Reset training subject: 1502040640560900
Reset training subject: 1502071654917100
Adding measurement 2a79da3a to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=2.384229107916477;dx=-2.395249273904452E-6
New Minimum: 2.384229107916477 > 2.3842288409965007
WOLFE (weak): th(2.154434690031884)=2.3842288409965007; dx=-2.3947637422227306E-6 evalInputDelta=2.669199763438712E-7
New Minimum: 2.3842288409965007 > 2.384227721696225
WOLFE (weak): th(4.308869380063768)=2.384227721696225; dx=-2.3947714002637444E-6 evalInputDelta=1.386220251919923E-6
New Minimum: 2.384227721696225 > 2.384223619154601
WOLFE (weak): th(12.926608140191302)=2.384223619154601; dx=-2.394739590385006E-6 evalInputDelta=5.488761876115689E-6
New Minimum: 2.384223619154601 > 2.3842061701310127
WOLFE (weak): th(51.70643256076521)=2.3842061701310127; dx=-2.3949738399695423E-6 evalInputDelta=2.293778546436087E-5
New Minimum: 2.3842061701310127 > 2.384114177872069
WOLFE (weak): th(258.53216280382605)=2.384114177872069; dx=-2.3950515505752908E-6 evalInputDelta=1.149300444081014E-4
New Minimum: 2.384114177872069 > 2.3835398338426477
WOLFE (weak): th(1551.1929768229563)=2.3835398338426477; dx=-2.393089494228349E-6 evalInputDelta=6.89274073829349E-4
New Minimum: 2.3835398338426477 > 2.3794216947862066
WOLFE (weak): th(10858.350837760694)=2.3794216947862066; dx=-2.3747803246234763E-6 evalInputDelta=0.004807413130270444
New Minimum: 2.3794216947862066 > 2.3466797783964686
WOLFE (weak): th(86866.80670208555)=2.3466797783964686; dx=-2.246900682520834E-6 evalInputDelta=0.037549329520008445
New Minimum: 2.3466797783964686 > 2.171274761416871
END: th(781801.26031877)=2.171274761416871; dx=-5.323953568784267E-7 evalInputDelta=0.2129543464996062
Fitness changed from 2.384229107916477 to 2.171274761416871
Iteration 1 complete. Error: 2.171274761416871 Total: 388.5792; Orientation: 0.0779; Line Search: 297.0567
Iteration 1
Adding measurement 4a0c04ab to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.171274761416871;dx=-1.5147993214717978E-6
New Minimum: 2.171274761416871 > 2.065997784008141
END: th(1684339.7559414052)=2.065997784008141; dx=-3.1370882335881835E-8 evalInputDelta=0.10527697740872988
Fitness changed from 2.171274761416871 to 2.065997784008141
Iteration 2 complete. Error: 2.065997784008141 Total: 89.6259; Orientation: 0.0779; Line Search: 59.3258
Iteration 2
Adding measurement 7aa1fb0e to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.065997784008141;dx=-1.5295631289153064E-6
Armijo: th(3628800.0)=2.602093031425953; dx=1.907469373719127E-6 evalInputDelta=-0.536095247417812
New Minimum: 2.065997784008141 > 2.042909569623956
WOLF (strong): th(1814400.0)=2.042909569623956; dx=1.1247530555231687E-6 evalInputDelta=0.02308821438418507
New Minimum: 2.042909569623956 > 1.9506158248354646
END: th(604800.0)=1.9506158248354646; dx=-5.247884481054514E-7 evalInputDelta=0.11538195917267635
Fitness changed from 2.065997784008141 to 1.9506158248354646
Iteration 3 complete. Error: 1.9506158248354646 Total: 149.2667; Orientation: 0.0804; Line Search: 118.7753
Iteration 3
Adding measurement 35451ba6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.277e+03, gradient 7.860e-04, dot -0.857; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.384229107916477, 2.171274761416871, 2.065997784008141, 1.9506158248354646
LBFGS Accumulation History: 3 points
Removed measurement 2a79da3a to history. Total: 4
th(0)=1.9506158248354646;dx=-6.178433932162504E-7
New Minimum: 1.9506158248354646 > 1.8752226309111908
