Reset training subject: 2872112931565
Reset training subject: 2874607511318
Adding measurement 757ae762 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=3.5503571331501007;dx=-2.4334088685788073E-7
New Minimum: 3.5503571331501007 > 3.550356611609459
WOLFE (weak): th(2.154434690031884)=3.550356611609459; dx=-2.429579648572758E-7 evalInputDelta=5.21540641784668E-7
New Minimum: 3.550356611609459 > 3.550355851650238
WOLFE (weak): th(4.308869380063768)=3.550355851650238; dx=-2.4282339591904846E-7 evalInputDelta=1.2814998626708984E-6
New Minimum: 3.550355851650238 > 3.550353080034256
WOLFE (weak): th(12.926608140191302)=3.550353080034256; dx=-2.429348506003158E-7 evalInputDelta=4.0531158447265625E-6
New Minimum: 3.550353080034256 > 3.550341233611107
WOLFE (weak): th(51.70643256076521)=3.550341233611107; dx=-2.42847842181298E-7 evalInputDelta=1.589953899383545E-5
New Minimum: 3.550341233611107 > 3.5502768605947495
WOLFE (weak): th(258.53216280382605)=3.5502768605947495; dx=-2.42938998055111E-7 evalInputDelta=8.027255535125732E-5
New Minimum: 3.5502768605947495 > 3.549876093864441
WOLFE (weak): th(1551.1929768229563)=3.549876093864441; dx=-2.4284370911375343E-7 evalInputDelta=4.8103928565979004E-4
New Minimum: 3.549876093864441 > 3.5469879508018494
WOLFE (weak): th(10858.350837760694)=3.5469879508018494; dx=-2.4268505922493525E-7 evalInputDelta=0.0033691823482513428
New Minimum: 3.5469879508018494 > 3.523415207862854
WOLFE (weak): th(86866.80670208555)=3.523415207862854; dx=-2.421522176329585E-7 evalInputDelta=0.026941925287246704
New Minimum: 3.523415207862854 > 3.309570774435997
WOLFE (weak): th(781801.26031877)=3.309570774435997; dx=-2.342060628782901E-7 evalInputDelta=0.2407863587141037
New Minimum: 3.309570774435997 > 1.8904058039188385
END: th(7818012.6031877)=1.8904058039188385; dx=-1.203711215807738E-7 evalInputDelta=1.6599513292312622
Fitness changed from 3.5503571331501007 to 1.8904058039188385
Iteration 1 complete. Error: 1.8904058039188385 Total: 32.5280; Orientation: 0.0122; Line Search: 25.6536
Iteration 1
Adding measurement 33e9f163 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.8904058039188385;dx=-1.789990719831381E-7
New Minimum: 1.8904058039188385 > 0.34434281289577484
END: th(1.684339755941405E7)=0.34434281289577484; dx=-3.58477368177894E-8 evalInputDelta=1.5460629910230637
Fitness changed from 1.8904058039188385 to 0.34434281289577484
Iteration 2 complete. Error: 0.34434281289577484 Total: 7.1617; Orientation: 0.0129; Line Search: 4.9076
Iteration 2
Adding measurement 580785f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.34434281289577484;dx=-9.793672102072984E-8
New Minimum: 0.34434281289577484 > 0.295619398355484
WOLF (strong): th(3.6288E7)=0.295619398355484; dx=6.6874498439828E-9 evalInputDelta=0.04872341454029083
New Minimum: 0.295619398355484 > -0.5223330855369568
END: th(1.8144E7)=-0.5223330855369568; dx=-2.5994552546719836E-8 evalInputDelta=0.8666758984327316
Fitness changed from 0.34434281289577484 to -0.5223330855369568
Iteration 3 complete. Error: -0.5223330855369568 Total: 10.4129; Orientation: 0.0127; Line Search: 7.0957
Iteration 3
Adding measurement 2c60a5d2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.879e+03, gradient 2.180e-04, dot -0.540; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5223330855369568, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 2c60a5d2 to history. Total: 3
th(0)=-0.5223330855369568;dx=-4.734448304204807E-8
New Minimum: -0.5223330855369568 > -0.5574907213449478
END: th(3.90900630159385E7)=-0.5574907213449478; dx=-1.1664080974820623E-9 evalInputDelta=0.03515763580799103
Fitness changed from -0.5223330855369568 to -0.5574907213449478
Iteration 4 complete. Error: -0.5574907213449478 Total: 7.2999; Orientation: 0.3399; Line Search: 4.5461
Iteration 4
Adding measurement 7b4ac69b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.439e+03, gradient 2.419e-04, dot -0.552; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5574907213449478, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 7b4ac69b to history. Total: 3
th(0)=-0.5574907213449478;dx=-5.841573512354232E-8
Armijo: th(8.421698779707026E7)=11.412186115980148; dx=1.03533823820738E-7 evalInputDelta=-11.969676837325096
Armijo: th(4.210849389853513E7)=1.1195102334022522; dx=4.4634210399298043E-8 evalInputDelta=-1.6770009547472
New Minimum: -0.5574907213449478 > -1.0316568166017532
