085835.0837760696)=-0.940502941608429; dx=2.2815871547126435E-7 evalInputDelta=0.06375693902373314
New Minimum: -0.940502941608429 > -0.9688892774283886
END: th(542917.5418880348)=-0.9688892774283886; dx=-6.374252825540823E-8 evalInputDelta=0.09214327484369278
Fitness changed from -0.8767460025846958 to -0.9688892774283886
Iteration 7 complete. Error: -0.9688892774283886 Total: 121.1935; Orientation: 0.1975; Line Search: 90.6129
Adding measurement 4d61b202 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.135e+03, gradient 8.305e-04, dot -0.336; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9688892774283886, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 4d61b202 to history. Total: 3
th(0)=-0.9688892774283886;dx=-6.897707897741964E-7
Armijo: th(1169680.3860704205)=-0.8747836090624332; dx=8.132614705752807E-7 evalInputDelta=-0.09410566836595535
New Minimum: -0.9688892774283886 > -1.0340978018939495
WOLF (strong): th(584840.1930352102)=-1.0340978018939495; dx=2.1391911223012933E-7 evalInputDelta=0.06520852446556091
END: th(194946.73101173676)=-1.0205706432461739; dx=-3.7148256883257255E-7 evalInputDelta=0.05168136581778526
Fitness changed from -0.9688892774283886 to -1.0340978018939495
Iteration 8 complete. Error: -1.0340978018939495 Total: 155.5124; Orientation: 0.1940; Line Search: 124.9243
Adding measurement 63187e3c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.231e+03, gradient 1.012e-03, dot -0.270; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0340978018939495, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 63187e3c to history. Total: 3
th(0)=-1.0340978018939495;dx=-1.023982603922452E-6
New Minimum: -1.0340978018939495 > -1.1069182120263577
WOLF (strong): th(420000.0000000001)=-1.1069182120263577; dx=2.3087439034197912E-7 evalInputDelta=0.07282041013240814
END: th(210000.00000000006)=-1.1035471819341183; dx=-3.216068741803539E-7 evalInputDelta=0.06944938004016876
Fitness changed from -1.0340978018939495 to -1.1069182120263577
Iteration 9 complete. Error: -1.1069182120263577 Total: 123.9776; Orientation: 0.2196; Line Search: 93.0968
Adding measurement 526908b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.031e+03, gradient 7.615e-04, dot -0.322; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1069182120263577, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 526908b to history. Total: 3
th(0)=-1.1069182120263577;dx=-5.799145778040087E-7
New Minimum: -1.1069182120263577 > -1.1712531447410583
WOLF (strong): th(452431.2849066957)=-1.1712531447410583; dx=5.607935354475618E-9 evalInputDelta=0.0643349327147007
END: th(226215.64245334786)=-1.1557015255093575; dx=-2.8276491095039447E-7 evalInputDelta=0.0487833134829998
Fitness changed from -1.1069182120263577 to -1.1712531447410583
Iteration 10 complete. Error: -1.1712531447410583 Total: 122.4333; Orientation: 0.2049; Line Search: 90.2065
Adding measurement 1515b982 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.248e+03, gradient 6.134e-04, dot -0.424; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1712531447410583, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 1515b982 to history. Total: 3
th(0)=-1.1712531447410583;dx=-3.762966153827014E-7
New Minimum: -1.1712531447410583 > -1.225078985095024
END: th(487366.827529342)=-1.225078985095024; dx=-7.446554872402865E-8 evalInputDelta=0.05382584035396576
Fitness changed from -1.1712531447410583 to -1.225078985095024
Iteration 11 complete. Error: -1.225078985095024 Total: 88.6871; Orientation: 0.2066; Line Search: 59.8174
Adding measurement 5c3cff71 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.084e+03, gradient 5.500e-04, dot -0.429; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.225078985095024, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 5c3cff71 to history. Total: 3