END: th(1303002.1005312833)=1.8752226309111908; dx=-1.785116850051364E-7 evalInputDelta=0.0753931939242738
Fitness changed from 1.9506158248354646 to 1.8752226309111908
Iteration 4 complete. Error: 1.8752226309111908 Total: 93.2358; Orientation: 2.3319; Line Search: 60.9997
Iteration 4
Adding measurement 237ee2e1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.998e+03, gradient 7.239e-04, dot -0.724; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.171274761416871, 2.065997784008141, 1.9506158248354646, 1.8752226309111908
LBFGS Accumulation History: 3 points
Removed measurement 4a0c04ab to history. Total: 4
th(0)=1.8752226309111908;dx=-5.240462923772832E-7
New Minimum: 1.8752226309111908 > 1.8657284528472846
WOLF (strong): th(2807232.9265690087)=1.8657284528472846; dx=2.6432690673133654E-7 evalInputDelta=0.009494178063906178
New Minimum: 1.8657284528472846 > 1.8129121576551004
WOLF (strong): th(1403616.4632845044)=1.8129121576551004; dx=1.1538144432187611E-8 evalInputDelta=0.062310473256090404
END: th(467872.15442816814)=1.8373045452462826; dx=-3.5708198080525866E-7 evalInputDelta=0.037918085664908174
Fitness changed from 1.8752226309111908 to 1.8129121576551004
Iteration 5 complete. Error: 1.8129121576551004 Total: 153.1426; Orientation: 2.4050; Line Search: 120.5167
Iteration 5
Adding measurement 5ec3689b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.912e+03, gradient 1.156e-03, dot -0.487; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.065997784008141, 1.9506158248354646, 1.8752226309111908, 1.8129121576551004
LBFGS Accumulation History: 3 points
Removed measurement 7aa1fb0e to history. Total: 4
th(0)=1.8129121576551004;dx=-1.3367305555717365E-6
New Minimum: 1.8129121576551004 > 1.7882947382795296
WOLF (strong): th(1008000.0000000001)=1.7882947382795296; dx=8.676947128448713E-8 evalInputDelta=0.024617419375570826
New Minimum: 1.7882947382795296 > 1.7794216788474422
WOLF (strong): th(504000.00000000006)=1.7794216788474422; dx=2.0707784236744345E-8 evalInputDelta=0.03349047880765821
END: th(168000.00000000003)=1.7879135874783698; dx=-4.806935403764609E-7 evalInputDelta=0.024998570176730572
Fitness changed from 1.8129121576551004 to 1.7794216788474422
Iteration 6 complete. Error: 1.7794216788474422 Total: 153.3758; Orientation: 2.3295; Line Search: 120.3408
Adding measurement 68cb8e52 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.140e+03, gradient 6.313e-04, dot -0.756; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9506158248354646, 1.8752226309111908, 1.8129121576551004, 1.7794216788474422
LBFGS Accumulation History: 3 points
Removed measurement 35451ba6 to history. Total: 4
th(0)=1.7794216788474422;dx=-3.9852867570543023E-7
New Minimum: 1.7794216788474422 > 1.757661510103705
END: th(361945.0279253565)=1.757661510103705; dx=-3.003500318724009E-7 evalInputDelta=0.021760168743737207
Fitness changed from 1.7794216788474422 to 1.757661510103705
Iteration 7 complete. Error: 1.757661510103705 Total: 93.9159; Orientation: 2.3356; Line Search: 60.9014
Adding measurement 48cd8e71 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.241e+03, gradient 5.205e-04, dot -0.961; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8752226309111908, 1.8129121576551004, 1.7794216788474422, 1.757661510103705
LBFGS Accumulation History: 3 points
Removed measurement 237ee2e1 to history. Total: 4
th(0)=1.757661510103705;dx=-2.7094897604030084E-7
New Minimum: 1.757661510103705 > 1.7251182602488055
