Reset training subject: 122005984281000
Reset training subject: 122027521925100
Adding measurement 2a6ab2df to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=5.085900686681271;dx=-1.560581869367213E-6
New Minimum: 5.085900686681271 > 5.085891425609589
WOLFE (weak): th(2.154434690031884)=5.085891425609589; dx=-1.467335329067519E-6 evalInputDelta=9.261071681976318E-6
New Minimum: 5.085891425609589 > 5.085882306098938
WOLFE (weak): th(4.308869380063768)=5.085882306098938; dx=-1.4724738235883022E-6 evalInputDelta=1.8380582332611084E-5
New Minimum: 5.085882306098938 > 5.085846047848463
WOLFE (weak): th(12.926608140191302)=5.085846047848463; dx=-1.4605731465156955E-6 evalInputDelta=5.4638832807540894E-5
New Minimum: 5.085846047848463 > 5.085681799799204
WOLFE (weak): th(51.70643256076521)=5.085681799799204; dx=-1.4394658700180704E-6 evalInputDelta=2.1888688206672668E-4
New Minimum: 5.085681799799204 > 5.084806598722935
WOLFE (weak): th(258.53216280382605)=5.084806598722935; dx=-1.433881812404609E-6 evalInputDelta=0.0010940879583358765
New Minimum: 5.084806598722935 > 5.0793455466628075
WOLFE (weak): th(1551.1929768229563)=5.0793455466628075; dx=-1.4569884931200884E-6 evalInputDelta=0.006555140018463135
New Minimum: 5.0793455466628075 > 5.040540486574173
WOLFE (weak): th(10858.350837760694)=5.040540486574173; dx=-1.412057856254979E-6 evalInputDelta=0.045360200107097626
New Minimum: 5.040540486574173 > 4.756423976272345
END: th(86866.80670208555)=4.756423976272345; dx=-1.1426257034376916E-6 evalInputDelta=0.329476710408926
Fitness changed from 5.085900686681271 to 4.756423976272345
Iteration 1 complete. Error: 4.756423976272345 Total: 268.4778; Orientation: 0.0081; Line Search: 199.9677
Adding measurement 645647b9 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=4.756423976272345;dx=-1.0732332924245569E-6
New Minimum: 4.756423976272345 > 4.2801451832056046
END: th(187148.86177126726)=4.2801451832056046; dx=-7.768818211923819E-7 evalInputDelta=0.47627879306674004
Fitness changed from 4.756423976272345 to 4.2801451832056046
Iteration 2 complete. Error: 4.2801451832056046 Total: 65.3620; Orientation: 0.0053; Line Search: 43.3783
Adding measurement 54e1d9da to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.2801451832056046;dx=-6.962586715244129E-7
New Minimum: 4.2801451832056046 > 3.7184887751936913
END: th(403200.00000000006)=3.7184887751936913; dx=-3.7202547874464454E-7 evalInputDelta=0.5616564080119133
Fitness changed from 4.2801451832056046 to 3.7184887751936913
Iteration 3 complete. Error: 3.7184887751936913 Total: 65.5194; Orientation: 0.0052; Line Search: 44.1002
Adding measurement 6039e801 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.790e+02, gradient 7.125e-04, dot -0.723; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7184887751936913, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 6039e801 to history. Total: 3
th(0)=3.7184887751936913;dx=-4.496601080313497E-7
New Minimum: 3.7184887751936913 > 3.2043608874082565
END: th(868668.0670208557)=3.2043608874082565; dx=-1.5721611538430448E-7 evalInputDelta=0.5141278877854347
Fitness changed from 3.7184887751936913 to 3.2043608874082565
Iteration 4 complete. Error: 3.2043608874082565 Total: 65.9029; Orientation: 0.0745; Line Search: 43.4954
Adding measurement 5dceddb4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.190e+02, gradient 6.673e-04, dot -0.531; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2043608874082565, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 5dceddb4 to history. Total: 3
th(0)=3.2043608874082565;dx=-4.033445495325092E-7
New Minimum: 3.2043608874082565 > 3.0362259782850742
WOLF (strong): th(1871488.617712673)=3.0362259782850742; dx=1.0285583538775376E-9 evalInputDelta=0.1681349091231823
New Minimum: 3.0362259782850742 > 2.830575294792652
END: th(935744.3088563365)=2.830575294792652; dx=-7.594733088078384E-8 evalInputDelta=0.3737855926156044