th(0)=-1.225078985095024;dx=-3.0254121342026346E-7
New Minimum: -1.225078985095024 > -1.268580175936222
WOLF (strong): th(1050000.0000000005)=-1.268580175936222; dx=1.237299849137922E-7 evalInputDelta=0.04350119084119797
New Minimum: -1.268580175936222 > -1.2750637643039227
END: th(525000.0000000002)=-1.2750637643039227; dx=-7.994412970017784E-8 evalInputDelta=0.049984779208898544
Fitness changed from -1.225078985095024 to -1.2750637643039227
Iteration 12 complete. Error: -1.2750637643039227 Total: 128.7908; Orientation: 0.2117; Line Search: 95.8300
Adding measurement 45108b36 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.216e+03, gradient 5.261e-04, dot -0.459; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2750637643039227, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 45108b36 to history. Total: 3
th(0)=-1.2750637643039227;dx=-2.768333325172733E-7
New Minimum: -1.2750637643039227 > -1.3129116296768188
WOLF (strong): th(1131078.2122667395)=-1.3129116296768188; dx=1.0996725907325965E-7 evalInputDelta=0.037847865372896194
New Minimum: -1.3129116296768188 > -1.3213059343397617
END: th(565539.1061333697)=-1.3213059343397617; dx=-5.853604066511531E-8 evalInputDelta=0.04624217003583908
Fitness changed from -1.2750637643039227 to -1.3213059343397617
Iteration 13 complete. Error: -1.3213059343397617 Total: 124.8409; Orientation: 0.1979; Line Search: 92.4858
Adding measurement 2ba77725 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.061e+03, gradient 5.308e-04, dot -0.414; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3213059343397617, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 2ba77725 to history. Total: 3
th(0)=-1.3213059343397617;dx=-2.8177917691204463E-7
New Minimum: -1.3213059343397617 > -1.3268750682473183
WOLF (strong): th(1218417.068823355)=-1.3268750682473183; dx=2.3930938069335684E-7 evalInputDelta=0.005569133907556534
New Minimum: -1.3268750682473183 > -1.364069178700447
END: th(609208.5344116775)=-1.364069178700447; dx=-2.586876935228389E-9 evalInputDelta=0.04276324436068535
Fitness changed from -1.3213059343397617 to -1.364069178700447
Iteration 14 complete. Error: -1.364069178700447 Total: 125.3969; Orientation: 0.1982; Line Search: 92.2800
Adding measurement 5f643bcc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.190e+03, gradient 5.799e-04, dot -0.385; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.364069178700447, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 5f643bcc to history. Total: 3
th(0)=-1.364069178700447;dx=-3.363323633957095E-7
Armijo: th(1312500.0000000007)=-1.3148631267249584; dx=3.8227406744311473E-7 evalInputDelta=-0.04920605197548866
New Minimum: -1.364069178700447 > -1.3986036479473114
WOLF (strong): th(656250.0000000003)=-1.3986036479473114; dx=1.0144625404245737E-7 evalInputDelta=0.03453446924686432
END: th(218750.00000000012)=-1.3918270580470562; dx=-1.7464344675361537E-7 evalInputDelta=0.027757879346609116
Fitness changed from -1.364069178700447 to -1.3986036479473114
Iteration 15 complete. Error: -1.3986036479473114 Total: 153.2093; Orientation: 0.2092; Line Search: 123.6454
Adding measurement 268d050c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.647e+02, gradient 6.799e-04, dot -0.293; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3986036479473114, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 268d050c to history. Total: 3
th(0)=-1.3986036479473114;dx=-4.622450430116624E-7
New Minimum: -1.3986036479473114 > -1.4447185434401035
WOLF (strong): th(471282.58844447485)=-1.4447185434401035; dx=6.480749588300462E-8 evalInputDelta=0.04611489549279213