END: th(1.4036164632845044E7)=-1.0316568166017532; dx=-1.243629513590101E-8 evalInputDelta=0.4741660952568054
Fitness changed from -0.5574907213449478 to -1.0316568166017532
Iteration 5 complete. Error: -1.0316568166017532 Total: 11.8575; Orientation: 0.3066; Line Search: 9.3407
Iteration 5
Adding measurement 23e30904 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.464e+03, gradient 1.833e-04, dot -0.754; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0316568166017532, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 23e30904 to history. Total: 3
th(0)=-1.0316568166017532;dx=-3.3527308225896526E-8
Armijo: th(3.0240000000000004E7)=-0.8045806884765625; dx=1.5475536851468425E-8 evalInputDelta=-0.22707612812519073
New Minimum: -1.0316568166017532 > -1.2806589305400848
END: th(1.5120000000000002E7)=-1.2806589305400848; dx=-6.6233258894370744E-9 evalInputDelta=0.2490021139383316
Fitness changed from -1.0316568166017532 to -1.2806589305400848
Iteration 6 complete. Error: -1.2806589305400848 Total: 10.2897; Orientation: 0.3071; Line Search: 7.7148
Adding measurement f22696a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.698e+03, gradient 1.534e-04, dot -0.615; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2806589305400848, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement f22696a to history. Total: 3
th(0)=-1.2806589305400848;dx=-2.3327945825294735E-8
Armijo: th(3.2575052513282087E7)=-0.9007331877946854; dx=1.5339982125100623E-8 evalInputDelta=-0.3799257427453995
New Minimum: -1.2806589305400848 > -1.4007107317447662
END: th(1.6287526256641043E7)=-1.4007107317447662; dx=-2.3299346892145954E-9 evalInputDelta=0.1200518012046814
Fitness changed from -1.2806589305400848 to -1.4007107317447662
Iteration 7 complete. Error: -1.4007107317447662 Total: 10.0982; Orientation: 0.3045; Line Search: 7.2607
Adding measurement 794126ad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.312e+03, gradient 1.488e-04, dot -0.478; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4007107317447662, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 794126ad to history. Total: 3
th(0)=-1.4007107317447662;dx=-2.209486081113842E-8
Armijo: th(3.509041158211262E7)=-0.6286159008741379; dx=2.7302823121551454E-8 evalInputDelta=-0.7720948308706284
New Minimum: -1.4007107317447662 > -1.4485628455877304
WOLF (strong): th(1.754520579105631E7)=-1.4485628455877304; dx=3.596326606844031E-9 evalInputDelta=0.04785211384296417
New Minimum: -1.4485628455877304 > -1.5060662180185318
END: th(5848401.930352103)=-1.5060662180185318; dx=-1.3083131203683489E-8 evalInputDelta=0.10535548627376556
Fitness changed from -1.4007107317447662 to -1.5060662180185318
Iteration 8 complete. Error: -1.5060662180185318 Total: 11.8779; Orientation: 0.3055; Line Search: 9.1040
Adding measurement 937b7cb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.488e+03, gradient 1.057e-04, dot -0.446; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5060662180185318, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 937b7cb to history. Total: 3
th(0)=-1.5060662180185318;dx=-1.1134634925657623E-8
New Minimum: -1.5060662180185318 > -1.5772973895072937
END: th(1.2600000000000004E7)=-1.5772973895072937; dx=-8.027780876313761E-9 evalInputDelta=0.0712311714887619
Fitness changed from -1.5060662180185318 to -1.5772973895072937
Iteration 9 complete. Error: -1.5772973895072937 Total: 6.9378; Orientation: 0.4027; Line Search: 4.5374
Adding measurement 513abeb3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.786e+03, gradient 9.481e-05, dot -0.420; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5772973895072937, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 513abeb3 to history. Total: 3
th(0)=-1.5772973895072937;dx=-8.956834104516044E-9
New Minimum: -1.5772973895072937 > -1.6336265206336975
END: th(2.7145877094401743E7)=-1.6336265206336975; dx=-5.136622629182281E-9 evalInputDelta=0.05632913112640381
Fitness changed from -1.5772973895072937 to -1.6336265206336975
Iteration 10 complete. Error: -1.6336265206336975 Total: 7.6058; Orientation: 0.3120; Line Search: 4.4715
Iteration 10
Adding measurement 27d220dc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.264e+03, gradient 1.005e-04, dot -0.370; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6336265206336975, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 27d220dc to history. Total: 3
th(0)=-1.6336265206336975;dx=-1.0082774446747814E-8
