Reset training subject: 4880201046660
Reset training subject: 4881653956738
Adding measurement f83d121 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-35.83769677751639;dx=-0.01027157599802948
New Minimum: -35.83769677751639 > -35.839706628969374
WOLFE (weak): th(2.154434690031884)=-35.839706628969374; dx=-0.01030358193340792 evalInputDelta=0.0020098514529820477
New Minimum: -35.839706628969374 > -35.84174570613565
WOLFE (weak): th(4.308869380063768)=-35.84174570613565; dx=-0.010335002332452034 evalInputDelta=0.004048928619255321
New Minimum: -35.84174570613565 > -35.84990311129769
WOLFE (weak): th(12.926608140191302)=-35.84990311129769; dx=-0.010234020455080805 evalInputDelta=0.012206333781300316
New Minimum: -35.84990311129769 > -35.887647843139895
WOLFE (weak): th(51.70643256076521)=-35.887647843139895; dx=-0.010197035999841422 evalInputDelta=0.049951065623503155
New Minimum: -35.887647843139895 > -36.08445525940563
WOLFE (weak): th(258.53216280382605)=-36.08445525940563; dx=-0.009924408355249426 evalInputDelta=0.24675848188923766
New Minimum: -36.08445525940563 > -37.33831874631765
END: th(1551.1929768229563)=-37.33831874631765; dx=-0.00872966173460175 evalInputDelta=1.500621968801255
Fitness changed from -35.83769677751639 to -37.33831874631765
Iteration 1 complete. Error: -37.33831874631765 Total: 12.3993; Orientation: 0.1281; Line Search: 8.5662
Iteration 1
Adding measurement 53b8a0f7 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-37.33831874631765;dx=-0.011889453479649807
New Minimum: -37.33831874631765 > -41.015951933558206
END: th(3341.943960201201)=-41.015951933558206; dx=-0.007027398366944496 evalInputDelta=3.677633187240559
Fitness changed from -37.33831874631765 to -41.015951933558206
Iteration 2 complete. Error: -41.015951933558206 Total: 3.8778; Orientation: 0.0195; Line Search: 2.3241
Iteration 2
Adding measurement 152d2a58 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-41.015951933558206;dx=-0.012642583967157669
New Minimum: -41.015951933558206 > -49.22633004374075
END: th(7200.000000000001)=-49.22633004374075; dx=-0.0043827668071352984 evalInputDelta=8.210378110182546
Fitness changed from -41.015951933558206 to -49.22633004374075
Iteration 3 complete. Error: -49.22633004374075 Total: 3.7533; Orientation: 0.0204; Line Search: 2.3262
Iteration 3
Adding measurement 782e0844 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.437e+03, gradient 1.106e-01, dot -0.292; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -49.22633004374075, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 782e0844 to history. Total: 3
th(0)=-49.22633004374075;dx=-0.011930339965937545
New Minimum: -49.22633004374075 > -56.45790433763206
END: th(15511.929768229566)=-56.45790433763206; dx=-0.0018381834532946477 evalInputDelta=7.231574293891306
Fitness changed from -49.22633004374075 to -56.45790433763206
Iteration 4 complete. Error: -56.45790433763206 Total: 4.4360; Orientation: 0.5806; Line Search: 2.3325
Iteration 4
Adding measurement 3e4ead73 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.464e+03, gradient 1.025e-01, dot -0.132; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -56.45790433763206, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 3e4ead73 to history. Total: 3
th(0)=-56.45790433763206;dx=-0.010353743466702803
New Minimum: -56.45790433763206 > -62.593447795556514
END: th(33419.43960201202)=-62.593447795556514; dx=-6.630070733422008E-4 evalInputDelta=6.135543457924456
Fitness changed from -56.45790433763206 to -62.593447795556514
Iteration 5 complete. Error: -62.593447795556514 Total: 4.3749; Orientation: 0.5623; Line Search: 2.4069
Iteration 5
Adding measurement 7833407 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.526e+03, gradient 8.166e-02, dot -0.089; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -62.593447795556514, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 7833407 to history. Total: 3
th(0)=-62.593447795556514;dx=-0.006476597844305867
Armijo: th(72000.00000000003)=-55.7512547019408; dx=-2.0191703821370634E-4 evalInputDelta=-6.8421930936157125
New Minimum: -62.593447795556514 > -63.07675708834506
END: th(36000.000000000015)=-63.07675708834506; dx=-8.739116183723158E-4 evalInputDelta=0.4833092927885474
Fitness changed from -62.593447795556514 to -63.07675708834506
