Reset training subject: 109822591194300
Reset training subject: 109831640975700
Adding measurement bfff686 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=3.2341212406754494;dx=-1.5455217878253705E-5
New Minimum: 3.2341212406754494 > 3.2341070137917995
END: th(2.154434690031884)=3.2341070137917995; dx=-1.3294319558923533E-5 evalInputDelta=1.422688364982605E-5
Fitness changed from 3.2341212406754494 to 3.2341070137917995
Iteration 1 complete. Error: 3.2341070137917995 Total: 44.0845; Orientation: 0.0036; Line Search: 17.3961
Adding measurement 46dd01f4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=3.2341070137917995;dx=-1.3294399920844086E-5
New Minimum: 3.2341070137917995 > 3.2340762577950954
WOLFE (weak): th(4.641588833612779)=3.2340762577950954; dx=-1.3293330974200711E-5 evalInputDelta=3.075599670410156E-5
New Minimum: 3.2340762577950954 > 3.234045408666134
WOLFE (weak): th(9.283177667225559)=3.234045408666134; dx=-1.3291149509645052E-5 evalInputDelta=6.160512566566467E-5
New Minimum: 3.234045408666134 > 3.2339217998087406
WOLFE (weak): th(27.849533001676676)=3.2339217998087406; dx=-1.329022123329807E-5 evalInputDelta=1.8521398305892944E-4
New Minimum: 3.2339217998087406 > 3.2333665527403355
WOLFE (weak): th(111.3981320067067)=3.2333665527403355; dx=-1.329399267272483E-5 evalInputDelta=7.404610514640808E-4
New Minimum: 3.2333665527403355 > 3.230403896421194
WOLFE (weak): th(556.9906600335335)=3.230403896421194; dx=-1.330078342608648E-5 evalInputDelta=0.0037031173706054688
New Minimum: 3.230403896421194 > 3.2118882685899734
WOLFE (weak): th(3341.9439602012008)=3.2118882685899734; dx=-1.3287438538877514E-5 evalInputDelta=0.022218745201826096
New Minimum: 3.2118882685899734 > 3.0799818001687527
WOLFE (weak): th(23393.607721408407)=3.0799818001687527; dx=-1.2999998570933219E-5 evalInputDelta=0.15412521362304688
New Minimum: 3.0799818001687527 > 2.263493213802576
END: th(187148.86177126726)=2.263493213802576; dx=-6.676897224250281E-6 evalInputDelta=0.9706137999892235
Fitness changed from 3.2341070137917995 to 2.263493213802576
Iteration 2 complete. Error: 2.263493213802576 Total: 85.8639; Orientation: 0.0032; Line Search: 77.4143
Adding measurement 5b06d8ab to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.263493213802576;dx=-8.131731202387595E-6
New Minimum: 2.263493213802576 > 1.3771815784275532
END: th(403200.00000000006)=1.3771815784275532; dx=-1.4827960947044752E-6 evalInputDelta=0.8863116353750229
Fitness changed from 2.263493213802576 to 1.3771815784275532
Iteration 3 complete. Error: 1.3771815784275532 Total: 25.8326; Orientation: 0.0035; Line Search: 17.0446
Adding measurement 3c6a4860 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.889e+02, gradient 2.376e-03, dot -0.185; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3771815784275532, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 3c6a4860 to history. Total: 3
th(0)=1.3771815784275532;dx=-5.646363508466976E-6
New Minimum: 1.3771815784275532 > 1.08182542771101
WOLF (strong): th(868668.0670208557)=1.08182542771101; dx=5.584826437036877E-7 evalInputDelta=0.2953561507165432
New Minimum: 1.08182542771101 > 1.0275393947958946
END: th(434334.03351042786)=1.0275393947958946; dx=-6.507475989026137E-8 evalInputDelta=0.34964218363165855
Fitness changed from 1.3771815784275532 to 1.0275393947958946
Iteration 4 complete. Error: 1.0275393947958946 Total: 34.9676; Orientation: 0.0606; Line Search: 26.2786
Adding measurement 6aaa1968 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.288e+03, gradient 2.411e-03, dot -0.339; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0275393947958946, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 6aaa1968 to history. Total: 3
th(0)=1.0275393947958946;dx=-5.814704414512384E-6
Armijo: th(935744.3088563365)=1.766051847487688; dx=4.1206549809488395E-6 evalInputDelta=-0.7385124526917934
New Minimum: 1.0275393947958946 > 0.8904752358794212
WOLF (strong): th(467872.15442816826)=0.8904752358794212; dx=2.8733314494067483E-6 evalInputDelta=0.1370641589164734
