Reset training subject: 21492131733412
Reset training subject: 21546063411949
Adding measurement 7f68b039 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=11.296970203518867;dx=-3.465285287250403E-5
New Minimum: 11.296970203518867 > 11.296888910233974
WOLFE (weak): th(2.154434690031884)=11.296888910233974; dx=-3.462690595447032E-5 evalInputDelta=8.129328489303589E-5
New Minimum: 11.296888910233974 > 11.296810649335384
WOLFE (weak): th(4.308869380063768)=11.296810649335384; dx=-3.46295299719712E-5 evalInputDelta=1.5955418348312378E-4
New Minimum: 11.296810649335384 > 11.29649168625474
WOLFE (weak): th(12.926608140191302)=11.29649168625474; dx=-3.4623978879938584E-5 evalInputDelta=4.785172641277313E-4
New Minimum: 11.29649168625474 > 11.29505917429924
WOLFE (weak): th(51.70643256076521)=11.29505917429924; dx=-3.461120599938789E-5 evalInputDelta=0.0019110292196273804
New Minimum: 11.29505917429924 > 11.287425223737955
WOLFE (weak): th(258.53216280382605)=11.287425223737955; dx=-3.4554711431714255E-5 evalInputDelta=0.0095449797809124
New Minimum: 11.287425223737955 > 11.239979598671198
WOLFE (weak): th(1551.1929768229563)=11.239979598671198; dx=-3.4220027932107386E-5 evalInputDelta=0.0569906048476696
New Minimum: 11.239979598671198 > 10.913141023367643
WOLFE (weak): th(10858.350837760694)=10.913141023367643; dx=-3.159083951755972E-5 evalInputDelta=0.38382918015122414
New Minimum: 10.913141023367643 > 9.18065045773983
END: th(86866.80670208555)=9.18065045773983; dx=-1.2684646502009705E-5 evalInputDelta=2.1163197457790375
Fitness changed from 11.296970203518867 to 9.18065045773983
Iteration 1 complete. Error: 9.18065045773983 Total: 653.2712; Orientation: 0.1234; Line Search: 490.1559
Adding measurement 36250bb5 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.18065045773983;dx=-1.127514587239803E-5
New Minimum: 9.18065045773983 > 7.774530820548534
END: th(187148.86177126726)=7.774530820548534; dx=-3.6062973534775806E-6 evalInputDelta=1.4061196371912956
Fitness changed from 9.18065045773983 to 7.774530820548534
Iteration 2 complete. Error: 7.774530820548534 Total: 163.9130; Orientation: 0.1603; Line Search: 109.1850
Adding measurement 6331ddaa to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.774530820548534;dx=-5.84960258802903E-6
New Minimum: 7.774530820548534 > 6.852176707237959
END: th(403200.00000000006)=6.852176707237959; dx=-8.377562077784758E-8 evalInputDelta=0.9223541133105755
Fitness changed from 7.774530820548534 to 6.852176707237959
Iteration 3 complete. Error: 6.852176707237959 Total: 163.7093; Orientation: 0.1230; Line Search: 108.9139
Adding measurement 1397eb1b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.456e+02, gradient 2.675e-03, dot -0.530; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.852176707237959, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 1397eb1b to history. Total: 3
th(0)=6.852176707237959;dx=-7.1520910548249614E-6
Armijo: th(868668.0670208557)=8.48588353395462; dx=3.625637776373547E-6 evalInputDelta=-1.6337068267166615
New Minimum: 6.852176707237959 > 6.763697426766157
WOLF (strong): th(434334.03351042786)=6.763697426766157; dx=3.1587606278665513E-6 evalInputDelta=0.08847928047180176
New Minimum: 6.763697426766157 > 6.244767852127552
END: th(144778.01117014262)=6.244767852127552; dx=-1.159504853871617E-6 evalInputDelta=0.6074088551104069
Fitness changed from 6.852176707237959 to 6.244767852127552
Iteration 4 complete. Error: 6.244767852127552 Total: 276.2529; Orientation: 3.3285; Line Search: 217.8973
Adding measurement 32061579 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.435e+02, gradient 1.715e-03, dot -0.588; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.244767852127552, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 32061579 to history. Total: 3
th(0)=6.244767852127552;dx=-2.9391709695657606E-6
New Minimum: 6.244767852127552 > 5.839405082166195
WOLF (strong): th(311914.76961877884)=5.839405082166195; dx=4.417362827478271E-8 evalInputDelta=0.4053627699613571