Iteration 6 complete. Error: -63.07675708834506 Total: 5.3060; Orientation: 0.4888; Line Search: 3.4528
Adding measurement 6afb240d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.242e+03, gradient 6.872e-02, dot -0.102; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -63.07675708834506, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 6afb240d to history. Total: 3
th(0)=-63.07675708834506;dx=-0.004534714028855663
New Minimum: -63.07675708834506 > -69.18791799046532
END: th(77559.64884114785)=-69.18791799046532; dx=-2.6176402457485983E-4 evalInputDelta=6.111160902120261
Fitness changed from -63.07675708834506 to -69.18791799046532
Iteration 7 complete. Error: -69.18791799046532 Total: 4.0270; Orientation: 0.4916; Line Search: 2.4347
Adding measurement 687d31a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.330e+03, gradient 5.079e-02, dot -0.082; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -69.18791799046532, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 687d31a9 to history. Total: 3
th(0)=-69.18791799046532;dx=-0.002502191510886292
New Minimum: -69.18791799046532 > -76.15784331160869
END: th(167097.19801006012)=-76.15784331160869; dx=-8.537051533342177E-5 evalInputDelta=6.969925321143364
Fitness changed from -69.18791799046532 to -76.15784331160869
Iteration 8 complete. Error: -76.15784331160869 Total: 3.9610; Orientation: 0.4885; Line Search: 2.3936
Adding measurement 28705150 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.242e+03, gradient 4.013e-02, dot -0.066; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -76.15784331160869, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 28705150 to history. Total: 3
th(0)=-76.15784331160869;dx=-0.0015654624477717512
Armijo: th(360000.0000000002)=-75.29267027310978; dx=-2.4114275894369308E-5 evalInputDelta=-0.8651730384989094
New Minimum: -76.15784331160869 > -83.06666743310868
END: th(180000.0000000001)=-83.06666743310868; dx=-1.6958353526085352E-4 evalInputDelta=6.90882412149999
Fitness changed from -76.15784331160869 to -83.06666743310868
Iteration 9 complete. Error: -83.06666743310868 Total: 6.0706; Orientation: 0.6930; Line Search: 3.9679
Adding measurement 110f66e3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.308e+03, gradient 3.707e-02, dot -0.092; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -83.06666743310868, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 110f66e3 to history. Total: 3
th(0)=-83.06666743310868;dx=-0.001338713995832299
Armijo: th(387798.2442057393)=-69.29795512894606; dx=-3.388536424285778E-5 evalInputDelta=-13.76871230416262
New Minimum: -83.06666743310868 > -88.56219027232811
END: th(193899.12210286965)=-88.56219027232811; dx=-2.0166194882588316E-4 evalInputDelta=5.495522839219433
Fitness changed from -83.06666743310868 to -88.56219027232811
Iteration 10 complete. Error: -88.56219027232811 Total: 5.8143; Orientation: 0.5361; Line Search: 3.9997
Iteration 10
Adding measurement 106c3e0a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.159e+03, gradient 3.310e-02, dot -0.123; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -88.56219027232811, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 106c3e0a to history. Total: 3
th(0)=-88.56219027232811;dx=-0.0010456498504258934
Armijo: th(417742.99502515036)=-78.67782682154491; dx=-4.628345508792087E-5 evalInputDelta=-9.884363450783198
New Minimum: -88.56219027232811 > -90.20389876776528
END: th(208871.49751257518)=-90.20389876776528; dx=-1.9636501725829087E-4 evalInputDelta=1.6417084954371717
Fitness changed from -88.56219027232811 to -90.20389876776528
Iteration 11 complete. Error: -90.20389876776528 Total: 6.0384; Orientation: 0.5585; Line Search: 3.7607
Adding measurement 67544105 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.505e+03, gradient 2.843e-02, dot -0.149; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -90.20389876776528, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 67544105 to history. Total: 3
th(0)=-90.20389876776528;dx=-7.798412236107748E-4
Armijo: th(450000.0000000003)=-81.77303954344056; dx=-5.752894024480282E-5 evalInputDelta=-8.43085922432472
New Minimum: -90.20389876776528 > -94.90301436856572
END: th(225000.00000000015)=-94.90301436856572; dx=-2.1122283924822946E-4 evalInputDelta=4.6991156008004396
