Reset training subject: 918704683500700
Reset training subject: 918707768744100
Adding measurement 6d0c1ee5 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=1.106990858912468;dx=-1.5067738066546637E-7
New Minimum: 1.106990858912468 > 1.1069908440113068
WOLFE (weak): th(2.154434690031884)=1.1069908440113068; dx=-1.506714682110898E-7 evalInputDelta=1.4901161193847656E-8
New Minimum: 1.1069908440113068 > 1.1069906055927277
WOLFE (weak): th(4.308869380063768)=1.1069906055927277; dx=-1.5067140622998512E-7 evalInputDelta=2.5331974029541016E-7
New Minimum: 1.1069906055927277 > 1.106989562511444
WOLFE (weak): th(12.926608140191302)=1.106989562511444; dx=-1.506693736755349E-7 evalInputDelta=1.296401023864746E-6
New Minimum: 1.106989562511444 > 1.1069848388433456
WOLFE (weak): th(51.70643256076521)=1.1069848388433456; dx=-1.506652761384522E-7 evalInputDelta=6.020069122314453E-6
New Minimum: 1.1069848388433456 > 1.1069604605436325
WOLFE (weak): th(258.53216280382605)=1.1069604605436325; dx=-1.5066314681383532E-7 evalInputDelta=3.039836883544922E-5
New Minimum: 1.1069604605436325 > 1.1068087220191956
WOLFE (weak): th(1551.1929768229563)=1.1068087220191956; dx=-1.5060221954348706E-7 evalInputDelta=1.821368932723999E-4
New Minimum: 1.1068087220191956 > 1.1057187914848328
WOLFE (weak): th(10858.350837760694)=1.1057187914848328; dx=-1.5006141913076857E-7 evalInputDelta=0.0012720674276351929
New Minimum: 1.1057187914848328 > 1.096891924738884
WOLFE (weak): th(86866.80670208555)=1.096891924738884; dx=-1.470127384437237E-7 evalInputDelta=0.010098934173583984
New Minimum: 1.096891924738884 > 1.0238182544708252
END: th(781801.26031877)=1.0238182544708252; dx=-1.1936587082565785E-7 evalInputDelta=0.08317260444164276
Fitness changed from 1.106990858912468 to 1.0238182544708252
Iteration 1 complete. Error: 1.0238182544708252 Total: 40.8566; Orientation: 0.0595; Line Search: 31.8370
Iteration 1
Adding measurement 4f7ac844 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.0238182544708252;dx=-1.294401747312063E-7
New Minimum: 1.0238182544708252 > 0.8760243952274323
END: th(1684339.7559414052)=0.8760243952274323; dx=-8.764488161467298E-8 evalInputDelta=0.14779385924339294
Fitness changed from 1.0238182544708252 to 0.8760243952274323
Iteration 2 complete. Error: 0.8760243952274323 Total: 9.6054; Orientation: 0.0670; Line Search: 6.5504
Iteration 2
Adding measurement 60cab67e to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.8760243952274323;dx=-1.1263292563147626E-7
New Minimum: 0.8760243952274323 > 0.6652921140193939
END: th(3628800.0)=0.6652921140193939; dx=-4.373822375406019E-8 evalInputDelta=0.21073228120803833
Fitness changed from 0.8760243952274323 to 0.6652921140193939
Iteration 3 complete. Error: 0.6652921140193939 Total: 9.2160; Orientation: 0.0619; Line Search: 6.1604
Iteration 3
Adding measurement 6195f7d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.234e+03, gradient 2.889e-04, dot -0.797; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.106990858912468, 1.0238182544708252, 0.8760243952274323, 0.6652921140193939
LBFGS Accumulation History: 3 points
Removed measurement 6d0c1ee5 to history. Total: 4
th(0)=0.6652921140193939;dx=-8.347064643849578E-8
New Minimum: 0.6652921140193939 > 0.45417898893356323
END: th(7818012.6031877)=0.45417898893356323; dx=-1.5081629783424856E-8 evalInputDelta=0.2111131250858307
Fitness changed from 0.6652921140193939 to 0.45417898893356323
Iteration 4 complete. Error: 0.45417898893356323 Total: 10.9360; Orientation: 1.7262; Line Search: 6.1913
Iteration 4
Adding measurement 5f9483f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.334e+03, gradient 2.355e-04, dot -0.763; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0238182544708252, 0.8760243952274323, 0.6652921140193939, 0.45417898893356323
LBFGS Accumulation History: 3 points
Removed measurement 4f7ac844 to history. Total: 4
th(0)=0.45417898893356323;dx=-5.5465848761188646E-8
New Minimum: 0.45417898893356323 > 0.295677125453949
END: th(1.684339755941405E7)=0.295677125453949; dx=-1.6109622561451906E-9 evalInputDelta=0.15850186347961426
Fitness changed from 0.45417898893356323 to 0.295677125453949
Iteration 5 complete. Error: 0.295677125453949 Total: 11.6315; Orientation: 1.7476; Line Search: 6.8790
Iteration 5