END: th(155957.38480938942)=5.915793031454086; dx=-1.184312376376364E-6 evalInputDelta=0.32897482067346573
Fitness changed from 6.244767852127552 to 5.839405082166195
Iteration 5 complete. Error: 5.839405082166195 Total: 239.0749; Orientation: 3.2143; Line Search: 181.1265
Adding measurement 2fbeac6b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.356e+03, gradient 2.146e-03, dot -0.513; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.839405082166195, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 2fbeac6b to history. Total: 3
th(0)=5.839405082166195;dx=-4.603324659201925E-6
Armijo: th(336000.0000000001)=6.037008851766586; dx=3.974665275371888E-6 evalInputDelta=-0.1976037696003914
New Minimum: 5.839405082166195 > 5.55176168680191
WOLF (strong): th(168000.00000000006)=5.55176168680191; dx=9.777817138947728E-7 evalInputDelta=0.2876433953642845
END: th(56000.00000000002)=5.62813713401556; dx=-2.543820200386301E-6 evalInputDelta=0.21126794815063477
Fitness changed from 5.839405082166195 to 5.55176168680191
Iteration 6 complete. Error: 5.55176168680191 Total: 276.7806; Orientation: 3.2294; Line Search: 218.5168
Adding measurement 5764c856 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.101e+03, gradient 1.838e-03, dot -0.504; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.55176168680191, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 5764c856 to history. Total: 3
th(0)=5.55176168680191;dx=-3.3777716044676486E-6
New Minimum: 5.55176168680191 > 5.337468054145575
END: th(120648.34264178554)=5.337468054145575; dx=-1.6949468412283843E-7 evalInputDelta=0.21429363265633583
Fitness changed from 5.55176168680191 to 5.337468054145575
Iteration 7 complete. Error: 5.337468054145575 Total: 167.3443; Orientation: 3.2202; Line Search: 109.1194
Adding measurement 48053f8c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.373e+03, gradient 1.283e-03, dot -0.664; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.337468054145575, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 48053f8c to history. Total: 3
th(0)=5.337468054145575;dx=-1.6441596399322132E-6
New Minimum: 5.337468054145575 > 5.159507974982262
WOLF (strong): th(259928.97468231575)=5.159507974982262; dx=1.5618619638783536E-7 evalInputDelta=0.1779600791633129
END: th(129964.48734115787)=5.1866354420781136; dx=-6.407402388641282E-7 evalInputDelta=0.150832612067461
Fitness changed from 5.337468054145575 to 5.159507974982262
Iteration 8 complete. Error: 5.159507974982262 Total: 221.7030; Orientation: 3.2138; Line Search: 163.5807
Adding measurement 7c8c2939 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.209e+03, gradient 1.769e-03, dot -0.471; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.159507974982262, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 7c8c2939 to history. Total: 3
th(0)=5.159507974982262;dx=-3.1274897403406662E-6
Armijo: th(280000.0000000002)=5.234554439783096; dx=2.3892499908752555E-6 evalInputDelta=-0.07504646480083466
New Minimum: 5.159507974982262 > 4.986859764903784
WOLF (strong): th(140000.0000000001)=4.986859764903784; dx=5.387309115197133E-7 evalInputDelta=0.17264821007847786
END: th(46666.66666666669)=5.039475433528423; dx=-1.7682807717782777E-6 evalInputDelta=0.12003254145383835
Fitness changed from 5.159507974982262 to 4.986859764903784
Iteration 9 complete. Error: 4.986859764903784 Total: 276.4702; Orientation: 3.2510; Line Search: 218.1513
Adding measurement 1066709 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.472e+03, gradient 1.356e-03, dot -0.578; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.986859764903784, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 1066709 to history. Total: 3
th(0)=4.986859764903784;dx=-1.8364031586153395E-6
New Minimum: 4.986859764903784 > 4.862657751888037
END: th(100540.2855348213)=4.862657751888037; dx=-5.769175921583963E-7 evalInputDelta=0.12420201301574707
Fitness changed from 4.986859764903784 to 4.862657751888037
