Reset training subject: 5155392289116
Reset training subject: 5167725505491
Adding measurement 5679c9d8 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=7.579425986856222;dx=-2.9476079780292402E-5
New Minimum: 7.579425986856222 > 7.579394776374102
WOLFE (weak): th(2.154434690031884)=7.579394776374102; dx=-2.891612505983255E-5 evalInputDelta=3.1210482120513916E-5
New Minimum: 7.579394776374102 > 7.579363605007529
WOLFE (weak): th(4.308869380063768)=7.579363605007529; dx=-2.8913987791334306E-5 evalInputDelta=6.238184869289398E-5
New Minimum: 7.579363605007529 > 7.579239217564464
WOLFE (weak): th(12.926608140191302)=7.579239217564464; dx=-2.8906776797888235E-5 evalInputDelta=1.867692917585373E-4
New Minimum: 7.579239217564464 > 7.578678926452994
WOLFE (weak): th(51.70643256076521)=7.578678926452994; dx=-2.8888538797799733E-5 evalInputDelta=7.470604032278061E-4
New Minimum: 7.578678926452994 > 7.575697520747781
WOLFE (weak): th(258.53216280382605)=7.575697520747781; dx=-2.8760685440666952E-5 evalInputDelta=0.003728466108441353
New Minimum: 7.575697520747781 > 7.557347880676389
WOLFE (weak): th(1551.1929768229563)=7.557347880676389; dx=-2.805420957045753E-5 evalInputDelta=0.022078106179833412
New Minimum: 7.557347880676389 > 7.436730071902275
END: th(10858.350837760694)=7.436730071902275; dx=-2.3759508704703193E-5 evalInputDelta=0.14269591495394707
Fitness changed from 7.579425986856222 to 7.436730071902275
Iteration 1 complete. Error: 7.436730071902275 Total: 134.5734; Orientation: 0.0063; Line Search: 97.8775
Adding measurement 77e3f68d to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.436730071902275;dx=-2.043594250870802E-5
New Minimum: 7.436730071902275 > 7.227443492040038
END: th(23393.607721408407)=7.227443492040038; dx=-1.5495392331305752E-5 evalInputDelta=0.20928657986223698
Fitness changed from 7.436730071902275 to 7.227443492040038
Iteration 2 complete. Error: 7.227443492040038 Total: 36.4688; Orientation: 0.0058; Line Search: 24.2967
Adding measurement 4b07f4ae to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.227443492040038;dx=-1.3317312221395957E-5
New Minimum: 7.227443492040038 > 6.936125565320253
END: th(50400.00000000001)=6.936125565320253; dx=-9.841962706553191E-6 evalInputDelta=0.29131792671978474
Fitness changed from 7.227443492040038 to 6.936125565320253
Iteration 3 complete. Error: 6.936125565320253 Total: 36.5107; Orientation: 0.0056; Line Search: 24.2992
Adding measurement 7d5a1144 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.632e+02, gradient 2.964e-03, dot -0.964; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.936125565320253, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 7d5a1144 to history. Total: 3
th(0)=6.936125565320253;dx=-8.783754926871996E-6
New Minimum: 6.936125565320253 > 6.536495059728622
END: th(108583.50837760697)=6.536495059728622; dx=-5.894872899558217E-6 evalInputDelta=0.39963050559163094
Fitness changed from 6.936125565320253 to 6.536495059728622
Iteration 4 complete. Error: 6.536495059728622 Total: 37.5242; Orientation: 0.2446; Line Search: 25.0863
Adding measurement 86c8200 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.198e+02, gradient 2.417e-03, dot -0.865; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.536495059728622, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 86c8200 to history. Total: 3
th(0)=6.536495059728622;dx=-5.840173033771205E-6
New Minimum: 6.536495059728622 > 6.041161127388477
END: th(233936.07721408413)=6.041161127388477; dx=-2.833879329444605E-6 evalInputDelta=0.4953339323401451
Fitness changed from 6.536495059728622 to 6.041161127388477
Iteration 5 complete. Error: 6.041161127388477 Total: 36.7083; Orientation: 0.1500; Line Search: 24.3292
Adding measurement 6257c808 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.984e+02, gradient 2.429e-03, dot -0.626; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.041161127388477, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 6257c808 to history. Total: 3