Fitness changed from -90.20389876776528 to -94.90301436856572
Iteration 12 complete. Error: -94.90301436856572 Total: 5.4334; Orientation: 0.5592; Line Search: 3.7200
Adding measurement 719e8f9f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.379e+04, gradient 2.782e-02, dot -0.171; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -94.90301436856572, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 719e8f9f to history. Total: 3
th(0)=-94.90301436856572;dx=-7.332866647150031E-4
Armijo: th(484747.8052571742)=-89.16323119833005; dx=-6.001517062136071E-5 evalInputDelta=-5.739783170235668
New Minimum: -94.90301436856572 > -97.0569493289993
END: th(242373.9026285871)=-97.0569493289993; dx=-1.865063444861383E-4 evalInputDelta=2.153934960433574
Fitness changed from -94.90301436856572 to -97.0569493289993
Iteration 13 complete. Error: -97.0569493289993 Total: 5.2513; Orientation: 0.5047; Line Search: 3.5152
Adding measurement 7fb02869 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.515e+04, gradient 2.648e-02, dot -0.168; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -97.0569493289993, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 7fb02869 to history. Total: 3
th(0)=-97.0569493289993;dx=-6.875508598566145E-4
Armijo: th(522178.74378143804)=-90.4989393938217; dx=-5.9824621521483024E-5 evalInputDelta=-6.558009935177594
New Minimum: -97.0569493289993 > -97.14528664009738
END: th(261089.37189071902)=-97.14528664009738; dx=-1.776560031321978E-4 evalInputDelta=0.08833731109808696
Fitness changed from -97.0569493289993 to -97.14528664009738
Iteration 14 complete. Error: -97.14528664009738 Total: 5.1706; Orientation: 0.4816; Line Search: 3.5853
Adding measurement 77e2a5d3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.046e+04, gradient 2.620e-02, dot -0.182; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -97.14528664009738, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 77e2a5d3 to history. Total: 3
th(0)=-97.14528664009738;dx=-6.645206703577302E-4
Armijo: th(562500.0000000005)=-92.15447108617688; dx=-5.292714945320944E-5 evalInputDelta=-4.990815553920498
New Minimum: -97.14528664009738 > -98.53539553061587
END: th(281250.00000000023)=-98.53539553061587; dx=-1.6007799591475697E-4 evalInputDelta=1.3901088905184906
Fitness changed from -97.14528664009738 to -98.53539553061587
Iteration 15 complete. Error: -98.53539553061587 Total: 5.0827; Orientation: 0.4893; Line Search: 3.4875
Iteration 15
Adding measurement 18d76c14 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.302e+04, gradient 2.301e-02, dot -0.200; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -98.53539553061587, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 18d76c14 to history. Total: 3
th(0)=-98.53539553061587;dx=-5.199388301935333E-4
Armijo: th(605934.7565714678)=-86.34970558957045; dx=-5.4021413202159436E-5 evalInputDelta=-12.185689941045425
Armijo: th(302967.3782857339)=-96.9089806354606; dx=-1.5621830377022817E-4 evalInputDelta=-1.6264148951552784
New Minimum: -98.53539553061587 > -100.60426461217438
END: th(100989.12609524465)=-100.60426461217438; dx=-3.2201005435400726E-4 evalInputDelta=2.0688690815585034
Fitness changed from -98.53539553061587 to -100.60426461217438
Iteration 16 complete. Error: -100.60426461217438 Total: 7.1168; Orientation: 0.4952; Line Search: 4.7615
Adding measurement 4bd29a01 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.139e+04, gradient 2.267e-02, dot -0.231; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -100.60426461217438, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 4bd29a01 to history. Total: 3
th(0)=-100.60426461217438;dx=-5.031258589093188E-4
Armijo: th(217574.47657559923)=-99.75337576998852; dx=-2.0034263795968364E-4 evalInputDelta=-0.8508888421858529
New Minimum: -100.60426461217438 > -101.12248011032763
END: th(108787.23828779961)=-101.12248011032763; dx=-2.933585195635329E-4 evalInputDelta=0.5182154981532534
Fitness changed from -100.60426461217438 to -101.12248011032763
Iteration 17 complete. Error: -101.12248011032763 Total: 5.2429; Orientation: 0.5459; Line Search: 3.6121
Adding measurement 5d46f4a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.058e+04, gradient 2.249e-02, dot -0.253; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -101.12248011032763, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 5d46f4a3 to history. Total: 3