Armijo: th(5.848401930352104E7)=-0.896141991019249; dx=9.592795736242251E-9 evalInputDelta=-0.7374845296144485
Armijo: th(2.924200965176052E7)=-1.5620190352201462; dx=1.0412964184874331E-9 evalInputDelta=-0.07160748541355133
New Minimum: -1.6336265206336975 > -1.6785571724176407
END: th(9747336.55058684)=-1.6785571724176407; dx=-5.941365549999937E-9 evalInputDelta=0.044930651783943176
Fitness changed from -1.6336265206336975 to -1.6785571724176407
Iteration 11 complete. Error: -1.6785571724176407 Total: 11.9783; Orientation: 0.3072; Line Search: 9.2048
Adding measurement 4147bf86 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.224e+03, gradient 8.369e-05, dot -0.385; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6785571724176407, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 4147bf86 to history. Total: 3
th(0)=-1.6785571724176407;dx=-6.9852893401245725E-9
New Minimum: -1.6785571724176407 > -1.7120025306940079
END: th(2.100000000000001E7)=-1.7120025306940079; dx=-4.920287364492101E-9 evalInputDelta=0.03344535827636719
Fitness changed from -1.6785571724176407 to -1.7120025306940079
Iteration 12 complete. Error: -1.7120025306940079 Total: 7.4030; Orientation: 0.3070; Line Search: 4.5403
Adding measurement 29dd62bd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.475e+03, gradient 8.257e-05, dot -0.365; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7120025306940079, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 29dd62bd to history. Total: 3
th(0)=-1.7120025306940079;dx=-6.791560736922354E-9
Armijo: th(4.5243128490669586E7)=-1.5948043763637543; dx=-7.116931809612651E-10 evalInputDelta=-0.1171981543302536
New Minimum: -1.7120025306940079 > -1.7226416319608688
END: th(2.2621564245334793E7)=-1.7226416319608688; dx=-3.3104037801971233E-9 evalInputDelta=0.010639101266860962
Fitness changed from -1.7120025306940079 to -1.7226416319608688
Iteration 13 complete. Error: -1.7226416319608688 Total: 9.5221; Orientation: 0.3803; Line Search: 6.9055
Adding measurement 7cce941d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.518e+03, gradient 9.306e-05, dot -0.335; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7226416319608688, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 7cce941d to history. Total: 3
th(0)=-1.7226416319608688;dx=-8.63407411497336E-9
Armijo: th(4.873668275293421E7)=-1.1580287665128708; dx=9.221471451612998E-9 evalInputDelta=-0.564612865447998
Armijo: th(2.4368341376467105E7)=-1.6628302037715912; dx=1.3571016445024914E-9 evalInputDelta=-0.05981142818927765
New Minimum: -1.7226416319608688 > -1.7543186247348785
END: th(8122780.458822369)=-1.7543186247348785; dx=-4.684746192929069E-9 evalInputDelta=0.031676992774009705
Fitness changed from -1.7226416319608688 to -1.7543186247348785
Iteration 14 complete. Error: -1.7543186247348785 Total: 12.0269; Orientation: 0.3258; Line Search: 8.6039
Adding measurement 690ee15a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.592e+03, gradient 7.321e-05, dot -0.356; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7543186247348785, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 690ee15a to history. Total: 3
th(0)=-1.7543186247348785;dx=-5.341233703479537E-9
New Minimum: -1.7543186247348785 > -1.7708974778652191
END: th(1.750000000000001E7)=-1.7708974778652191; dx=-4.242147642644102E-9 evalInputDelta=0.016578853130340576
Fitness changed from -1.7543186247348785 to -1.7708974778652191
Iteration 15 complete. Error: -1.7708974778652191 Total: 7.1734; Orientation: 0.3043; Line Search: 4.7223
Iteration 15
Adding measurement 4f5d2dce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.783e+03, gradient 7.111e-05, dot -0.348; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7708974778652191, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 4f5d2dce to history. Total: 3
th(0)=-1.7708974778652191;dx=-5.040132518402541E-9
Armijo: th(3.770260707555799E7)=-1.7564066052436829; dx=-2.9473432701566115E-9 evalInputDelta=-0.014490872621536255
New Minimum: -1.7708974778652191 > -1.783618688583374
END: th(1.8851303537778996E7)=-1.783618688583374; dx=-3.8374077603785185E-9 evalInputDelta=0.012721210718154907
Fitness changed from -1.7708974778652191 to -1.783618688583374
Iteration 16 complete. Error: -1.783618688583374 Total: 10.0911; Orientation: 0.3860; Line Search: 7.0425