th(0)=6.041161127388477;dx=-5.898977505372331E-6
New Minimum: 6.041161127388477 > 5.893215360119939
WOLF (strong): th(504000.0000000002)=5.893215360119939; dx=2.707586576745642E-7 evalInputDelta=0.14794576726853848
New Minimum: 5.893215360119939 > 5.858355864882469
WOLF (strong): th(252000.0000000001)=5.858355864882469; dx=2.7174239623959177E-7 evalInputDelta=0.18280526250600815
END: th(84000.00000000003)=5.879231382161379; dx=-1.620881079691076E-6 evalInputDelta=0.16192974522709846
Fitness changed from 6.041161127388477 to 5.858355864882469
Iteration 6 complete. Error: 5.858355864882469 Total: 61.1005; Orientation: 0.1508; Line Search: 48.7865
Adding measurement 7569a683 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.134e+02, gradient 2.940e-03, dot -0.412; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.858355864882469, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 7569a683 to history. Total: 3
th(0)=5.858355864882469;dx=-8.642989335727416E-6
New Minimum: 5.858355864882469 > 5.57135302759707
WOLF (strong): th(180972.5139626783)=5.57135302759707; dx=1.5360118944487413E-6 evalInputDelta=0.28700283728539944
END: th(90486.25698133915)=5.5860337279737; dx=-2.8507043518177865E-6 evalInputDelta=0.2723221369087696
Fitness changed from 5.858355864882469 to 5.57135302759707
Iteration 7 complete. Error: 5.57135302759707 Total: 48.7952; Orientation: 0.1524; Line Search: 36.4503
Adding measurement 1c14d1e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.612e+02, gradient 2.595e-03, dot -0.427; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.57135302759707, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 1c14d1e to history. Total: 3
th(0)=5.57135302759707;dx=-6.735611056121745E-6
New Minimum: 5.57135302759707 > 5.347895510494709
WOLF (strong): th(194946.7310117368)=5.347895510494709; dx=1.8651742500169952E-6 evalInputDelta=0.22345751710236073
New Minimum: 5.347895510494709 > 5.342436835169792
END: th(97473.3655058684)=5.342436835169792; dx=-2.2178020781399666E-6 evalInputDelta=0.22891619242727757
Fitness changed from 5.57135302759707 to 5.342436835169792
Iteration 8 complete. Error: 5.342436835169792 Total: 49.7467; Orientation: 0.1812; Line Search: 36.4610
Adding measurement 20c0eece to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.119e+02, gradient 1.778e-03, dot -0.599; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.342436835169792, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 20c0eece to history. Total: 3
th(0)=5.342436835169792;dx=-3.160264457525612E-6
New Minimum: 5.342436835169792 > 5.197762593626976
WOLF (strong): th(210000.0000000001)=5.197762593626976; dx=1.2255411704179504E-7 evalInputDelta=0.14467424154281616
END: th(105000.00000000004)=5.224200615659356; dx=-1.2740248360162062E-6 evalInputDelta=0.11823621951043606
Fitness changed from 5.342436835169792 to 5.197762593626976
Iteration 9 complete. Error: 5.197762593626976 Total: 49.2069; Orientation: 0.3036; Line Search: 36.7319
Adding measurement 7bc0a64f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.041e+03, gradient 2.400e-03, dot -0.445; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.197762593626976, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 7bc0a64f to history. Total: 3
th(0)=5.197762593626976;dx=-5.760251794234157E-6
New Minimum: 5.197762593626976 > 5.187464587390423
WOLF (strong): th(226215.6424533479)=5.187464587390423; dx=2.413384931333988E-6 evalInputDelta=0.010298006236553192
New Minimum: 5.187464587390423 > 5.072878977283835
WOLF (strong): th(113107.82122667394)=5.072878977283835; dx=1.1155804763506315E-6 evalInputDelta=0.1248836163431406
END: th(37702.60707555798)=5.108328634873033; dx=-3.592242681821684E-6 evalInputDelta=0.08943395875394344
Fitness changed from 5.197762593626976 to 5.072878977283835
