Reset training subject: 3741264564657
Reset training subject: 3748679072756
Adding measurement 73d812e to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.591375119285658;dx=-2.641159444499909E-7
New Minimum: 10.591375119285658 > 10.591373092960566
WOLFE (weak): th(2.154434690031884)=10.591373092960566; dx=-2.753895035228117E-7 evalInputDelta=2.0263250917196274E-6
New Minimum: 10.591373092960566 > 10.591371001675725
END: th(4.308869380063768)=10.591371001675725; dx=-2.3309109235607592E-7 evalInputDelta=4.117609933018684E-6
Fitness changed from 10.591375119285658 to 10.591371001675725
Iteration 1 complete. Error: 10.591371001675725 Total: 19.5826; Orientation: 0.0448; Line Search: 7.3100
Adding measurement 6235a4e to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=10.591371001675725;dx=-3.3107289978170314E-7
New Minimum: 10.591371001675725 > 10.591362521983683
WOLFE (weak): th(9.283177667225559)=10.591362521983683; dx=-4.203224812052168E-7 evalInputDelta=8.479692041873932E-6
New Minimum: 10.591362521983683 > 10.59135374519974
WOLFE (weak): th(18.566355334451117)=10.59135374519974; dx=-4.924983516522807E-7 evalInputDelta=1.72564759850502E-5
New Minimum: 10.59135374519974 > 10.591319205705076
WOLFE (weak): th(55.69906600335335)=10.591319205705076; dx=-3.743967777606158E-7 evalInputDelta=5.1795970648527145E-5
New Minimum: 10.591319205705076 > 10.591163541423157
WOLFE (weak): th(222.7962640134134)=10.591163541423157; dx=-3.0994746835467897E-7 evalInputDelta=2.0746025256812572E-4
New Minimum: 10.591163541423157 > 10.590328155318275
WOLFE (weak): th(1113.981320067067)=10.590328155318275; dx=-3.332178535101772E-7 evalInputDelta=0.0010428463574498892
New Minimum: 10.590328155318275 > 10.585023921448737
WOLFE (weak): th(6683.8879204024015)=10.585023921448737; dx=-4.990492966548979E-7 evalInputDelta=0.0063470802269876
New Minimum: 10.585023921448737 > 10.543605680577457
WOLFE (weak): th(46787.215442816814)=10.543605680577457; dx=-3.499196249572265E-7 evalInputDelta=0.04776532109826803
New Minimum: 10.543605680577457 > 10.110297281295061
WOLFE (weak): th(374297.7235425345)=10.110297281295061; dx=-3.7422044115285756E-7 evalInputDelta=0.48107372038066387
Armijo: th(3368679.511882811)=11.187329731881618; dx=1.9615820057946806E-6 evalInputDelta=-0.5959587302058935
New Minimum: 10.110297281295061 > 7.235087268054485
END: th(1871488.6177126728)=7.235087268054485; dx=-2.7202605742837344E-7 evalInputDelta=3.3562837336212397
Fitness changed from 10.591371001675725 to 7.235087268054485
Iteration 2 complete. Error: 7.235087268054485 Total: 29.2030; Orientation: 0.0073; Line Search: 26.8766
Adding measurement 3e6a0f30 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.235087268054485;dx=-1.2151176431472153E-6
Armijo: th(4032000.000000001)=230.1234760582447; dx=2.178901184267437E-5 evalInputDelta=-222.88838879019022
Armijo: th(2016000.0000000005)=56.62371077388525; dx=1.4555497942074752E-5 evalInputDelta=-49.388623505830765
Armijo: th(672000.0000000001)=8.751712426543236; dx=3.6640008816555896E-6 evalInputDelta=-1.5166251584887505
New Minimum: 7.235087268054485 > 6.666113946586847
WOLFE (weak): th(168000.00000000003)=6.666113946586847; dx=-1.1347569111908693E-6 evalInputDelta=0.568973321467638
WOLF (strong): th(420000.00000000006)=6.699819881469011; dx=9.037162755050363E-7 evalInputDelta=0.535267386585474
New Minimum: 6.666113946586847 > 6.483281131833792
END: th(294000.00000000006)=6.483281131833792; dx=-4.7196053649223825E-7 evalInputDelta=0.7518061362206936
Fitness changed from 7.235087268054485 to 6.483281131833792
Iteration 3 complete. Error: 6.483281131833792 Total: 18.9538; Orientation: 0.0057; Line Search: 16.6538
Adding measurement 3eb07f86 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.856e+03, gradient 1.303e-03, dot -0.163; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.483281131833792, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 3eb07f86 to history. Total: 3
th(0)=6.483281131833792;dx=-1.2824138723996044E-6
New Minimum: 6.483281131833792 > 6.036075223237276
END: th(633403.798869374)=6.036075223237276; dx=-1.6854267868289244E-7 evalInputDelta=0.44720590859651566
Fitness changed from 6.483281131833792 to 6.036075223237276
Iteration 4 complete. Error: 6.036075223237276 Total: 7.1378; Orientation: 0.2998; Line Search: 4.5540