Iteration 10 complete. Error: 4.862657751888037 Total: 167.6495; Orientation: 3.2161; Line Search: 109.3881
Adding measurement 7d12f352 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.342e+03, gradient 9.242e-04, dot -0.730; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.862657751888037, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 7d12f352 to history. Total: 3
th(0)=4.862657751888037;dx=-8.530951608091665E-7
New Minimum: 4.862657751888037 > 4.712996441870928
END: th(216607.47890192983)=4.712996441870928; dx=-5.304939657760066E-7 evalInputDelta=0.14966131001710892
Fitness changed from 4.862657751888037 to 4.712996441870928
Iteration 11 complete. Error: 4.712996441870928 Total: 166.7671; Orientation: 3.3793; Line Search: 108.6679
Adding measurement 12bb9c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.382e+03, gradient 9.538e-04, dot -0.682; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.712996441870928, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 12bb9c7 to history. Total: 3
th(0)=4.712996441870928;dx=-9.092391573579205E-7
New Minimum: 4.712996441870928 > 4.575382463634014
WOLF (strong): th(466666.66666666704)=4.575382463634014; dx=8.69286498122841E-8 evalInputDelta=0.13761397823691368
END: th(233333.33333333352)=4.586931154131889; dx=-2.498356735702993E-7 evalInputDelta=0.12606528773903847
Fitness changed from 4.712996441870928 to 4.575382463634014
Iteration 12 complete. Error: 4.575382463634014 Total: 222.1365; Orientation: 3.1783; Line Search: 163.8523
Adding measurement 6f46add3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.143e+03, gradient 1.665e-03, dot -0.397; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.575382463634014, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 6f46add3 to history. Total: 3
th(0)=4.575382463634014;dx=-2.769755652117358E-6
Armijo: th(502701.4276741066)=5.207917273044586; dx=2.7353375820969095E-6 evalInputDelta=-0.632534809410572
New Minimum: 4.575382463634014 > 4.531429767608643
WOLF (strong): th(251350.7138370533)=4.531429767608643; dx=1.7982715570252626E-6 evalInputDelta=0.04395269602537155
New Minimum: 4.531429767608643 > 4.416828542947769
END: th(83783.57127901776)=4.416828542947769; dx=-8.558895918160249E-7 evalInputDelta=0.15855392068624496
Fitness changed from 4.575382463634014 to 4.416828542947769
Iteration 13 complete. Error: 4.416828542947769 Total: 276.1501; Orientation: 3.2677; Line Search: 218.0846
Adding measurement b7e5b64 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.288e+03, gradient 9.163e-04, dot -0.598; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.416828542947769, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement b7e5b64 to history. Total: 3
th(0)=4.416828542947769;dx=-8.392097744163527E-7
New Minimum: 4.416828542947769 > 4.300618585199118
END: th(180506.23241827489)=4.300618585199118; dx=-4.0732223891356785E-7 evalInputDelta=0.1162099577486515
Fitness changed from 4.416828542947769 to 4.300618585199118
Iteration 14 complete. Error: 4.300618585199118 Total: 167.5426; Orientation: 3.2010; Line Search: 109.3950
Adding measurement 6844857a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.286e+03, gradient 7.675e-04, dot -0.667; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.300618585199118, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 6844857a to history. Total: 3
th(0)=4.300618585199118;dx=-5.887797821091395E-7
New Minimum: 4.300618585199118 > 4.158639989793301
END: th(388888.8888888892)=4.158639989793301; dx=-2.0421812175533496E-7 evalInputDelta=0.14197859540581703
Fitness changed from 4.300618585199118 to 4.158639989793301
Iteration 15 complete. Error: 4.158639989793301 Total: 167.3470; Orientation: 3.1896; Line Search: 109.1519
Adding measurement 7a9eeac3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.316e+03, gradient 9.293e-04, dot -0.540; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.158639989793301, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 7a9eeac3 to history. Total: 3