Iteration 10 complete. Error: 5.072878977283835 Total: 60.8876; Orientation: 0.1565; Line Search: 48.5509
Adding measurement 48b8344b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.034e+03, gradient 1.928e-03, dot -0.506; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.072878977283835, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 48b8344b to history. Total: 3
th(0)=5.072878977283835;dx=-3.7176390808669735E-6
New Minimum: 5.072878977283835 > 4.975664822384715
END: th(81227.80458822366)=4.975664822384715; dx=-6.960534772010176E-7 evalInputDelta=0.09721415489912033
Fitness changed from 5.072878977283835 to 4.975664822384715
Iteration 11 complete. Error: 4.975664822384715 Total: 37.6689; Orientation: 0.3126; Line Search: 25.1684
Adding measurement 34d26f95 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.144e+03, gradient 1.418e-03, dot -0.667; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.975664822384715, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 34d26f95 to history. Total: 3
th(0)=4.975664822384715;dx=-2.010347588494047E-6
New Minimum: 4.975664822384715 > 4.892246872186661
END: th(175000.0000000001)=4.892246872186661; dx=-2.3513543213226443E-7 evalInputDelta=0.08341795019805431
Fitness changed from 4.975664822384715 to 4.892246872186661
Iteration 12 complete. Error: 4.892246872186661 Total: 36.6649; Orientation: 0.1544; Line Search: 24.3372
Adding measurement 4239fe6c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.183e+03, gradient 1.967e-03, dot -0.477; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.892246872186661, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 4239fe6c to history. Total: 3
th(0)=4.892246872186661;dx=-3.869161928944549E-6
Armijo: th(377026.07075557986)=5.062582878395915; dx=1.6515223054905745E-6 evalInputDelta=-0.17033600620925426
New Minimum: 4.892246872186661 > 4.883814461529255
WOLF (strong): th(188513.03537778993)=4.883814461529255; dx=1.936261971395742E-6 evalInputDelta=0.008432410657405853
New Minimum: 4.883814461529255 > 4.810466654598713
END: th(62837.67845926331)=4.810466654598713; dx=-8.838999842269996E-7 evalInputDelta=0.08178021758794785
Fitness changed from 4.892246872186661 to 4.810466654598713
Iteration 13 complete. Error: 4.810466654598713 Total: 61.1991; Orientation: 0.2735; Line Search: 48.7631
Adding measurement 4c2cc4d6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.228e+03, gradient 1.284e-03, dot -0.688; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.810466654598713, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 4c2cc4d6 to history. Total: 3
th(0)=4.810466654598713;dx=-1.6493291433468324E-6
New Minimum: 4.810466654598713 > 4.745995096862316
END: th(135379.67431370614)=4.745995096862316; dx=-4.492365440451681E-7 evalInputDelta=0.06447155773639679
Fitness changed from 4.810466654598713 to 4.745995096862316
Iteration 14 complete. Error: 4.745995096862316 Total: 37.0439; Orientation: 0.4220; Line Search: 24.4371
Adding measurement 12240952 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.269e+03, gradient 1.712e-03, dot -0.515; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.745995096862316, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 12240952 to history. Total: 3
th(0)=4.745995096862316;dx=-2.9321206904283523E-6
Armijo: th(291666.66666666686)=4.798333065584302; dx=1.0707156822587464E-6 evalInputDelta=-0.05233796872198582
New Minimum: 4.745995096862316 > 4.720089245587587
WOLF (strong): th(145833.33333333343)=4.720089245587587; dx=1.012039618171233E-6 evalInputDelta=0.025905851274728775
New Minimum: 4.720089245587587 > 4.6967760138213634
END: th(48611.111111111146)=4.6967760138213634; dx=-8.135864198700332E-7 evalInputDelta=0.04921908304095268
Fitness changed from 4.745995096862316 to 4.6967760138213634
Iteration 15 complete. Error: 4.6967760138213634 Total: 61.9338; Orientation: 0.2899; Line Search: 49.4335
