Reset training subject: 535808629758500
Reset training subject: 535822409420500
Adding measurement 2ca2018e to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-0.48313749581575394;dx=-2.747445771047867E-7
New Minimum: -0.48313749581575394 > -0.48313888162374496
WOLFE (weak): th(2.154434690031884)=-0.48313888162374496; dx=-2.675596366917953E-7 evalInputDelta=1.385807991027832E-6
New Minimum: -0.48313888162374496 > -0.4831403121352196
END: th(4.308869380063768)=-0.4831403121352196; dx=-2.4199671646653285E-7 evalInputDelta=2.816319465637207E-6
Fitness changed from -0.48313749581575394 to -0.4831403121352196
Iteration 1 complete. Error: -0.4831403121352196 Total: 92.1345; Orientation: 0.0120; Line Search: 46.8773
Adding measurement 216ec5e4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.4831403121352196;dx=-3.104241810918627E-7
New Minimum: -0.4831403121352196 > -0.4831463471055031
WOLFE (weak): th(9.283177667225559)=-0.4831463471055031; dx=-3.0635872897042007E-7 evalInputDelta=6.034970283508301E-6
New Minimum: -0.4831463471055031 > -0.48315268754959106
WOLFE (weak): th(18.566355334451117)=-0.48315268754959106; dx=-3.1061532027375885E-7 evalInputDelta=1.2375414371490479E-5
New Minimum: -0.48315268754959106 > -0.48317718505859375
WOLFE (weak): th(55.69906600335335)=-0.48317718505859375; dx=-3.1065952302671803E-7 evalInputDelta=3.6872923374176025E-5
New Minimum: -0.48317718505859375 > -0.48328761011362076
WOLFE (weak): th(222.7962640134134)=-0.48328761011362076; dx=-3.090513437387417E-7 evalInputDelta=1.4729797840118408E-4
New Minimum: -0.48328761011362076 > -0.4838772565126419
WOLFE (weak): th(1113.981320067067)=-0.4838772565126419; dx=-3.076656126200379E-7 evalInputDelta=7.369443774223328E-4
New Minimum: -0.4838772565126419 > -0.48756004869937897
WOLFE (weak): th(6683.8879204024015)=-0.48756004869937897; dx=-3.0232865306615917E-7 evalInputDelta=0.004419736564159393
New Minimum: -0.48756004869937897 > -0.5139602571725845
WOLFE (weak): th(46787.215442816814)=-0.5139602571725845; dx=-3.075250462120267E-7 evalInputDelta=0.03081994503736496
New Minimum: -0.5139602571725845 > -0.7187569364905357
END: th(374297.7235425345)=-0.7187569364905357; dx=-2.746951979547131E-7 evalInputDelta=0.23561662435531616
Fitness changed from -0.4831403121352196 to -0.7187569364905357
Iteration 2 complete. Error: -0.7187569364905357 Total: 152.4843; Orientation: 0.0125; Line Search: 138.1047
Adding measurement 16b5f518 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.7187569364905357;dx=-2.673394547293042E-7
New Minimum: -0.7187569364905357 > -1.1215909123420715
END: th(806400.0000000001)=-1.1215909123420715; dx=-2.087270984124033E-7 evalInputDelta=0.4028339758515358
Fitness changed from -0.7187569364905357 to -1.1215909123420715
Iteration 3 complete. Error: -1.1215909123420715 Total: 45.2866; Orientation: 0.0109; Line Search: 30.1702
Adding measurement 2e1d15ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.844e+03, gradient 4.537e-04, dot -0.817; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1215909123420715, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 2e1d15ac to history. Total: 3
th(0)=-1.1215909123420715;dx=-1.9525614009551786E-7
New Minimum: -1.1215909123420715 > -1.6831581890583038
END: th(1737336.1340417115)=-1.6831581890583038; dx=-1.1731493791243997E-7 evalInputDelta=0.5615672767162323
Fitness changed from -1.1215909123420715 to -1.6831581890583038
Iteration 4 complete. Error: -1.6831581890583038 Total: 43.6799; Orientation: 0.1845; Line Search: 29.0869
Adding measurement 4f9dafdf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.778e+03, gradient 3.520e-04, dot -0.703; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6831581890583038, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 4f9dafdf to history. Total: 3
th(0)=-1.6831581890583038;dx=-1.159704297035428E-7
New Minimum: -1.6831581890583038 > -2.2492284327745438
END: th(3742977.235425346)=-2.2492284327745438; dx=-4.4772454545609104E-8 evalInputDelta=0.5660702437162399
