Reset training subject: 6754809246346
Reset training subject: 6880087179245
Adding measurement 4ba706f6 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=12.271450012922287;dx=-1.82861592133015E-7
New Minimum: 12.271450012922287 > 12.271449990570545
WOLFE (weak): th(2.154434690031884)=12.271449990570545; dx=-1.6947553030398932E-7 evalInputDelta=2.2351741790771484E-8
New Minimum: 12.271449990570545 > 12.271449618041515
WOLFE (weak): th(4.308869380063768)=12.271449618041515; dx=-1.6947555554209855E-7 evalInputDelta=3.948807716369629E-7
New Minimum: 12.271449618041515 > 12.271448522806168
WOLFE (weak): th(12.926608140191302)=12.271448522806168; dx=-1.6947583115430423E-7 evalInputDelta=1.4901161193847656E-6
New Minimum: 12.271448522806168 > 12.271442264318466
WOLFE (weak): th(51.70643256076521)=12.271442264318466; dx=-1.6947602848650187E-7 evalInputDelta=7.748603820800781E-6
New Minimum: 12.271442264318466 > 12.271411262452602
WOLFE (weak): th(258.53216280382605)=12.271411262452602; dx=-1.694755559287015E-7 evalInputDelta=3.875046968460083E-5
New Minimum: 12.271411262452602 > 12.271217793226242
WOLFE (weak): th(1551.1929768229563)=12.271217793226242; dx=-1.694702776028355E-7 evalInputDelta=2.3221969604492188E-4
New Minimum: 12.271217793226242 > 12.269826345145702
WOLFE (weak): th(10858.350837760694)=12.269826345145702; dx=-1.6943419998148507E-7 evalInputDelta=0.0016236677765846252
New Minimum: 12.269826345145702 > 12.25847890228033
WOLFE (weak): th(86866.80670208555)=12.25847890228033; dx=-1.6910984396427853E-7 evalInputDelta=0.01297111064195633
New Minimum: 12.25847890228033 > 12.156056188046932
WOLFE (weak): th(781801.26031877)=12.156056188046932; dx=-1.652705862150579E-7 evalInputDelta=0.11539382487535477
New Minimum: 12.156056188046932 > 11.31770447269082
END: th(7818012.6031877)=11.31770447269082; dx=-1.1799556615522844E-7 evalInputDelta=0.9537455402314663
Fitness changed from 12.271450012922287 to 11.31770447269082
Iteration 1 complete. Error: 11.31770447269082 Total: 1715.2862; Orientation: 0.4776; Line Search: 1348.3508
Iteration 1
Adding measurement 47980989 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=11.31770447269082;dx=-1.385877917359377E-7
New Minimum: 11.31770447269082 > 10.15232615545392
END: th(1.684339755941405E7)=10.15232615545392; dx=-6.086862680894167E-8 evalInputDelta=1.1653783172369003
Fitness changed from 11.31770447269082 to 10.15232615545392
Iteration 2 complete. Error: 10.15232615545392 Total: 371.1296; Orientation: 0.4723; Line Search: 249.9452
Iteration 2
Adding measurement 53dd7f50 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=10.15232615545392;dx=-8.63859185051617E-8
New Minimum: 10.15232615545392 > 9.053012020885944
END: th(3.6288E7)=9.053012020885944; dx=-2.2650416987361708E-8 evalInputDelta=1.099314134567976
Fitness changed from 10.15232615545392 to 9.053012020885944
Iteration 3 complete. Error: 9.053012020885944 Total: 361.5074; Orientation: 0.4750; Line Search: 241.3645
Iteration 3
Adding measurement 52e51b13 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.384e+04, gradient 2.355e-04, dot -0.756; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.271450012922287, 11.31770447269082, 10.15232615545392, 9.053012020885944
LBFGS Accumulation History: 3 points
Removed measurement 4ba706f6 to history. Total: 4
th(0)=9.053012020885944;dx=-5.544447472372187E-8
New Minimum: 9.053012020885944 > 8.750708036124706
WOLF (strong): th(7.8180126031877E7)=8.750708036124706; dx=9.052386414008781E-9 evalInputDelta=0.3023039847612381
New Minimum: 8.750708036124706 > 8.440533116459846
END: th(3.90900630159385E7)=8.440533116459846; dx=-1.0247433688622675E-8 evalInputDelta=0.6124789044260979
Fitness changed from 9.053012020885944 to 8.440533116459846
Iteration 4 complete. Error: 8.440533116459846 Total: 497.5753; Orientation: 9.5548; Line Search: 369.1835
Iteration 4
Adding measurement 279b24a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.206e+04, gradient 2.657e-04, dot -0.598; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 11.31770447269082, 10.15232615545392, 9.053012020885944, 8.440533116459846
LBFGS Accumulation History: 3 points
Removed measurement 47980989 to history. Total: 4
th(0)=8.440533116459846;dx=-7.061951266969883E-8
Armijo: th(8.421698779707026E7)=9.359131250530481; dx=3.532245952802885E-8 evalInputDelta=-0.9185981340706348