Adding measurement 711001f8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.967e+03, gradient 7.104e-05, dot -0.334; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.783618688583374, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 711001f8 to history. Total: 3
th(0)=-1.783618688583374;dx=-5.03094591626264E-9
Armijo: th(4.061390229411185E7)=-1.7359824031591415; dx=-2.014077319149117E-9 evalInputDelta=-0.04763628542423248
New Minimum: -1.783618688583374 > -1.7908141762018204
END: th(2.0306951147055924E7)=-1.7908141762018204; dx=-3.2693163412428904E-9 evalInputDelta=0.00719548761844635
Fitness changed from -1.783618688583374 to -1.7908141762018204
Iteration 17 complete. Error: -1.7908141762018204 Total: 10.0490; Orientation: 0.3767; Line Search: 7.6603
Adding measurement 3960a622 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.121e+03, gradient 7.390e-05, dot -0.315; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7908141762018204, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 3960a622 to history. Total: 3
th(0)=-1.7908141762018204;dx=-5.444908119845376E-9
Armijo: th(4.375000000000004E7)=-1.644113153219223; dx=3.5603075172701414E-10 evalInputDelta=-0.14670102298259735
Armijo: th(2.187500000000002E7)=-1.7819732576608658; dx=-2.023142875522884E-9 evalInputDelta=-0.00884091854095459
New Minimum: -1.7908141762018204 > -1.8036989718675613
END: th(7291666.666666673)=-1.8036989718675613; dx=-4.1316074892805805E-9 evalInputDelta=0.012884795665740967
Fitness changed from -1.7908141762018204 to -1.8036989718675613
Iteration 18 complete. Error: -1.8036989718675613 Total: 12.3920; Orientation: 0.3623; Line Search: 9.6944
Adding measurement 2f834925 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.221e+03, gradient 6.584e-05, dot -0.330; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8036989718675613, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 2f834925 to history. Total: 3
th(0)=-1.8036989718675613;dx=-4.315800175012048E-9
New Minimum: -1.8036989718675613 > -1.8095539808273315
END: th(1.5709419614815833E7)=-1.8095539808273315; dx=-3.669722693663431E-9 evalInputDelta=0.005855008959770203
Fitness changed from -1.8036989718675613 to -1.8095539808273315
Iteration 19 complete. Error: -1.8095539808273315 Total: 7.0301; Orientation: 0.3066; Line Search: 4.5556
Adding measurement 4a7987e6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.432e+03, gradient 6.516e-05, dot -0.324; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8095539808273315, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 4a7987e6 to history. Total: 3
th(0)=-1.8095539808273315;dx=-4.214285059062791E-9
Armijo: th(3.384491857842655E7)=-1.795702487230301; dx=-2.9459071791909364E-9 evalInputDelta=-0.01385149359703064
New Minimum: -1.8095539808273315 > -1.8137545511126518
END: th(1.6922459289213274E7)=-1.8137545511126518; dx=-3.4560161344031707E-9 evalInputDelta=0.004200570285320282
Fitness changed from -1.8095539808273315 to -1.8137545511126518
Iteration 20 complete. Error: -1.8137545511126518 Total: 9.3951; Orientation: 0.3350; Line Search: 6.7501
Iteration 20
Adding measurement 2a2e74a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.525e+03, gradient 6.446e-05, dot -0.317; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8137545511126518, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 2a2e74a9 to history. Total: 3
th(0)=-1.8137545511126518;dx=-4.120834590798487E-9
Armijo: th(3.645833333333337E7)=-1.794095665216446; dx=-2.711139943561051E-9 evalInputDelta=-0.019658885896205902
New Minimum: -1.8137545511126518 > -1.8170429691672325
END: th(1.8229166666666687E7)=-1.8170429691672325; dx=-3.267036951832746E-9 evalInputDelta=0.0032884180545806885
Fitness changed from -1.8137545511126518 to -1.8170429691672325
Iteration 21 complete. Error: -1.8170429691672325 Total: 12.5762; Orientation: 0.3481; Line Search: 9.6794
Adding measurement 75af0986 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.643e+03, gradient 6.379e-05, dot -0.309; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8170429691672325, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 75af0986 to history. Total: 3
th(0)=-1.8170429691672325;dx=-4.0504324094765736E-9
Armijo: th(3.927354903703959E7)=-1.7864641100168228; dx=-2.5156040769767755E-9 evalInputDelta=-0.0305788591504097
New Minimum: -1.8170429691672325 > -1.8175802379846573
END: th(1.9636774518519796E7)=-1.8175802379846573; dx=-3.1124889056132554E-9 evalInputDelta=5.372688174247742E-4