Fitness changed from -1.6831581890583038 to -2.2492284327745438
Iteration 5 complete. Error: -2.2492284327745438 Total: 45.6878; Orientation: 0.1852; Line Search: 30.5448
Adding measurement 5d3f90ae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.178e+03, gradient 2.442e-04, dot -0.488; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2492284327745438, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 5d3f90ae to history. Total: 3
th(0)=-2.2492284327745438;dx=-5.7145679365132466E-8
New Minimum: -2.2492284327745438 > -2.722325101494789
END: th(8064000.000000003)=-2.722325101494789; dx=-1.297160014273162E-8 evalInputDelta=0.47309666872024536
Fitness changed from -2.2492284327745438 to -2.722325101494789
Iteration 6 complete. Error: -2.722325101494789 Total: 49.8830; Orientation: 0.1797; Line Search: 33.2683
Adding measurement 660eb09c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.899e+03, gradient 1.854e-04, dot -0.353; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.722325101494789, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 660eb09c to history. Total: 3
th(0)=-2.722325101494789;dx=-3.271409859118426E-8
New Minimum: -2.722325101494789 > -2.9031238928437233
WOLF (strong): th(1.7373361340417117E7)=-2.9031238928437233; dx=2.3722239707096027E-9 evalInputDelta=0.18079879134893417
New Minimum: -2.9031238928437233 > -2.934812881052494
END: th(8686680.670208558)=-2.934812881052494; dx=-3.3088708297041933E-9 evalInputDelta=0.21248777955770493
Fitness changed from -2.722325101494789 to -2.934812881052494
Iteration 7 complete. Error: -2.934812881052494 Total: 62.4649; Orientation: 0.1770; Line Search: 48.3279
Adding measurement 648a55d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.958e+02, gradient 1.750e-04, dot -0.188; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.934812881052494, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 648a55d4 to history. Total: 3
th(0)=-2.934812881052494;dx=-2.9356456403760722E-8
Armijo: th(1.871488617712673E7)=-2.768463872373104; dx=1.417972172131798E-8 evalInputDelta=-0.16634900867938995
New Minimum: -2.934812881052494 > -3.0370012670755386
WOLF (strong): th(9357443.088563366)=-3.0370012670755386; dx=7.0389260714714545E-9 evalInputDelta=0.10218838602304459
New Minimum: -3.0370012670755386 > -3.046735730022192
END: th(3119147.6961877886)=-3.046735730022192; dx=-9.397504332801819E-9 evalInputDelta=0.11192284896969795
Fitness changed from -2.934812881052494 to -3.046735730022192
Iteration 8 complete. Error: -3.046735730022192 Total: 74.8532; Orientation: 0.1748; Line Search: 58.2384
Adding measurement 501cbb8e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.394e+03, gradient 1.173e-04, dot -0.375; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.046735730022192, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 501cbb8e to history. Total: 3
th(0)=-3.046735730022192;dx=-1.1092744563241057E-8
New Minimum: -3.046735730022192 > -3.158389061689377
END: th(6720000.000000003)=-3.158389061689377; dx=-4.6430735456408716E-9 evalInputDelta=0.11165333166718483
Fitness changed from -3.046735730022192 to -3.158389061689377
Iteration 9 complete. Error: -3.158389061689377 Total: 43.4201; Orientation: 0.1718; Line Search: 28.3115
Adding measurement 3e1107a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.874e+02, gradient 1.215e-04, dot -0.274; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.158389061689377, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 3e1107a0 to history. Total: 3
th(0)=-3.158389061689377;dx=-1.3410876385522017E-8
Armijo: th(1.4477801117014265E7)=-3.1190446615219116; dx=1.0214687660761864E-8 evalInputDelta=-0.03934440016746521
New Minimum: -3.158389061689377 > -3.218901213258505
WOLF (strong): th(7238900.558507132)=-3.218901213258505; dx=3.631276255969687E-9 evalInputDelta=0.060512151569128036
END: th(2412966.8528357106)=-3.204972818493843; dx=-6.306599403299719E-9 evalInputDelta=0.04658375680446625
Fitness changed from -3.158389061689377 to -3.218901213258505
