Reset training subject: 1430966476633700
Reset training subject: 1431003210421800
Adding measurement 451cef67 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-30.200962781906128;dx=-2.817553202408519E-6
New Minimum: -30.200962781906128 > -30.200963206589222
WOLFE (weak): th(2.154434690031884)=-30.200963206589222; dx=-2.8156941483050593E-6 evalInputDelta=4.246830940246582E-7
New Minimum: -30.200963206589222 > -30.200964327901602
WOLFE (weak): th(4.308869380063768)=-30.200964327901602; dx=-2.8158239276326077E-6 evalInputDelta=1.5459954738616943E-6
New Minimum: -30.200964327901602 > -30.200968738024432
WOLFE (weak): th(12.926608140191302)=-30.200968738024432; dx=-2.816220705917446E-6 evalInputDelta=5.956118304339952E-6
New Minimum: -30.200968738024432 > -30.200987804681063
WOLFE (weak): th(51.70643256076521)=-30.200987804681063; dx=-2.818235992742415E-6 evalInputDelta=2.5022774934768677E-5
New Minimum: -30.200987804681063 > -30.201103587324422
WOLFE (weak): th(258.53216280382605)=-30.201103587324422; dx=-2.8275123287335283E-6 evalInputDelta=1.4080541829386561E-4
New Minimum: -30.201103587324422 > -30.201830902447302
WOLFE (weak): th(1551.1929768229563)=-30.201830902447302; dx=-2.847042936487693E-6 evalInputDelta=8.681205411740223E-4
New Minimum: -30.201830902447302 > -30.20671426442762
END: th(10858.350837760694)=-30.20671426442762; dx=-2.5118945590447076E-6 evalInputDelta=0.005751482521493045
Fitness changed from -30.200962781906128 to -30.20671426442762
Iteration 1 complete. Error: -30.20671426442762 Total: 436.3155; Orientation: 0.0786; Line Search: 321.7239
Iteration 1
Adding measurement 78141c58 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-30.20671426442762;dx=-2.4361296403066134E-6
New Minimum: -30.20671426442762 > -30.217785951991875
WOLFE (weak): th(23393.607721408407)=-30.217785951991875; dx=-2.3312378561151337E-6 evalInputDelta=0.011071687564253807
New Minimum: -30.217785951991875 > -30.22840427731474
WOLFE (weak): th(46787.215442816814)=-30.22840427731474; dx=-2.2374882804027472E-6 evalInputDelta=0.021690012887120247
New Minimum: -30.22840427731474 > -30.266671227291226
END: th(140361.64632845044)=-30.266671227291226; dx=-1.8671054050561067E-6 evalInputDelta=0.05995696286360541
Fitness changed from -30.20671426442762 to -30.266671227291226
Iteration 2 complete. Error: -30.266671227291226 Total: 198.1223; Orientation: 0.0782; Line Search: 157.6677
Iteration 2
Adding measurement 3a5ffea to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-30.266671227291226;dx=-1.7296063123171147E-6
New Minimum: -30.266671227291226 > -30.360305127998192
END: th(302400.00000000006)=-30.360305127998192; dx=-1.3298353868095039E-6 evalInputDelta=0.09363390070696553
Fitness changed from -30.266671227291226 to -30.360305127998192
Iteration 3 complete. Error: -30.360305127998192 Total: 117.5614; Orientation: 0.0778; Line Search: 78.2715
Iteration 3
Adding measurement 54fd5759 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.643e+03, gradient 1.107e-03, dot -0.993; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.200962781906128, -30.20671426442762, -30.266671227291226, -30.360305127998192
LBFGS Accumulation History: 3 points
Removed measurement 451cef67 to history. Total: 4
th(0)=-30.360305127998192;dx=-1.2262048239496616E-6
New Minimum: -30.360305127998192 > -30.4962473846972
END: th(651501.0502656418)=-30.4962473846972; dx=-8.717083493426295E-7 evalInputDelta=0.13594225669900695
Fitness changed from -30.360305127998192 to -30.4962473846972
Iteration 4 complete. Error: -30.4962473846972 Total: 123.7694; Orientation: 2.3235; Line Search: 82.0190
Iteration 4
Adding measurement 22a22f1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.019e+03, gradient 1.042e-03, dot -0.892; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.20671426442762, -30.266671227291226, -30.360305127998192, -30.4962473846972
LBFGS Accumulation History: 3 points
Removed measurement 78141c58 to history. Total: 4
th(0)=-30.4962473846972;dx=-1.0861047722934821E-6
New Minimum: -30.4962473846972 > -30.692870538681746
END: th(1403616.4632845046)=-30.692870538681746; dx=-5.332340407681837E-7 evalInputDelta=0.19662315398454666
Fitness changed from -30.4962473846972 to -30.692870538681746
Iteration 5 complete. Error: -30.692870538681746 Total: 121.2709; Orientation: 2.3433; Line Search: 78.1493