Fitness changed from -1.8170429691672325 to -1.8175802379846573
Iteration 22 complete. Error: -1.8175802379846573 Total: 9.8794; Orientation: 0.3658; Line Search: 6.9118
Adding measurement 40c64709 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.890e+03, gradient 6.417e-05, dot -0.301; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8175802379846573, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 40c64709 to history. Total: 3
th(0)=-1.8175802379846573;dx=-4.10620090303191E-9
Armijo: th(4.230614822303319E7)=-1.7611307203769684; dx=-2.1001138913652606E-9 evalInputDelta=-0.056449517607688904
Armijo: th(2.1153074111516595E7)=-1.8118382841348648; dx=-2.894236610073772E-9 evalInputDelta=-0.0057419538497924805
New Minimum: -1.8175802379846573 > -1.8208306282758713
END: th(7051024.703838865)=-1.8208306282758713; dx=-3.6217385854703727E-9 evalInputDelta=0.0032503902912139893
Fitness changed from -1.8175802379846573 to -1.8208306282758713
Iteration 23 complete. Error: -1.8208306282758713 Total: 11.4874; Orientation: 0.3043; Line Search: 8.8021
Adding measurement 205e7049 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.922e+03, gradient 6.144e-05, dot -0.306; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8208306282758713, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 205e7049 to history. Total: 3
th(0)=-1.8208306282758713;dx=-3.76214301487145E-9
Armijo: th(1.519097222222224E7)=-1.8202104046940804; dx=-3.2376692595803035E-9 evalInputDelta=-6.202235817909241E-4
New Minimum: -1.8208306282758713 > -1.8222097605466843
WOLFE (weak): th(7595486.11111112)=-1.8222097605466843; dx=-3.4585812885642308E-9 evalInputDelta=0.0013791322708129883
END: th(1.1393229166666681E7)=-1.8216497302055359; dx=-3.33352360966942E-9 evalInputDelta=8.191019296646118E-4
Fitness changed from -1.8208306282758713 to -1.8222097605466843
Iteration 24 complete. Error: -1.8222097605466843 Total: 12.0326; Orientation: 0.3059; Line Search: 9.3828
Adding measurement 3f1b2fcb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.061e+03, gradient 6.037e-05, dot -0.307; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8222097605466843, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 3f1b2fcb to history. Total: 3
th(0)=-1.8222097605466843;dx=-3.634432087265746E-9
Armijo: th(2.4545968148149747E7)=-1.8142797648906708; dx=-2.963509903153513E-9 evalInputDelta=-0.007929995656013489
New Minimum: -1.8222097605466843 > -1.822243757545948
END: th(1.2272984074074874E7)=-1.822243757545948; dx=-3.2603854983686157E-9 evalInputDelta=3.399699926376343E-5
Fitness changed from -1.8222097605466843 to -1.822243757545948
Iteration 25 complete. Error: -1.822243757545948 Total: 10.3310; Orientation: 0.3310; Line Search: 7.0641
Iteration 25
Adding measurement 17736434 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.290e+03, gradient 6.016e-05, dot -0.305; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.822243757545948, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 17736434 to history. Total: 3
th(0)=-1.822243757545948;dx=-3.5612593518534028E-9
Armijo: th(2.6441342639395747E7)=-1.8099646717309952; dx=-2.8489218665311436E-9 evalInputDelta=-0.01227908581495285
Armijo: th(1.3220671319697874E7)=-1.8208593726158142; dx=-3.156863766874902E-9 evalInputDelta=-0.0013843849301338196
New Minimum: -1.822243757545948 > -1.8228173553943634
WOLFE (weak): th(4406890.439899291)=-1.8228173553943634; dx=-3.4211385431288133E-9 evalInputDelta=5.735978484153748E-4
WOLFE (weak): th(8813780.879798582)=-1.8223597407341003; dx=-3.2691304354886684E-9 evalInputDelta=1.1598318815231323E-4
Armijo: th(1.1017226099748228E7)=-1.8217439502477646; dx=-3.2138925996244976E-9 evalInputDelta=-4.998072981834412E-4
Armijo: th(9915503.489773404)=-1.8220840767025948; dx=-3.24300904681351E-9 evalInputDelta=-1.5968084335327148E-4
Armijo: th(9364642.184785992)=-1.8222298622131348; dx=-3.2650767459066143E-9 evalInputDelta=-1.389533281326294E-5
WOLFE (weak): th(9089211.532292288)=-1.82229695469141; dx=-3.2722736532868988E-9 evalInputDelta=5.319714546203613E-5
WOLFE (weak): th(9226926.85853914)=-1.822263889014721; dx=-3.262331493932649E-9 evalInputDelta=2.0131468772888184E-5
WOLFE (weak): th(9295784.521662567)=-1.8222470730543137; dx=-3.268989753637464E-9 evalInputDelta=3.3155083656311035E-6
Armijo: th(9330213.35322428)=-1.822238564491272; dx=-3.2692435149529105E-9 evalInputDelta=-5.193054676055908E-6