Adding measurement 2c979355 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.041e+04, gradient 1.347e-03, dot -0.276; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.036075223237276, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 2c979355 to history. Total: 3
th(0)=6.036075223237276;dx=-1.2403301798719058E-6
Armijo: th(1364627.1170821574)=29.22371232509613; dx=1.0225962013356188E-5 evalInputDelta=-23.187637101858854
Armijo: th(682313.5585410787)=8.83685078471899; dx=3.921058217950014E-6 evalInputDelta=-2.8007755614817142
New Minimum: 6.036075223237276 > 5.549378164112568
END: th(227437.85284702622)=5.549378164112568; dx=-3.1266893488065084E-7 evalInputDelta=0.4866970591247082
Fitness changed from 6.036075223237276 to 5.549378164112568
Iteration 5 complete. Error: 5.549378164112568 Total: 11.4623; Orientation: 0.0553; Line Search: 9.1057
Adding measurement 3be30cdf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.137e+04, gradient 1.556e-03, dot -0.100; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.549378164112568, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 3be30cdf to history. Total: 3
th(0)=5.549378164112568;dx=-2.0220680980337905E-6
Armijo: th(490000.0000000002)=5.56135218590498; dx=1.6738274461390612E-7 evalInputDelta=-0.011974021792411804
New Minimum: 5.549378164112568 > 5.299523279070854
END: th(245000.0000000001)=5.299523279070854; dx=-2.062359713232334E-7 evalInputDelta=0.24985488504171371
Fitness changed from 5.549378164112568 to 5.299523279070854
Iteration 6 complete. Error: 5.299523279070854 Total: 9.1363; Orientation: 0.0484; Line Search: 6.7961
Adding measurement 674b0991 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.929e+04, gradient 1.267e-03, dot -0.172; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.299523279070854, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 674b0991 to history. Total: 3
th(0)=5.299523279070854;dx=-1.190446798291629E-6
Armijo: th(527836.4990578117)=6.867897532880306; dx=2.1128860360540994E-6 evalInputDelta=-1.568374253809452
New Minimum: 5.299523279070854 > 5.141910471022129
WOLF (strong): th(263918.24952890584)=5.141910471022129; dx=2.56274376161726E-7 evalInputDelta=0.15761280804872513
New Minimum: 5.141910471022129 > 5.0913988053798676
END: th(87972.74984296861)=5.0913988053798676; dx=-8.632779971649351E-7 evalInputDelta=0.20812447369098663
Fitness changed from 5.299523279070854 to 5.0913988053798676
Iteration 7 complete. Error: 5.0913988053798676 Total: 11.3981; Orientation: 0.0433; Line Search: 9.0844
Adding measurement 18591008 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.416e+04, gradient 1.110e-03, dot -0.087; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.0913988053798676, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 18591008 to history. Total: 3
th(0)=5.0913988053798676;dx=-8.542660671652852E-7
New Minimum: 5.0913988053798676 > 4.9415606409311295
END: th(189531.54403918853)=4.9415606409311295; dx=-3.7832047119006994E-7 evalInputDelta=0.1498381644487381
Fitness changed from 5.0913988053798676 to 4.9415606409311295
Iteration 8 complete. Error: 4.9415606409311295 Total: 8.2079; Orientation: 0.2322; Line Search: 5.5592
Adding measurement 7057fa8f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.095e+04, gradient 1.261e-03, dot -0.079; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.9415606409311295, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 7057fa8f to history. Total: 3
th(0)=4.9415606409311295;dx=-9.481157689614803E-7
Armijo: th(408333.3333333335)=5.044770210981369; dx=-2.660905592479611E-7 evalInputDelta=-0.10320957005023956
New Minimum: 4.9415606409311295 > 4.868183329701424
END: th(204166.66666666674)=4.868183329701424; dx=-3.102675403776176E-7 evalInputDelta=0.07337731122970581
Fitness changed from 4.9415606409311295 to 4.868183329701424
Iteration 9 complete. Error: 4.868183329701424 Total: 9.1358; Orientation: 0.0505; Line Search: 6.8028
Adding measurement 4ce0ccfb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.972e+03, gradient 1.318e-03, dot -0.038; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.868183329701424, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 4ce0ccfb to history. Total: 3
th(0)=4.868183329701424;dx=-9.34821727759495E-7
Armijo: th(439863.7492148431)=5.530837215483189; dx=3.920600068974658E-7 evalInputDelta=-0.662653885781765
Armijo: th(219931.87460742155)=4.925458952784538; dx=-1.7198856404136835E-7 evalInputDelta=-0.057275623083114624