Iteration 5
Adding measurement 415419a4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.847e+03, gradient 9.653e-04, dot -0.801; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.266671227291226, -30.360305127998192, -30.4962473846972, -30.692870538681746
LBFGS Accumulation History: 3 points
Removed measurement 3a5ffea to history. Total: 4
th(0)=-30.692870538681746;dx=-9.3185576375022E-7
New Minimum: -30.692870538681746 > -30.853262012203533
END: th(3024000.0000000005)=-30.853262012203533; dx=-1.9573547559678238E-7 evalInputDelta=0.16039147352178773
Fitness changed from -30.692870538681746 to -30.853262012203533
Iteration 6 complete. Error: -30.853262012203533 Total: 123.4245; Orientation: 2.3273; Line Search: 82.7351
Adding measurement 43255f91 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.637e+03, gradient 9.292e-04, dot -0.698; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.360305127998192, -30.4962473846972, -30.692870538681746, -30.853262012203533
LBFGS Accumulation History: 3 points
Removed measurement 54fd5759 to history. Total: 4
th(0)=-30.853262012203533;dx=-8.63448993639478E-7
New Minimum: -30.853262012203533 > -30.99374531581998
END: th(6515010.502656418)=-30.99374531581998; dx=-3.8417828965696306E-8 evalInputDelta=0.14048330361644545
Fitness changed from -30.853262012203533 to -30.99374531581998
Iteration 7 complete. Error: -30.99374531581998 Total: 125.2906; Orientation: 2.3532; Line Search: 80.6385
Adding measurement 4d22265c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.202e+03, gradient 9.923e-04, dot -0.660; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.4962473846972, -30.692870538681746, -30.853262012203533, -30.99374531581998
LBFGS Accumulation History: 3 points
Removed measurement 22a22f1 to history. Total: 4
th(0)=-30.99374531581998;dx=-9.84655522162612E-7
Armijo: th(1.4036164632845048E7)=-30.87644921367367; dx=1.4454696327351787E-7 evalInputDelta=-0.11729610214630881
New Minimum: -30.99374531581998 > -31.05353479211529
WOLF (strong): th(7018082.316422524)=-31.05353479211529; dx=1.0942521247827305E-7 evalInputDelta=0.05978947629531106
New Minimum: -31.05353479211529 > -31.126220875730116
END: th(2339360.7721408415)=-31.126220875730116; dx=-3.017940916872912E-8 evalInputDelta=0.13247555991013726
Fitness changed from -30.99374531581998 to -31.126220875730116
Iteration 8 complete. Error: -31.126220875730116 Total: 200.2367; Orientation: 2.3298; Line Search: 160.5275
Adding measurement 34376069 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.453e+03, gradient 7.915e-04, dot -0.646; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.692870538681746, -30.853262012203533, -30.99374531581998, -31.126220875730116
LBFGS Accumulation History: 3 points
Removed measurement 415419a4 to history. Total: 4
th(0)=-31.126220875730116;dx=-6.265303277859815E-7
New Minimum: -31.126220875730116 > -31.159990827242535
WOLF (strong): th(5040000.000000002)=-31.159990827242535; dx=1.0858065248168345E-7 evalInputDelta=0.03376995151241857
New Minimum: -31.159990827242535 > -31.1986641480277
WOLF (strong): th(2520000.000000001)=-31.1986641480277; dx=1.7491058936888726E-9 evalInputDelta=0.0724432722975834
END: th(840000.0000000003)=-31.17625385460754; dx=-2.019469530185054E-7 evalInputDelta=0.050032978877425194
Fitness changed from -31.126220875730116 to -31.1986641480277
Iteration 9 complete. Error: -31.1986641480277 Total: 201.5205; Orientation: 2.3397; Line Search: 159.2911
Adding measurement 673a5aa7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.211e+03, gradient 8.563e-04, dot -0.579; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.853262012203533, -30.99374531581998, -31.126220875730116, -31.1986641480277
LBFGS Accumulation History: 3 points
Removed measurement 43255f91 to history. Total: 4
th(0)=-31.1986641480277;dx=-7.332291434793891E-7
New Minimum: -31.1986641480277 > -31.267974364260834
END: th(1809725.139626783)=-31.267974364260834; dx=-6.418990909236487E-8 evalInputDelta=0.06931021623313427
Fitness changed from -31.1986641480277 to -31.267974364260834
Iteration 10 complete. Error: -31.267974364260834 Total: 125.4997; Orientation: 2.3644; Line Search: 83.4685
Iteration 10