th(0)=4.158639989793301;dx=-8.630129501465895E-7
Armijo: th(837835.7127901778)=4.30043763294816; dx=5.839657011166635E-7 evalInputDelta=-0.14179764315485954
New Minimum: 4.158639989793301 > 4.088333569467068
WOLF (strong): th(418917.8563950889)=4.088333569467068; dx=2.6494844810980176E-7 evalInputDelta=0.07030642032623291
New Minimum: 4.088333569467068 > 4.073042996227741
END: th(139639.28546502962)=4.073042996227741; dx=-3.224885835442493E-7 evalInputDelta=0.08559699356555939
Fitness changed from 4.158639989793301 to 4.073042996227741
Iteration 16 complete. Error: 4.073042996227741 Total: 276.1738; Orientation: 3.1776; Line Search: 218.1572
Adding measurement 2bf1acff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.259e+03, gradient 6.992e-04, dot -0.650; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.073042996227741, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 2bf1acff to history. Total: 3
th(0)=4.073042996227741;dx=-4.885466092967858E-7
New Minimum: 4.073042996227741 > 3.978838089853525
END: th(300843.72069712484)=3.978838089853525; dx=-1.7464233721819298E-7 evalInputDelta=0.09420490637421608
Fitness changed from 4.073042996227741 to 3.978838089853525
Iteration 17 complete. Error: 3.978838089853525 Total: 167.5879; Orientation: 3.2508; Line Search: 109.1323
Adding measurement 2f071513 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.357e+03, gradient 8.578e-04, dot -0.547; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.978838089853525, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 2f071513 to history. Total: 3
th(0)=3.978838089853525;dx=-7.353216178833126E-7
Armijo: th(648148.1481481488)=4.157425969839096; dx=8.445100047220807E-7 evalInputDelta=-0.1785878799855709
New Minimum: 3.978838089853525 > 3.9412304796278477
WOLF (strong): th(324074.0740740744)=3.9412304796278477; dx=3.2742792564567194E-7 evalInputDelta=0.03760761022567749
New Minimum: 3.9412304796278477 > 3.9231495708227158
END: th(108024.6913580248)=3.9231495708227158; dx=-2.7396489549524044E-7 evalInputDelta=0.0556885190308094
Fitness changed from 3.978838089853525 to 3.9231495708227158
Iteration 18 complete. Error: 3.9231495708227158 Total: 277.3856; Orientation: 3.5729; Line Search: 218.7962
Adding measurement 1a9016c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.258e+03, gradient 6.352e-04, dot -0.663; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9231495708227158, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 1a9016c0 to history. Total: 3
th(0)=3.9231495708227158;dx=-4.031386773914525E-7
New Minimum: 3.9231495708227158 > 3.8538272455334663
END: th(232732.14244171607)=3.8538272455334663; dx=-2.121226316584472E-7 evalInputDelta=0.06932232528924942
Fitness changed from 3.9231495708227158 to 3.8538272455334663
Iteration 19 complete. Error: 3.8538272455334663 Total: 167.0831; Orientation: 3.3316; Line Search: 108.9268
Adding measurement 18d9bf09 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.319e+03, gradient 7.048e-04, dot -0.604; [94aa965d-6544-4eb3-9c9e-0de7f9e69d96 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8538272455334663, 7.774530820548534, 9.18065045773983, 11.296970203518867
LBFGS Accumulation History: 3 points
Removed measurement 18d9bf09 to history. Total: 3
th(0)=3.8538272455334663;dx=-4.963122684084155E-7
New Minimum: 3.8538272455334663 > 3.830121099948883
WOLF (strong): th(501406.2011618748)=3.830121099948883; dx=2.315173694324852E-7 evalInputDelta=0.023706145584583282
New Minimum: 3.830121099948883 > 3.7971485406160355
END: th(250703.1005809374)=3.7971485406160355; dx=-2.4012880445338384E-8 evalInputDelta=0.05667870491743088
Fitness changed from 3.8538272455334663 to 3.7971485406160355
Iteration 20 complete. Error: 3.7971485406160355 Total: 221.5880; Orientation: 3.1836; Line Search: 163.6860
Final threshold in iteration 21: 3.7971485406160355 (> -Infinity) after 4715.930s (< 5400.000s)