th(0)=-101.12248011032763;dx=-4.987419245275917E-4
New Minimum: -101.12248011032763 > -102.51682237586722
END: th(234375.00000000023)=-102.51682237586722; dx=-1.945849863981117E-4 evalInputDelta=1.394342265539592
Fitness changed from -101.12248011032763 to -102.51682237586722
Iteration 18 complete. Error: -102.51682237586722 Total: 3.9572; Orientation: 0.4828; Line Search: 2.3810
Adding measurement 3ebfe048 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.396e+04, gradient 2.273e-02, dot -0.240; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -102.51682237586722, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 3ebfe048 to history. Total: 3
th(0)=-102.51682237586722;dx=-5.047723772815686E-4
New Minimum: -102.51682237586722 > -103.3529409933784
END: th(504945.63047622325)=-103.3529409933784; dx=-9.163950878426017E-5 evalInputDelta=0.8361186175111754
Fitness changed from -102.51682237586722 to -103.3529409933784
Iteration 19 complete. Error: -103.3529409933784 Total: 4.0732; Orientation: 0.6171; Line Search: 2.3319
Adding measurement 1bbf7e81 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.890e+04, gradient 2.194e-02, dot -0.175; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -103.3529409933784, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 1bbf7e81 to history. Total: 3
th(0)=-103.3529409933784;dx=-4.7469368933216095E-4
Armijo: th(1087872.3828779962)=-90.67705156479364; dx=-2.088852049423269E-5 evalInputDelta=-12.675889428584753
New Minimum: -103.3529409933784 > -106.79577814909662
END: th(543936.1914389981)=-106.79577814909662; dx=-8.14878220598311E-5 evalInputDelta=3.442837155718223
Fitness changed from -103.3529409933784 to -106.79577814909662
Iteration 20 complete. Error: -106.79577814909662 Total: 5.1299; Orientation: 0.4696; Line Search: 3.5577
Iteration 20
Adding measurement 21d85933 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.167e+04, gradient 2.066e-02, dot -0.170; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -106.79577814909662, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 21d85933 to history. Total: 3
th(0)=-106.79577814909662;dx=-4.1540229411462853E-4
Armijo: th(1171875.0000000012)=-83.5176726450797; dx=-1.6371318605451706E-5 evalInputDelta=-23.27810550401692
Armijo: th(585937.5000000006)=-102.36682438038864; dx=-7.947435873398905E-5 evalInputDelta=-4.428953768707984
New Minimum: -106.79577814909662 > -109.11718892327103
END: th(195312.5000000002)=-109.11718892327103; dx=-2.13477243619324E-4 evalInputDelta=2.32141077417441
Fitness changed from -106.79577814909662 to -109.11718892327103
Iteration 21 complete. Error: -109.11718892327103 Total: 6.6265; Orientation: 0.4852; Line Search: 4.6899
Adding measurement 54ba7b3f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.265e+04, gradient 2.045e-02, dot -0.211; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -109.11718892327103, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 54ba7b3f to history. Total: 3
th(0)=-109.11718892327103;dx=-4.1142816686806736E-4
New Minimum: -109.11718892327103 > -112.09942338609466
END: th(420788.02539685275)=-112.09942338609466; dx=-1.1398466543651413E-4 evalInputDelta=2.9822344628236266
Fitness changed from -109.11718892327103 to -112.09942338609466
Iteration 22 complete. Error: -112.09942338609466 Total: 3.8419; Orientation: 0.4711; Line Search: 2.2725
Adding measurement 6195e7d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.742e+04, gradient 1.969e-02, dot -0.211; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -112.09942338609466, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 6195e7d5 to history. Total: 3
th(0)=-112.09942338609466;dx=-3.824233815379013E-4
Armijo: th(906560.3190649969)=-102.01903400752853; dx=-3.782788797368781E-5 evalInputDelta=-10.080389378566124
Armijo: th(453280.15953249845)=-110.07512730845839; dx=-1.0395389014392287E-4 evalInputDelta=-2.024296077636265
New Minimum: -112.09942338609466 > -113.20504573612028
END: th(151093.38651083282)=-113.20504573612028; dx=-2.2074129369256885E-4 evalInputDelta=1.1056223500256266
Fitness changed from -112.09942338609466 to -113.20504573612028