New Minimum: 8.440533116459846 > 8.271516591310501
END: th(4.210849389853513E7)=8.271516591310501; dx=-2.698368870156887E-9 evalInputDelta=0.1690165251493454
Fitness changed from 8.440533116459846 to 8.271516591310501
Iteration 5 complete. Error: 8.271516591310501 Total: 499.1347; Orientation: 9.6468; Line Search: 368.0845
Iteration 5
Adding measurement 27c35d63 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.158e+04, gradient 2.460e-04, dot -0.641; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 10.15232615545392, 9.053012020885944, 8.440533116459846, 8.271516591310501
LBFGS Accumulation History: 3 points
Removed measurement 53dd7f50 to history. Total: 4
th(0)=8.271516591310501;dx=-6.050380865716145E-8
Armijo: th(9.072000000000001E7)=9.117553394287825; dx=2.709392091543307E-8 evalInputDelta=-0.8460368029773235
New Minimum: 8.271516591310501 > 7.934075158089399
WOLF (strong): th(4.536000000000001E7)=7.934075158089399; dx=3.159589089502872E-9 evalInputDelta=0.33744143322110176
New Minimum: 7.934075158089399 > 7.81999434530735
END: th(1.5120000000000002E7)=7.81999434530735; dx=-1.6906775992586693E-8 evalInputDelta=0.45152224600315094
Fitness changed from 8.271516591310501 to 7.81999434530735
Iteration 6 complete. Error: 7.81999434530735 Total: 624.9168; Orientation: 9.6416; Line Search: 493.0604
Adding measurement 51168c31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.065e+03, gradient 1.798e-04, dot -0.732; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.053012020885944, 8.440533116459846, 8.271516591310501, 7.81999434530735
LBFGS Accumulation History: 3 points
Removed measurement 52e51b13 to history. Total: 4
th(0)=7.81999434530735;dx=-3.232214393625377E-8
New Minimum: 7.81999434530735 > 7.655636712908745
END: th(3.2575052513282087E7)=7.655636712908745; dx=-8.793172965575797E-9 evalInputDelta=0.16435763239860535
Fitness changed from 7.81999434530735 to 7.655636712908745
Iteration 7 complete. Error: 7.655636712908745 Total: 380.1665; Orientation: 9.6634; Line Search: 252.8617
Adding measurement 78ede052 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.176e+04, gradient 2.188e-04, dot -0.590; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.440533116459846, 8.271516591310501, 7.81999434530735, 7.655636712908745
LBFGS Accumulation History: 3 points
Removed measurement 279b24a0 to history. Total: 4
th(0)=7.655636712908745;dx=-4.7858148307722E-8
Armijo: th(7.018082316422524E7)=8.88310308009386; dx=2.630764755378604E-8 evalInputDelta=-1.2274663671851158
Armijo: th(3.509041158211262E7)=7.898422978818417; dx=2.2446227350983587E-8 evalInputDelta=-0.24278626590967178
New Minimum: 7.655636712908745 > 7.40031786262989
END: th(1.1696803860704206E7)=7.40031786262989; dx=-9.453412285366714E-9 evalInputDelta=0.25531885027885437
Fitness changed from 7.655636712908745 to 7.40031786262989
Iteration 8 complete. Error: 7.40031786262989 Total: 615.9703; Orientation: 9.6535; Line Search: 484.5803
Adding measurement 5019c50f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.638e+03, gradient 1.543e-04, dot -0.702; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.271516591310501, 7.81999434530735, 7.655636712908745, 7.40031786262989
LBFGS Accumulation History: 3 points
Removed measurement 27c35d63 to history. Total: 4
th(0)=7.40031786262989;dx=-2.3805034699532183E-8
New Minimum: 7.40031786262989 > 7.288560349494219
END: th(2.5200000000000007E7)=7.288560349494219; dx=-9.217619155116553E-9 evalInputDelta=0.11175751313567162
Fitness changed from 7.40031786262989 to 7.288560349494219
Iteration 9 complete. Error: 7.288560349494219 Total: 379.4350; Orientation: 9.6585; Line Search: 243.9342
Adding measurement 77bb189 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.395e+04, gradient 1.749e-04, dot -0.652; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.81999434530735, 7.655636712908745, 7.40031786262989, 7.288560349494219
LBFGS Accumulation History: 3 points
Removed measurement 51168c31 to history. Total: 4
th(0)=7.288560349494219;dx=-3.0583284870469715E-8
Armijo: th(5.429175418880349E7)=7.930424679070711; dx=1.6519594103414125E-8 evalInputDelta=-0.6418643295764923
Armijo: th(2.7145877094401743E7)=7.302838008850813; dx=1.15638916327311E-8 evalInputDelta=-0.014277659356594086