END: th(235641.29422223743)=-1.4372062645852566; dx=-1.9407984676262148E-7 evalInputDelta=0.038602616637945175
Fitness changed from -1.3986036479473114 to -1.4447185434401035
Iteration 16 complete. Error: -1.4447185434401035 Total: 125.0525; Orientation: 0.2041; Line Search: 92.9507
Adding measurement 51d33264 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.165e+03, gradient 4.998e-04, dot -0.418; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4447185434401035, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 51d33264 to history. Total: 3
th(0)=-1.4447185434401035;dx=-2.4984772958678175E-7
New Minimum: -1.4447185434401035 > -1.480164296925068
END: th(507673.77867639804)=-1.480164296925068; dx=-3.4778214362714746E-8 evalInputDelta=0.03544575348496437
Fitness changed from -1.4447185434401035 to -1.480164296925068
Iteration 17 complete. Error: -1.480164296925068 Total: 93.2073; Orientation: 0.2034; Line Search: 61.9475
Adding measurement 10357af1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.074e+03, gradient 4.337e-04, dot -0.459; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.480164296925068, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 10357af1 to history. Total: 3
th(0)=-1.480164296925068;dx=-1.8813151616179925E-7
New Minimum: -1.480164296925068 > -1.512052085250616
WOLF (strong): th(1093750.0000000007)=-1.512052085250616; dx=6.765690623114714E-8 evalInputDelta=0.03188778832554817
New Minimum: -1.512052085250616 > -1.5136642381548882
END: th(546875.0000000003)=-1.5136642381548882; dx=-5.750025592498446E-8 evalInputDelta=0.03349994122982025
Fitness changed from -1.480164296925068 to -1.5136642381548882
Iteration 18 complete. Error: -1.5136642381548882 Total: 126.1904; Orientation: 0.2020; Line Search: 94.7709
Adding measurement 4554cb68 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.149e+03, gradient 4.084e-04, dot -0.487; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5136642381548882, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 4554cb68 to history. Total: 3
th(0)=-1.5136642381548882;dx=-1.6674994378159853E-7
New Minimum: -1.5136642381548882 > -1.5473898500204086
WOLF (strong): th(1178206.4711111872)=-1.5473898500204086; dx=3.89445036379279E-8 evalInputDelta=0.03372561186552048
END: th(589103.2355555936)=-1.5456477291882038; dx=-5.3669283543936133E-8 evalInputDelta=0.03198349103331566
Fitness changed from -1.5136642381548882 to -1.5473898500204086
Iteration 19 complete. Error: -1.5473898500204086 Total: 121.9311; Orientation: 0.1992; Line Search: 92.5551
Adding measurement 4a2d0826 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.253e+02, gradient 7.259e-04, dot -0.243; [83026102-7c80-4db8-aef6-c9a09bfd4c6b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5473898500204086, 1.4980723522603512, 2.043387208133936, 2.0883025862276554
LBFGS Accumulation History: 3 points
Removed measurement 4a2d0826 to history. Total: 3
th(0)=-1.5473898500204086;dx=-5.268788172572887E-7
Armijo: th(1269184.4466909952)=-1.362901121377945; dx=9.54031319444467E-7 evalInputDelta=-0.18448872864246368
New Minimum: -1.5473898500204086 > -1.575700718909502
WOLF (strong): th(634592.2233454976)=-1.575700718909502; dx=3.3023644105012045E-7 evalInputDelta=0.0283108688890934
New Minimum: -1.575700718909502 > -1.5873953327536583
END: th(211530.74111516587)=-1.5873953327536583; dx=-2.3101454816333917E-7 evalInputDelta=0.040005482733249664
Fitness changed from -1.5473898500204086 to -1.5873953327536583
Iteration 20 complete. Error: -1.5873953327536583 Total: 152.2621; Orientation: 0.2027; Line Search: 120.2287
Final threshold in iteration 21: -1.5873953327536583 (> -Infinity) after 2688.632s (< 5400.000s)