Armijo: th(9312998.937443424)=-1.822242833673954; dx=-3.2661327584121574E-9 evalInputDelta=-9.238719940185547E-7
WOLFE (weak): th(9304391.729552995)=-1.8222449272871017; dx=-3.2647914643771856E-9 evalInputDelta=1.169741153717041E-6
WOLFE (weak): th(9308695.33349821)=-1.8222439363598824; dx=-3.2664408060764448E-9 evalInputDelta=1.7881393432617188E-7
Armijo: th(9310847.135470817)=-1.8222433626651764; dx=-3.26541027769125E-9 evalInputDelta=-3.948807716369629E-7
Armijo: th(9309771.234484512)=-1.8222435861825943; dx=-3.2687249185061266E-9 evalInputDelta=-1.7136335372924805E-7
Armijo: th(9309233.283991361)=-1.8222437798976898; dx=-3.2650942594163553E-9 evalInputDelta=2.2351741790771484E-8
WOLFE (weak): th(9308964.308744784)=-1.822243832051754; dx=-3.268607212653413E-9 evalInputDelta=7.450580596923828E-8
WOLFE (weak): th(9309098.796368074)=-1.8222438246011734; dx=-3.266727489642757E-9 evalInputDelta=6.705522537231445E-8
WOLFE (weak): th(9309166.040179718)=-1.822243794798851; dx=-3.2630316943328907E-9 evalInputDelta=3.725290298461914E-8
mu ~= nu (9309166.040179718): th(4406890.439899291)=-1.8228173553943634
Fitness changed from -1.822243757545948 to -1.8228173553943634
Iteration 26 complete. Error: -1.8228173553943634 Total: 54.6923; Orientation: 0.3458; Line Search: 51.7108
Adding measurement 4d8555cb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.329e+03, gradient 5.936e-05, dot -0.306; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8228173553943634, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 4d8555cb to history. Total: 3
th(0)=-1.8228173553943634;dx=-3.5117985199092072E-9
Armijo: th(2.005606268843018E7)=-1.8166801631450653; dx=-3.0001506635869317E-9 evalInputDelta=-0.006137192249298096
Armijo: th(1.002803134421509E7)=-1.8222340568900108; dx=-3.2126397858053265E-9 evalInputDelta=-5.832985043525696E-4
New Minimum: -1.8228173553943634 > -1.8231572732329369
WOLFE (weak): th(3342677.1147383633)=-1.8231572732329369; dx=-3.3938861932847085E-9 evalInputDelta=3.399178385734558E-4
WOLFE (weak): th(6685354.229476727)=-1.8229700177907944; dx=-3.289390134059882E-9 evalInputDelta=1.5266239643096924E-4
Armijo: th(8356692.786845908)=-1.8226685971021652; dx=-3.2558868752140916E-9 evalInputDelta=-1.4875829219818115E-4
WOLFE (weak): th(7521023.508161318)=-1.8228363245725632; dx=-3.2618424884160564E-9 evalInputDelta=1.8969178199768066E-5
Armijo: th(7938858.147503613)=-1.8227569162845612; dx=-3.2587122742380352E-9 evalInputDelta=-6.0439109802246094E-5
Armijo: th(7729940.827832465)=-1.8227975815534592; dx=-3.2698167758198042E-9 evalInputDelta=-1.977384090423584E-5
Armijo: th(7625482.167996891)=-1.8228172585368156; dx=-3.270684940125033E-9 evalInputDelta=-9.685754776000977E-8
WOLFE (weak): th(7573252.838079104)=-1.822826810181141; dx=-3.272803278582384E-9 evalInputDelta=9.454786777496338E-6
WOLFE (weak): th(7599367.5030379975)=-1.8228219896554947; dx=-3.27178538765215E-9 evalInputDelta=4.634261131286621E-6
WOLFE (weak): th(7612424.835517444)=-1.8228196203708649; dx=-3.274723581436526E-9 evalInputDelta=2.2649765014648438E-6
WOLFE (weak): th(7618953.501757167)=-1.8228184431791306; dx=-3.2714230582944126E-9 evalInputDelta=1.087784767150879E-6
WOLFE (weak): th(7622217.834877029)=-1.8228176832199097; dx=-3.2730663678903113E-9 evalInputDelta=3.2782554626464844E-7
WOLFE (weak): th(7623850.00143696)=-1.8228173702955246; dx=-3.2737968666770144E-9 evalInputDelta=1.4901161193847656E-8
WOLFE (weak): th(7624666.084716925)=-1.822817400097847; dx=-3.272550142350501E-9 evalInputDelta=4.470348358154297E-8
Armijo: th(7625074.126356908)=-1.822817288339138; dx=-3.2557611266200186E-9 evalInputDelta=-6.705522537231445E-8
WOLFE (weak): th(7624870.105536917)=-1.822817400097847; dx=-3.2741928255222797E-9 evalInputDelta=4.470348358154297E-8
Armijo: th(7624972.115946913)=-1.8228173032402992; dx=-3.272482760899801E-9 evalInputDelta=-5.21540641784668E-8
Armijo: th(7624921.110741915)=-1.8228173330426216; dx=-3.2721739440709053E-9 evalInputDelta=-2.2351741790771484E-8
mu ~= nu (7624870.105536917): th(3342677.1147383633)=-1.8231572732329369
Fitness changed from -1.8228173553943634 to -1.8231572732329369
Iteration 27 complete. Error: -1.8231572732329369 Total: 55.6782; Orientation: 0.3211; Line Search: 52.9231
Adding measurement 3aff8ef9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.405e+03, gradient 5.900e-05, dot -0.307; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8231572732329369, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 3aff8ef9 to history. Total: 3