Iteration 10 complete. Error: -3.218901213258505 Total: 75.7329; Orientation: 0.1741; Line Search: 60.0913
Adding measurement 4bd67d58 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.580e+03, gradient 1.644e-04, dot -0.277; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.218901213258505, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 4bd67d58 to history. Total: 3
th(0)=-3.218901213258505;dx=-2.620651707601161E-8
New Minimum: -3.218901213258505 > -3.268199909478426
WOLF (strong): th(5198579.493646314)=-3.268199909478426; dx=9.801927547346719E-9 evalInputDelta=0.04929869621992111
New Minimum: -3.268199909478426 > -3.2881437242031097
END: th(2599289.746823157)=-3.2881437242031097; dx=-4.552365552952252E-9 evalInputDelta=0.06924251094460487
Fitness changed from -3.218901213258505 to -3.2881437242031097
Iteration 11 complete. Error: -3.2881437242031097 Total: 58.4990; Orientation: 0.1727; Line Search: 44.1478
Adding measurement 57ac3114 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.207e+03, gradient 7.862e-05, dot -0.469; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2881437242031097, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 57ac3114 to history. Total: 3
th(0)=-3.2881437242031097;dx=-4.776917358445014E-9
New Minimum: -3.2881437242031097 > -3.339888673275709
END: th(5600000.000000003)=-3.339888673275709; dx=-4.2896527659518985E-9 evalInputDelta=0.05174494907259941
Fitness changed from -3.2881437242031097 to -3.339888673275709
Iteration 12 complete. Error: -3.339888673275709 Total: 45.5119; Orientation: 0.1729; Line Search: 30.1429
Adding measurement 685d79d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.192e+03, gradient 7.401e-05, dot -0.476; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.339888673275709, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 685d79d4 to history. Total: 3
th(0)=-3.339888673275709;dx=-4.814230214857445E-9
New Minimum: -3.339888673275709 > -3.4237079210579395
END: th(1.2064834264178555E7)=-3.4237079210579395; dx=-3.0353570704614623E-9 evalInputDelta=0.08381924778223038
Fitness changed from -3.339888673275709 to -3.4237079210579395
Iteration 13 complete. Error: -3.4237079210579395 Total: 43.6149; Orientation: 0.1768; Line Search: 29.7072
Adding measurement 27a46697 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.182e+03, gradient 7.257e-05, dot -0.457; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4237079210579395, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 27a46697 to history. Total: 3
th(0)=-3.4237079210579395;dx=-4.919481551345802E-9
New Minimum: -3.4237079210579395 > -3.5071857795119286
END: th(2.5992897468231577E7)=-3.5071857795119286; dx=-7.938668184438184E-10 evalInputDelta=0.08347785845398903
Fitness changed from -3.4237079210579395 to -3.5071857795119286
Iteration 14 complete. Error: -3.5071857795119286 Total: 46.6588; Orientation: 0.1770; Line Search: 30.0626
Adding measurement 63598288 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.865e+02, gradient 1.240e-04, dot -0.152; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5071857795119286, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 63598288 to history. Total: 3
th(0)=-3.5071857795119286;dx=-1.4612025693167507E-8
Armijo: th(5.600000000000004E7)=-2.124997764825821; dx=1.1818000128158107E-8 evalInputDelta=-1.3821880146861076
Armijo: th(2.800000000000002E7)=-3.00931291654706; dx=1.5245089200800225E-8 evalInputDelta=-0.49787286296486855
New Minimum: -3.5071857795119286 > -3.520992200821638
WOLF (strong): th(9333333.33333334)=-3.520992200821638; dx=8.493292677364594E-9 evalInputDelta=0.013806421309709549
New Minimum: -3.520992200821638 > -3.5489130336791277
END: th(2333333.333333335)=-3.5489130336791277; dx=-5.868800154766822E-9 evalInputDelta=0.041727254167199135
Fitness changed from -3.5071857795119286 to -3.5489130336791277
Iteration 15 complete. Error: -3.5489130336791277 Total: 93.2788; Orientation: 0.2157; Line Search: 78.1180