END: th(779786.924046947)=1.7251182602488055; dx=-2.214263077786487E-7 evalInputDelta=0.032543249854899425
Fitness changed from 1.757661510103705 to 1.7251182602488055
Iteration 8 complete. Error: 1.7251182602488055 Total: 92.4055; Orientation: 2.3278; Line Search: 61.0233
Adding measurement 2ce3d95a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.369e+03, gradient 4.840e-04, dot -0.949; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8129121576551004, 1.7794216788474422, 1.757661510103705, 1.7251182602488055
LBFGS Accumulation History: 3 points
Removed measurement 5ec3689b to history. Total: 4
th(0)=1.7251182602488055;dx=-2.3428384916017395E-7
New Minimum: 1.7251182602488055 > 1.666950806001742
END: th(1680000.0000000005)=1.666950806001742; dx=-1.8246105239786322E-7 evalInputDelta=0.0581674542470636
Fitness changed from 1.7251182602488055 to 1.666950806001742
Iteration 9 complete. Error: 1.666950806001742 Total: 92.8303; Orientation: 2.3805; Line Search: 60.1957
Adding measurement 7da1ef46 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.964e+03, gradient 5.277e-04, dot -0.827; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7794216788474422, 1.757661510103705, 1.7251182602488055, 1.666950806001742
LBFGS Accumulation History: 3 points
Removed measurement 68cb8e52 to history. Total: 4
th(0)=1.666950806001742;dx=-2.784312694171444E-7
Armijo: th(3619450.2792535657)=1.756631361536531; dx=5.075772748731008E-7 evalInputDelta=-0.08968055553478904
New Minimum: 1.666950806001742 > 1.6445698152361474
WOLF (strong): th(1809725.1396267829)=1.6445698152361474; dx=1.292216865089037E-7 evalInputDelta=0.02238099076559452
END: th(603241.7132089277)=1.6447996148847441; dx=-1.53026994605367E-7 evalInputDelta=0.022151191116997815
Fitness changed from 1.666950806001742 to 1.6445698152361474
Iteration 10 complete. Error: 1.6445698152361474 Total: 153.4402; Orientation: 2.3109; Line Search: 121.4244
Iteration 10
Adding measurement 14980819 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.815e+03, gradient 1.390e-03, dot -0.326; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.757661510103705, 1.7251182602488055, 1.666950806001742, 1.6445698152361474
LBFGS Accumulation History: 3 points
Removed measurement 48cd8e71 to history. Total: 4
th(0)=1.6445698152361474;dx=-1.932168747814664E-6
Armijo: th(1299644.8734115786)=1.6803574221365156; dx=5.093409604504119E-7 evalInputDelta=-0.035787606900368196
New Minimum: 1.6445698152361474 > 1.615979576415062
WOLF (strong): th(649822.4367057893)=1.615979576415062; dx=4.6878417594885933E-7 evalInputDelta=0.028590238821085467
New Minimum: 1.615979576415062 > 1.6031211717029479
END: th(216607.47890192978)=1.6031211717029479; dx=-4.326252602266878E-7 evalInputDelta=0.04144864353319955
Fitness changed from 1.6445698152361474 to 1.6031211717029479
Iteration 11 complete. Error: 1.6031211717029479 Total: 152.4649; Orientation: 2.3118; Line Search: 120.1343
Adding measurement 6c3884f5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.779e+03, gradient 4.892e-04, dot -0.844; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7251182602488055, 1.666950806001742, 1.6445698152361474, 1.6031211717029479
LBFGS Accumulation History: 3 points
Removed measurement 2ce3d95a to history. Total: 4
th(0)=1.6031211717029479;dx=-2.3927442213839073E-7
New Minimum: 1.6031211717029479 > 1.5870570735952612
END: th(466666.66666666686)=1.5870570735952612; dx=-1.660543376837076E-7 evalInputDelta=0.01606409810768672
Fitness changed from 1.6031211717029479 to 1.5870570735952612