Iteration 23 complete. Error: -113.20504573612028 Total: 6.2391; Orientation: 0.4585; Line Search: 4.6819
Adding measurement 2c635953 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.622e+04, gradient 1.934e-02, dot -0.233; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -113.20504573612028, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 2c635953 to history. Total: 3
th(0)=-113.20504573612028;dx=-3.647567989201976E-4
Armijo: th(325520.8333333337)=-111.60600106170938; dx=-1.413116645812901E-4 evalInputDelta=-1.599044674410905
Armijo: th(162760.41666666686)=-113.14265921797272; dx=-2.0376500212860774E-4 evalInputDelta=-0.06238651814756224
New Minimum: -113.20504573612028 > -113.3296986138879
END: th(54253.472222222284)=-113.3296986138879; dx=-2.6649491145998695E-4 evalInputDelta=0.12465287776761613
Fitness changed from -113.20504573612028 to -113.3296986138879
Iteration 24 complete. Error: -113.3296986138879 Total: 6.5810; Orientation: 0.4913; Line Search: 4.9824
Adding measurement 43b89b4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.920e+04, gradient 1.948e-02, dot -0.240; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -113.3296986138879, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 43b89b4 to history. Total: 3
th(0)=-113.3296986138879;dx=-3.6700183645230054E-4
New Minimum: -113.3296986138879 > -113.53413992528333
END: th(116885.56261023688)=-113.53413992528333; dx=-2.2539086693659349E-4 evalInputDelta=0.20444131139542776
Fitness changed from -113.3296986138879 to -113.53413992528333
Iteration 25 complete. Error: -113.53413992528333 Total: 3.8889; Orientation: 0.4802; Line Search: 2.3143
Iteration 25
Adding measurement a538180 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.074e+05, gradient 1.921e-02, dot -0.252; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -113.53413992528333, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement a538180 to history. Total: 3
th(0)=-113.53413992528333;dx=-3.595520644495483E-4
New Minimum: -113.53413992528333 > -114.12106290866609
END: th(251822.31085138806)=-114.12106290866609; dx=-1.598058916251073E-4 evalInputDelta=0.5869229833827632
Fitness changed from -113.53413992528333 to -114.12106290866609
Iteration 26 complete. Error: -114.12106290866609 Total: 4.4916; Orientation: 0.4757; Line Search: 2.6184
Adding measurement 752daa1f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.085e+05, gradient 1.856e-02, dot -0.252; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -114.12106290866609, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 752daa1f to history. Total: 3
th(0)=-114.12106290866609;dx=-3.3989733158634435E-4
Armijo: th(542534.722222223)=-112.15697264281746; dx=-8.471373448962633E-5 evalInputDelta=-1.9640902658486254
New Minimum: -114.12106290866609 > -115.22602187046726
END: th(271267.3611111115)=-115.22602187046726; dx=-1.5284007480855926E-4 evalInputDelta=1.1049589618011737
Fitness changed from -114.12106290866609 to -115.22602187046726
Iteration 27 complete. Error: -115.22602187046726 Total: 5.0432; Orientation: 0.4733; Line Search: 3.4689
Adding measurement 61df07d0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.058e+05, gradient 1.813e-02, dot -0.248; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -115.22602187046726, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 61df07d0 to history. Total: 3
th(0)=-115.22602187046726;dx=-3.2153915403170056E-4
Armijo: th(584427.8130511845)=-113.61892429665639; dx=-7.827258746707714E-5 evalInputDelta=-1.6070975738108757
New Minimum: -115.22602187046726 > -116.84227297369694
END: th(292213.90652559226)=-116.84227297369694; dx=-1.3562352924715099E-4 evalInputDelta=1.616251103229672
Fitness changed from -115.22602187046726 to -116.84227297369694
Iteration 28 complete. Error: -116.84227297369694 Total: 5.1304; Orientation: 0.4756; Line Search: 3.4688
Adding measurement 3df9b24b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.017e+05, gradient 1.748e-02, dot -0.246; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -116.84227297369694, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 3df9b24b to history. Total: 3
th(0)=-116.84227297369694;dx=-3.0046731627105373E-4
Armijo: th(629555.7771284702)=-110.22301896468315; dx=-5.7313972714437174E-5 evalInputDelta=-6.619254009013787