Fitness changed from 3.2043608874082565 to 2.830575294792652
Iteration 5 complete. Error: 2.830575294792652 Total: 89.2667; Orientation: 0.0743; Line Search: 67.6142
Adding measurement 622540bf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.614e+02, gradient 6.249e-04, dot -0.486; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.830575294792652, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 622540bf to history. Total: 3
th(0)=2.830575294792652;dx=-3.4737198493634946E-7
New Minimum: 2.830575294792652 > 2.828740630298853
WOLF (strong): th(2016000.0000000007)=2.828740630298853; dx=3.406177020538568E-8 evalInputDelta=0.0018346644937992096
New Minimum: 2.828740630298853 > 2.5008722580969334
END: th(1008000.0000000003)=2.5008722580969334; dx=-2.508884103860114E-8 evalInputDelta=0.32970303669571877
Fitness changed from 2.830575294792652 to 2.5008722580969334
Iteration 6 complete. Error: 2.5008722580969334 Total: 87.9677; Orientation: 0.0753; Line Search: 65.9955
Adding measurement 1cfa186e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.996e+02, gradient 5.776e-04, dot -0.442; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5008722580969334, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 1cfa186e to history. Total: 3
th(0)=2.5008722580969334;dx=-3.023433375214873E-7
Armijo: th(2171670.1675521396)=2.680238515138626; dx=5.301162761278966E-8 evalInputDelta=-0.17936625704169273
New Minimum: 2.5008722580969334 > 2.255454357713461
END: th(1085835.0837760698)=2.255454357713461; dx=-7.00068396967177E-9 evalInputDelta=0.24541790038347244
Fitness changed from 2.5008722580969334 to 2.255454357713461
Iteration 7 complete. Error: 2.255454357713461 Total: 86.9998; Orientation: 0.0743; Line Search: 64.2054
Adding measurement 727c6ad0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.959e+02, gradient 5.283e-04, dot -0.429; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.255454357713461, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 727c6ad0 to history. Total: 3
th(0)=2.255454357713461;dx=-2.526533451862025E-7
Armijo: th(2339360.7721408415)=2.4865097887814045; dx=6.245312445757242E-8 evalInputDelta=-0.23105543106794357
New Minimum: 2.255454357713461 > 2.049148205667734
WOLF (strong): th(1169680.3860704207)=2.049148205667734; dx=6.7187142265629106E-9 evalInputDelta=0.20630615204572678
END: th(389893.4620234736)=2.0640883408486843; dx=-1.4418894025528968E-7 evalInputDelta=0.1913660168647766
Fitness changed from 2.255454357713461 to 2.049148205667734
Iteration 8 complete. Error: 2.049148205667734 Total: 110.2948; Orientation: 0.0746; Line Search: 88.4522
Adding measurement 67e21b55 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.986e+02, gradient 5.017e-04, dot -0.417; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.049148205667734, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 67e21b55 to history. Total: 3
th(0)=2.049148205667734;dx=-2.2890593404752956E-7
New Minimum: 2.049148205667734 > 1.8355136401951313
END: th(840000.0000000003)=1.8355136401951313; dx=-3.672871402589621E-8 evalInputDelta=0.21363456547260284
Fitness changed from 2.049148205667734 to 1.8355136401951313
Iteration 9 complete. Error: 1.8355136401951313 Total: 65.3634; Orientation: 0.0736; Line Search: 42.9532
Adding measurement 1cf3c86d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.047e+03, gradient 3.842e-04, dot -0.498; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8355136401951313, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 1cf3c86d to history. Total: 3
th(0)=1.8355136401951313;dx=-1.2563419801295174E-7
New Minimum: 1.8355136401951313 > 1.790990225970745
WOLF (strong): th(1809725.139626783)=1.790990225970745; dx=1.086808649505228E-9 evalInputDelta=0.044523414224386215
New Minimum: 1.790990225970745 > 1.7075699493288994
END: th(904862.5698133915)=1.7075699493288994; dx=-4.428523371440703E-8 evalInputDelta=0.12794369086623192
Fitness changed from 1.8355136401951313 to 1.7075699493288994