Iteration 12 complete. Error: 1.5870570735952612 Total: 91.6907; Orientation: 2.3158; Line Search: 59.6347
Adding measurement a1e578f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.077e+03, gradient 4.161e-04, dot -0.953; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.666950806001742, 1.6445698152361474, 1.6031211717029479, 1.5870570735952612
LBFGS Accumulation History: 3 points
Removed measurement 7da1ef46 to history. Total: 4
th(0)=1.5870570735952612;dx=-1.7317885953499362E-7
New Minimum: 1.5870570735952612 > 1.5590737596930622
WOLFE (weak): th(1005402.8553482129)=1.5590737596930622; dx=-1.58003532013511E-7 evalInputDelta=0.027983313902198992
New Minimum: 1.5590737596930622 > 1.5337552967474188
END: th(2010805.7106964258)=1.5337552967474188; dx=-1.4233823968794156E-7 evalInputDelta=0.05330177684784232
Fitness changed from 1.5870570735952612 to 1.5337552967474188
Iteration 13 complete. Error: 1.5337552967474188 Total: 122.7502; Orientation: 2.3354; Line Search: 90.0901
Adding measurement 5fd5d6d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.161e+03, gradient 4.715e-04, dot -0.801; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6445698152361474, 1.6031211717029479, 1.5870570735952612, 1.5337552967474188
LBFGS Accumulation History: 3 points
Removed measurement 14980819 to history. Total: 4
th(0)=1.5337552967474188;dx=-2.2230601731114131E-7
New Minimum: 1.5337552967474188 > 1.4906906517023313
END: th(4332149.578038596)=1.4906906517023313; dx=-5.11109702880643E-8 evalInputDelta=0.04306464504508756
Fitness changed from 1.5337552967474188 to 1.4906906517023313
Iteration 14 complete. Error: 1.4906906517023313 Total: 91.1895; Orientation: 2.3160; Line Search: 60.2294
Adding measurement 22f7bf36 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.118e+04, gradient 7.516e-04, dot -0.496; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6031211717029479, 1.5870570735952612, 1.5337552967474188, 1.4906906517023313
LBFGS Accumulation History: 3 points
Removed measurement 6c3884f5 to history. Total: 4
th(0)=1.4906906517023313;dx=-5.64904210662816E-7
Armijo: th(9333333.333333338)=4.055066736773705; dx=1.8634646247780345E-6 evalInputDelta=-2.564376085071374
Armijo: th(4666666.666666669)=2.2401892140204467; dx=2.0338937101546246E-6 evalInputDelta=-0.7494985623181154
New Minimum: 1.4906906517023313 > 1.4539081207994682
WOLF (strong): th(1555555.5555555562)=1.4539081207994682; dx=4.0010858057231267E-7 evalInputDelta=0.0367825309028631
END: th(388888.88888888905)=1.4568381715971093; dx=-3.911994451129876E-7 evalInputDelta=0.033852480105222016
Fitness changed from 1.4906906517023313 to 1.4539081207994682
Iteration 15 complete. Error: 1.4539081207994682 Total: 185.2039; Orientation: 2.3014; Line Search: 152.8014
Iteration 15
Adding measurement 3ba815ee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.598e+03, gradient 1.186e-03, dot -0.318; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5870570735952612, 1.5337552967474188, 1.4906906517023313, 1.4539081207994682
LBFGS Accumulation History: 3 points
Removed measurement a1e578f to history. Total: 4
th(0)=1.4539081207994682;dx=-1.4055730595077439E-6
New Minimum: 1.4539081207994682 > 1.4216357583183914
WOLF (strong): th(837835.7127901774)=1.4216357583183914; dx=4.303899201696302E-7 evalInputDelta=0.03227236248107679
New Minimum: 1.4216357583183914 > 1.4047076942435377
END: th(418917.8563950887)=1.4047076942435377; dx=-1.0279670996090806E-7 evalInputDelta=0.04920042655593049