Adding measurement 1b17cb65 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.854e+03, gradient 2.025e-04, dot -0.749; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8760243952274323, 0.6652921140193939, 0.45417898893356323, 0.295677125453949
LBFGS Accumulation History: 3 points
Removed measurement 60cab67e to history. Total: 4
th(0)=0.295677125453949;dx=-4.100909543981826E-8
New Minimum: 0.295677125453949 > 0.19919267296791077
WOLF (strong): th(3.6288E7)=0.19919267296791077; dx=2.840302884812633E-9 evalInputDelta=0.09648445248603821
New Minimum: 0.19919267296791077 > 0.1264292597770691
END: th(1.8144E7)=0.1264292597770691; dx=-1.1248732899617988E-9 evalInputDelta=0.16924786567687988
Fitness changed from 0.295677125453949 to 0.1264292597770691
Iteration 6 complete. Error: 0.1264292597770691 Total: 14.5512; Orientation: 1.7157; Line Search: 9.8092
Adding measurement 7832421 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.331e+03, gradient 1.379e-04, dot -0.812; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6652921140193939, 0.45417898893356323, 0.295677125453949, 0.1264292597770691
LBFGS Accumulation History: 3 points
Removed measurement 6195f7d8 to history. Total: 4
th(0)=0.1264292597770691;dx=-1.9017455962818288E-8
New Minimum: 0.1264292597770691 > 0.06368044018745422
WOLF (strong): th(3.90900630159385E7)=0.06368044018745422; dx=3.0133209167698887E-9 evalInputDelta=0.06274881958961487
New Minimum: 0.06368044018745422 > 0.00666278600692749
END: th(1.954503150796925E7)=0.00666278600692749; dx=-1.3718983593634838E-9 evalInputDelta=0.1197664737701416
Fitness changed from 0.1264292597770691 to 0.00666278600692749
Iteration 7 complete. Error: 0.00666278600692749 Total: 13.8849; Orientation: 1.7233; Line Search: 9.2907
Adding measurement 4180cfca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.145e+03, gradient 1.088e-04, dot -0.763; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.45417898893356323, 0.295677125453949, 0.1264292597770691, 0.00666278600692749
LBFGS Accumulation History: 3 points
Removed measurement 5f9483f6 to history. Total: 4
th(0)=0.00666278600692749;dx=-1.184348174389852E-8
New Minimum: 0.00666278600692749 > -0.016898423433303833
WOLF (strong): th(4.210849389853513E7)=-0.016898423433303833; dx=1.895018262048915E-9 evalInputDelta=0.023561209440231323
New Minimum: -0.016898423433303833 > -0.05361703038215637
WOLF (strong): th(2.1054246949267566E7)=-0.05361703038215637; dx=2.5218764639577695E-10 evalInputDelta=0.06027981638908386
END: th(7018082.316422522)=-0.04191184043884277; dx=-4.348529317295659E-9 evalInputDelta=0.048574626445770264
Fitness changed from 0.00666278600692749 to -0.05361703038215637
Iteration 8 complete. Error: -0.05361703038215637 Total: 17.4120; Orientation: 1.7332; Line Search: 12.7105
Adding measurement 73a295ae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.904e+03, gradient 1.179e-04, dot -0.656; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.295677125453949, 0.1264292597770691, 0.00666278600692749, -0.05361703038215637
LBFGS Accumulation History: 3 points
Removed measurement 1b17cb65 to history. Total: 4
th(0)=-0.05361703038215637;dx=-1.3905957910375107E-8
New Minimum: -0.05361703038215637 > -0.0813656747341156
WOLF (strong): th(1.5120000000000002E7)=-0.0813656747341156; dx=5.242419353545205E-9 evalInputDelta=0.02774864435195923
New Minimum: -0.0813656747341156 > -0.10268187522888184
END: th(7560000.000000001)=-0.10268187522888184; dx=-1.1942973702109168E-9 evalInputDelta=0.049064844846725464
Fitness changed from -0.05361703038215637 to -0.10268187522888184
Iteration 9 complete. Error: -0.10268187522888184 Total: 14.5399; Orientation: 1.7796; Line Search: 9.7374
Adding measurement 7571101b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.075e+03, gradient 7.123e-05, dot -0.696; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.1264292597770691, 0.00666278600692749, -0.05361703038215637, -0.10268187522888184
LBFGS Accumulation History: 3 points
Removed measurement 7832421 to history. Total: 4
th(0)=-0.10268187522888184;dx=-5.073315955758806E-9
New Minimum: -0.10268187522888184 > -0.130790114402771
END: th(1.6287526256641043E7)=-0.130790114402771; dx=-3.4897287679972046E-10 evalInputDelta=0.02810823917388916
Fitness changed from -0.10268187522888184 to -0.130790114402771
Iteration 10 complete. Error: -0.130790114402771 Total: 10.7043; Orientation: 1.7291; Line Search: 5.9273
Iteration 10