Adding measurement 5af1b221 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.657e+03, gradient 5.172e-04, dot -0.781; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.99374531581998, -31.126220875730116, -31.1986641480277, -31.267974364260834
LBFGS Accumulation History: 3 points
Removed measurement 4d22265c to history. Total: 4
th(0)=-31.267974364260834;dx=-2.674776812595707E-7
New Minimum: -31.267974364260834 > -31.32129553457101
WOLF (strong): th(3898934.6202347362)=-31.32129553457101; dx=8.256615817086108E-9 evalInputDelta=0.053321170310177024
END: th(1949467.3101173681)=-31.31834529278179; dx=-7.710211872849274E-8 evalInputDelta=0.05037092852095526
Fitness changed from -31.267974364260834 to -31.32129553457101
Iteration 11 complete. Error: -31.32129553457101 Total: 167.2126; Orientation: 2.3448; Line Search: 123.9835
Adding measurement 5aefdb9e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.905e+03, gradient 8.106e-04, dot -0.532; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.126220875730116, -31.1986641480277, -31.267974364260834, -31.32129553457101
LBFGS Accumulation History: 3 points
Removed measurement 34376069 to history. Total: 4
th(0)=-31.32129553457101;dx=-6.571305864676691E-7
New Minimum: -31.32129553457101 > -31.342018743356068
WOLF (strong): th(4200000.000000002)=-31.342018743356068; dx=1.4775037296390045E-7 evalInputDelta=0.020723208785057068
New Minimum: -31.342018743356068 > -31.38869854186972
WOLF (strong): th(2100000.000000001)=-31.38869854186972; dx=4.765965082241763E-8 evalInputDelta=0.06740300729870796
END: th(700000.0000000003)=-31.375944721822936; dx=-1.9917945524809724E-7 evalInputDelta=0.05464918725192547
Fitness changed from -31.32129553457101 to -31.38869854186972
Iteration 12 complete. Error: -31.38869854186972 Total: 201.7547; Orientation: 2.3460; Line Search: 158.3867
Adding measurement 1a34f8e2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.431e+03, gradient 5.368e-04, dot -0.663; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.1986641480277, -31.267974364260834, -31.32129553457101, -31.38869854186972
LBFGS Accumulation History: 3 points
Removed measurement 673a5aa7 to history. Total: 4
th(0)=-31.38869854186972;dx=-2.881407043060281E-7
New Minimum: -31.38869854186972 > -31.433644166837137
END: th(1508104.2830223194)=-31.433644166837137; dx=-7.739694374843222E-8 evalInputDelta=0.044945624967418496
Fitness changed from -31.38869854186972 to -31.433644166837137
Iteration 13 complete. Error: -31.433644166837137 Total: 122.5698; Orientation: 2.3500; Line Search: 82.1863
Adding measurement 3fc2a1d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.257e+03, gradient 3.907e-04, dot -0.775; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.267974364260834, -31.32129553457101, -31.38869854186972, -31.433644166837137
LBFGS Accumulation History: 3 points
Removed measurement 5af1b221 to history. Total: 4
th(0)=-31.433644166837137;dx=-1.5261596161943605E-7
New Minimum: -31.433644166837137 > -31.485917874922354
END: th(3249112.183528947)=-31.485917874922354; dx=-5.2064014341300716E-8 evalInputDelta=0.0522737080852167
Fitness changed from -31.433644166837137 to -31.485917874922354
Iteration 14 complete. Error: -31.485917874922354 Total: 119.5738; Orientation: 2.3398; Line Search: 77.5882
Adding measurement 66428512 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.144e+03, gradient 5.446e-04, dot -0.561; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.32129553457101, -31.38869854186972, -31.433644166837137, -31.485917874922354
LBFGS Accumulation History: 3 points
Removed measurement 5aefdb9e to history. Total: 4
th(0)=-31.485917874922354;dx=-2.965709942441372E-7
Armijo: th(7000000.000000005)=-31.43872714539369; dx=1.0892343551609568E-7 evalInputDelta=-0.04719072952866554
New Minimum: -31.485917874922354 > -31.505775906766456
WOLF (strong): th(3500000.0000000023)=-31.505775906766456; dx=4.8841322999651175E-8 evalInputDelta=0.01985803184410173
New Minimum: -31.505775906766456 > -31.513917901242774
END: th(1166666.6666666674)=-31.513917901242774; dx=-6.175312035343504E-8 evalInputDelta=0.02800002632042009
Fitness changed from -31.485917874922354 to -31.513917901242774
Iteration 15 complete. Error: -31.513917901242774 Total: 204.8085; Orientation: 2.3474; Line Search: 162.1191
Iteration 15