New Minimum: 0.8904752358794212 > 0.7312777638435364
END: th(155957.38480938942)=0.7312777638435364; dx=-1.764407813011135E-6 evalInputDelta=0.29626163095235825
Fitness changed from 1.0275393947958946 to 0.7312777638435364
Iteration 5 complete. Error: 0.7312777638435364 Total: 43.1540; Orientation: 0.0624; Line Search: 34.5046
Adding measurement 4ffbe51c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.178e+03, gradient 1.386e-03, dot -0.502; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7312777638435364, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 4ffbe51c to history. Total: 3
th(0)=0.7312777638435364;dx=-1.9200927980499004E-6
New Minimum: 0.7312777638435364 > 0.5097376108169556
END: th(336000.0000000001)=0.5097376108169556; dx=-8.026095348204591E-7 evalInputDelta=0.2215401530265808
Fitness changed from 0.7312777638435364 to 0.5097376108169556
Iteration 6 complete. Error: 0.5097376108169556 Total: 25.5236; Orientation: 0.0613; Line Search: 16.9232
Adding measurement 574917ef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.122e+03, gradient 1.242e-03, dot -0.486; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5097376108169556, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 574917ef to history. Total: 3
th(0)=0.5097376108169556;dx=-1.5432853602279986E-6
New Minimum: 0.5097376108169556 > 0.37814949452877045
WOLF (strong): th(723890.0558507132)=0.37814949452877045; dx=3.330386556429902E-7 evalInputDelta=0.13158811628818512
New Minimum: 0.37814949452877045 > 0.35765618458390236
END: th(361945.0279253566)=0.35765618458390236; dx=-2.3010352985903545E-7 evalInputDelta=0.1520814262330532
Fitness changed from 0.5097376108169556 to 0.35765618458390236
Iteration 7 complete. Error: 0.35765618458390236 Total: 34.7535; Orientation: 0.0615; Line Search: 26.3288
Adding measurement 1a5a5392 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.023e+03, gradient 1.518e-03, dot -0.338; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.35765618458390236, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 1a5a5392 to history. Total: 3
th(0)=0.35765618458390236;dx=-2.30384224493869E-6
Armijo: th(779786.9240469472)=0.6760958544909954; dx=1.9767175203444736E-6 evalInputDelta=-0.31843966990709305
New Minimum: 0.35765618458390236 > 0.332853090018034
WOLF (strong): th(389893.4620234736)=0.332853090018034; dx=1.3078370590351678E-6 evalInputDelta=0.024803094565868378
New Minimum: 0.332853090018034 > 0.2664876654744148
END: th(129964.48734115786)=0.2664876654744148; dx=-5.916089968979648E-7 evalInputDelta=0.09116851910948753
Fitness changed from 0.35765618458390236 to 0.2664876654744148
Iteration 8 complete. Error: 0.2664876654744148 Total: 43.0386; Orientation: 0.0925; Line Search: 34.3343
Adding measurement 5e23bc75 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.338e+03, gradient 9.592e-04, dot -0.630; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2664876654744148, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 5e23bc75 to history. Total: 3
th(0)=0.2664876654744148;dx=-9.200827368500176E-7
New Minimum: 0.2664876654744148 > 0.1618097424507141
END: th(280000.0000000001)=0.1618097424507141; dx=-5.9236635573111E-7 evalInputDelta=0.10467792302370071
Fitness changed from 0.2664876654744148 to 0.1618097424507141
Iteration 9 complete. Error: 0.1618097424507141 Total: 25.6527; Orientation: 0.0618; Line Search: 17.0175
Adding measurement 1b567e92 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.180e+03, gradient 9.498e-04, dot -0.547; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.1618097424507141, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 1b567e92 to history. Total: 3
th(0)=0.1618097424507141;dx=-9.020887711036082E-7
New Minimum: 0.1618097424507141 > 0.047454312443733215
WOLF (strong): th(603241.7132089278)=0.047454312443733215; dx=2.691200814996181E-9 evalInputDelta=0.1143554300069809
END: th(301620.8566044639)=0.07108908146619797; dx=-3.463964967749289E-7 evalInputDelta=0.09072066098451614
Fitness changed from 0.1618097424507141 to 0.047454312443733215