Armijo: th(314777.8885642351)=-115.70961134523559; dx=-1.2920946578246897E-4 evalInputDelta=-1.1326616284613493
New Minimum: -116.84227297369694 > -117.0498282585929
END: th(104925.96285474504)=-117.0498282585929; dx=-1.911728595682469E-4 evalInputDelta=0.2075552848959603
Fitness changed from -116.84227297369694 to -117.0498282585929
Iteration 29 complete. Error: -117.0498282585929 Total: 6.3704; Orientation: 0.5699; Line Search: 4.7135
Adding measurement 4aab04cf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.264e+05, gradient 1.731e-02, dot -0.259; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -117.0498282585929, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 4aab04cf to history. Total: 3
th(0)=-117.0498282585929;dx=-2.9455160516111175E-4
New Minimum: -117.0498282585929 > -117.10743686748381
END: th(226056.1342592596)=-117.10743686748381; dx=-1.496733664970358E-4 evalInputDelta=0.05760860889091646
Fitness changed from -117.0498282585929 to -117.10743686748381
Iteration 30 complete. Error: -117.10743686748381 Total: 3.8506; Orientation: 0.4685; Line Search: 2.2874
Iteration 30
Adding measurement 2bab73fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.680e+05, gradient 1.734e-02, dot -0.268; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -117.10743686748381, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 2bab73fd to history. Total: 3
th(0)=-117.10743686748381;dx=-2.966477069502905E-4
Armijo: th(487023.17754265387)=-116.15481503527954; dx=-9.464748656090213E-5 evalInputDelta=-0.9526218322042723
New Minimum: -117.10743686748381 > -118.55986879501856
END: th(243511.58877132693)=-118.55986879501856; dx=-1.430034777392857E-4 evalInputDelta=1.4524319275347466
Fitness changed from -117.10743686748381 to -118.55986879501856
Iteration 31 complete. Error: -118.55986879501856 Total: 5.4956; Orientation: 0.5675; Line Search: 3.4835
Adding measurement 6317f6d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.586e+05, gradient 1.688e-02, dot -0.264; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -118.55986879501856, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 6317f6d to history. Total: 3
th(0)=-118.55986879501856;dx=-2.733602746776996E-4
Armijo: th(524629.8142737253)=-116.92971685865385; dx=-8.025575564412369E-5 evalInputDelta=-1.6301519363647117
New Minimum: -118.55986879501856 > -119.45699761612272
END: th(262314.90713686263)=-119.45699761612272; dx=-1.288499364521154E-4 evalInputDelta=0.897128821104161
Fitness changed from -118.55986879501856 to -119.45699761612272
Iteration 32 complete. Error: -119.45699761612272 Total: 5.1424; Orientation: 0.4745; Line Search: 3.5549
Adding measurement 44ef04ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.753e+05, gradient 1.656e-02, dot -0.264; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -119.45699761612272, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 44ef04ac to history. Total: 3
th(0)=-119.45699761612272;dx=-2.6795302034556917E-4
Armijo: th(565140.335648149)=-115.11487392648448; dx=-7.70744195861084E-5 evalInputDelta=-4.3421236896382425
Armijo: th(282570.1678240745)=-118.54638127721907; dx=-1.261057399084401E-4 evalInputDelta=-0.910616338903651
New Minimum: -119.45699761612272 > -119.80968314529477
END: th(94190.05594135817)=-119.80968314529477; dx=-1.7072796943088154E-4 evalInputDelta=0.35268552917204943
Fitness changed from -119.45699761612272 to -119.80968314529477
Iteration 33 complete. Error: -119.80968314529477 Total: 6.2916; Orientation: 0.4859; Line Search: 4.6947
Adding measurement 3082b46a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.093e+05, gradient 1.651e-02, dot -0.271; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -119.80968314529477, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 3082b46a to history. Total: 3
th(0)=-119.80968314529477;dx=-2.6622945442042174E-4
Armijo: th(202926.32397610578)=-119.75822143324713; dx=-1.4215018255568667E-4 evalInputDelta=-0.05146171204764016
Armijo: th(101463.16198805289)=-119.75368249294812; dx=-1.6669168845117205E-4 evalInputDelta=-0.05600065234665408
New Minimum: -119.80968314529477 > -119.81436038671602
END: th(33821.05399601763)=-119.81436038671602; dx=-1.855670283376563E-4 evalInputDelta=0.004677241421248368
Fitness changed from -119.80968314529477 to -119.81436038671602