th(0)=-1.8231572732329369;dx=-3.460640839532468E-9
Armijo: th(1.6427339606047316E7)=-1.819197155535221; dx=-3.0550143001783206E-9 evalInputDelta=-0.003960117697715759
Armijo: th(8213669.803023658)=-1.82273580878973; dx=-3.2273023628333037E-9 evalInputDelta=-4.214644432067871E-4
New Minimum: -1.8231572732329369 > -1.8233465105295181
WOLFE (weak): th(2737889.9343412193)=-1.8233465105295181; dx=-3.3609615795819635E-9 evalInputDelta=1.892372965812683E-4
WOLFE (weak): th(5475779.8686824385)=-1.8232059925794601; dx=-3.2900669843030632E-9 evalInputDelta=4.871934652328491E-5
Armijo: th(6844724.835853048)=-1.823015108704567; dx=-3.2572480393732747E-9 evalInputDelta=-1.4216452836990356E-4
Armijo: th(6160252.352267743)=-1.8231219872832298; dx=-3.274312434465122E-9 evalInputDelta=-3.528594970703125E-5
WOLFE (weak): th(5818016.110475091)=-1.823166660964489; dx=-3.2771018405700702E-9 evalInputDelta=9.387731552124023E-6
Armijo: th(5989134.231371418)=-1.823144942522049; dx=-3.27681937831297E-9 evalInputDelta=-1.2330710887908936E-5
Armijo: th(5903575.170923254)=-1.8231561034917831; dx=-3.275378166838701E-9 evalInputDelta=-1.169741153717041E-6
WOLFE (weak): th(5860795.640699172)=-1.8231614530086517; dx=-3.2781136241265286E-9 evalInputDelta=4.179775714874268E-6
WOLFE (weak): th(5882185.405811213)=-1.8231588080525398; dx=-3.2745112606066835E-9 evalInputDelta=1.5348196029663086E-6
WOLFE (weak): th(5892880.288367234)=-1.8231573402881622; dx=-3.2734450406967284E-9 evalInputDelta=6.705522537231445E-8
Armijo: th(5898227.729645245)=-1.8231567740440369; dx=-3.275648716765438E-9 evalInputDelta=-4.991888999938965E-7
Armijo: th(5895554.0090062395)=-1.8231571018695831; dx=-3.2727842624985556E-9 evalInputDelta=-1.7136335372924805E-7
Armijo: th(5894217.148686737)=-1.8231572434306145; dx=-3.2772568068774684E-9 evalInputDelta=-2.9802322387695312E-8
Armijo: th(5893548.7185269855)=-1.823157250881195; dx=-3.2753147879938537E-9 evalInputDelta=-2.2351741790771484E-8
WOLFE (weak): th(5893214.50344711)=-1.8231573551893234; dx=-3.2764754116913518E-9 evalInputDelta=8.195638656616211E-8
WOLFE (weak): th(5893381.610987048)=-1.8231573104858398; dx=-3.276323368339621E-9 evalInputDelta=3.725290298461914E-8
Armijo: th(5893465.164757017)=-1.823157250881195; dx=-3.2642323072386632E-9 evalInputDelta=-2.2351741790771484E-8
Armijo: th(5893423.387872033)=-1.8231572657823563; dx=-3.275327290131433E-9 evalInputDelta=-7.450580596923828E-9
mu ~= nu (5893381.610987048): th(2737889.9343412193)=-1.8233465105295181
Fitness changed from -1.8231572732329369 to -1.8233465105295181
Iteration 28 complete. Error: -1.8233465105295181 Total: 52.7636; Orientation: 0.3083; Line Search: 50.1490
Adding measurement 5516d94b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.470e+03, gradient 5.869e-05, dot -0.308; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8233465105295181, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement 5516d94b to history. Total: 3
th(0)=-1.8233465105295181;dx=-3.4316413724322022E-9
Armijo: th(1.2696950787091611E7)=-1.8210012093186378; dx=-3.1261060760720836E-9 evalInputDelta=-0.0023453012108802795
Armijo: th(6348475.3935458055)=-1.8230715692043304; dx=-3.2517485458490286E-9 evalInputDelta=-2.749413251876831E-4
New Minimum: -1.8233465105295181 > -1.823446936905384
WOLFE (weak): th(2116158.4645152683)=-1.823446936905384; dx=-3.354643749922882E-9 evalInputDelta=1.0042637586593628E-4
WOLFE (weak): th(4232316.929030537)=-1.823358178138733; dx=-3.295951527836283E-9 evalInputDelta=1.1667609214782715E-5
Armijo: th(5290396.161288171)=-1.8232387155294418; dx=-3.2601933785489613E-9 evalInputDelta=-1.0779500007629395E-4
Armijo: th(4761356.545159354)=-1.8233048766851425; dx=-3.283812892344391E-9 evalInputDelta=-4.163384437561035E-5
Armijo: th(4496836.737094945)=-1.8233331143856049; dx=-3.277520630760786E-9 evalInputDelta=-1.3396143913269043E-5
Armijo: th(4364576.833062741)=-1.8233461305499077; dx=-3.292094177588463E-9 evalInputDelta=-3.7997961044311523E-7
WOLFE (weak): th(4298446.881046639)=-1.8233522921800613; dx=-3.2857103163074207E-9 evalInputDelta=5.781650543212891E-6
WOLFE (weak): th(4331511.85705469)=-1.823349267244339; dx=-3.2955728330454454E-9 evalInputDelta=2.7567148208618164E-6
WOLFE (weak): th(4348044.345058715)=-1.8233476430177689; dx=-3.2921842381108857E-9 evalInputDelta=1.1324882507324219E-6