New Minimum: 7.288560349494219 > 7.164868138730526
END: th(9048625.698133914)=7.164868138730526; dx=-1.327109546555177E-8 evalInputDelta=0.12369221076369286
Fitness changed from 7.288560349494219 to 7.164868138730526
Iteration 10 complete. Error: 7.164868138730526 Total: 613.8883; Orientation: 9.7428; Line Search: 483.6940
Iteration 10
Adding measurement 7b05d65e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.132e+04, gradient 1.350e-04, dot -0.818; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.655636712908745, 7.40031786262989, 7.288560349494219, 7.164868138730526
LBFGS Accumulation History: 3 points
Removed measurement 78ede052 to history. Total: 4
th(0)=7.164868138730526;dx=-1.8222997056492495E-8
New Minimum: 7.164868138730526 > 7.058825697749853
END: th(1.9494673101173677E7)=7.058825697749853; dx=-1.2275150873091286E-8 evalInputDelta=0.10604244098067284
Fitness changed from 7.164868138730526 to 7.058825697749853
Iteration 11 complete. Error: 7.058825697749853 Total: 381.6196; Orientation: 9.6754; Line Search: 247.7361
Adding measurement 5685dec5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.500e+04, gradient 1.331e-04, dot -0.841; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.40031786262989, 7.288560349494219, 7.164868138730526, 7.058825697749853
LBFGS Accumulation History: 3 points
Removed measurement 5019c50f to history. Total: 4
th(0)=7.058825697749853;dx=-1.771470305253374E-8
New Minimum: 7.058825697749853 > 6.91910058259964
END: th(4.2000000000000015E7)=6.91910058259964; dx=-7.452370370032793E-9 evalInputDelta=0.13972511515021324
Fitness changed from 7.058825697749853 to 6.91910058259964
Iteration 12 complete. Error: 6.91910058259964 Total: 380.0728; Orientation: 10.2055; Line Search: 252.2748
Adding measurement 748fca21 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.191e+04, gradient 1.773e-04, dot -0.569; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.288560349494219, 7.164868138730526, 7.058825697749853, 6.91910058259964
LBFGS Accumulation History: 3 points
Removed measurement 77bb189 to history. Total: 4
th(0)=6.91910058259964;dx=-3.1418331192610706E-8
Armijo: th(9.048625698133916E7)=7.521498806774616; dx=1.0306073799438568E-8 evalInputDelta=-0.6023982241749763
Armijo: th(4.524312849066958E7)=7.027993828058243; dx=-3.345982119346358E-9 evalInputDelta=-0.1088932454586029
New Minimum: 6.91910058259964 > 6.849832467734814
END: th(1.5081042830223193E7)=6.849832467734814; dx=-3.795215274173864E-9 evalInputDelta=0.0692681148648262
Fitness changed from 6.91910058259964 to 6.849832467734814
Iteration 13 complete. Error: 6.849832467734814 Total: 625.5561; Orientation: 9.6593; Line Search: 491.5202
Adding measurement 12e4d76d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.077e+04, gradient 1.587e-04, dot -0.613; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.164868138730526, 7.058825697749853, 6.91910058259964, 6.849832467734814
LBFGS Accumulation History: 3 points
Removed measurement 7b05d65e to history. Total: 4
th(0)=6.849832467734814;dx=-2.517400830355263E-8
Armijo: th(3.249112183528947E7)=6.961113948374987; dx=1.1395552592912326E-8 evalInputDelta=-0.11128148064017296
New Minimum: 6.849832467734814 > 6.754453454166651
END: th(1.6245560917644735E7)=6.754453454166651; dx=-3.092775108810647E-9 evalInputDelta=0.09537901356816292
Fitness changed from 6.849832467734814 to 6.754453454166651
Iteration 14 complete. Error: 6.754453454166651 Total: 497.2077; Orientation: 9.6792; Line Search: 369.7880
Adding measurement 393658f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.535e+04, gradient 1.588e-04, dot -0.598; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.058825697749853, 6.91910058259964, 6.849832467734814, 6.754453454166651
LBFGS Accumulation History: 3 points
Removed measurement 5685dec5 to history. Total: 4
th(0)=6.754453454166651;dx=-2.5214029260108055E-8
Armijo: th(3.500000000000002E7)=6.841431725770235; dx=-1.6836026203479442E-9 evalInputDelta=-0.08697827160358429
New Minimum: 6.754453454166651 > 6.719937730580568
END: th(1.750000000000001E7)=6.719937730580568; dx=-3.3757108655997475E-9 evalInputDelta=0.03451572358608246
Fitness changed from 6.754453454166651 to 6.719937730580568
Iteration 15 complete. Error: 6.719937730580568 Total: 493.8463; Orientation: 9.5775; Line Search: 364.6497