Adding measurement 33b2d9dd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.295e+03, gradient 1.160e-03, dot -0.729; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.6967760138213634, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 33b2d9dd to history. Total: 3
th(0)=4.6967760138213634;dx=-1.3459226001127671E-6
New Minimum: 4.6967760138213634 > 4.642454272136092
END: th(104729.46409877221)=4.642454272136092; dx=-7.832565765250306E-7 evalInputDelta=0.05432174168527126
Fitness changed from 4.6967760138213634 to 4.642454272136092
Iteration 16 complete. Error: 4.642454272136092 Total: 36.7356; Orientation: 0.1713; Line Search: 24.2766
Adding measurement c3644fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.337e+03, gradient 1.351e-03, dot -0.620; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.642454272136092, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement c3644fe to history. Total: 3
th(0)=4.642454272136092;dx=-1.825639411571275E-6
New Minimum: 4.642454272136092 > 4.6174979619681835
WOLF (strong): th(225632.7905228436)=4.6174979619681835; dx=3.650500075146059E-7 evalInputDelta=0.02495631016790867
New Minimum: 4.6174979619681835 > 4.604304548352957
WOLF (strong): th(112816.3952614218)=4.604304548352957; dx=4.593127786046582E-8 evalInputDelta=0.038149723783135414
END: th(37605.4650871406)=4.61619845405221; dx=-9.362212817820742E-7 evalInputDelta=0.026255818083882332
Fitness changed from 4.642454272136092 to 4.604304548352957
Iteration 17 complete. Error: 4.604304548352957 Total: 60.9632; Orientation: 0.1997; Line Search: 48.5738
Adding measurement 46c34d00 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.373e+03, gradient 1.714e-03, dot -0.491; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.604304548352957, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 46c34d00 to history. Total: 3
th(0)=4.604304548352957;dx=-2.9381935226222546E-6
New Minimum: 4.604304548352957 > 4.549798106774688
WOLF (strong): th(81018.51851851858)=4.549798106774688; dx=5.829163035682986E-7 evalInputDelta=0.054506441578269005
END: th(40509.25925925929)=4.557109808549285; dx=-1.512316898733788E-6 evalInputDelta=0.04719473980367184
Fitness changed from 4.604304548352957 to 4.549798106774688
Iteration 18 complete. Error: 4.549798106774688 Total: 49.8504; Orientation: 0.2734; Line Search: 37.2940
Adding measurement 391622b7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.378e+03, gradient 1.575e-03, dot -0.516; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.549798106774688, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 391622b7 to history. Total: 3
th(0)=4.549798106774688;dx=-2.4818298203362855E-6
New Minimum: 4.549798106774688 > 4.514707962051034
WOLF (strong): th(87274.55341564352)=4.514707962051034; dx=6.110891686811537E-7 evalInputDelta=0.03509014472365379
New Minimum: 4.514707962051034 > 4.513461677357554
END: th(43637.27670782176)=4.513461677357554; dx=-7.025865420451002E-7 evalInputDelta=0.03633642941713333
Fitness changed from 4.549798106774688 to 4.513461677357554
Iteration 19 complete. Error: 4.513461677357554 Total: 49.1641; Orientation: 0.1549; Line Search: 36.8193
Adding measurement 2e208fc1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.396e+03, gradient 1.061e-03, dot -0.739; [76fb9c0d-8e31-4c3e-a8d5-4106a29f16a4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.513461677357554, 7.227443492040038, 7.436730071902275, 7.579425986856222
LBFGS Accumulation History: 3 points
Removed measurement 2e208fc1 to history. Total: 3
th(0)=4.513461677357554;dx=-1.126320322910264E-6
New Minimum: 4.513461677357554 > 4.469830568879843
END: th(94013.66271785152)=4.469830568879843; dx=-7.445907235853575E-7 evalInputDelta=0.04363110847771168
Fitness changed from 4.513461677357554 to 4.469830568879843
Iteration 20 complete. Error: 4.469830568879843 Total: 36.5990; Orientation: 0.1488; Line Search: 24.2911
Final threshold in iteration 21: 4.469830568879843 (> -Infinity) after 1019.345s (< 5400.000s)