New Minimum: 4.868183329701424 > 4.7520925253629684
END: th(73310.62486914052)=4.7520925253629684; dx=-6.85064094059854E-7 evalInputDelta=0.1160908043384552
Fitness changed from 4.868183329701424 to 4.7520925253629684
Iteration 10 complete. Error: 4.7520925253629684 Total: 11.4552; Orientation: 0.0421; Line Search: 9.1440
Adding measurement 3b093e2d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.291e+03, gradient 1.169e-03, dot -0.054; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.7520925253629684, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 3b093e2d to history. Total: 3
th(0)=4.7520925253629684;dx=-8.652027158975514E-7
New Minimum: 4.7520925253629684 > 4.705856002867222
END: th(157942.95336599046)=4.705856002867222; dx=-7.26761339926776E-7 evalInputDelta=0.04623652249574661
Fitness changed from 4.7520925253629684 to 4.705856002867222
Iteration 11 complete. Error: 4.705856002867222 Total: 6.9969; Orientation: 0.2052; Line Search: 4.5017
Adding measurement 31ded387 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.883e+03, gradient 1.386e-03, dot -0.041; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.705856002867222, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 31ded387 to history. Total: 3
th(0)=4.705856002867222;dx=-9.268822981892231E-7
Armijo: th(340277.7777777779)=4.904093861579895; dx=-1.0220083610229169E-7 evalInputDelta=-0.1982378587126732
New Minimum: 4.705856002867222 > 4.677895054221153
END: th(170138.88888888896)=4.677895054221153; dx=-2.141711302227471E-7 evalInputDelta=0.027960948646068573
Fitness changed from 4.705856002867222 to 4.677895054221153
Iteration 12 complete. Error: 4.677895054221153 Total: 9.1599; Orientation: 0.0413; Line Search: 6.8577
Adding measurement 2a78efe0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.823e+02, gradient 1.460e-03, dot -0.256; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.677895054221153, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 2a78efe0 to history. Total: 3
th(0)=4.677895054221153;dx=-1.1580282015272394E-6
Armijo: th(366553.12434570264)=4.937023505568504; dx=1.7171704101754294E-8 evalInputDelta=-0.2591284513473511
New Minimum: 4.677895054221153 > 4.64514584839344
WOLF (strong): th(183276.56217285132)=4.64514584839344; dx=1.873665891319909E-7 evalInputDelta=0.03274920582771301
New Minimum: 4.64514584839344 > 4.5629797875881195
END: th(61092.18739095044)=4.5629797875881195; dx=-7.420791802637367E-7 evalInputDelta=0.11491526663303375
Fitness changed from 4.677895054221153 to 4.5629797875881195
Iteration 13 complete. Error: 4.5629797875881195 Total: 12.3397; Orientation: 0.0409; Line Search: 10.0255
Adding measurement 65dbda0e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.579e+04, gradient 1.257e-03, dot -0.066; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.5629797875881195, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 65dbda0e to history. Total: 3
th(0)=4.5629797875881195;dx=-1.1527785766528502E-6
Armijo: th(131619.12780499208)=4.587252214550972; dx=-6.937858826027657E-8 evalInputDelta=-0.024272426962852478
New Minimum: 4.5629797875881195 > 4.529045924544334
END: th(65809.56390249604)=4.529045924544334; dx=-3.759871890586419E-7 evalInputDelta=0.033933863043785095
Fitness changed from 4.5629797875881195 to 4.529045924544334
Iteration 14 complete. Error: 4.529045924544334 Total: 9.1422; Orientation: 0.0399; Line Search: 6.8315
Adding measurement 64f1c75b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.217e+03, gradient 1.215e-03, dot -0.120; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.529045924544334, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 64f1c75b to history. Total: 3
th(0)=4.529045924544334;dx=-8.538139274385045E-7
New Minimum: 4.529045924544334 > 4.5091733783483505
END: th(141782.4074074075)=4.5091733783483505; dx=-4.718339429442971E-7 evalInputDelta=0.019872546195983887
Fitness changed from 4.529045924544334 to 4.5091733783483505
Iteration 15 complete. Error: 4.5091733783483505 Total: 6.8793; Orientation: 0.0420; Line Search: 4.5465
Adding measurement 717cb440 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.565e+04, gradient 1.357e-03, dot -0.058; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.5091733783483505, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 717cb440 to history. Total: 3