Iteration 10 complete. Error: 0.047454312443733215 Total: 34.6902; Orientation: 0.0612; Line Search: 26.1225
Adding measurement 113d4ec4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.508e+03, gradient 1.697e-03, dot -0.320; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.047454312443733215, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 113d4ec4 to history. Total: 3
th(0)=0.047454312443733215;dx=-2.881315623350814E-6
Armijo: th(649822.4367057894)=0.5846465453505516; dx=4.115789166007528E-6 evalInputDelta=-0.5371922329068184
New Minimum: 0.047454312443733215 > 0.02364984154701233
WOLF (strong): th(324911.2183528947)=0.02364984154701233; dx=2.2418811264388054E-6 evalInputDelta=0.023804470896720886
New Minimum: 0.02364984154701233 > -0.05779057741165161
END: th(108303.7394509649)=-0.05779057741165161; dx=-9.910643660583862E-7 evalInputDelta=0.10524488985538483
Fitness changed from 0.047454312443733215 to -0.05779057741165161
Iteration 11 complete. Error: -0.05779057741165161 Total: 43.2668; Orientation: 0.0621; Line Search: 34.4882
Adding measurement 3f84b224 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.430e+03, gradient 8.302e-04, dot -0.618; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.05779057741165161, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 3f84b224 to history. Total: 3
th(0)=-0.05779057741165161;dx=-6.89214666740819E-7
New Minimum: -0.05779057741165161 > -0.12257817387580872
END: th(233333.3333333335)=-0.12257817387580872; dx=-4.2667342820420984E-7 evalInputDelta=0.0647875964641571
Fitness changed from -0.05779057741165161 to -0.12257817387580872
Iteration 12 complete. Error: -0.12257817387580872 Total: 25.6887; Orientation: 0.0605; Line Search: 17.1176
Adding measurement 6aa8b36b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.299e+03, gradient 7.773e-04, dot -0.594; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.12257817387580872, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 6aa8b36b to history. Total: 3
th(0)=-0.12257817387580872;dx=-6.041951563464703E-7
New Minimum: -0.12257817387580872 > -0.218855619430542
END: th(502701.42767410656)=-0.218855619430542; dx=-2.0309652144002027E-7 evalInputDelta=0.09627744555473328
Fitness changed from -0.12257817387580872 to -0.218855619430542
Iteration 13 complete. Error: -0.218855619430542 Total: 26.2504; Orientation: 0.0606; Line Search: 17.6388
Adding measurement 310ef1a2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.614e+03, gradient 1.097e-03, dot -0.453; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.218855619430542, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 310ef1a2 to history. Total: 3
th(0)=-0.218855619430542;dx=-1.2031957532459842E-6
Armijo: th(1083037.3945096491)=0.5061769858002663; dx=2.7183864853223525E-6 evalInputDelta=-0.7250326052308083
Armijo: th(541518.6972548246)=-0.12489768490195274; dx=1.658741682009674E-6 evalInputDelta=-0.09395793452858925
New Minimum: -0.218855619430542 > -0.27798912301659584
END: th(180506.23241827486)=-0.27798912301659584; dx=-1.083141452078689E-7 evalInputDelta=0.05913350358605385
Fitness changed from -0.218855619430542 to -0.27798912301659584
Iteration 14 complete. Error: -0.27798912301659584 Total: 43.0679; Orientation: 0.0610; Line Search: 34.4465
Adding measurement 204c8d16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.322e+03, gradient 7.684e-04, dot -0.545; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.27798912301659584, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 204c8d16 to history. Total: 3
th(0)=-0.27798912301659584;dx=-5.903643474985177E-7
New Minimum: -0.27798912301659584 > -0.3382585234940052
END: th(388888.88888888917)=-0.3382585234940052; dx=-6.59505092435046E-8 evalInputDelta=0.06026940047740936
Fitness changed from -0.27798912301659584 to -0.3382585234940052
Iteration 15 complete. Error: -0.3382585234940052 Total: 25.3495; Orientation: 0.0608; Line Search: 16.8010