Iteration 34 complete. Error: -119.81436038671602 Total: 6.2183; Orientation: 0.4980; Line Search: 4.5918
Adding measurement 2c9c7f4a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.136e+05, gradient 1.639e-02, dot -0.274; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -119.81436038671602, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 2c9c7f4a to history. Total: 3
th(0)=-119.81436038671602;dx=-2.6295768961241136E-4
New Minimum: -119.81436038671602 > -119.91505503003853
END: th(72865.25198246185)=-119.91505503003853; dx=-1.7657081396050487E-4 evalInputDelta=0.10069464332251243
Fitness changed from -119.81436038671602 to -119.91505503003853
Iteration 35 complete. Error: -119.91505503003853 Total: 4.0652; Orientation: 0.5490; Line Search: 2.4158
Iteration 35
Adding measurement 132b00bb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.455e+05, gradient 1.658e-02, dot -0.275; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -119.91505503003853, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 132b00bb to history. Total: 3
th(0)=-119.91505503003853;dx=-2.691520650985033E-4
Armijo: th(156983.4265689303)=-119.63300787445692; dx=-1.5395947359113797E-4 evalInputDelta=-0.2820471555816084
Armijo: th(78491.71328446515)=-119.86854582646828; dx=-1.7656908903810714E-4 evalInputDelta=-0.046509203570252566
New Minimum: -119.91505503003853 > -119.9253399958639
END: th(26163.90442815505)=-119.9253399958639; dx=-1.9011782393027658E-4 evalInputDelta=0.010284965825363201
Fitness changed from -119.91505503003853 to -119.9253399958639
Iteration 36 complete. Error: -119.9253399958639 Total: 6.5753; Orientation: 0.4726; Line Search: 4.7245
Adding measurement 25fc72c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.438e+05, gradient 1.653e-02, dot -0.275; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -119.9253399958639, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 25fc72c6 to history. Total: 3
th(0)=-119.9253399958639;dx=-2.6578227349236184E-4
New Minimum: -119.9253399958639 > -119.93738836434258
END: th(56368.42332669606)=-119.93738836434258; dx=-1.8142190977602895E-4 evalInputDelta=0.012048368478687621
Fitness changed from -119.9253399958639 to -119.93738836434258
Iteration 37 complete. Error: -119.93738836434258 Total: 4.0073; Orientation: 0.5720; Line Search: 2.2766
Adding measurement 5a4700ba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.887e+05, gradient 1.664e-02, dot -0.278; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -119.93738836434258, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 5a4700ba to history. Total: 3
th(0)=-119.93738836434258;dx=-2.73973559112467E-4
Armijo: th(121442.08663743643)=-119.70648352870634; dx=-1.6088570854304633E-4 evalInputDelta=-0.2309048356362382
New Minimum: -119.93738836434258 > -120.00341437808018
END: th(60721.04331871821)=-120.00341437808018; dx=-1.811536206849168E-4 evalInputDelta=0.06602601373759853
Fitness changed from -119.93738836434258 to -120.00341437808018
Iteration 38 complete. Error: -120.00341437808018 Total: 5.0730; Orientation: 0.4740; Line Search: 3.5124
Adding measurement 7b301349 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.110e+05, gradient 1.656e-02, dot -0.280; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -120.00341437808018, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 7b301349 to history. Total: 3
th(0)=-120.00341437808018;dx=-2.6661775274368116E-4
Armijo: th(130819.52214077527)=-119.75136972863464; dx=-1.5701397309826593E-4 evalInputDelta=-0.25204464944553706
Armijo: th(65409.761070387634)=-119.88342835972189; dx=-1.7597122785206523E-4 evalInputDelta=-0.11998601835828993
New Minimum: -120.00341437808018 > -120.0040452822663
END: th(21803.25369012921)=-120.0040452822663; dx=-1.913866437727089E-4 evalInputDelta=6.309041861243259E-4
Fitness changed from -120.00341437808018 to -120.0040452822663
Iteration 39 complete. Error: -120.0040452822663 Total: 6.3073; Orientation: 0.4802; Line Search: 4.7262
Adding measurement 67367175 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.072e+05, gradient 1.656e-02, dot -0.279; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -120.0040452822663, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 67367175 to history. Total: 3
th(0)=-120.0040452822663;dx=-2.6817746160353993E-4