Adding measurement 2c231c2b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.462e+03, gradient 8.503e-05, dot -0.602; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.00666278600692749, -0.05361703038215637, -0.10268187522888184, -0.130790114402771
LBFGS Accumulation History: 3 points
Removed measurement 4180cfca to history. Total: 4
th(0)=-0.130790114402771;dx=-7.2297477366042044E-9
Armijo: th(3.509041158211262E7)=-0.010110050439834595; dx=6.680044503528119E-9 evalInputDelta=-0.1206800639629364
Armijo: th(1.754520579105631E7)=-0.12406006455421448; dx=5.039940070472211E-9 evalInputDelta=-0.0067300498485565186
New Minimum: -0.130790114402771 > -0.15424901247024536
END: th(5848401.930352103)=-0.15424901247024536; dx=-1.786737027716154E-9 evalInputDelta=0.023458898067474365
Fitness changed from -0.130790114402771 to -0.15424901247024536
Iteration 11 complete. Error: -0.15424901247024536 Total: 17.2330; Orientation: 1.9886; Line Search: 12.3694
Adding measurement 37d4eace to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.272e+03, gradient 4.794e-05, dot -0.835; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.05361703038215637, -0.10268187522888184, -0.130790114402771, -0.15424901247024536
LBFGS Accumulation History: 3 points
Removed measurement 73a295ae to history. Total: 4
th(0)=-0.15424901247024536;dx=-2.2983774816459803E-9
New Minimum: -0.15424901247024536 > -0.17375338077545166
END: th(1.2600000000000004E7)=-0.17375338077545166; dx=-1.635036078421057E-9 evalInputDelta=0.0195043683052063
Fitness changed from -0.15424901247024536 to -0.17375338077545166
Iteration 12 complete. Error: -0.17375338077545166 Total: 10.6514; Orientation: 1.7592; Line Search: 6.0772
Adding measurement 2da91bd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.496e+03, gradient 4.441e-05, dot -0.903; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.10268187522888184, -0.130790114402771, -0.15424901247024536, -0.17375338077545166
LBFGS Accumulation History: 3 points
Removed measurement 7571101b to history. Total: 4
th(0)=-0.17375338077545166;dx=-1.9719863035429043E-9
New Minimum: -0.17375338077545166 > -0.20054841041564941
END: th(2.7145877094401743E7)=-0.20054841041564941; dx=-9.28568310496512E-10 evalInputDelta=0.026795029640197754
Fitness changed from -0.17375338077545166 to -0.20054841041564941
Iteration 13 complete. Error: -0.20054841041564941 Total: 10.9418; Orientation: 1.7497; Line Search: 6.3233
Adding measurement 475d2528 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.498e+03, gradient 5.071e-05, dot -0.678; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.130790114402771, -0.15424901247024536, -0.17375338077545166, -0.20054841041564941
LBFGS Accumulation History: 3 points
Removed measurement 2c231c2b to history. Total: 4
th(0)=-0.20054841041564941;dx=-2.571876170073611E-9
Armijo: th(5.848401930352104E7)=-0.15665486454963684; dx=1.264317557287179E-9 evalInputDelta=-0.04389354586601257
Armijo: th(2.924200965176052E7)=-0.19917088747024536; dx=1.0822384681513038E-9 evalInputDelta=-0.0013775229454040527
New Minimum: -0.20054841041564941 > -0.21284747123718262
END: th(9747336.55058684)=-0.21284747123718262; dx=-6.417546797178067E-10 evalInputDelta=0.012299060821533203
Fitness changed from -0.20054841041564941 to -0.21284747123718262
Iteration 14 complete. Error: -0.21284747123718262 Total: 16.8426; Orientation: 1.7050; Line Search: 12.2240
Adding measurement 2228490 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.663e+03, gradient 4.336e-05, dot -0.695; [6bef22a0-b18f-43e6-8a40-b2f49df3118d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.15424901247024536, -0.17375338077545166, -0.20054841041564941, -0.21284747123718262
LBFGS Accumulation History: 3 points
Removed measurement 37d4eace to history. Total: 4
th(0)=-0.21284747123718262;dx=-1.8796912963011926E-9
New Minimum: -0.21284747123718262 > -0.22069956362247467
WOLF (strong): th(2.100000000000001E7)=-0.22069956362247467; dx=4.325632533269616E-10 evalInputDelta=0.007852092385292053
New Minimum: -0.22069956362247467 > -0.22297151386737823
END: th(1.0500000000000006E7)=-0.22297151386737823; dx=-5.697206404062772E-10 evalInputDelta=0.010124042630195618
Fitness changed from -0.21284747123718262 to -0.22297151386737823
Iteration 15 complete. Error: -0.22297151386737823 Total: 14.3794; Orientation: 1.7502; Line Search: 9.6991
Iteration 15
Final threshold in iteration 16: -0.22297151386737823 (> -Infinity) after 223.432s (< 1800.000s)