Adding measurement 66d73e2d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.316e+03, gradient 3.577e-04, dot -0.800; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.38869854186972, -31.433644166837137, -31.485917874922354, -31.513917901242774
LBFGS Accumulation History: 3 points
Removed measurement 1a34f8e2 to history. Total: 4
th(0)=-31.513917901242774;dx=-1.2796428590166514E-7
New Minimum: -31.513917901242774 > -31.548664196083944
END: th(2513507.138370533)=-31.548664196083944; dx=-5.281332418459342E-8 evalInputDelta=0.03474629484117031
Fitness changed from -31.513917901242774 to -31.548664196083944
Iteration 16 complete. Error: -31.548664196083944 Total: 122.8630; Orientation: 2.3560; Line Search: 82.4846
Adding measurement 4718d320 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.465e+03, gradient 4.578e-04, dot -0.606; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.433644166837137, -31.485917874922354, -31.513917901242774, -31.548664196083944
LBFGS Accumulation History: 3 points
Removed measurement 3fc2a1d1 to history. Total: 4
th(0)=-31.548664196083944;dx=-2.096265404195595E-7
New Minimum: -31.548664196083944 > -31.58086706697941
WOLF (strong): th(5415186.972548246)=-31.58086706697941; dx=8.802450932156888E-9 evalInputDelta=0.03220287089546403
New Minimum: -31.58086706697941 > -31.581898473203182
END: th(2707593.486274123)=-31.581898473203182; dx=-2.2840766593409274E-8 evalInputDelta=0.03323427711923799
Fitness changed from -31.548664196083944 to -31.581898473203182
Iteration 17 complete. Error: -31.581898473203182 Total: 157.2455; Orientation: 2.3417; Line Search: 115.2781
Adding measurement 5fafd099 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.765e+03, gradient 4.489e-04, dot -0.662; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.485917874922354, -31.513917901242774, -31.548664196083944, -31.581898473203182
LBFGS Accumulation History: 3 points
Removed measurement 66428512 to history. Total: 4
th(0)=-31.581898473203182;dx=-2.015351027780838E-7
Armijo: th(5833333.333333339)=-31.581316788370412; dx=6.763134219719386E-8 evalInputDelta=-5.816848327704349E-4
New Minimum: -31.581898473203182 > -31.614508757988613
WOLF (strong): th(2916666.6666666693)=-31.614508757988613; dx=1.4070492725767157E-8 evalInputDelta=0.03261028478543082
END: th(972222.2222222231)=-31.604887718955677; dx=-9.016270005641153E-8 evalInputDelta=0.022989245752494725
Fitness changed from -31.581898473203182 to -31.614508757988613
Iteration 18 complete. Error: -31.614508757988613 Total: 211.4640; Orientation: 2.4996; Line Search: 170.5683
Adding measurement 67062a93 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.190e+03, gradient 5.312e-04, dot -0.535; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.513917901242774, -31.548664196083944, -31.581898473203182, -31.614508757988613
LBFGS Accumulation History: 3 points
Removed measurement 66d73e2d to history. Total: 4
th(0)=-31.614508757988613;dx=-2.821703545901398E-7
New Minimum: -31.614508757988613 > -31.646175297598045
WOLF (strong): th(2094589.2819754444)=-31.646175297598045; dx=3.509158133971691E-8 evalInputDelta=0.03166653960943222
END: th(1047294.6409877222)=-31.64473340349893; dx=-7.400397117244349E-8 evalInputDelta=0.030224645510315895
Fitness changed from -31.614508757988613 to -31.646175297598045
Iteration 19 complete. Error: -31.646175297598045 Total: 162.3158; Orientation: 2.3478; Line Search: 123.4207
Adding measurement 65871cfd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.735e+03, gradient 4.585e-04, dot -0.629; [98b4face-a43a-41a1-b125-d4eb3f2d634f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -31.548664196083944, -31.581898473203182, -31.614508757988613, -31.646175297598045
LBFGS Accumulation History: 3 points
Removed measurement 4718d320 to history. Total: 4
th(0)=-31.646175297598045;dx=-2.102147418486338E-7
New Minimum: -31.646175297598045 > -31.67729593006273
WOLF (strong): th(2256327.9052284365)=-31.67729593006273; dx=1.2527663806182277E-8 evalInputDelta=0.03112063246468466
END: th(1128163.9526142182)=-31.673265855759382; dx=-7.578186672186606E-8 evalInputDelta=0.027090558161336986
Fitness changed from -31.646175297598045 to -31.67729593006273
Iteration 20 complete. Error: -31.67729593006273 Total: 160.3592; Orientation: 2.3772; Line Search: 117.6804
Iteration 20
Final threshold in iteration 21: -31.67729593006273 (> -Infinity) after 3403.263s (< 5400.000s)