Adding measurement 596b6bee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.706e+03, gradient 1.047e-03, dot -0.456; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3382585234940052, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 596b6bee to history. Total: 3
th(0)=-0.3382585234940052;dx=-1.0971427637972779E-6
Armijo: th(837835.7127901777)=0.053737930953502655; dx=2.400129902821971E-6 evalInputDelta=-0.39199645444750786
Armijo: th(418917.85639508883)=-0.3279290273785591; dx=1.089220577402123E-6 evalInputDelta=-0.01032949611544609
New Minimum: -0.3382585234940052 > -0.38695715367794037
END: th(139639.28546502962)=-0.38695715367794037; dx=-3.018689135744458E-7 evalInputDelta=0.048698630183935165
Fitness changed from -0.3382585234940052 to -0.38695715367794037
Iteration 16 complete. Error: -0.38695715367794037 Total: 43.8046; Orientation: 0.0610; Line Search: 34.9904
Adding measurement 4add3d9b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.493e+03, gradient 6.315e-04, dot -0.675; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.38695715367794037, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 4add3d9b to history. Total: 3
th(0)=-0.38695715367794037;dx=-3.98741805694545E-7
New Minimum: -0.38695715367794037 > -0.4412096254527569
END: th(300843.72069712484)=-0.4412096254527569; dx=-3.2799167111350627E-7 evalInputDelta=0.05425247177481651
Fitness changed from -0.38695715367794037 to -0.4412096254527569
Iteration 17 complete. Error: -0.4412096254527569 Total: 25.8295; Orientation: 0.0617; Line Search: 17.3528
Adding measurement 77e2e668 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.586e+03, gradient 6.246e-04, dot -0.687; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4412096254527569, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 77e2e668 to history. Total: 3
th(0)=-0.4412096254527569;dx=-3.9006382667466703E-7
New Minimum: -0.4412096254527569 > -0.5340049378573895
END: th(648148.1481481488)=-0.5340049378573895; dx=-2.0723764406788156E-7 evalInputDelta=0.09279531240463257
Fitness changed from -0.4412096254527569 to -0.5340049378573895
Iteration 18 complete. Error: -0.5340049378573895 Total: 25.8114; Orientation: 0.0605; Line Search: 17.1821
Adding measurement 2591a0cd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.346e+03, gradient 8.610e-04, dot -0.408; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5340049378573895, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement 2591a0cd to history. Total: 3
th(0)=-0.5340049378573895;dx=-7.412707588310949E-7
Armijo: th(1396392.8546502965)=-0.11977620795369148; dx=1.1157748950753189E-6 evalInputDelta=-0.41422872990369797
Armijo: th(698196.4273251483)=-0.4695839323103428; dx=7.925006344745702E-7 evalInputDelta=-0.06442100554704666
New Minimum: -0.5340049378573895 > -0.5753458216786385
END: th(232732.14244171607)=-0.5753458216786385; dx=-1.0737762043792487E-8 evalInputDelta=0.04134088382124901
Fitness changed from -0.5340049378573895 to -0.5753458216786385
Iteration 19 complete. Error: -0.5753458216786385 Total: 43.2874; Orientation: 0.1249; Line Search: 34.5037
Adding measurement ecd629f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.826e+03, gradient 7.789e-04, dot -0.552; [a31f89e1-5854-4a1e-9dda-34d9186a2db9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5753458216786385, 2.263493213802576, 3.2341070137917995, 3.2341212406754494
LBFGS Accumulation History: 3 points
Removed measurement ecd629f to history. Total: 3
th(0)=-0.5753458216786385;dx=-6.066992238212792E-7
New Minimum: -0.5753458216786385 > -0.5846246592700481
WOLF (strong): th(501406.2011618748)=-0.5846246592700481; dx=4.88200260151104E-7 evalInputDelta=0.009278837591409683
New Minimum: -0.5846246592700481 > -0.6143697425723076
END: th(250703.1005809374)=-0.6143697425723076; dx=-2.4027318763165114E-8 evalInputDelta=0.03902392089366913
Fitness changed from -0.5753458216786385 to -0.6143697425723076
Iteration 20 complete. Error: -0.6143697425723076 Total: 34.4600; Orientation: 0.0614; Line Search: 25.9779
Final threshold in iteration 21: -0.6143697425723076 (> -Infinity) after 734.378s (< 5400.000s)