Iteration 10 complete. Error: 1.7075699493288994 Total: 91.0831; Orientation: 0.0767; Line Search: 67.5013
Adding measurement 5dbe492a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.095e+03, gradient 3.572e-04, dot -0.506; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7075699493288994, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 5dbe492a to history. Total: 3
th(0)=1.7075699493288994;dx=-1.0860068348606755E-7
Armijo: th(1949467.3101173681)=1.8135233372449875; dx=6.388651116628519E-9 evalInputDelta=-0.1059533879160881
New Minimum: 1.7075699493288994 > 1.6605167016386986
END: th(974733.6550586841)=1.6605167016386986; dx=-2.6587807854541022E-8 evalInputDelta=0.047053247690200806
Fitness changed from 1.7075699493288994 to 1.6605167016386986
Iteration 11 complete. Error: 1.6605167016386986 Total: 87.2172; Orientation: 0.0753; Line Search: 64.8966
Adding measurement 2356d3c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.173e+03, gradient 3.750e-04, dot -0.470; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6605167016386986, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 2356d3c6 to history. Total: 3
th(0)=1.6605167016386986;dx=-1.1906846116693347E-7
Armijo: th(2100000.000000001)=1.7513151913881302; dx=1.9314567801960305E-8 evalInputDelta=-0.09079848974943161
New Minimum: 1.6605167016386986 > 1.581614725291729
END: th(1050000.0000000005)=1.581614725291729; dx=-7.805840481749214E-9 evalInputDelta=0.0789019763469696
Fitness changed from 1.6605167016386986 to 1.581614725291729
Iteration 12 complete. Error: 1.581614725291729 Total: 88.5939; Orientation: 0.0769; Line Search: 65.8157
Adding measurement 31b5377e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.209e+03, gradient 3.775e-04, dot -0.443; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.581614725291729, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 31b5377e to history. Total: 3
th(0)=1.581614725291729;dx=-1.2346943576249093E-7
Armijo: th(2262156.424533479)=1.8140984773635864; dx=3.2272813706710575E-8 evalInputDelta=-0.23248375207185745
New Minimum: 1.581614725291729 > 1.542202390730381
WOLF (strong): th(1131078.2122667395)=1.542202390730381; dx=7.200190466399256E-10 evalInputDelta=0.03941233456134796
New Minimum: 1.542202390730381 > 1.511821947991848
END: th(377026.0707555798)=1.511821947991848; dx=-8.078650799637333E-8 evalInputDelta=0.06979277729988098
Fitness changed from 1.581614725291729 to 1.511821947991848
Iteration 13 complete. Error: 1.511821947991848 Total: 111.6278; Orientation: 0.0747; Line Search: 88.9976
Adding measurement 77e4b412 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.268e+03, gradient 3.091e-04, dot -0.534; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.511821947991848, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 77e4b412 to history. Total: 3
th(0)=1.511821947991848;dx=-7.558154269494616E-8
New Minimum: 1.511821947991848 > 1.4530174359679222
END: th(812278.0458822367)=1.4530174359679222; dx=-3.8101115634092324E-8 evalInputDelta=0.05880451202392578
Fitness changed from 1.511821947991848 to 1.4530174359679222
Iteration 14 complete. Error: 1.4530174359679222 Total: 66.2398; Orientation: 0.0779; Line Search: 43.9942
Adding measurement 3be694ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.294e+03, gradient 3.088e-04, dot -0.515; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4530174359679222, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 3be694ac to history. Total: 3
th(0)=1.4530174359679222;dx=-7.732749407495434E-8
New Minimum: 1.4530174359679222 > 1.429275006055832
END: th(1750000.000000001)=1.429275006055832; dx=-1.3349492089191008E-8 evalInputDelta=0.0237424299120903
Fitness changed from 1.4530174359679222 to 1.429275006055832
Iteration 15 complete. Error: 1.429275006055832 Total: 65.3455; Orientation: 0.0751; Line Search: 43.5780