Fitness changed from 1.4539081207994682 to 1.4047076942435377
Iteration 16 complete. Error: 1.4047076942435377 Total: 121.3441; Orientation: 2.3338; Line Search: 89.7212
Adding measurement 769f6023 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.126e+03, gradient 3.931e-04, dot -0.716; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5337552967474188, 1.4906906517023313, 1.4539081207994682, 1.4047076942435377
LBFGS Accumulation History: 3 points
Removed measurement 5fd5d6d1 to history. Total: 4
th(0)=1.4047076942435377;dx=-1.5450262887364584E-7
New Minimum: 1.4047076942435377 > 1.3827672231660582
END: th(902531.1620913742)=1.3827672231660582; dx=-1.326551881126611E-7 evalInputDelta=0.02194047107747954
Fitness changed from 1.4047076942435377 to 1.3827672231660582
Iteration 17 complete. Error: 1.3827672231660582 Total: 91.3425; Orientation: 2.3163; Line Search: 58.9254
Adding measurement 31921151 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.238e+03, gradient 3.626e-04, dot -0.983; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4906906517023313, 1.4539081207994682, 1.4047076942435377, 1.3827672231660582
LBFGS Accumulation History: 3 points
Removed measurement 22f7bf36 to history. Total: 4
th(0)=1.3827672231660582;dx=-1.3150642770473448E-7
New Minimum: 1.3827672231660582 > 1.3427513734338674
END: th(1944444.4444444457)=1.3427513734338674; dx=-1.1295410149177042E-7 evalInputDelta=0.040015849732190745
Fitness changed from 1.3827672231660582 to 1.3427513734338674
Iteration 18 complete. Error: 1.3427513734338674 Total: 90.6115; Orientation: 2.3251; Line Search: 58.7966
Adding measurement 5003c114 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.361e+03, gradient 3.496e-04, dot -0.948; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4539081207994682, 1.4047076942435377, 1.3827672231660582, 1.3427513734338674
LBFGS Accumulation History: 3 points
Removed measurement 3ba815ee to history. Total: 4
th(0)=1.3427513734338674;dx=-1.2223093970182863E-7
New Minimum: 1.3427513734338674 > 1.2911897368386043
END: th(4189178.563950888)=1.2911897368386043; dx=-2.5202564187744384E-8 evalInputDelta=0.05156163659526314
Fitness changed from 1.3427513734338674 to 1.2911897368386043
Iteration 19 complete. Error: 1.2911897368386043 Total: 94.6900; Orientation: 2.3298; Line Search: 61.8032
Adding measurement 43cf97a8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.104e+03, gradient 9.115e-04, dot -0.335; [776bddba-8b34-46fa-b53a-64151a2187f5 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4047076942435377, 1.3827672231660582, 1.3427513734338674, 1.2911897368386043
LBFGS Accumulation History: 3 points
Removed measurement 769f6023 to history. Total: 4
th(0)=1.2911897368386043;dx=-8.307864823610833E-7
Armijo: th(9025311.620913744)=1.6591540373698364; dx=8.647726808572431E-8 evalInputDelta=-0.3679643005312321
Armijo: th(4512655.810456872)=1.541326669431543; dx=2.2653822625724794E-7 evalInputDelta=-0.2501369325929388
Armijo: th(1504218.603485624)=1.3376247960344776; dx=4.653398271842893E-7 evalInputDelta=-0.04643505919587332
New Minimum: 1.2911897368386043 > 1.2649211851577802
END: th(376054.650871406)=1.2649211851577802; dx=-4.657288338729641E-8 evalInputDelta=0.026268551680824093
Fitness changed from 1.2911897368386043 to 1.2649211851577802
Iteration 20 complete. Error: 1.2649211851577802 Total: 182.6468; Orientation: 2.2992; Line Search: 149.8647
Iteration 20
Final threshold in iteration 21: 1.2649211851577802 (> -Infinity) after 2683.835s (< 5400.000s)