th(0)=4.5091733783483505;dx=-8.227381823668709E-7
Armijo: th(305460.93695475225)=4.956474289298058; dx=-4.328761094765147E-8 evalInputDelta=-0.44730091094970703
Armijo: th(152730.46847737613)=4.621317557990551; dx=-3.5287420037249404E-8 evalInputDelta=-0.11214417964220047
New Minimum: 4.5091733783483505 > 4.47113835811615
WOLFE (weak): th(50910.15615912538)=4.47113835811615; dx=-7.529992720838473E-7 evalInputDelta=0.03803502023220062
Armijo: th(101820.31231825076)=4.522783070802689; dx=-2.281708216391571E-7 evalInputDelta=-0.013609692454338074
END: th(76365.23423868806)=4.487680539488792; dx=-3.518614220158373E-7 evalInputDelta=0.021492838859558105
Fitness changed from 4.5091733783483505 to 4.47113835811615
Iteration 16 complete. Error: 4.47113835811615 Total: 15.9599; Orientation: 0.0466; Line Search: 13.6375
Adding measurement 6c651981 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.216e+03, gradient 1.108e-03, dot -0.037; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.47113835811615, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 6c651981 to history. Total: 3
th(0)=4.47113835811615;dx=-7.761881970245808E-7
Armijo: th(164523.90975624011)=4.4741105660796165; dx=-4.76923537328152E-7 evalInputDelta=-0.0029722079634666443
New Minimum: 4.47113835811615 > 4.45960358530283
END: th(82261.95487812006)=4.45960358530283; dx=-6.551648880181708E-7 evalInputDelta=0.01153477281332016
Fitness changed from 4.47113835811615 to 4.45960358530283
Iteration 17 complete. Error: 4.45960358530283 Total: 9.0854; Orientation: 0.0414; Line Search: 6.7687
Adding measurement 13bbb489 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.456e+04, gradient 1.135e-03, dot -0.046; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.45960358530283, 7.235087268054485, 10.591371001675725, 10.591375119285658
LBFGS Accumulation History: 3 points
Removed measurement 13bbb489 to history. Total: 3
th(0)=4.45960358530283;dx=-6.000944534318173E-7
New Minimum: 4.45960358530283 > 4.4150186106562614
WOLFE (weak): th(177228.0092592594)=4.4150186106562614; dx=-6.117578367357638E-7 evalInputDelta=0.0445849746465683
WOLFE (weak): th(354456.0185185188)=4.444002076983452; dx=-7.178574481941443E-7 evalInputDelta=0.0156015083193779
Armijo: th(1063368.0555555564)=4.8647512421011925; dx=-1.2207416484364497E-7 evalInputDelta=-0.40514765679836273
Armijo: th(708912.0370370375)=4.605928190052509; dx=-5.423900013297275E-7 evalInputDelta=-0.14632460474967957
Armijo: th(531684.0277777782)=4.513590134680271; dx=-3.9535842975854244E-7 evalInputDelta=-0.053986549377441406
Armijo: th(443070.0231481485)=4.474333263933659; dx=-5.600467894689058E-7 evalInputDelta=-0.014729678630828857
END: th(398763.0208333336)=4.4580089673399925; dx=-4.006215255920597E-7 evalInputDelta=0.0015946179628372192
Fitness changed from 4.45960358530283 to 4.4150186106562614
Iteration 18 complete. Error: 4.4150186106562614 Total: 21.6757; Orientation: 0.0414; Line Search: 19.3668
Adding measurement 454b8d9d to history. Total: 3
Accepted: LBFGS Orientation magnitude: 7.977e+04, gradient 1.199e-03, dot 0.020; [e1542931-04b1-41af-af58-d9cc3af7d689 = 1.000/1.000e+00]
th(0)=4.4150186106562614;dx=1.5825973368854802 (ERROR: Starting derivative negative)
Fitness changed from 4.4150186106562614 to 4.4150186106562614
Static Iteration Total: 7.0357; Orientation: 0.2086; Line Search: 4.5385
Iteration 19 failed. Error: 4.4150186106562614
Previous Error: 0.0 -> 4.4150186106562614
Reset training subject: 3975212594553
Adding measurement 60eb085b to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.4150186106562614;dx=-9.886775447352496E-7
Armijo: th(1850893.9847577014)=9.968468457460403; dx=1.243834765320064E-7 evalInputDelta=-5.553449846804142
Armijo: th(925446.9923788507)=5.756882153451443; dx=-8.967373348629805E-8 evalInputDelta=-1.3418635427951813
Armijo: th(308482.33079295023)=4.621660493314266; dx=-3.5058935575219105E-7 evalInputDelta=-0.20664188265800476
New Minimum: 4.4150186106562614 > 4.38695152848959
END: th(77120.58269823756)=4.38695152848959; dx=-4.107151003013183E-7 evalInputDelta=0.028067082166671753
Fitness changed from 4.4150186106562614 to 4.38695152848959
Iteration 20 complete. Error: 4.38695152848959 Total: 15.9602; Orientation: 0.0030; Line Search: 11.3845
Final threshold in iteration 21: 4.38695152848959 (> -Infinity) after 249.909s (< 5400.000s)