Adding measurement 445baa6b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.239e+03, gradient 3.840e-04, dot -0.371; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.429275006055832, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 445baa6b to history. Total: 3
th(0)=1.429275006055832;dx=-1.2959582389554672E-7
Armijo: th(3770260.707555799)=2.041374333202839; dx=6.282021261967994E-8 evalInputDelta=-0.612099327147007
Armijo: th(1885130.3537778994)=1.4534674808382988; dx=3.900868202617041E-8 evalInputDelta=-0.02419247478246689
New Minimum: 1.429275006055832 > 1.3084828183054924
END: th(628376.7845926331)=1.3084828183054924; dx=-5.206936305298896E-8 evalInputDelta=0.12079218775033951
Fitness changed from 1.429275006055832 to 1.3084828183054924
Iteration 16 complete. Error: 1.3084828183054924 Total: 110.6472; Orientation: 0.0752; Line Search: 87.0838
Adding measurement 36b69175 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.313e+03, gradient 2.944e-04, dot -0.474; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3084828183054924, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 36b69175 to history. Total: 3
th(0)=1.3084828183054924;dx=-6.848122406938072E-8
New Minimum: 1.3084828183054924 > 1.2907305136322975
END: th(1353796.7431370614)=1.2907305136322975; dx=-1.7711901555268933E-8 evalInputDelta=0.017752304673194885
Fitness changed from 1.3084828183054924 to 1.2907305136322975
Iteration 17 complete. Error: 1.2907305136322975 Total: 65.4936; Orientation: 0.0795; Line Search: 43.2692
Adding measurement 7a4734c1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.407e+03, gradient 3.346e-04, dot -0.412; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2907305136322975, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 7a4734c1 to history. Total: 3
th(0)=1.2907305136322975;dx=-9.301209129096541E-8
Armijo: th(2916666.666666669)=1.5930566936731339; dx=3.08911474203723E-8 evalInputDelta=-0.30232618004083633
Armijo: th(1458333.3333333344)=1.2964731603860855; dx=7.576190053254806E-9 evalInputDelta=-0.005742646753787994
New Minimum: 1.2907305136322975 > 1.2328507006168365
END: th(486111.1111111115)=1.2328507006168365; dx=-4.549809155308758E-8 evalInputDelta=0.05787981301546097
Fitness changed from 1.2907305136322975 to 1.2328507006168365
Iteration 18 complete. Error: 1.2328507006168365 Total: 115.6717; Orientation: 0.0729; Line Search: 93.3532
Adding measurement 20b76ad6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.390e+03, gradient 2.649e-04, dot -0.498; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2328507006168365, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 20b76ad6 to history. Total: 3
th(0)=1.2328507006168365;dx=-5.4733320024832836E-8
New Minimum: 1.2328507006168365 > 1.1916045546531677
END: th(1047294.6409877221)=1.1916045546531677; dx=-2.920261925016092E-8 evalInputDelta=0.04124614596366882
Fitness changed from 1.2328507006168365 to 1.1916045546531677
Iteration 19 complete. Error: 1.1916045546531677 Total: 72.8338; Orientation: 0.0756; Line Search: 49.1512
Adding measurement 313f4cc6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.485e+03, gradient 2.792e-04, dot -0.475; [449041b6-8be8-4e09-ac76-f4f599d7c897 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1916045546531677, 4.2801451832056046, 4.756423976272345, 5.085900686681271
LBFGS Accumulation History: 3 points
Removed measurement 313f4cc6 to history. Total: 3
th(0)=1.1916045546531677;dx=-5.8874558746697184E-8
Armijo: th(2256327.905228436)=1.2342817857861519; dx=1.2702444872920327E-9 evalInputDelta=-0.04267723113298416
New Minimum: 1.1916045546531677 > 1.1568837091326714
END: th(1128163.952614218)=1.1568837091326714; dx=-1.9440521941712233E-8 evalInputDelta=0.03472084552049637
Fitness changed from 1.1916045546531677 to 1.1568837091326714
Iteration 20 complete. Error: 1.1568837091326714 Total: 90.8951; Orientation: 0.0742; Line Search: 67.1861
Final threshold in iteration 21: 1.1568837091326714 (> -Infinity) after 1870.804s (< 5400.000s)