WOLFE (weak): th(4356310.5890607275)=-1.8233469277620316; dx=-3.2901416465354108E-9 evalInputDelta=4.172325134277344E-7
Armijo: th(4360443.711061735)=-1.8233464360237122; dx=-3.2721249222690673E-9 evalInputDelta=-7.450580596923828E-8
WOLFE (weak): th(4358377.150061231)=-1.8233467265963554; dx=-3.2926522560173627E-9 evalInputDelta=2.1606683731079102E-7
WOLFE (weak): th(4359410.430561483)=-1.8233465626835823; dx=-3.2803160660501114E-9 evalInputDelta=5.21540641784668E-8
WOLFE (weak): th(4359927.070811609)=-1.8233465552330017; dx=-3.2858350167888704E-9 evalInputDelta=4.470348358154297E-8
Armijo: th(4360185.390936672)=-1.8233464732766151; dx=-3.292819077872611E-9 evalInputDelta=-3.725290298461914E-8
Armijo: th(4360056.23087414)=-1.8233465105295181; dx=-3.2918200319604245E-9 evalInputDelta=0.0
Armijo: th(4359991.650842874)=-1.823346495628357; dx=-3.2919020682690407E-9 evalInputDelta=-1.4901161193847656E-8
Armijo: th(4359959.360827241)=-1.823346495628357; dx=-3.293148696449163E-9 evalInputDelta=-1.4901161193847656E-8
mu ~= nu (4359927.070811609): th(2116158.4645152683)=-1.823446936905384
Fitness changed from -1.8233465105295181 to -1.823446936905384
Iteration 29 complete. Error: -1.823446936905384 Total: 54.7303; Orientation: 0.3118; Line Search: 52.3402
Adding measurement f06f7d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.496e+03, gradient 5.856e-05, dot -0.308; [1a5e5256-3cfd-493f-897d-1a8e0d3f0633 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.823446936905384, 0.34434281289577484, 1.8904058039188385, 3.5503571331501007
LBFGS Accumulation History: 3 points
Removed measurement f06f7d5 to history. Total: 3
th(0)=-1.823446936905384;dx=-3.4202873841437566E-9
Armijo: th(9393212.910730537)=-1.8224585428833961; dx=-3.178074213501552E-9 evalInputDelta=-9.88394021987915E-4
Armijo: th(4696606.4553652685)=-1.8234270364046097; dx=-3.276529944307461E-9 evalInputDelta=-1.9900500774383545E-5
New Minimum: -1.823446936905384 > -1.823544681072235
WOLFE (weak): th(1565535.485121756)=-1.823544681072235; dx=-3.354245634319697E-9 evalInputDelta=9.77441668510437E-5
WOLFE (weak): th(3131070.970243512)=-1.8235355466604233; dx=-3.310731323721973E-9 evalInputDelta=8.860975503921509E-5
WOLFE (weak): th(3913838.71280439)=-1.8234928101301193; dx=-3.2968405239140605E-9 evalInputDelta=4.587322473526001E-5
WOLFE (weak): th(4305222.584084829)=-1.82346311211586; dx=-3.285410065902668E-9 evalInputDelta=1.617521047592163E-5
Armijo: th(4500914.519725049)=-1.8234460204839706; dx=-3.2663908259545253E-9 evalInputDelta=-9.164214134216309E-7
WOLFE (weak): th(4403068.551904939)=-1.8234548568725586; dx=-3.281786063464097E-9 evalInputDelta=7.91996717453003E-6
WOLFE (weak): th(4451991.535814994)=-1.8234504237771034; dx=-3.281798328754671E-9 evalInputDelta=3.4868717193603516E-6
WOLFE (weak): th(4476453.027770022)=-1.8234482556581497; dx=-3.2792667733994417E-9 evalInputDelta=1.3187527656555176E-6
WOLFE (weak): th(4488683.773747535)=-1.8234470412135124; dx=-3.279864984894892E-9 evalInputDelta=1.043081283569336E-7
Armijo: th(4494799.146736292)=-1.8234465047717094; dx=-3.2796236880682264E-9 evalInputDelta=-4.3213367462158203E-7
Armijo: th(4491741.460241914)=-1.823446810245514; dx=-3.2811288764863235E-9 evalInputDelta=-1.2665987014770508E-7
Armijo: th(4490212.616994725)=-1.8234469145536423; dx=-3.2792945477088085E-9 evalInputDelta=-2.2351741790771484E-8
WOLFE (weak): th(4489448.1953711305)=-1.8234469592571259; dx=-3.2795552385120225E-9 evalInputDelta=2.2351741790771484E-8
WOLFE (weak): th(4489830.406182928)=-1.8234469592571259; dx=-3.265279877124787E-9 evalInputDelta=2.2351741790771484E-8
WOLFE (weak): th(4490021.511588827)=-1.8234469592571259; dx=-3.2787925416921544E-9 evalInputDelta=2.2351741790771484E-8
WOLFE (weak): th(4490117.064291775)=-1.8234469443559647; dx=-3.2802872868749114E-9 evalInputDelta=7.450580596923828E-9
Armijo: th(4490164.840643249)=-1.8234469220042229; dx=-3.2799045550023504E-9 evalInputDelta=-1.4901161193847656E-8
Armijo: th(4490140.952467512)=-1.823446936905384; dx=-3.2769343203567965E-9 evalInputDelta=0.0
mu ~= nu (4490117.064291775): th(1565535.485121756)=-1.823544681072235
Fitness changed from -1.823446936905384 to -1.823544681072235
Iteration 30 complete. Error: -1.823544681072235 Total: 53.1420; Orientation: 0.3126; Line Search: 50.7708
Iteration 30
Final threshold in iteration 31: -1.823544681072235 (> -Infinity) after 540.521s (< 3600.000s)