Adding measurement 6fab709b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.832e+02, gradient 7.081e-05, dot -0.338; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5489130336791277, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 6fab709b to history. Total: 3
th(0)=-3.5489130336791277;dx=-4.064202641951163E-9
New Minimum: -3.5489130336791277 > -3.583666317164898
END: th(5027014.276741066)=-3.583666317164898; dx=-3.208493771403552E-9 evalInputDelta=0.034753283485770226
Fitness changed from -3.5489130336791277 to -3.583666317164898
Iteration 16 complete. Error: -3.583666317164898 Total: 46.9850; Orientation: 0.2014; Line Search: 30.0602
Adding measurement 5144f6ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.037e+03, gradient 5.794e-05, dot -0.426; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.583666317164898, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 5144f6ce to history. Total: 3
th(0)=-3.583666317164898;dx=-2.459042578436835E-9
New Minimum: -3.583666317164898 > -3.630664201453328
END: th(1.0830373945096493E7)=-3.630664201453328; dx=-1.9355657086157495E-9 evalInputDelta=0.046997884288430214
Fitness changed from -3.583666317164898 to -3.630664201453328
Iteration 17 complete. Error: -3.630664201453328 Total: 49.7548; Orientation: 0.1983; Line Search: 32.6804
Adding measurement 453d6966 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.065e+02, gradient 5.487e-05, dot -0.380; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.630664201453328, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 453d6966 to history. Total: 3
th(0)=-3.630664201453328;dx=-2.0595376692852223E-9
New Minimum: -3.630664201453328 > -3.7029778994619846
END: th(2.3333333333333354E7)=-3.7029778994619846; dx=-8.112204599634269E-10 evalInputDelta=0.0723136980086565
Fitness changed from -3.630664201453328 to -3.7029778994619846
Iteration 18 complete. Error: -3.7029778994619846 Total: 43.9276; Orientation: 0.1735; Line Search: 29.4433
Adding measurement 79a8c08e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.034e+03, gradient 6.214e-05, dot -0.354; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7029778994619846, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 79a8c08e to history. Total: 3
th(0)=-3.7029778994619846;dx=-3.6676555241743496E-9
Armijo: th(5.0270142767410666E7)=-3.4913690891116858; dx=3.0291208768745847E-9 evalInputDelta=-0.21160881035029888
Armijo: th(2.5135071383705333E7)=-3.671208307147026; dx=1.7985357278086981E-9 evalInputDelta=-0.03176959231495857
New Minimum: -3.7029778994619846 > -3.7235742807388306
END: th(8378357.127901778)=-3.7235742807388306; dx=-3.8133625589503984E-10 evalInputDelta=0.020596381276845932
Fitness changed from -3.7029778994619846 to -3.7235742807388306
Iteration 19 complete. Error: -3.7235742807388306 Total: 76.7961; Orientation: 0.1729; Line Search: 61.7595
Adding measurement 5a2c13e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.152e+02, gradient 6.713e-05, dot -0.270; [c166ff8e-70a5-4172-9918-831d51fb06f3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7235742807388306, -0.7187569364905357, -0.4831403121352196, -0.48313749581575394
LBFGS Accumulation History: 3 points
Removed measurement 5a2c13e to history. Total: 3
th(0)=-3.7235742807388306;dx=-3.5938620357145036E-9
Armijo: th(1.805062324182749E7)=-3.6585501860827208; dx=5.728721495115196E-9 evalInputDelta=-0.06502409465610981
New Minimum: -3.7235742807388306 > -3.731988850980997
WOLF (strong): th(9025311.620913746)=-3.731988850980997; dx=2.3304636553863426E-9 evalInputDelta=0.00841457024216652
New Minimum: -3.731988850980997 > -3.7382478527724743
END: th(3008437.2069712486)=-3.7382478527724743; dx=-1.5196638042237584E-9 evalInputDelta=0.014673572033643723
Fitness changed from -3.7235742807388306 to -3.7382478527724743
Iteration 20 complete. Error: -3.7382478527724743 Total: 79.9837; Orientation: 0.1890; Line Search: 64.1388
Final threshold in iteration 21: -3.7382478527724743 (> -Infinity) after 1270.638s (< 5400.000s)