Armijo: th(46973.686105580055)=-119.91973355775005; dx=-1.8139476147962516E-4 evalInputDelta=-0.08431172451625457
Armijo: th(23486.843052790027)=-119.94135386351473; dx=-1.8977527178100739E-4 evalInputDelta=-0.06269141875156947
Armijo: th(7828.947684263342)=-119.99004058589645; dx=-1.9729860467272633E-4 evalInputDelta=-0.014004696369852354
Armijo: th(1957.2369210658355)=-120.00274572386923; dx=-1.9702800996724147E-4 evalInputDelta=-0.0012995583970791813
New Minimum: -120.0040452822663 > -120.0040614592531
END: th(391.4473842131671)=-120.0040614592531; dx=-1.9851628907278495E-4 evalInputDelta=1.6176986790128467E-5
Fitness changed from -120.0040452822663 to -120.0040614592531
Iteration 40 complete. Error: -120.0040614592531 Total: 8.6767; Orientation: 0.4780; Line Search: 7.0972
Iteration 40
Adding measurement 108b257f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.856e+05, gradient 1.662e-02, dot -0.275; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -120.0040614592531, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 108b257f to history. Total: 3
th(0)=-120.0040614592531;dx=-2.6415919464655466E-4
Armijo: th(843.3478238710863)=-120.00252463577019; dx=-1.9501796639246623E-4 evalInputDelta=-0.0015368234829082894
Armijo: th(421.6739119355432)=-120.00339280864766; dx=-1.9916574695088226E-4 evalInputDelta=-6.686506054336405E-4
Armijo: th(140.55797064518106)=-120.00388890461481; dx=-1.9887498955222242E-4 evalInputDelta=-1.7255463828291795E-4
Armijo: th(35.139492661295264)=-120.00402371294719; dx=-1.9960586019494847E-4 evalInputDelta=-3.774630590669403E-5
Armijo: th(7.027898532259053)=-120.0040614592531; dx=-1.9993339364865573E-4 evalInputDelta=0.0
New Minimum: -120.0040614592531 > -120.00406685158156
END: th(1.1713164220431755)=-120.00406685158156; dx=-1.9686872358901618E-4 evalInputDelta=5.392328461084617E-6
Fitness changed from -120.0040614592531 to -120.00406685158156
Iteration 41 complete. Error: -120.00406685158156 Total: 9.9261; Orientation: 0.4767; Line Search: 8.0913
Adding measurement 6b102ccf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.796e+05, gradient 1.655e-02, dot -0.276; [6250c053-49f8-466c-9cc8-5573249bbf73 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -120.00406685158156, -41.015951933558206, -37.33831874631765, -35.83769677751639
LBFGS Accumulation History: 3 points
Removed measurement 6b102ccf to history. Total: 3
th(0)=-120.00406685158156;dx=-2.671153427248996E-4
Armijo: th(2.523524732653844)=-120.00405067459548; dx=-1.9752914101862516E-4 evalInputDelta=-1.617698607958573E-5
Armijo: th(1.261762366326922)=-120.00406685158156; dx=-1.9671239135520823E-4 evalInputDelta=0.0
Armijo: th(0.4205874554423073)=-120.0040614592531; dx=-1.9895767592790733E-4 evalInputDelta=-5.392328461084617E-6
Armijo: th(0.10514686386057683)=-120.0040614592531; dx=-1.9804106069649366E-4 evalInputDelta=-5.392328461084617E-6
Armijo: th(0.021029372772115366)=-120.0040614592531; dx=-1.986993160900718E-4 evalInputDelta=-5.392328461084617E-6
Armijo: th(0.0035048954620192276)=-120.0040614592531; dx=-1.9755356467981132E-4 evalInputDelta=-5.392328461084617E-6
Armijo: th(5.006993517170325E-4)=-120.0040614592531; dx=-1.9905159562716776E-4 evalInputDelta=-5.392328461084617E-6
Armijo: th(6.258741896462906E-5)=-120.00406685158156; dx=-1.98208337295993E-4 evalInputDelta=0.0
END: th(6.954157662736563E-6)=-120.00406685158156; dx=-1.9781577955328038E-4 evalInputDelta=0.0
Fitness changed from -120.00406685158156 to -120.00406685158156
Static Iteration Total: 13.2365; Orientation: 0.5094; Line Search: 11.6433
Iteration 42 failed. Error: -120.00406685158156
Previous Error: 0.0 -> -120.00406685158156
Retrying iteration 42
Reset training subject: 5119796708410
Adding measurement 4018dd1e to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-120.00406685158156;dx=-2.689322002524865E-4
END: th(1.4982278508550698E-5)=-120.00406685158156; dx=-1.9928594197154875E-4 evalInputDelta=0.0
Fitness changed from -120.00406685158156 to -120.00406685158156
Static Iteration Total: 4.4430; Orientation: 0.0175; Line Search: 2.2887
Iteration 43 failed. Error: -120.00406685158156
Previous Error: 0.0 -> -120.00406685158156
Optimization terminated 43
Final threshold in iteration 43: -120.00406685158156 (> -Infinity) after 244.039s (< 3600.000s)