Iteration 15
Adding measurement 793aab8d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.642e+03, gradient 1.572e-04, dot -0.675; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.91910058259964, 6.849832467734814, 6.754453454166651, 6.719937730580568
LBFGS Accumulation History: 3 points
Removed measurement 748fca21 to history. Total: 4
th(0)=6.719937730580568;dx=-2.4702589843727687E-8
Armijo: th(3.770260707555799E7)=6.949267353862524; dx=1.5323257973814956E-8 evalInputDelta=-0.22932962328195572
New Minimum: 6.719937730580568 > 6.643201969563961
WOLF (strong): th(1.8851303537778996E7)=6.643201969563961; dx=2.747727675557614E-10 evalInputDelta=0.07673576101660728
END: th(6283767.845926332)=6.646151050925255; dx=-1.4073592050540107E-8 evalInputDelta=0.07378667965531349
Fitness changed from 6.719937730580568 to 6.643201969563961
Iteration 16 complete. Error: 6.643201969563961 Total: 607.1866; Orientation: 9.9374; Line Search: 476.1558
Adding measurement 790f1c0c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.486e+03, gradient 1.787e-04, dot -0.565; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.849832467734814, 6.754453454166651, 6.719937730580568, 6.643201969563961
LBFGS Accumulation History: 3 points
Removed measurement 12e4d76d to history. Total: 4
th(0)=6.643201969563961;dx=-3.193530732957841E-8
New Minimum: 6.643201969563961 > 6.591187667101622
END: th(1.3537967431370616E7)=6.591187667101622; dx=-1.367762047344691E-9 evalInputDelta=0.0520143024623394
Fitness changed from 6.643201969563961 to 6.591187667101622
Iteration 17 complete. Error: 6.591187667101622 Total: 379.8390; Orientation: 9.6128; Line Search: 246.0279
Adding measurement 209ac8d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.604e+03, gradient 1.477e-04, dot -0.698; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.754453454166651, 6.719937730580568, 6.643201969563961, 6.591187667101622
LBFGS Accumulation History: 3 points
Removed measurement 393658f to history. Total: 4
th(0)=6.591187667101622;dx=-2.1808213396498655E-8
Armijo: th(2.916666666666669E7)=6.614300727844238; dx=6.593954373917322E-9 evalInputDelta=-0.023113060742616653
New Minimum: 6.591187667101622 > 6.508549623191357
END: th(1.4583333333333345E7)=6.508549623191357; dx=-5.715796311758696E-9 evalInputDelta=0.08263804391026497
Fitness changed from 6.591187667101622 to 6.508549623191357
Iteration 18 complete. Error: 6.508549623191357 Total: 503.5913; Orientation: 9.7711; Line Search: 372.6393
Adding measurement 27233fe2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.120e+03, gradient 1.326e-04, dot -0.727; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.719937730580568, 6.643201969563961, 6.591187667101622, 6.508549623191357
LBFGS Accumulation History: 3 points
Removed measurement 793aab8d to history. Total: 4
th(0)=6.508549623191357;dx=-1.757271316831009E-8
Armijo: th(3.1418839229631666E7)=6.520840361714363; dx=-3.0146507493716525E-9 evalInputDelta=-0.01229073852300644
New Minimum: 6.508549623191357 > 6.467990159988403
END: th(1.5709419614815833E7)=6.467990159988403; dx=-6.531352660754721E-9 evalInputDelta=0.04055946320295334
Fitness changed from 6.508549623191357 to 6.467990159988403
Iteration 19 complete. Error: 6.467990159988403 Total: 503.2226; Orientation: 9.9999; Line Search: 370.7677
Adding measurement 47050a2f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.681e+03, gradient 1.329e-04, dot -0.735; [7fcceffe-4a42-45ab-8732-f7c411b700fd = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.643201969563961, 6.591187667101622, 6.508549623191357, 6.467990159988403
LBFGS Accumulation History: 3 points
Removed measurement 790f1c0c to history. Total: 4
th(0)=6.467990159988403;dx=-1.7660645555690007E-8
Armijo: th(3.384491857842655E7)=6.482996143400669; dx=8.287940742443997E-10 evalInputDelta=-0.015005983412265778
New Minimum: 6.467990159988403 > 6.407784394919872
END: th(1.6922459289213274E7)=6.407784394919872; dx=-5.8829176739012455E-9 evalInputDelta=0.060205765068531036
Fitness changed from 6.467990159988403 to 6.407784394919872
Iteration 20 complete. Error: 6.407784394919872 Total: 493.4876; Orientation: 9.7139; Line Search: 362.8991
Iteration 20
Final threshold in iteration 20: 6.407784394919872 (> -Infinity) after 10924.918s (< 10800.000s)